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How to Write a Research Paper: the LEAP approach (+cheat sheet)

In this article I will show you how to write a research paper using the four LEAP writing steps. The LEAP academic writing approach is a step-by-step method for turning research results into a published paper .

The LEAP writing approach has been the cornerstone of the 70 + research papers that I have authored and the 3700+ citations these paper have accumulated within 9 years since the completion of my PhD. I hope the LEAP approach will help you just as much as it has helped me to make an real, tangible impact with my research.

What is the LEAP research paper writing approach?

I designed the LEAP writing approach not only for merely writing the papers. My goal with the writing system was to show young scientists how to first think about research results and then how to efficiently write each section of the research paper.

In other words, you will see how to write a research paper by first analyzing the results and then building a logical, persuasive arguments. In this way, instead of being afraid of writing research paper, you will be able to rely on the paper writing process to help you with what is the most demanding task in getting published – thinking.

The four research paper writing steps according to the LEAP approach:

I will show each of these steps in detail. And you will be able to download the LEAP cheat sheet for using with every paper you write.

But before I tell you how to efficiently write a research paper, I want to show you what is the problem with the way scientists typically write a research paper and why the LEAP approach is more efficient.

How scientists typically write a research paper (and why it isn’t efficient)

Writing a research paper can be tough, especially for a young scientist. Your reasoning needs to be persuasive and thorough enough to convince readers of your arguments. The description has to be derived from research evidence, from prior art, and from your own judgment. This is a tough feat to accomplish.

The figure below shows the sequence of the different parts of a typical research paper. Depending on the scientific journal, some sections might be merged or nonexistent, but the general outline of a research paper will remain very similar.

Here is the problem: Most people make the mistake of writing in this same sequence.

While the structure of scientific articles is designed to help the reader follow the research, it does little to help the scientist write the paper. This is because the layout of research articles starts with the broad (introduction) and narrows down to the specifics (results). See in the figure below how the research paper is structured in terms of the breath of information that each section entails.

How to write a research paper according to the LEAP approach

For a scientist, it is much easier to start writing a research paper with laying out the facts in the narrow sections (i.e. results), step back to describe them (i.e. write the discussion), and step back again to explain the broader picture in the introduction.

For example, it might feel intimidating to start writing a research paper by explaining your research’s global significance in the introduction, while it is easy to plot the figures in the results. When plotting the results, there is not much room for wiggle: the results are what they are.

Starting to write a research papers from the results is also more fun because you finally get to see and understand the complete picture of the research that you have worked on.

Most importantly, following the LEAP approach will help you first make sense of the results yourself and then clearly communicate them to the readers. That is because the sequence of writing allows you to slowly understand the meaning of the results and then develop arguments for presenting to your readers.

I have personally been able to write and submit a research article in three short days using this method.

Step 1: Lay Out the Facts

You have worked long hours on a research project that has produced results and are no doubt curious to determine what they exactly mean. There is no better way to do this than by preparing figures, graphics and tables. This is what the first LEAP step is focused on – diving into the results.

How to p repare charts and tables for a research paper

Your first task is to try out different ways of visually demonstrating the research results. In many fields, the central items of a journal paper will be charts that are based on the data generated during research. In other fields, these might be conceptual diagrams, microscopy images, schematics and a number of other types of scientific graphics which should visually communicate the research study and its results to the readers. If you have reasonably small number of data points, data tables might be useful as well.

Tips for preparing charts and tables

• Try multiple chart types but in the finished paper only use the one that best conveys the message you want to present to the readers
• Follow the eight chart design progressions for selecting and refining a data chart for your paper: https://peerrecognized.com/chart-progressions
• Prepare scientific graphics and visualizations for your paper using the scientific graphic design cheat sheet: https://peerrecognized.com/tools-for-creating-scientific-illustrations/

How to describe the results of your research

Now that you have your data charts, graphics and tables laid out in front of you – describe what you see in them. Seek to answer the question: What have I found?  Your statements should progress in a logical sequence and be backed by the visual information. Since, at this point, you are simply explaining what everyone should be able to see for themselves, you can use a declarative tone: The figure X demonstrates that…

Tips for describing the research results :

• Answer the question: “ What have I found? “
• Use declarative tone since you are simply describing observations

Step 2: Explain the results

The core aspect of your research paper is not actually the results; it is the explanation of their meaning. In the second LEAP step, you will do some heavy lifting by guiding the readers through the results using logic backed by previous scientific research.

How to define the Message of a research paper

To define the central message of your research paper, imagine how you would explain your research to a colleague in 20 seconds . If you succeed in effectively communicating your paper’s message, a reader should be able to recount your findings in a similarly concise way even a year after reading it. This clarity will increase the chances that someone uses the knowledge you generated, which in turn raises the likelihood of citations to your research paper. 

Tips for defining the paper’s central message :

• Write the paper’s core message in a single sentence or two bullet points
• Write the core message in the header of the research paper manuscript

How to write the Discussion section of a research paper

In the discussion section you have to demonstrate why your research paper is worthy of publishing. In other words, you must now answer the all-important So what? question . How well you do so will ultimately define the success of your research paper.

Here are three steps to get started with writing the discussion section:

• Write bullet points of the things that convey the central message of the research article (these may evolve into subheadings later on).
• Make a list with the arguments or observations that support each idea.
• Finally, expand on each point to make full sentences and paragraphs.

Tips for writing the discussion section:

• What is the meaning of the results?
• Was the hypothesis confirmed?
• Write bullet points that support the core message
• List logical arguments for each bullet point, group them into sections
• Instead of repeating research timeline, use a presentation sequence that best supports your logic
• Convert arguments to full paragraphs; be confident but do not overhype
• Refer to both supportive and contradicting research papers for maximum credibility

How to write the Conclusions of a research paper

Since some readers might just skim through your research paper and turn directly to the conclusions, it is a good idea to make conclusion a standalone piece. In the first few sentences of the conclusions, briefly summarize the methodology and try to avoid using abbreviations (if you do, explain what they mean).

After this introduction, summarize the findings from the discussion section. Either paragraph style or bullet-point style conclusions can be used. I prefer the bullet-point style because it clearly separates the different conclusions and provides an easy-to-digest overview for the casual browser. It also forces me to be more succinct.

Tips for writing the conclusion section :

• Summarize the key findings, starting with the most important one
• Make conclusions standalone (short summary, avoid abbreviations)
• Add an optional take-home message and suggest future research in the last paragraph

How to refine the Objective of a research paper

The objective is a short, clear statement defining the paper’s research goals. It can be included either in the final paragraph of the introduction, or as a separate subsection after the introduction. Avoid writing long paragraphs with in-depth reasoning, references, and explanation of methodology since these belong in other sections. The paper’s objective can often be written in a single crisp sentence.

Tips for writing the objective section :

• The objective should ask the question that is answered by the central message of the research paper
• The research objective should be clear long before writing a paper. At this point, you are simply refining it to make sure it is addressed in the body of the paper.

How to write the Methodology section of your research paper

When writing the methodology section, aim for a depth of explanation that will allow readers to reproduce the study . This means that if you are using a novel method, you will have to describe it thoroughly. If, on the other hand, you applied a standardized method, or used an approach from another paper, it will be enough to briefly describe it with reference to the detailed original source.

Remember to also detail the research population, mention how you ensured representative sampling, and elaborate on what statistical methods you used to analyze the results.

Tips for writing the methodology section :

• Include enough detail to allow reproducing the research
• Provide references if the methods are known
• Create a methodology flow chart to add clarity
• Describe the research population, sampling methodology, statistical methods for result analysis
• Describe what methodology, test methods, materials, and sample groups were used in the research.

Step 3: Advertize the research

Step 3 of the LEAP writing approach is designed to entice the casual browser into reading your research paper. This advertising can be done with an informative title, an intriguing abstract, as well as a thorough explanation of the underlying need for doing the research within the introduction.

How to write the Introduction of a research paper

The introduction section should leave no doubt in the mind of the reader that what you are doing is important and that this work could push scientific knowledge forward. To do this convincingly, you will need to have a good knowledge of what is state-of-the-art in your field. You also need be able to see the bigger picture in order to demonstrate the potential impacts of your research work.

Think of the introduction as a funnel, going from wide to narrow, as shown in the figure below:

• Start with a brief context to explain what do we already know,
• Follow with the motivation for the research study and explain why should we care about it,
• Explain the research gap you are going to bridge within this research paper,
• Describe the approach you will take to solve the problem.

Tips for writing the introduction section :

• Follow the Context – Motivation – Research gap – Approach funnel for writing the introduction
• Explain how others tried and how you plan to solve the research problem
• Do a thorough literature review before writing the introduction
• Start writing the introduction by using your own words, then add references from the literature

How to prepare the Abstract of a research paper

The abstract acts as your paper’s elevator pitch and is therefore best written only after the main text is finished. In this one short paragraph you must convince someone to take on the time-consuming task of reading your whole research article. So, make the paper easy to read, intriguing, and self-explanatory; avoid jargon and abbreviations.

How to structure the abstract of a research paper:

• The abstract is a single paragraph that follows this structure:
• Problem: why did we research this
• Methodology: typically starts with the words “Here we…” that signal the start of own contribution.
• Results: what we found from the research.
• Conclusions: show why are the findings important

How to compose a research paper Title

The title is the ultimate summary of a research paper. It must therefore entice someone looking for information to click on a link to it and continue reading the article. A title is also used for indexing purposes in scientific databases, so a representative and optimized title will play large role in determining if your research paper appears in search results at all.

Tips for coming up with a research paper title:

• Capture curiosity of potential readers using a clear and descriptive title
• Include broad terms that are often searched
• Add details that uniquely identify the researched subject of your research paper
• Avoid jargon and abbreviations
• Use keywords as title extension (instead of duplicating the words) to increase the chance of appearing in search results

How to prepare Highlights and Graphical Abstract

Highlights are three to five short bullet-point style statements that convey the core findings of the research paper. Notice that the focus is on the findings, not on the process of getting there.

A graphical abstract placed next to the textual abstract visually summarizes the entire research paper in a single, easy-to-follow figure. I show how to create a graphical abstract in my book Research Data Visualization and Scientific Graphics.

Tips for preparing highlights and graphical abstract:

• In highlights show core findings of the research paper (instead of what you did in the study).
• In graphical abstract show take-home message or methodology of the research paper. Learn more about creating a graphical abstract in this article.

Step 4: Prepare for submission

Sometimes it seems that nuclear fusion will stop on the star closest to us (read: the sun will stop to shine) before a submitted manuscript is published in a scientific journal. The publication process routinely takes a long time, and after submitting the manuscript you have very little control over what happens. To increase the chances of a quick publication, you must do your homework before submitting the manuscript. In the fourth LEAP step, you make sure that your research paper is published in the most appropriate journal as quickly and painlessly as possible.

How to select a scientific Journal for your research paper

The best way to find a journal for your research paper is it to review which journals you used while preparing your manuscript. This source listing should provide some assurance that your own research paper, once published, will be among similar articles and, thus, among your field’s trusted sources.

After this initial selection of hand-full of scientific journals, consider the following six parameters for selecting the most appropriate journal for your research paper (read this article to review each step in detail):

• Scope and publishing history
• Ranking and Recognition
• Publishing time
• Acceptance rate
• Content requirements
• Access and Fees

How to select a journal for your research paper:

• Use the six parameters to select the most appropriate scientific journal for your research paper
• Use the following tools for journal selection: https://peerrecognized.com/journals
• Follow the journal’s “Authors guide” formatting requirements

How to Edit you manuscript

No one can write a finished research paper on their first attempt. Before submitting, make sure to take a break from your work for a couple of days, or even weeks. Try not to think about the manuscript during this time. Once it has faded from your memory, it is time to return and edit. The pause will allow you to read the manuscript from a fresh perspective and make edits as necessary.

I have summarized the most useful research paper editing tools in this article.

Tips for editing a research paper:

• Take time away from the research paper to forget about it; then returning to edit,
• Start by editing the content: structure, headings, paragraphs, logic, figures
• Continue by editing the grammar and language; perform a thorough language check using academic writing tools
• Read the entire paper out loud and correct what sounds weird

How to write a compelling Cover Letter for your paper

Begin the cover letter by stating the paper’s title and the type of paper you are submitting (review paper, research paper, short communication). Next, concisely explain why your study was performed, what was done, and what the key findings are. State why the results are important and what impact they might have in the field. Make sure you mention how your approach and findings relate to the scope of the journal in order to show why the article would be of interest to the journal’s readers.

I wrote a separate article that explains what to include in a cover letter here. You can also download a cover letter template from the article.

Tips for writing a cover letter:

• Explain how the findings of your research relate to journal’s scope
• Tell what impact the research results will have
• Show why the research paper will interest the journal’s audience
• Add any legal statements as required in journal’s guide for authors

How to Answer the Reviewers

Reviewers will often ask for new experiments, extended discussion, additional details on the experimental setup, and so forth. In principle, your primary winning tactic will be to agree with the reviewers and follow their suggestions whenever possible. After all, you must earn their blessing in order to get your paper published.

Be sure to answer each review query and stick to the point. In the response to the reviewers document write exactly where in the paper you have made any changes. In the paper itself, highlight the changes using a different color. This way the reviewers are less likely to re-read the entire article and suggest new edits.

In cases when you don’t agree with the reviewers, it makes sense to answer more thoroughly. Reviewers are scientifically minded people and so, with enough logical and supported argument, they will eventually be willing to see things your way.

Tips for answering the reviewers:

• Agree with most review comments, but if you don’t, thoroughly explain why
• Highlight changes in the manuscript
• Do not take the comments personally and cool down before answering

The LEAP research paper writing cheat sheet

Imagine that you are back in grad school and preparing to take an exam on the topic: “How to write a research paper”. As an exemplary student, you would, most naturally, create a cheat sheet summarizing the subject… Well, I did it for you.

This one-page summary of the LEAP research paper writing technique will remind you of the key research paper writing steps. Print it out and stick it to a wall in your office so that you can review it whenever you are writing a new research paper.

Now that we have gone through the four LEAP research paper writing steps, I hope you have a good idea of how to write a research paper. It can be an enjoyable process and once you get the hang of it, the four LEAP writing steps should even help you think about and interpret the research results. This process should enable you to write a well-structured, concise, and compelling research paper.

Have fund with writing your next research paper. I hope it will turn out great!

Learn writing papers that get cited

The LEAP writing approach is a blueprint for writing research papers. But to be efficient and write papers that get cited, you need more than that.

My name is Martins Zaumanis and in my interactive course Research Paper Writing Masterclass I will show you how to  visualize  your research results,  frame a message  that convinces your readers, and write  each section  of the paper. Step-by-step.

And of course – you will learn to respond the infamous  Reviewer No.2.

Hey! My name is Martins Zaumanis and I am a materials scientist in Switzerland ( Google Scholar ). As the first person in my family with a PhD, I have first-hand experience of the challenges starting scientists face in academia. With this blog, I want to help young researchers succeed in academia. I call the blog “Peer Recognized”, because peer recognition is what lifts academic careers and pushes science forward.

Besides this blog, I have written the Peer Recognized book series and created the Peer Recognized Academy offering interactive online courses.

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• How to write a research paper

Last updated

11 January 2024

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With proper planning, knowledge, and framework, completing a research paper can be a fulfilling and exciting experience. 

Though it might initially sound slightly intimidating, this guide will help you embrace the challenge. 

By documenting your findings, you can inspire others and make a difference in your field. Here's how you can make your research paper unique and comprehensive.

• What is a research paper?

Research papers allow you to demonstrate your knowledge and understanding of a particular topic. These papers are usually lengthier and more detailed than typical essays, requiring deeper insight into the chosen topic.

To write a research paper, you must first choose a topic that interests you and is relevant to the field of study. Once you’ve selected your topic, gathering as many relevant resources as possible, including books, scholarly articles, credible websites, and other academic materials, is essential. You must then read and analyze these sources, summarizing their key points and identifying gaps in the current research.

You can formulate your ideas and opinions once you thoroughly understand the existing research. To get there might involve conducting original research, gathering data, or analyzing existing data sets. It could also involve presenting an original argument or interpretation of the existing research.

Writing a successful research paper involves presenting your findings clearly and engagingly, which might involve using charts, graphs, or other visual aids to present your data and using concise language to explain your findings. You must also ensure your paper adheres to relevant academic formatting guidelines, including proper citations and references.

Overall, writing a research paper requires a significant amount of time, effort, and attention to detail. However, it is also an enriching experience that allows you to delve deeply into a subject that interests you and contribute to the existing body of knowledge in your chosen field.

• How long should a research paper be?

Research papers are deep dives into a topic. Therefore, they tend to be longer pieces of work than essays or opinion pieces. 

However, a suitable length depends on the complexity of the topic and your level of expertise. For instance, are you a first-year college student or an experienced professional? 

Also, remember that the best research papers provide valuable information for the benefit of others. Therefore, the quality of information matters most, not necessarily the length. Being concise is valuable.

Following these best practice steps will help keep your process simple and productive:

1. Gaining a deep understanding of any expectations

Before diving into your intended topic or beginning the research phase, take some time to orient yourself. Suppose there’s a specific topic assigned to you. In that case, it’s essential to deeply understand the question and organize your planning and approach in response. Pay attention to the key requirements and ensure you align your writing accordingly. 

This preparation step entails

Deeply understanding the task or assignment

Being clear about the expected format and length

Familiarizing yourself with the citation and referencing requirements 

Understanding any defined limits for your research contribution

Where applicable, speaking to your professor or research supervisor for further clarification

2. Choose your research topic

Select a research topic that aligns with both your interests and available resources. Ideally, focus on a field where you possess significant experience and analytical skills. In crafting your research paper, it's crucial to go beyond summarizing existing data and contribute fresh insights to the chosen area.

Consider narrowing your focus to a specific aspect of the topic. For example, if exploring the link between technology and mental health, delve into how social media use during the pandemic impacts the well-being of college students. Conducting interviews and surveys with students could provide firsthand data and unique perspectives, adding substantial value to the existing knowledge.

When finalizing your topic, adhere to legal and ethical norms in the relevant area (this ensures the integrity of your research, protects participants' rights, upholds intellectual property standards, and ensures transparency and accountability). Following these principles not only maintains the credibility of your work but also builds trust within your academic or professional community.

For instance, in writing about medical research, consider legal and ethical norms , including patient confidentiality laws and informed consent requirements. Similarly, if analyzing user data on social media platforms, be mindful of data privacy regulations, ensuring compliance with laws governing personal information collection and use. Aligning with legal and ethical standards not only avoids potential issues but also underscores the responsible conduct of your research.

3. Gather preliminary research

Once you’ve landed on your topic, it’s time to explore it further. You’ll want to discover more about available resources and existing research relevant to your assignment at this stage. 

This exploratory phase is vital as you may discover issues with your original idea or realize you have insufficient resources to explore the topic effectively. This key bit of groundwork allows you to redirect your research topic in a different, more feasible, or more relevant direction if necessary. 

Spending ample time at this stage ensures you gather everything you need, learn as much as you can about the topic, and discover gaps where the topic has yet to be sufficiently covered, offering an opportunity to research it further. 

4. Define your research question

To produce a well-structured and focused paper, it is imperative to formulate a clear and precise research question that will guide your work. Your research question must be informed by the existing literature and tailored to the scope and objectives of your project. By refining your focus, you can produce a thoughtful and engaging paper that effectively communicates your ideas to your readers.

5. Write a thesis statement

A thesis statement is a one-to-two-sentence summary of your research paper's main argument or direction. It serves as an overall guide to summarize the overall intent of the research paper for you and anyone wanting to know more about the research.

A strong thesis statement is:

Concise and clear: Explain your case in simple sentences (avoid covering multiple ideas). It might help to think of this section as an elevator pitch.

Specific: Ensure that there is no ambiguity in your statement and that your summary covers the points argued in the paper.

Debatable: A thesis statement puts forward a specific argument––it is not merely a statement but a debatable point that can be analyzed and discussed.

Here are three thesis statement examples from different disciplines:

Psychology thesis example: "We're studying adults aged 25-40 to see if taking short breaks for mindfulness can help with stress. Our goal is to find practical ways to manage anxiety better."

Environmental science thesis example: "This research paper looks into how having more city parks might make the air cleaner and keep people healthier. I want to find out if more green spaces means breathing fewer carcinogens in big cities."

UX research thesis example: "This study focuses on improving mobile banking for older adults using ethnographic research, eye-tracking analysis, and interactive prototyping. We investigate the usefulness of eye-tracking analysis with older individuals, aiming to spark debate and offer fresh perspectives on UX design and digital inclusivity for the aging population."

6. Conduct in-depth research

A research paper doesn’t just include research that you’ve uncovered from other papers and studies but your fresh insights, too. You will seek to become an expert on your topic––understanding the nuances in the current leading theories. You will analyze existing research and add your thinking and discoveries.  It's crucial to conduct well-designed research that is rigorous, robust, and based on reliable sources. Suppose a research paper lacks evidence or is biased. In that case, it won't benefit the academic community or the general public. Therefore, examining the topic thoroughly and furthering its understanding through high-quality research is essential. That usually means conducting new research. Depending on the area under investigation, you may conduct surveys, interviews, diary studies , or observational research to uncover new insights or bolster current claims.

7. Determine supporting evidence

Not every piece of research you’ve discovered will be relevant to your research paper. It’s important to categorize the most meaningful evidence to include alongside your discoveries. It's important to include evidence that doesn't support your claims to avoid exclusion bias and ensure a fair research paper.

8. Write a research paper outline

Before diving in and writing the whole paper, start with an outline. It will help you to see if more research is needed, and it will provide a framework by which to write a more compelling paper. Your supervisor may even request an outline to approve before beginning to write the first draft of the full paper. An outline will include your topic, thesis statement, key headings, short summaries of the research, and your arguments.

9. Write your first draft

Once you feel confident about your outline and sources, it’s time to write your first draft. While penning a long piece of content can be intimidating, if you’ve laid the groundwork, you will have a structure to help you move steadily through each section. To keep up motivation and inspiration, it’s often best to keep the pace quick. Stopping for long periods can interrupt your flow and make jumping back in harder than writing when things are fresh in your mind.

10. Cite your sources correctly

It's always a good practice to give credit where it's due, and the same goes for citing any works that have influenced your paper. Building your arguments on credible references adds value and authenticity to your research. In the formatting guidelines section, you’ll find an overview of different citation styles (MLA, CMOS, or APA), which will help you meet any publishing or academic requirements and strengthen your paper's credibility. It is essential to follow the guidelines provided by your school or the publication you are submitting to ensure the accuracy and relevance of your citations.

11. Ensure your work is original

It is crucial to ensure the originality of your paper, as plagiarism can lead to serious consequences. To avoid plagiarism, you should use proper paraphrasing and quoting techniques. Paraphrasing is rewriting a text in your own words while maintaining the original meaning. Quoting involves directly citing the source. Giving credit to the original author or source is essential whenever you borrow their ideas or words. You can also use plagiarism detection tools such as Scribbr or Grammarly to check the originality of your paper. These tools compare your draft writing to a vast database of online sources. If you find any accidental plagiarism, you should correct it immediately by rephrasing or citing the source.

12. Revise, edit, and proofread

One of the essential qualities of excellent writers is their ability to understand the importance of editing and proofreading. Even though it's tempting to call it a day once you've finished your writing, editing your work can significantly improve its quality. It's natural to overlook the weaker areas when you've just finished writing a paper. Therefore, it's best to take a break of a day or two, or even up to a week, to refresh your mind. This way, you can return to your work with a new perspective. After some breathing room, you can spot any inconsistencies, spelling and grammar errors, typos, or missing citations and correct them. 

• The best research paper format 

The format of your research paper should align with the requirements set forth by your college, school, or target publication. 

There is no one “best” format, per se. Depending on the stated requirements, you may need to include the following elements:

Title page: The title page of a research paper typically includes the title, author's name, and institutional affiliation and may include additional information such as a course name or instructor's name. 

Table of contents: Include a table of contents to make it easy for readers to find specific sections of your paper.

Abstract: The abstract is a summary of the purpose of the paper.

Methods : In this section, describe the research methods used. This may include collecting data , conducting interviews, or doing field research .

Results: Summarize the conclusions you drew from your research in this section.

Discussion: In this section, discuss the implications of your research . Be sure to mention any significant limitations to your approach and suggest areas for further research.

Tables, charts, and illustrations: Use tables, charts, and illustrations to help convey your research findings and make them easier to understand.

Works cited or reference page: Include a works cited or reference page to give credit to the sources that you used to conduct your research.

Bibliography: Provide a list of all the sources you consulted while conducting your research.

Dedication and acknowledgments : Optionally, you may include a dedication and acknowledgments section to thank individuals who helped you with your research.

• General style and formatting guidelines

Formatting your research paper means you can submit it to your college, journal, or other publications in compliance with their criteria.

Research papers tend to follow the American Psychological Association (APA), Modern Language Association (MLA), or Chicago Manual of Style (CMOS) guidelines.

Here’s how each style guide is typically used:

Chicago Manual of Style (CMOS):

CMOS is a versatile style guide used for various types of writing. It's known for its flexibility and use in the humanities. CMOS provides guidelines for citations, formatting, and overall writing style. It allows for both footnotes and in-text citations, giving writers options based on their preferences or publication requirements.

American Psychological Association (APA):

APA is common in the social sciences. It’s hailed for its clarity and emphasis on precision. It has specific rules for citing sources, creating references, and formatting papers. APA style uses in-text citations with an accompanying reference list. It's designed to convey information efficiently and is widely used in academic and scientific writing.

Modern Language Association (MLA):

MLA is widely used in the humanities, especially literature and language studies. It emphasizes the author-page format for in-text citations and provides guidelines for creating a "Works Cited" page. MLA is known for its focus on the author's name and the literary works cited. It’s frequently used in disciplines that prioritize literary analysis and critical thinking.

To confirm you're using the latest style guide, check the official website or publisher's site for updates, consult academic resources, and verify the guide's publication date. Online platforms and educational resources may also provide summaries and alerts about any revisions or additions to the style guide.

Citing sources

When working on your research paper, it's important to cite the sources you used properly. Your citation style will guide you through this process. Generally, there are three parts to citing sources in your research paper: 

First, provide a brief citation in the body of your essay. This is also known as a parenthetical or in-text citation. 

Second, include a full citation in the Reference list at the end of your paper. Different types of citations include in-text citations, footnotes, and reference lists. 

In-text citations include the author's surname and the date of the citation. 

Footnotes appear at the bottom of each page of your research paper. They may also be summarized within a reference list at the end of the paper. 

A reference list includes all of the research used within the paper at the end of the document. It should include the author, date, paper title, and publisher listed in the order that aligns with your citation style.

10 research paper writing tips:

Following some best practices is essential to writing a research paper that contributes to your field of study and creates a positive impact.

These tactics will help you structure your argument effectively and ensure your work benefits others:

Clear and precise language:  Ensure your language is unambiguous. Use academic language appropriately, but keep it simple. Also, provide clear takeaways for your audience.

Effective idea separation:  Organize the vast amount of information and sources in your paper with paragraphs and titles. Create easily digestible sections for your readers to navigate through.

Compelling intro:  Craft an engaging introduction that captures your reader's interest. Hook your audience and motivate them to continue reading.

Thorough revision and editing:  Take the time to review and edit your paper comprehensively. Use tools like Grammarly to detect and correct small, overlooked errors.

Thesis precision:  Develop a clear and concise thesis statement that guides your paper. Ensure that your thesis aligns with your research's overall purpose and contribution.

Logical flow of ideas:  Maintain a logical progression throughout the paper. Use transitions effectively to connect different sections and maintain coherence.

Critical evaluation of sources:  Evaluate and critically assess the relevance and reliability of your sources. Ensure that your research is based on credible and up-to-date information.

Thematic consistency:  Maintain a consistent theme throughout the paper. Ensure that all sections contribute cohesively to the overall argument.

Relevant supporting evidence:  Provide concise and relevant evidence to support your arguments. Avoid unnecessary details that may distract from the main points.

Embrace counterarguments:  Acknowledge and address opposing views to strengthen your position. Show that you have considered alternative arguments in your field.

7 research tips 

If you want your paper to not only be well-written but also contribute to the progress of human knowledge, consider these tips to take your paper to the next level:

Selecting the appropriate topic: The topic you select should align with your area of expertise, comply with the requirements of your project, and have sufficient resources for a comprehensive investigation.

Use academic databases: Academic databases such as PubMed, Google Scholar, and JSTOR offer a wealth of research papers that can help you discover everything you need to know about your chosen topic.

Critically evaluate sources: It is important not to accept research findings at face value. Instead, it is crucial to critically analyze the information to avoid jumping to conclusions or overlooking important details. A well-written research paper requires a critical analysis with thorough reasoning to support claims.

Diversify your sources: Expand your research horizons by exploring a variety of sources beyond the standard databases. Utilize books, conference proceedings, and interviews to gather diverse perspectives and enrich your understanding of the topic.

Take detailed notes: Detailed note-taking is crucial during research and can help you form the outline and body of your paper.

Stay up on trends: Keep abreast of the latest developments in your field by regularly checking for recent publications. Subscribe to newsletters, follow relevant journals, and attend conferences to stay informed about emerging trends and advancements. 

Engage in peer review: Seek feedback from peers or mentors to ensure the rigor and validity of your research . Peer review helps identify potential weaknesses in your methodology and strengthens the overall credibility of your findings.

• The real-world impact of research papers

Writing a research paper is more than an academic or business exercise. The experience provides an opportunity to explore a subject in-depth, broaden one's understanding, and arrive at meaningful conclusions. With careful planning, dedication, and hard work, writing a research paper can be a fulfilling and enriching experience contributing to advancing knowledge.

How do I publish my research paper? 

Many academics wish to publish their research papers. While challenging, your paper might get traction if it covers new and well-written information. To publish your research paper, find a target publication, thoroughly read their guidelines, format your paper accordingly, and send it to them per their instructions. You may need to include a cover letter, too. After submission, your paper may be peer-reviewed by experts to assess its legitimacy, quality, originality, and methodology. Following review, you will be informed by the publication whether they have accepted or rejected your paper. 

What is a good opening sentence for a research paper? 

Beginning your research paper with a compelling introduction can ensure readers are interested in going further. A relevant quote, a compelling statistic, or a bold argument can start the paper and hook your reader. Remember, though, that the most important aspect of a research paper is the quality of the information––not necessarily your ability to storytell, so ensure anything you write aligns with your goals.

Research paper vs. a research proposal—what’s the difference?

While some may confuse research papers and proposals, they are different documents. 

A research proposal comes before a research paper. It is a detailed document that outlines an intended area of exploration. It includes the research topic, methodology, timeline, sources, and potential conclusions. Research proposals are often required when seeking approval to conduct research. 

A research paper is a summary of research findings. A research paper follows a structured format to present those findings and construct an argument or conclusion.

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A Beginner's Guide to Starting the Research Process

When you have to write a thesis or dissertation , it can be hard to know where to begin, but there are some clear steps you can follow.

The research process often begins with a very broad idea for a topic you’d like to know more about. You do some preliminary research to identify a  problem . After refining your research questions , you can lay out the foundations of your research design , leading to a proposal that outlines your ideas and plans.

This article takes you through the first steps of the research process, helping you narrow down your ideas and build up a strong foundation for your research project.

Table of contents

Step 1: choose your topic, step 2: identify a problem, step 3: formulate research questions, step 4: create a research design, step 5: write a research proposal, other interesting articles.

First you have to come up with some ideas. Your thesis or dissertation topic can start out very broad. Think about the general area or field you’re interested in—maybe you already have specific research interests based on classes you’ve taken, or maybe you had to consider your topic when applying to graduate school and writing a statement of purpose .

Even if you already have a good sense of your topic, you’ll need to read widely to build background knowledge and begin narrowing down your ideas. Conduct an initial literature review to begin gathering relevant sources. As you read, take notes and try to identify problems, questions, debates, contradictions and gaps. Your aim is to narrow down from a broad area of interest to a specific niche.

Make sure to consider the practicalities: the requirements of your programme, the amount of time you have to complete the research, and how difficult it will be to access sources and data on the topic. Before moving onto the next stage, it’s a good idea to discuss the topic with your thesis supervisor.

>>Read more about narrowing down a research topic

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So you’ve settled on a topic and found a niche—but what exactly will your research investigate, and why does it matter? To give your project focus and purpose, you have to define a research problem .

The problem might be a practical issue—for example, a process or practice that isn’t working well, an area of concern in an organization’s performance, or a difficulty faced by a specific group of people in society.

Alternatively, you might choose to investigate a theoretical problem—for example, an underexplored phenomenon or relationship, a contradiction between different models or theories, or an unresolved debate among scholars.

To put the problem in context and set your objectives, you can write a problem statement . This describes who the problem affects, why research is needed, and how your research project will contribute to solving it.

>>Read more about defining a research problem

Next, based on the problem statement, you need to write one or more research questions . These target exactly what you want to find out. They might focus on describing, comparing, evaluating, or explaining the research problem.

A strong research question should be specific enough that you can answer it thoroughly using appropriate qualitative or quantitative research methods. It should also be complex enough to require in-depth investigation, analysis, and argument. Questions that can be answered with “yes/no” or with easily available facts are not complex enough for a thesis or dissertation.

In some types of research, at this stage you might also have to develop a conceptual framework and testable hypotheses .

>>See research question examples

The research design is a practical framework for answering your research questions. It involves making decisions about the type of data you need, the methods you’ll use to collect and analyze it, and the location and timescale of your research.

There are often many possible paths you can take to answering your questions. The decisions you make will partly be based on your priorities. For example, do you want to determine causes and effects, draw generalizable conclusions, or understand the details of a specific context?

You need to decide whether you will use primary or secondary data and qualitative or quantitative methods . You also need to determine the specific tools, procedures, and materials you’ll use to collect and analyze your data, as well as your criteria for selecting participants or sources.

>>Read more about creating a research design

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Finally, after completing these steps, you are ready to complete a research proposal . The proposal outlines the context, relevance, purpose, and plan of your research.

As well as outlining the background, problem statement, and research questions, the proposal should also include a literature review that shows how your project will fit into existing work on the topic. The research design section describes your approach and explains exactly what you will do.

You might have to get the proposal approved by your supervisor before you get started, and it will guide the process of writing your thesis or dissertation.

>>Read more about writing a research proposal

If you want to know more about the research process , methodology , research bias , or statistics , make sure to check out some of our other articles with explanations and examples.

Methodology

• Sampling methods
• Simple random sampling
• Stratified sampling
• Cluster sampling
• Likert scales
• Reproducibility

 Statistics

• Null hypothesis
• Statistical power
• Probability distribution
• Effect size
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Research bias

• Optimism bias
• Cognitive bias
• Implicit bias
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Home » Research Paper – Structure, Examples and Writing Guide

Research Paper – Structure, Examples and Writing Guide

Table of Contents

Research Paper

Definition:

Research Paper is a written document that presents the author’s original research, analysis, and interpretation of a specific topic or issue.

It is typically based on Empirical Evidence, and may involve qualitative or quantitative research methods, or a combination of both. The purpose of a research paper is to contribute new knowledge or insights to a particular field of study, and to demonstrate the author’s understanding of the existing literature and theories related to the topic.

Structure of Research Paper

The structure of a research paper typically follows a standard format, consisting of several sections that convey specific information about the research study. The following is a detailed explanation of the structure of a research paper:

The title page contains the title of the paper, the name(s) of the author(s), and the affiliation(s) of the author(s). It also includes the date of submission and possibly, the name of the journal or conference where the paper is to be published.

The abstract is a brief summary of the research paper, typically ranging from 100 to 250 words. It should include the research question, the methods used, the key findings, and the implications of the results. The abstract should be written in a concise and clear manner to allow readers to quickly grasp the essence of the research.

Introduction

The introduction section of a research paper provides background information about the research problem, the research question, and the research objectives. It also outlines the significance of the research, the research gap that it aims to fill, and the approach taken to address the research question. Finally, the introduction section ends with a clear statement of the research hypothesis or research question.

Literature Review

The literature review section of a research paper provides an overview of the existing literature on the topic of study. It includes a critical analysis and synthesis of the literature, highlighting the key concepts, themes, and debates. The literature review should also demonstrate the research gap and how the current study seeks to address it.

The methods section of a research paper describes the research design, the sample selection, the data collection and analysis procedures, and the statistical methods used to analyze the data. This section should provide sufficient detail for other researchers to replicate the study.

The results section presents the findings of the research, using tables, graphs, and figures to illustrate the data. The findings should be presented in a clear and concise manner, with reference to the research question and hypothesis.

The discussion section of a research paper interprets the findings and discusses their implications for the research question, the literature review, and the field of study. It should also address the limitations of the study and suggest future research directions.

The conclusion section summarizes the main findings of the study, restates the research question and hypothesis, and provides a final reflection on the significance of the research.

The references section provides a list of all the sources cited in the paper, following a specific citation style such as APA, MLA or Chicago.

How to Write Research Paper

You can write Research Paper by the following guide:

• Choose a Topic: The first step is to select a topic that interests you and is relevant to your field of study. Brainstorm ideas and narrow down to a research question that is specific and researchable.
• Conduct a Literature Review: The literature review helps you identify the gap in the existing research and provides a basis for your research question. It also helps you to develop a theoretical framework and research hypothesis.
• Develop a Thesis Statement : The thesis statement is the main argument of your research paper. It should be clear, concise and specific to your research question.
• Plan your Research: Develop a research plan that outlines the methods, data sources, and data analysis procedures. This will help you to collect and analyze data effectively.
• Collect and Analyze Data: Collect data using various methods such as surveys, interviews, observations, or experiments. Analyze data using statistical tools or other qualitative methods.
• Organize your Paper : Organize your paper into sections such as Introduction, Literature Review, Methods, Results, Discussion, and Conclusion. Ensure that each section is coherent and follows a logical flow.
• Write your Paper : Start by writing the introduction, followed by the literature review, methods, results, discussion, and conclusion. Ensure that your writing is clear, concise, and follows the required formatting and citation styles.
• Edit and Proofread your Paper: Review your paper for grammar and spelling errors, and ensure that it is well-structured and easy to read. Ask someone else to review your paper to get feedback and suggestions for improvement.
• Cite your Sources: Ensure that you properly cite all sources used in your research paper. This is essential for giving credit to the original authors and avoiding plagiarism.

Research Paper Example

Note : The below example research paper is for illustrative purposes only and is not an actual research paper. Actual research papers may have different structures, contents, and formats depending on the field of study, research question, data collection and analysis methods, and other factors. Students should always consult with their professors or supervisors for specific guidelines and expectations for their research papers.

Research Paper Example sample for Students:

Title: The Impact of Social Media on Mental Health among Young Adults

Abstract: This study aims to investigate the impact of social media use on the mental health of young adults. A literature review was conducted to examine the existing research on the topic. A survey was then administered to 200 university students to collect data on their social media use, mental health status, and perceived impact of social media on their mental health. The results showed that social media use is positively associated with depression, anxiety, and stress. The study also found that social comparison, cyberbullying, and FOMO (Fear of Missing Out) are significant predictors of mental health problems among young adults.

Introduction: Social media has become an integral part of modern life, particularly among young adults. While social media has many benefits, including increased communication and social connectivity, it has also been associated with negative outcomes, such as addiction, cyberbullying, and mental health problems. This study aims to investigate the impact of social media use on the mental health of young adults.

Literature Review: The literature review highlights the existing research on the impact of social media use on mental health. The review shows that social media use is associated with depression, anxiety, stress, and other mental health problems. The review also identifies the factors that contribute to the negative impact of social media, including social comparison, cyberbullying, and FOMO.

Methods : A survey was administered to 200 university students to collect data on their social media use, mental health status, and perceived impact of social media on their mental health. The survey included questions on social media use, mental health status (measured using the DASS-21), and perceived impact of social media on their mental health. Data were analyzed using descriptive statistics and regression analysis.

Results : The results showed that social media use is positively associated with depression, anxiety, and stress. The study also found that social comparison, cyberbullying, and FOMO are significant predictors of mental health problems among young adults.

Discussion : The study’s findings suggest that social media use has a negative impact on the mental health of young adults. The study highlights the need for interventions that address the factors contributing to the negative impact of social media, such as social comparison, cyberbullying, and FOMO.

Conclusion : In conclusion, social media use has a significant impact on the mental health of young adults. The study’s findings underscore the need for interventions that promote healthy social media use and address the negative outcomes associated with social media use. Future research can explore the effectiveness of interventions aimed at reducing the negative impact of social media on mental health. Additionally, longitudinal studies can investigate the long-term effects of social media use on mental health.

Limitations : The study has some limitations, including the use of self-report measures and a cross-sectional design. The use of self-report measures may result in biased responses, and a cross-sectional design limits the ability to establish causality.

Implications: The study’s findings have implications for mental health professionals, educators, and policymakers. Mental health professionals can use the findings to develop interventions that address the negative impact of social media use on mental health. Educators can incorporate social media literacy into their curriculum to promote healthy social media use among young adults. Policymakers can use the findings to develop policies that protect young adults from the negative outcomes associated with social media use.

References :

• Twenge, J. M., & Campbell, W. K. (2019). Associations between screen time and lower psychological well-being among children and adolescents: Evidence from a population-based study. Preventive medicine reports, 15, 100918.
• Primack, B. A., Shensa, A., Escobar-Viera, C. G., Barrett, E. L., Sidani, J. E., Colditz, J. B., … & James, A. E. (2017). Use of multiple social media platforms and symptoms of depression and anxiety: A nationally-representative study among US young adults. Computers in Human Behavior, 69, 1-9.
• Van der Meer, T. G., & Verhoeven, J. W. (2017). Social media and its impact on academic performance of students. Journal of Information Technology Education: Research, 16, 383-398.

Appendix : The survey used in this study is provided below.

Social Media and Mental Health Survey

• How often do you use social media per day?
• Less than 30 minutes
• 30 minutes to 1 hour
• 1 to 2 hours
• 2 to 4 hours
• More than 4 hours
• Which social media platforms do you use?
• Others (Please specify)
• How often do you experience the following on social media?
• Social comparison (comparing yourself to others)
• Cyberbullying
• Fear of Missing Out (FOMO)
• Have you ever experienced any of the following mental health problems in the past month?
• Do you think social media use has a positive or negative impact on your mental health?
• Very positive
• Somewhat positive
• Somewhat negative
• Very negative
• In your opinion, which factors contribute to the negative impact of social media on mental health?
• Social comparison
• In your opinion, what interventions could be effective in reducing the negative impact of social media on mental health?
• Education on healthy social media use
• Counseling for mental health problems caused by social media
• Social media detox programs
• Regulation of social media use

Thank you for your participation!

Applications of Research Paper

Research papers have several applications in various fields, including:

• Advancing knowledge: Research papers contribute to the advancement of knowledge by generating new insights, theories, and findings that can inform future research and practice. They help to answer important questions, clarify existing knowledge, and identify areas that require further investigation.
• Informing policy: Research papers can inform policy decisions by providing evidence-based recommendations for policymakers. They can help to identify gaps in current policies, evaluate the effectiveness of interventions, and inform the development of new policies and regulations.
• Improving practice: Research papers can improve practice by providing evidence-based guidance for professionals in various fields, including medicine, education, business, and psychology. They can inform the development of best practices, guidelines, and standards of care that can improve outcomes for individuals and organizations.
• Educating students : Research papers are often used as teaching tools in universities and colleges to educate students about research methods, data analysis, and academic writing. They help students to develop critical thinking skills, research skills, and communication skills that are essential for success in many careers.
• Fostering collaboration: Research papers can foster collaboration among researchers, practitioners, and policymakers by providing a platform for sharing knowledge and ideas. They can facilitate interdisciplinary collaborations and partnerships that can lead to innovative solutions to complex problems.

When to Write Research Paper

Research papers are typically written when a person has completed a research project or when they have conducted a study and have obtained data or findings that they want to share with the academic or professional community. Research papers are usually written in academic settings, such as universities, but they can also be written in professional settings, such as research organizations, government agencies, or private companies.

Here are some common situations where a person might need to write a research paper:

• For academic purposes: Students in universities and colleges are often required to write research papers as part of their coursework, particularly in the social sciences, natural sciences, and humanities. Writing research papers helps students to develop research skills, critical thinking skills, and academic writing skills.
• For publication: Researchers often write research papers to publish their findings in academic journals or to present their work at academic conferences. Publishing research papers is an important way to disseminate research findings to the academic community and to establish oneself as an expert in a particular field.
• To inform policy or practice : Researchers may write research papers to inform policy decisions or to improve practice in various fields. Research findings can be used to inform the development of policies, guidelines, and best practices that can improve outcomes for individuals and organizations.
• To share new insights or ideas: Researchers may write research papers to share new insights or ideas with the academic or professional community. They may present new theories, propose new research methods, or challenge existing paradigms in their field.

Purpose of Research Paper

The purpose of a research paper is to present the results of a study or investigation in a clear, concise, and structured manner. Research papers are written to communicate new knowledge, ideas, or findings to a specific audience, such as researchers, scholars, practitioners, or policymakers. The primary purposes of a research paper are:

• To contribute to the body of knowledge : Research papers aim to add new knowledge or insights to a particular field or discipline. They do this by reporting the results of empirical studies, reviewing and synthesizing existing literature, proposing new theories, or providing new perspectives on a topic.
• To inform or persuade: Research papers are written to inform or persuade the reader about a particular issue, topic, or phenomenon. They present evidence and arguments to support their claims and seek to persuade the reader of the validity of their findings or recommendations.
• To advance the field: Research papers seek to advance the field or discipline by identifying gaps in knowledge, proposing new research questions or approaches, or challenging existing assumptions or paradigms. They aim to contribute to ongoing debates and discussions within a field and to stimulate further research and inquiry.
• To demonstrate research skills: Research papers demonstrate the author’s research skills, including their ability to design and conduct a study, collect and analyze data, and interpret and communicate findings. They also demonstrate the author’s ability to critically evaluate existing literature, synthesize information from multiple sources, and write in a clear and structured manner.

Characteristics of Research Paper

Research papers have several characteristics that distinguish them from other forms of academic or professional writing. Here are some common characteristics of research papers:

• Evidence-based: Research papers are based on empirical evidence, which is collected through rigorous research methods such as experiments, surveys, observations, or interviews. They rely on objective data and facts to support their claims and conclusions.
• Structured and organized: Research papers have a clear and logical structure, with sections such as introduction, literature review, methods, results, discussion, and conclusion. They are organized in a way that helps the reader to follow the argument and understand the findings.
• Formal and objective: Research papers are written in a formal and objective tone, with an emphasis on clarity, precision, and accuracy. They avoid subjective language or personal opinions and instead rely on objective data and analysis to support their arguments.
• Citations and references: Research papers include citations and references to acknowledge the sources of information and ideas used in the paper. They use a specific citation style, such as APA, MLA, or Chicago, to ensure consistency and accuracy.
• Peer-reviewed: Research papers are often peer-reviewed, which means they are evaluated by other experts in the field before they are published. Peer-review ensures that the research is of high quality, meets ethical standards, and contributes to the advancement of knowledge in the field.
• Objective and unbiased: Research papers strive to be objective and unbiased in their presentation of the findings. They avoid personal biases or preconceptions and instead rely on the data and analysis to draw conclusions.

Advantages of Research Paper

Research papers have many advantages, both for the individual researcher and for the broader academic and professional community. Here are some advantages of research papers:

• Contribution to knowledge: Research papers contribute to the body of knowledge in a particular field or discipline. They add new information, insights, and perspectives to existing literature and help advance the understanding of a particular phenomenon or issue.
• Opportunity for intellectual growth: Research papers provide an opportunity for intellectual growth for the researcher. They require critical thinking, problem-solving, and creativity, which can help develop the researcher’s skills and knowledge.
• Career advancement: Research papers can help advance the researcher’s career by demonstrating their expertise and contributions to the field. They can also lead to new research opportunities, collaborations, and funding.
• Academic recognition: Research papers can lead to academic recognition in the form of awards, grants, or invitations to speak at conferences or events. They can also contribute to the researcher’s reputation and standing in the field.
• Impact on policy and practice: Research papers can have a significant impact on policy and practice. They can inform policy decisions, guide practice, and lead to changes in laws, regulations, or procedures.
• Advancement of society: Research papers can contribute to the advancement of society by addressing important issues, identifying solutions to problems, and promoting social justice and equality.

Limitations of Research Paper

Research papers also have some limitations that should be considered when interpreting their findings or implications. Here are some common limitations of research papers:

• Limited generalizability: Research findings may not be generalizable to other populations, settings, or contexts. Studies often use specific samples or conditions that may not reflect the broader population or real-world situations.
• Potential for bias : Research papers may be biased due to factors such as sample selection, measurement errors, or researcher biases. It is important to evaluate the quality of the research design and methods used to ensure that the findings are valid and reliable.
• Ethical concerns: Research papers may raise ethical concerns, such as the use of vulnerable populations or invasive procedures. Researchers must adhere to ethical guidelines and obtain informed consent from participants to ensure that the research is conducted in a responsible and respectful manner.
• Limitations of methodology: Research papers may be limited by the methodology used to collect and analyze data. For example, certain research methods may not capture the complexity or nuance of a particular phenomenon, or may not be appropriate for certain research questions.
• Publication bias: Research papers may be subject to publication bias, where positive or significant findings are more likely to be published than negative or non-significant findings. This can skew the overall findings of a particular area of research.
• Time and resource constraints: Research papers may be limited by time and resource constraints, which can affect the quality and scope of the research. Researchers may not have access to certain data or resources, or may be unable to conduct long-term studies due to practical limitations.

About the author

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Researcher, Academic Writer, Web developer

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How To Write A Research Paper

Step-By-Step Tutorial With Examples + FREE Template

By: Derek Jansen (MBA) | Expert Reviewer: Dr Eunice Rautenbach | March 2024

For many students, crafting a strong research paper from scratch can feel like a daunting task – and rightly so! In this post, we’ll unpack what a research paper is, what it needs to do , and how to write one – in three easy steps. 🙂 

Overview: Writing A Research Paper

What (exactly) is a research paper.

• How to write a research paper
• Stage 1 : Topic & literature search
• Stage 2 : Structure & outline
• Stage 3 : Iterative writing
• Key takeaways

Let’s start by asking the most important question, “ What is a research paper? ”.

Simply put, a research paper is a scholarly written work where the writer (that’s you!) answers a specific question (this is called a research question ) through evidence-based arguments . Evidence-based is the keyword here. In other words, a research paper is different from an essay or other writing assignments that draw from the writer’s personal opinions or experiences. With a research paper, it’s all about building your arguments based on evidence (we’ll talk more about that evidence a little later).

Now, it’s worth noting that there are many different types of research papers , including analytical papers (the type I just described), argumentative papers, and interpretative papers. Here, we’ll focus on analytical papers , as these are some of the most common – but if you’re keen to learn about other types of research papers, be sure to check out the rest of the blog .

With that basic foundation laid, let’s get down to business and look at how to write a research paper .

Overview: The 3-Stage Process

While there are, of course, many potential approaches you can take to write a research paper, there are typically three stages to the writing process. So, in this tutorial, we’ll present a straightforward three-step process that we use when working with students at Grad Coach.

These three steps are:

• Finding a research topic and reviewing the existing literature
• Developing a provisional structure and outline for your paper, and
• Writing up your initial draft and then refining it iteratively

Let’s dig into each of these.

Need a helping hand?

Step 1: Find a topic and review the literature

As we mentioned earlier, in a research paper, you, as the researcher, will try to answer a question . More specifically, that’s called a research question , and it sets the direction of your entire paper. What’s important to understand though is that you’ll need to answer that research question with the help of high-quality sources – for example, journal articles, government reports, case studies, and so on. We’ll circle back to this in a minute.

The first stage of the research process is deciding on what your research question will be and then reviewing the existing literature (in other words, past studies and papers) to see what they say about that specific research question. In some cases, your professor may provide you with a predetermined research question (or set of questions). However, in many cases, you’ll need to find your own research question within a certain topic area.

Finding a strong research question hinges on identifying a meaningful research gap – in other words, an area that’s lacking in existing research. There’s a lot to unpack here, so if you wanna learn more, check out the plain-language explainer video below.

Once you’ve figured out which question (or questions) you’ll attempt to answer in your research paper, you’ll need to do a deep dive into the existing literature – this is called a “ literature search ”. Again, there are many ways to go about this, but your most likely starting point will be Google Scholar .

If you’re new to Google Scholar, think of it as Google for the academic world. You can start by simply entering a few different keywords that are relevant to your research question and it will then present a host of articles for you to review. What you want to pay close attention to here is the number of citations for each paper – the more citations a paper has, the more credible it is (generally speaking – there are some exceptions, of course).

Ideally, what you’re looking for are well-cited papers that are highly relevant to your topic. That said, keep in mind that citations are a cumulative metric , so older papers will often have more citations than newer papers – just because they’ve been around for longer. So, don’t fixate on this metric in isolation – relevance and recency are also very important.

Beyond Google Scholar, you’ll also definitely want to check out academic databases and aggregators such as Science Direct, PubMed, JStor and so on. These will often overlap with the results that you find in Google Scholar, but they can also reveal some hidden gems – so, be sure to check them out.

Once you’ve worked your way through all the literature, you’ll want to catalogue all this information in some sort of spreadsheet so that you can easily recall who said what, when and within what context. If you’d like, we’ve got a free literature spreadsheet that helps you do exactly that.

Step 2: Develop a structure and outline

With your research question pinned down and your literature digested and catalogued, it’s time to move on to planning your actual research paper .

It might sound obvious, but it’s really important to have some sort of rough outline in place before you start writing your paper. So often, we see students eagerly rushing into the writing phase, only to land up with a disjointed research paper that rambles on in multiple

Now, the secret here is to not get caught up in the fine details . Realistically, all you need at this stage is a bullet-point list that describes (in broad strokes) what you’ll discuss and in what order. It’s also useful to remember that you’re not glued to this outline – in all likelihood, you’ll chop and change some sections once you start writing, and that’s perfectly okay. What’s important is that you have some sort of roadmap in place from the start.

At this stage you might be wondering, “ But how should I structure my research paper? ”. Well, there’s no one-size-fits-all solution here, but in general, a research paper will consist of a few relatively standardised components:

• Introduction
• Literature review
• Methodology

Let’s take a look at each of these.

First up is the introduction section . As the name suggests, the purpose of the introduction is to set the scene for your research paper. There are usually (at least) four ingredients that go into this section – these are the background to the topic, the research problem and resultant research question , and the justification or rationale. If you’re interested, the video below unpacks the introduction section in more detail. 

The next section of your research paper will typically be your literature review . Remember all that literature you worked through earlier? Well, this is where you’ll present your interpretation of all that content . You’ll do this by writing about recent trends, developments, and arguments within the literature – but more specifically, those that are relevant to your research question . The literature review can oftentimes seem a little daunting, even to seasoned researchers, so be sure to check out our extensive collection of literature review content here .

With the introduction and lit review out of the way, the next section of your paper is the research methodology . In a nutshell, the methodology section should describe to your reader what you did (beyond just reviewing the existing literature) to answer your research question. For example, what data did you collect, how did you collect that data, how did you analyse that data and so on? For each choice, you’ll also need to justify why you chose to do it that way, and what the strengths and weaknesses of your approach were.

Now, it’s worth mentioning that for some research papers, this aspect of the project may be a lot simpler . For example, you may only need to draw on secondary sources (in other words, existing data sets). In some cases, you may just be asked to draw your conclusions from the literature search itself (in other words, there may be no data analysis at all). But, if you are required to collect and analyse data, you’ll need to pay a lot of attention to the methodology section. The video below provides an example of what the methodology section might look like.

By this stage of your paper, you will have explained what your research question is, what the existing literature has to say about that question, and how you analysed additional data to try to answer your question. So, the natural next step is to present your analysis of that data . This section is usually called the “results” or “analysis” section and this is where you’ll showcase your findings.

Depending on your school’s requirements, you may need to present and interpret the data in one section – or you might split the presentation and the interpretation into two sections. In the latter case, your “results” section will just describe the data, and the “discussion” is where you’ll interpret that data and explicitly link your analysis back to your research question. If you’re not sure which approach to take, check in with your professor or take a look at past papers to see what the norms are for your programme.

Alright – once you’ve presented and discussed your results, it’s time to wrap it up . This usually takes the form of the “ conclusion ” section. In the conclusion, you’ll need to highlight the key takeaways from your study and close the loop by explicitly answering your research question. Again, the exact requirements here will vary depending on your programme (and you may not even need a conclusion section at all) – so be sure to check with your professor if you’re unsure.

Step 3: Write and refine

Finally, it’s time to get writing. All too often though, students hit a brick wall right about here… So, how do you avoid this happening to you?

Well, there’s a lot to be said when it comes to writing a research paper (or any sort of academic piece), but we’ll share three practical tips to help you get started.

First and foremost , it’s essential to approach your writing as an iterative process. In other words, you need to start with a really messy first draft and then polish it over multiple rounds of editing. Don’t waste your time trying to write a perfect research paper in one go. Instead, take the pressure off yourself by adopting an iterative approach.

Secondly , it’s important to always lean towards critical writing , rather than descriptive writing. What does this mean? Well, at the simplest level, descriptive writing focuses on the “ what ”, while critical writing digs into the “ so what ” – in other words, the implications . If you’re not familiar with these two types of writing, don’t worry! You can find a plain-language explanation here.

Last but not least, you’ll need to get your referencing right. Specifically, you’ll need to provide credible, correctly formatted citations for the statements you make. We see students making referencing mistakes all the time and it costs them dearly. The good news is that you can easily avoid this by using a simple reference manager . If you don’t have one, check out our video about Mendeley, an easy (and free) reference management tool that you can start using today.

Recap: Key Takeaways

We’ve covered a lot of ground here. To recap, the three steps to writing a high-quality research paper are:

• To choose a research question and review the literature
• To plan your paper structure and draft an outline
• To take an iterative approach to writing, focusing on critical writing and strong referencing

Remember, this is just a b ig-picture overview of the research paper development process and there’s a lot more nuance to unpack. So, be sure to grab a copy of our free research paper template to learn more about how to write a research paper.

Can you help me with a full paper template for this Abstract:

Background: Energy and sports drinks have gained popularity among diverse demographic groups, including adolescents, athletes, workers, and college students. While often used interchangeably, these beverages serve distinct purposes, with energy drinks aiming to boost energy and cognitive performance, and sports drinks designed to prevent dehydration and replenish electrolytes and carbohydrates lost during physical exertion.

Objective: To assess the nutritional quality of energy and sports drinks in Egypt.

Material and Methods: A cross-sectional study assessed the nutrient contents, including energy, sugar, electrolytes, vitamins, and caffeine, of sports and energy drinks available in major supermarkets in Cairo, Alexandria, and Giza, Egypt. Data collection involved photographing all relevant product labels and recording nutritional information. Descriptive statistics and appropriate statistical tests were employed to analyze and compare the nutritional values of energy and sports drinks.

Results: The study analyzed 38 sports drinks and 42 energy drinks. Sports drinks were significantly more expensive than energy drinks, with higher net content and elevated magnesium, potassium, and vitamin C. Energy drinks contained higher concentrations of caffeine, sugars, and vitamins B2, B3, and B6.

Conclusion: Significant nutritional differences exist between sports and energy drinks, reflecting their intended uses. However, these beverages’ high sugar content and calorie loads raise health concerns. Proper labeling, public awareness, and responsible marketing are essential to guide safe consumption practices in Egypt.

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The Ultimate Guide to Writing a Research Paper

Few things strike more fear in academics than the accursed research paper , a term synonymous with long hours and hard work. Luckily there’s a secret to help you get through them. As long as you know how to write a research paper properly, you’ll find they’re not so bad . . . or at least less painful. 

In this guide we concisely explain how to write an academic research paper step by step. We’ll cover areas like how to start a research paper, how to write a research paper outline, how to use citations and evidence, and how to write a conclusion for a research paper. 

But before we get into the details, let’s take a look at what a research paper is and how it’s different from other  writing . 

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What is a research paper?

A research paper is a type of  academic writing that provides an in-depth analysis, evaluation, or interpretation of a single topic, based on empirical evidence. Research papers are similar to analytical essays, except that research papers emphasize the use of statistical data and preexisting research, along with a strict code for citations. 

Research papers are a bedrock of modern science and the most effective way to share information across a wide network. However, most people are familiar with research papers from school; college courses often use them to test a student’s knowledge of a particular area or their research skills in general. 

Considering their gravity, research papers favor formal, even bland language that strips the writing of any bias. Researchers state their findings plainly and with corresponding evidence so that other researchers can consequently use the paper in their own research. 

Keep in mind that writing a research paper is different from  writing a research proposal . Essentially, research proposals are to acquire the funding needed to get the data to write a research paper. 

How long should a research paper be? 

The length of a research paper depends on the topic or assignment. Typically, research papers run around 4,000–6,000 words, but it’s common to see short papers around 2,000 words or long papers over 10,000 words. 

If you’re writing a paper for school, the recommended length should be provided in the assignment. Otherwise, let your topic dictate the length: Complicated topics or extensive research will require more explanation. 

How to write a research paper in 9 steps

Below is a step-by-step guide to writing a research paper, catered specifically for students rather than professional researchers. While some steps may not apply to your particular assignment, think of this as more of a general guideline to keep you on track. 

1 Understand the assignment

For some of you this goes without saying, but you might be surprised at how many students start a research paper without even reading the assignment guidelines. 

So your first step should be to review the assignment and carefully read the writing prompt. Specifically, look for technical requirements such as length , formatting requirements (single- vs. double-spacing, indentations, etc.) and citation style . Also pay attention to the particulars, such as whether or not you need to  write an abstract or include a cover page. 

Once you understand the assignment, the next steps in how to write a research paper follow the usual  writing process , more or less. There are some extra steps involved because research papers have extra rules, but the gist of the writing process is the same. 

2 Choose your topic

In open-ended assignments, the student must choose their own topic. While it may seem simple enough, choosing a topic is actually the most important decision you’ll make in writing a research paper, since it determines everything that follows. 

Your top priority in how to choose a research paper topic is whether it will provide enough content and substance for an entire research paper. You’ll want to choose a topic with enough data and complexity to enable a rich discussion. However, you also want to avoid general topics and instead stick with topics specific enough that you can cover all the relevant information without cutting too much.  

3 Gather preliminary research

The sooner you start researching, the better—after all, it’s called a research paper for a reason.

To refine your topic and prepare your thesis statement, find out what research is available for your topic as soon as possible. Early research can help dispel any misconceptions you have about the topic and reveal the best paths and approaches to find more material. 

Typically, you can find sources either online or in a library. If you’re searching online, make sure you use credible sources like science journals or academic papers. Some search engines—mentioned below in the Tools and resources section—allow you to browse only accredited sources and academic databases. 

Keep in mind the  difference between primary and secondary sources as you search. Primary sources are firsthand accounts, like published articles or autobiographies; secondary sources are more removed, like critical reviews or secondhand biographies. 

When gathering your research, it’s better to skim sources instead of reading each potential source fully. If a source seems useful, set it aside to give it a full read later. Otherwise, you’ll be stuck poring over sources that you ultimately won’t use, and that time could be better spent finding a worthwhile source. 

Sometimes you’re required to submit a  literature review , which explains your sources and presents them to an authority for confirmation. Even if no literature review is required, it’s still helpful to compile an early list of potential sources—you’ll be glad you did later.  

4 Write a thesis statement

Using what you found in your preliminary research, write a  thesis statement that succinctly summarizes what your research paper will be about. This is usually the first sentence in your paper, making it your reader’s introduction to the topic. 

A thesis statement is the best answer for how to start a research paper. Aside from preparing your reader, the thesis statement also makes it easier for other researchers to assess whether or not your paper is useful to them for their own research. Likewise, you should read the thesis statements of other research papers to decide how useful they are to you. 

A good thesis statement mentions all the important parts of the discussion without disclosing too many of the details. If you’re having trouble putting it into words, try to phrase your topic as a question and then answer it . 

For example, if your research paper topic is about separating students with ADHD from other students, you’d first ask yourself, “Does separating students with ADHD improve their learning?” The answer—based on your preliminary research—is a good basis for your thesis statement. 

5 Determine supporting evidence

At this stage of how to write an academic research paper, it’s time to knuckle down and do the actual research. Here’s when you go through all the sources you collected earlier and find the specific information you’d like to use in your paper. 

Normally, you find your supporting evidence by reading each source and taking notes. Isolate only the information that’s directly relevant to your topic; don’t bog down your paper with tangents or unnecessary context, however interesting they may be. And always write down page numbers , not only for you to find the information later, but also because you’ll need them for your citations. 

Aside from highlighting text and writing notes, another common tactic is to use bibliography cards . These are simple index cards with a fact or direct quotation on one side and the bibliographical information (source citation, page numbers, subtopic category) on the other. While bibliography cards are not necessary, some students find them useful for staying organized, especially when it’s time to write an outline. 

6 Write a research paper outline

A lot of students want to know how to write a research paper outline. More than informal essays, research papers require a methodical and systematic structure to make sure all issues are addressed, and that makes outlines especially important. 

First make a list of all the important categories and subtopics you need to cover—an outline for your outline! Consider all the information you gathered when compiling your supporting evidence and ask yourself what the best way to separate and categorize everything is. 

Once you have a list of what you want to talk about, consider the best order to present the information. Which subtopics are related and should go next to each other? Are there any subtopics that don’t make sense if they’re presented out of sequence? If your information is fairly straightforward, feel free to take a chronological approach and present the information in the order it happened. 

Because research papers can get complicated, consider breaking your outline into paragraphs. For starters, this helps you stay organized if you have a lot of information to cover. Moreover, it gives you greater control over the flow and direction of the research paper. It’s always better to fix structural problems in the outline phase than later after everything’s already been written. 

Don’t forget to include your supporting evidence in the outline as well. Chances are you’ll have a lot you want to include, so putting it in your outline helps prevent some things from falling through the cracks. 

7 Write the first draft

Once your outline is finished, it’s time to start actually writing your research paper. This is by far the longest and most involved step, but if you’ve properly prepared your sources and written a thorough outline, everything should run smoothly. 

If you don’t know how to write an introduction for a research paper, the beginning can be difficult. That’s why writing your  thesis statement beforehand is crucial. Open with your thesis statement and then fill out the rest of your introduction with the secondary information—save the details for the body of your research paper, which comes next. 

The body contains the bulk of your research paper. Unlike  essays , research papers usually divide the body into sections with separate headers to facilitate browsing and scanning. Use the divisions in your outline as a guide. 

Follow along your outline and go paragraph by paragraph. Because this is just the first draft, don’t worry about getting each word perfect . Later you’ll be able to revise and fine-tune your writing, but for now focus simply on saying everything that needs to be said. In other words, it’s OK to make mistakes since you’ll go back later to correct them. 

One of the most common problems with writing long works like research papers is connecting paragraphs to each other. The longer your writing is, the harder it is to tie everything together smoothly. Use  transition sentences to improve the flow of your paper, especially for the first and last sentences in a paragraph. 

Even after the body is written, you still need to know how to write a conclusion for a research paper. Just like  an essay conclusion , your research paper conclusion should restate your thesis , reiterate your main evidence , and summarize your findings in a way that’s easy to understand. 

Don’t add any new information in your conclusion, but feel free to say your own personal perspective or interpretation if it helps the reader understand the big picture. 

8 Cite your sources correctly

Citations are part of what sets research papers apart from more casual nonfiction like personal essays . Citing your sources both validates your data and also links your research paper to the greater scientific community. Because of their importance, citations must follow precise formatting rules . . . problem is, there’s more than one set of rules!

You need to check with the assignment to see which formatting style is required. Typically, academic research papers follow one of two formatting styles for citing sources:

• MLA (Modern Language Association)
• APA (American Psychological Association)

The links above explain the specific formatting guidelines for each style, along with an automatic citation generator to help you get started. 

In addition to MLA and APA styles, you occasionally see requirements for  CMOS (The Chicago Manual of Style),  AMA (American Medical Association) and  IEEE (Institute of Electrical and Electronics Engineers). 

Citations may seem confusing at first with all their rules and specific information. However, once you get the hang of them, you’ll be able to properly cite your sources without even thinking about it. Keep in mind that each formatting style has specific guidelines for citing just about any kind of source, including photos , websites , speeches , and YouTube videos .

9 Edit and proofread

Last but not least, you want to go through your research paper to correct all the mistakes by  proofreading . We recommend going over it twice: once for structural issues such as adding/deleting parts or rearranging paragraphs and once for word choice, grammatical, and spelling mistakes. Doing two different editing sessions helps you focus on one area at a time instead of doing them both at once. 

To help you catch everything, here’s a quick checklist to keep in mind while you edit:

Structural edit:

• Is your thesis statement clear and concise?
• Is your paper well-organized, and does it flow from beginning to end with logical transitions?
• Do your ideas follow a logical sequence in each paragraph?
• Have you used concrete details and facts and avoided generalizations?
• Do your arguments support and prove your thesis?
• Have you avoided repetition?
• Are your sources properly cited?
• Have you checked for accidental plagiarism?

Word choice, grammar, and spelling edit:

• Is your language clear and specific?
• Do your sentences flow smoothly and clearly? 
• Have you avoided  filler words and phrases ?
• Have you checked for proper grammar, spelling, and punctuation? 

Some people find it useful to read their paper out loud to catch problems they might miss when reading in their head. Another solution is to have someone else read your paper and point out areas for improvement and/or technical mistakes. 

Revising is a separate skill from writing, and being good at one doesn’t necessarily make you good at the other. If you want to improve your revision skills, read our  guide on self-editing , which includes a more complete checklist and advanced tips on improving your revisions. 

Technical issues like grammatical mistakes and misspelled words can be handled effortlessly if you use a spellchecker with your word processor, or even better, a digital writing assistant that also suggests improvements for word choice and tone, like Grammarly (we explain more in the Tools and resources section below). 

Tools and resources

If you want to know more about how to write a research paper, or if you want some help with each step, take a look at the tools and resources below. 

Google Scholar

This is Google’s own search engine, which is dedicated exclusively to academic papers. It’s a great way to find new research and sources. Plus, it’s free to use. 

Zotero is a freemium, open-source research manager, a cross between an organizational CMS and a search engine for academic research. With it, you can browse the internet for research sources relevant to your topic and share them easily with colleagues. Also, it automatically generates citations. 

FocusWriter

Writing long research papers is always a strain on your attention span. If you have trouble avoiding distractions during those long stretches, FocusWriter might be able to help. FocusWriter is a minimalist word processor that removes all the distracting icons and sticks only to what you type. You’re also free to choose your own customized backgrounds, with other special features like timed alarms, daily goals, and optional typewriter sound effects. 

Google Charts

This useful and free tool from Google lets you create simple charts and graphs based on whatever data you input. Charts and graphs are excellent visual aids for expressing numeric data, a perfect complement if you need to explain complicated evidential research. 

Grammarly goes way beyond grammar, helping you hone word choice, checking your text for plagiarism, detecting your tone, and more. For foreign-language learners, it can make your English sound more fluent, and even those who speak English as their primary language benefit from Grammarly’s suggestions. 

Research paper FAQs

A research paper is a piece of academic writing that analyzes, evaluates, or interprets a single topic with empirical evidence and statistical data. 

When will I need to write a research paper in college?

Many college courses use research papers to test a student’s knowledge of a particular topic or their research skills in general. While research papers depend on the course or professor, you can expect to write at least a few before graduation. 

How do I determine a topic for my research paper?

If the topic is not assigned, try to find a topic that’s general enough to provide ample evidence but specific enough that you’re able to cover all the basics. If possible, choose a topic you’re personally interested in—it makes the work easier. 

Where can I conduct research for my paper?

Today most research is conducted either online or in libraries. Some topics might benefit from old periodicals like newspapers or magazines, as well as visual media like documentaries. Museums, parks, and historical monuments can also be useful. 

How do I cite sources for a research paper?

The correct formatting for citations depends on which style you’re using, so check the assignment guidelines. Most school research reports use either  MLA or  APA styles, although there are others. 

This article was originally written by Karen Hertzberg in 2017. It’s been updated to include new information.

Reference management. Clean and simple.

Writing your research paper

How to start your research paper [step-by-step guide]

All research papers have pretty much the same structure. If you can write one type of research paper, you can write another. Learn the steps to start and complete your research paper in our guide.

How to write a problem statement

What is a problem statement and how do you write one? This guide answers all your questions and includes an example of a problem statement.

How to write a research paper outline

Structuring the outline of your research paper early on is important. Read on to learn how to structure a research paper outline and to see examples, including an outline template.

How to write a research proposal

What is a research proposal and what should you use it for? This step-by-step guide teaches you how to structure and write a research proposal.

How to write an abstract

Not sure how to write an abstract for your paper? Clear your doubts with this guide, follow our tips, and start writing your abstract!

What are the different types of research papers?

Learn all you need to know about research papers, what differentiates a research paper from a thesis, and what types of research papers there are.

What is a research paper?

Are you confused about what a research paper actually is and what differentiates it from a thesis? Clarify it once and for all with our guide.

What is an appendix in a paper

Not sure what an appendix in a paper is? This guides defines what an appendix is and how to format one.

What is the abstract of a paper?

Not sure what the abstract of a paper is? Learn the definition of an abstract and how to format one in this guide with resources.

How to Write a Research Paper: 11-Step Guide

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• Don't let yourself get overwhelmed when writing a research paper — start with a plan.
• Research your topic using credible sources, like peer-reviewed articles.
• Know what's expected of you and what you'll need to earn a high grade.

You've been assigned a research paper for a college class — but where do you begin? How do you start writing a research paper? What kind of research do you need to do? And how should you set up and format your essay?

Below, we introduce 11 steps to teach you how to write a research paper that's bound to impress your professor.

Step 1: Read the Rubric

Before you start your research paper, make sure to read the syllabus or rubric first. Know what to expect from this assignment. You should be able to answer the following questions:

• When is the research paper due? Is there a specific time it needs to be turned in by?
• How long does your paper need to be?
• Is there a minimum number of sources you need to cite?
• What type of citation style do you need to use (e.g., MLA, APA, Chicago)?
• Does your research paper need to address a specific question or topic?

If you often feel your paper needs to be perfect before turning it in, it's time for a mindset shift. Nobody — not even your professor — expects you to write a perfect research paper. Having said that, don't wait until the last minute to get started.

Step 2: Organize Your Schedule

Once you've read the rubric, note in your planner or on your calendar when your research paper is due. Then, make a schedule so that you can accomplish this task in small steps rather than over the course of one (likely stressful) night. Having a plan in place can help you feel better and write a stronger research paper.

It's best to schedule two days for each step of the process. Getting your research paper done in a timely, efficient manner usually takes about two weeks, depending on the length of the essay.

Step 3: Choose a Research Paper Topic

Your professor may give you specific research paper topics to write about. Or, your research paper may need to answer a certain question.

Before you begin, make sure you know what's expected of you regarding the topic. Are you clear on the question? Is it divided into parts? Do you understand each part? Go back to the rubric or syllabus to make sure you understand the parameters of the assignment.

If you're free to choose your own research paper topic, try to write about what you already know or something that genuinely interests you from the class or homework.

Step 4: Create a Research Paper Outline

Outlining is a key part of crafting an effective essay. Your research paper outline should include a rough introduction to the topic , a thesis statement , supporting details for each main idea, and a brief conclusion .

You can outline in whatever way feels most comfortable for you. Some students choose to use bullet points and sub-bullets for related ideas, while others may prefer flowcharts or visual representations of their topic.

Step 5: Research Your Topic

Start by collecting a variety of resources that discuss your topic. Look for credible sources such as textbooks, videos, newspaper articles, primary documents, and peer-reviewed journals.

The campus library is one of the best sources for writing research papers. Make an appointment with a librarian to learn how to utilize your school's online databases. You can sort and filter content using search tools like EBSCO host to find peer-reviewed articles, data, and journals.

As you read the sources you've collected, be sure to highlight and add notes as needed. You might also keep a running document of potential quotations and data points to use in your paper.

Step 6: Start Writing

To start writing, simply incorporate content from your outline into your research paper. Don't forget to include citations, or where you got your information from. You can use tools like Mendeley , Citation Machine , and Cite This for Me to help with this.

As you write, don't worry about editing yet — just focus on getting your ideas down. If you're a better talker than you are a typist, you might consider using tools like dictation to type out the text as you speak.

Step 7: Do Your First Round of Edits

Once you've completed the first draft of your research paper, it's time to start editing it. Besides using the spell checker function, it's important that you take time to read through your paper.

One trick is to read it aloud to yourself. When you read your paper aloud, you can hear the words as they were written. Doing this can help you find typos and identify areas that may be confusing or sound awkward.

Next, create your bibliography. Make sure you've cited all your sources properly, both within the text and in the works cited or bibliography section at the end.

Step 8: Get Feedback

It's critical that you get outside help when writing a research paper. For example, a peer can read over your paper and offer feedback. You could also set up an appointment at your campus's writing or tutoring center.

Another option is to talk to your professor . A professor or teaching assistant can offer you feedback on a paper before you turn it in for a grade.

That said, don't ask for feedback the night before the essay is due. Always give professors at least a week to give you notes on your draft.

Step 9: Complete a Second Round of Edits

After you get feedback on your research paper, you'll need to revise it accordingly. Review the rubric one more time and make sure you understand the requirements. You should also check that you've met each requirement.

Finally, be sure your in-text citations, bibliography, and research paper format comply with the assignment instructions.

Step 10: Submit Your Research Paper

By now you've finalized your paper and are ready to turn it in. Before you do that, though, check to see how you're supposed to submit it.

Does it have to be submitted through an online portal or emailed directly to your professor ? Did you upload the file and click submit before the deadline? Do you need to print or bind the document in a certain way? Is it necessary to print and place it in a folder outside the professor's office?

Confirm that you know the specifics of how, when, and where to turn in your paper.

Step 11: Reflect on the Process

When you eventually receive feedback and a grade on your research paper, don't just stash it away in your backpack and forget about it. Go through your professor's comments and try to learn from them.

Feel free to ask your professor any questions you have about the feedback they gave you. You can also use this information in the future when writing other research papers.

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How to Write a Research Paper

Use the links below to jump directly to any section of this guide:

Research Paper Fundamentals

How to choose a topic or question, how to create a working hypothesis or thesis, common research paper methodologies, how to gather and organize evidence , how to write an outline for your research paper, how to write a rough draft, how to revise your draft, how to produce a final draft, resources for teachers .

It is not fair to say that no one writes anymore. Just about everyone writes text messages, brief emails, or social media posts every single day. Yet, most people don't have a lot of practice with the formal, organized writing required for a good academic research paper. This guide contains links to a variety of resources that can help demystify the process. Some of these resources are intended for teachers; they contain exercises, activities, and teaching strategies. Other resources are intended for direct use by students who are struggling to write papers, or are looking for tips to make the process go more smoothly.

The resources in this section are designed to help students understand the different types of research papers, the general research process, and how to manage their time. Below, you'll find links from university writing centers, the trusted Purdue Online Writing Lab, and more.

What is an Academic Research Paper?

"Genre and the Research Paper" (Purdue OWL)

There are different types of research papers. Different types of scholarly questions will lend themselves to one format or another. This is a brief introduction to the two main genres of research paper: analytic and argumentative. 

"7 Most Popular Types of Research Papers" (Personal-writer.com)

This resource discusses formats that high school students commonly encounter, such as the compare and contrast essay and the definitional essay. Please note that the inclusion of this link is not an endorsement of this company's paid service.

How to Prepare and Plan Out Writing a Research Paper

Teachers can give their students a step-by-step guide like these to help them understand the different steps of the research paper process. These guides can be combined with the time management tools in the next subsection to help students come up with customized calendars for completing their papers.

"Ten Steps for Writing Research Papers" (American University)  

This resource from American University is a comprehensive guide to the research paper writing process, and includes examples of proper research questions and thesis topics.

"Steps in Writing a Research Paper" (SUNY Empire State College)

This guide breaks the research paper process into 11 steps. Each "step" links to a separate page, which describes the work entailed in completing it.

How to Manage Time Effectively

The links below will help students determine how much time is necessary to complete a paper. If your sources are not available online or at your local library, you'll need to leave extra time for the Interlibrary Loan process. Remember that, even if you do not need to consult secondary sources, you'll still need to leave yourself ample time to organize your thoughts.

"Research Paper Planner: Timeline" (Baylor University)

This interactive resource from Baylor University creates a suggested writing schedule based on how much time a student has to work on the assignment.

"Research Paper Planner" (UCLA)

UCLA's library offers this step-by-step guide to the research paper writing process, which also includes a suggested planning calendar.

There's a reason teachers spend a long time talking about choosing a good topic. Without a good topic and a well-formulated research question, it is almost impossible to write a clear and organized paper. The resources below will help you generate ideas and formulate precise questions.

"How to Select a Research Topic" (Univ. of Michigan-Flint)

This resource is designed for college students who are struggling to come up with an appropriate topic. A student who uses this resource and still feels unsure about his or her topic should consult the course instructor for further personalized assistance.

"25 Interesting Research Paper Topics to Get You Started" (Kibin)

This resource, which is probably most appropriate for high school students, provides a list of specific topics to help get students started. It is broken into subsections, such as "paper topics on local issues."

"Writing a Good Research Question" (Grand Canyon University)

This introduction to research questions includes some embedded videos, as well as links to scholarly articles on research questions. This resource would be most appropriate for teachers who are planning lessons on research paper fundamentals.

"How to Write a Research Question the Right Way" (Kibin)

This student-focused resource provides more detail on writing research questions. The language is accessible, and there are embedded videos and examples of good and bad questions.

It is important to have a rough hypothesis or thesis in mind at the beginning of the research process. People who have a sense of what they want to say will have an easier time sorting through scholarly sources and other information. The key, of course, is not to become too wedded to the draft hypothesis or thesis. Just about every working thesis gets changed during the research process.

CrashCourse Video: "Sociology Research Methods" (YouTube)

Although this video is tailored to sociology students, it is applicable to students in a variety of social science disciplines. This video does a good job demonstrating the connection between the brainstorming that goes into selecting a research question and the formulation of a working hypothesis.

"How to Write a Thesis Statement for an Analytical Essay" (YouTube)

Students writing analytical essays will not develop the same type of working hypothesis as students who are writing research papers in other disciplines. For these students, developing the working thesis may happen as a part of the rough draft (see the relevant section below). 

"Research Hypothesis" (Oakland Univ.)

This resource provides some examples of hypotheses in social science disciplines like Political Science and Criminal Justice. These sample hypotheses may also be useful for students in other soft social sciences and humanities disciplines like History.

When grading a research paper, instructors look for a consistent methodology. This section will help you understand different methodological approaches used in research papers. Students will get the most out of these resources if they use them to help prepare for conversations with teachers or discussions in class.

"Types of Research Designs" (USC)

A "research design," used for complex papers, is related to the paper's method. This resource contains introductions to a variety of popular research designs in the social sciences. Although it is not the most intuitive site to read, the information here is very valuable. 

"Major Research Methods" (YouTube)

Although this video is a bit on the dry side, it provides a comprehensive overview of the major research methodologies in a format that might be more accessible to students who have struggled with textbooks or other written resources.

"Humanities Research Strategies" (USC)

This is a portal where students can learn about four methodological approaches for humanities papers: Historical Methodologies, Textual Criticism, Conceptual Analysis, and the Synoptic method.

"Selected Major Social Science Research Methods: Overview" (National Academies Press)

This appendix from the book  Using Science as Evidence in Public Policy , printed by National Academies Press, introduces some methods used in social science papers.

"Organizing Your Social Sciences Research Paper: 6. The Methodology" (USC)

This resource from the University of Southern California's library contains tips for writing a methodology section in a research paper.

How to Determine the Best Methodology for You

Anyone who is new to writing research papers should be sure to select a method in consultation with their instructor. These resources can be used to help prepare for that discussion. They may also be used on their own by more advanced students.

"Choosing Appropriate Research Methodologies" (Palgrave Study Skills)

This friendly and approachable resource from Palgrave Macmillan can be used by students who are just starting to think about appropriate methodologies.

"How to Choose Your Research Methods" (NFER (UK))

This is another approachable resource students can use to help narrow down the most appropriate methods for their research projects.

The resources in this section introduce the process of gathering scholarly sources and collecting evidence. You'll find a range of material here, from introductory guides to advanced explications best suited to college students. Please consult the LitCharts  How to Do Academic Research guide for a more comprehensive list of resources devoted to finding scholarly literature.

Google Scholar

Students who have access to library websites with detailed research guides should start there, but people who do not have access to those resources can begin their search for secondary literature here.

"Gathering Appropriate Information" (Texas Gateway)

This resource from the Texas Gateway for online resources introduces students to the research process, and contains interactive exercises. The level of complexity is suitable for middle school, high school, and introductory college classrooms.

"An Overview of Quantitative and Qualitative Data Collection Methods" (NSF)

This PDF from the National Science Foundation goes into detail about best practices and pitfalls in data collection across multiple types of methodologies.

"Social Science Methods for Data Collection and Analysis" (Swiss FIT)

This resource is appropriate for advanced undergraduates or teachers looking to create lessons on research design and data collection. It covers techniques for gathering data via interviews, observations, and other methods.

"Collecting Data by In-depth Interviewing" (Leeds Univ.)

This resource contains enough information about conducting interviews to make it useful for teachers who want to create a lesson plan, but is also accessible enough for college juniors or seniors to make use of it on their own.

There is no "one size fits all" outlining technique. Some students might devote all their energy and attention to the outline in order to avoid the paper. Other students may benefit from being made to sit down and organize their thoughts into a lengthy sentence outline. The resources in this section include strategies and templates for multiple types of outlines. 

"Topic vs. Sentence Outlines" (UC Berkeley)

This resource introduces two basic approaches to outlining: the shorter topic-based approach, and the longer, more detailed sentence-based approach. This resource also contains videos on how to develop paper paragraphs from the sentence-based outline.

"Types of Outlines and Samples" (Purdue OWL)

The Purdue Online Writing Lab's guide is a slightly less detailed discussion of different types of outlines. It contains several sample outlines.

"Writing An Outline" (Austin C.C.)

This resource from a community college contains sample outlines from an American history class that students can use as models.

"How to Structure an Outline for a College Paper" (YouTube)

This brief (sub-2 minute) video from the ExpertVillage YouTube channel provides a model of outline writing for students who are struggling with the idea.

"Outlining" (Harvard)

This is a good resource to consult after completing a draft outline. It offers suggestions for making sure your outline avoids things like unnecessary repetition.

As with outlines, rough drafts can take on many different forms. These resources introduce teachers and students to the various approaches to writing a rough draft. This section also includes resources that will help you cite your sources appropriately according to the MLA, Chicago, and APA style manuals.

"Creating a Rough Draft for a Research Paper" (Univ. of Minnesota)

This resource is useful for teachers in particular, as it provides some suggested exercises to help students with writing a basic rough draft. 

Rough Draft Assignment (Duke of Definition)

This sample assignment, with a brief list of tips, was developed by a high school teacher who runs a very successful and well-reviewed page of educational resources.

"Creating the First Draft of Your Research Paper" (Concordia Univ.)

This resource will be helpful for perfectionists or procrastinators, as it opens by discussing the problem of avoiding writing. It also provides a short list of suggestions meant to get students writing.

Using Proper Citations

There is no such thing as a rough draft of a scholarly citation. These links to the three major citation guides will ensure that your citations follow the correct format. Please consult the LitCharts How to Cite Your Sources guide for more resources.

Chicago Manual of Style Citation Guide

Some call  The Chicago Manual of Style , which was first published in 1906, "the editors' Bible." The manual is now in its 17th edition, and is popular in the social sciences, historical journals, and some other fields in the humanities.

APA Citation Guide

According to the American Psychological Association, this guide was developed to aid reading comprehension, clarity of communication, and to reduce bias in language in the social and behavioral sciences. Its first full edition was published in 1952, and it is now in its sixth edition.

MLA Citation Guide

The Modern Language Association style is used most commonly within the liberal arts and humanities. The  MLA Style Manual and Guide to Scholarly Publishing  was first published in 1985 and (as of 2008) is in its third edition.

Any professional scholar will tell you that the best research papers are made in the revision stage. No matter how strong your research question or working thesis, it is not possible to write a truly outstanding paper without devoting energy to revision. These resources provide examples of revision exercises for the classroom, as well as tips for students working independently.

"The Art of Revision" (Univ. of Arizona)

This resource provides a wealth of information and suggestions for both students and teachers. There is a list of suggested exercises that teachers might use in class, along with a revision checklist that is useful for teachers and students alike.

"Script for Workshop on Revision" (Vanderbilt University)

Vanderbilt's guide for leading a 50-minute revision workshop can serve as a model for teachers who wish to guide students through the revision process during classtime. 

"Revising Your Paper" (Univ. of Washington)

This detailed handout was designed for students who are beginning the revision process. It discusses different approaches and methods for revision, and also includes a detailed list of things students should look for while they revise.

"Revising Drafts" (UNC Writing Center)

This resource is designed for students and suggests things to look for during the revision process. It provides steps for the process and has a FAQ for students who have questions about why it is important to revise.

Conferencing with Writing Tutors and Instructors

No writer is so good that he or she can't benefit from meeting with instructors or peer tutors. These resources from university writing, learning, and communication centers provide suggestions for how to get the most out of these one-on-one meetings.

"Getting Feedback" (UNC Writing Center)

This very helpful resource talks about how to ask for feedback during the entire writing process. It contains possible questions that students might ask when developing an outline, during the revision process, and after the final draft has been graded.

"Prepare for Your Tutoring Session" (Otis College of Art and Design)

This guide from a university's student learning center contains a lot of helpful tips for getting the most out of working with a writing tutor.

"The Importance of Asking Your Professor" (Univ. of Waterloo)

This article from the university's Writing and Communication Centre's blog contains some suggestions for how and when to get help from professors and Teaching Assistants.

Once you've revised your first draft, you're well on your way to handing in a polished paper. These resources—each of them produced by writing professionals at colleges and universities—outline the steps required in order to produce a final draft. You'll find proofreading tips and checklists in text and video form.

"Developing a Final Draft of a Research Paper" (Univ. of Minnesota)

While this resource contains suggestions for revision, it also features a couple of helpful checklists for the last stages of completing a final draft.

Basic Final Draft Tips and Checklist (Univ. of Maryland-University College)

This short and accessible resource, part of UMUC's very thorough online guide to writing and research, contains a very basic checklist for students who are getting ready to turn in their final drafts.

Final Draft Checklist (Everett C.C.)

This is another accessible final draft checklist, appropriate for both high school and college students. It suggests reading your essay aloud at least once.

"How to Proofread Your Final Draft" (YouTube)

This video (approximately 5 minutes), produced by Eastern Washington University, gives students tips on proofreading final drafts.

"Proofreading Tips" (Georgia Southern-Armstrong)

This guide will help students learn how to spot common errors in their papers. It suggests focusing on content and editing for grammar and mechanics.

This final set of resources is intended specifically for high school and college instructors. It provides links to unit plans and classroom exercises that can help improve students' research and writing skills. You'll find resources that give an overview of the process, along with activities that focus on how to begin and how to carry out research. 

"Research Paper Complete Resources Pack" (Teachers Pay Teachers)

This packet of assignments, rubrics, and other resources is designed for high school students. The resources in this packet are aligned to Common Core standards.

"Research Paper—Complete Unit" (Teachers Pay Teachers)

This packet of assignments, notes, PowerPoints, and other resources has a 4/4 rating with over 700 ratings. It is designed for high school teachers, but might also be useful to college instructors who work with freshmen.

"Teaching Students to Write Good Papers" (Yale)

This resource from Yale's Center for Teaching and Learning is designed for college instructors, and it includes links to appropriate activities and exercises.

"Research Paper Writing: An Overview" (CUNY Brooklyn)

CUNY Brooklyn offers this complete lesson plan for introducing students to research papers. It includes an accompanying set of PowerPoint slides.

"Lesson Plan: How to Begin Writing a Research Paper" (San Jose State Univ.)

This lesson plan is designed for students in the health sciences, so teachers will have to modify it for their own needs. It includes a breakdown of the brainstorming, topic selection, and research question process. 

"Quantitative Techniques for Social Science Research" (Univ. of Pittsburgh)

This is a set of PowerPoint slides that can be used to introduce students to a variety of quantitative methods used in the social sciences.

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• What is a Research Paper?

Steps in Writing a Research Paper

• Critical Reading and Writing
• Punctuation
• Writing Exercises
• ELL/ESL Resources

A series of steps, starting with developing a research question and working thesis, will lead you through writing a research paper. As you move through these steps and actually create the research paper, you may find that you can't move through all of them in chronological order, and that's o.k. In fact, you may change the order of the steps depending on the subject, your knowledge of the subject, and your sources. For example, sometimes you need to do just a bit of background research and reading before you can develop a research question. Sometimes you need to go back and find additional sources to corroborate your viewpoint. The research writing steps that we offer represent a general, ideal, movement through the research writing process. In reality, writers often repeat or circle back as needed.

Hey, wait a minute . . . why did we say "ideal?" In our opinion, these steps represent the best way to move through the writing process because they ask you to think and develop a research question before you actually do a lot of research. The one big mess that you can get into, as a student, comes from doing too much unfocused research before identifying your own viewpoint, the one that you will eventually need to support. If you do too much unfocused research first, then the tendency is to try to include all of it in the paper. The result is a hodgepodge of information that's not focused, developed fully, or indicative of your own thoughts. It's also not efficient to do too much research before you really know what you're looking for. Try it our way--develop that research question first--to cut out a lot of research paper mess.

These steps will lead you through writing a research paper:

• One Big Mess...
• Developing a Research Question
• Thesis Characteristics
• Finding Sources
• Evaluating Sources
• Taking Notes
• Working with Quotations
• Writing Summaries & Paraphrases
• Building the Essay Draft
• Documentation Formats
• Revising and Proofreading the Draft

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If you would like assistance with any type of writing assignment, learning coaches are available to assist you. Please contact Academic Support by emailing [email protected].

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Basic Steps in the Research Process

The following steps outline a simple and effective strategy for writing a research paper. Depending on your familiarity with the topic and the challenges you encounter along the way, you may need to rearrange these steps.

Step 1: Identify and develop your topic

Selecting a topic can be the most challenging part of a research assignment. Since this is the very first step in writing a paper, it is vital that it be done correctly. Here are some tips for selecting a topic:

• Select a topic within the parameters set by the assignment. Many times your instructor will give you clear guidelines as to what you can and cannot write about. Failure to work within these guidelines may result in your proposed paper being deemed unacceptable by your instructor.
• Select a topic of personal interest to you and learn more about it. The research for and writing of a paper will be more enjoyable if you are writing about something that you find interesting.
• Select a topic for which you can find a manageable amount of information. Do a preliminary search of information sources to determine whether existing sources will meet your needs. If you find too much information, you may need to narrow your topic; if you find too little, you may need to broaden your topic.
• Be original. Your instructor reads hundreds of research papers every year, and many of them are on the same topics (topics in the news at the time, controversial issues, subjects for which there is ample and easily accessed information). Stand out from your classmates by selecting an interesting and off-the-beaten-path topic.
• Still can't come up with a topic to write about? See your instructor for advice.

Once you have identified your topic, it may help to state it as a question. For example, if you are interested in finding out about the epidemic of obesity in the American population, you might pose the question "What are the causes of obesity in America ?" By posing your subject as a question you can more easily identify the main concepts or keywords to be used in your research.

Step 2 : Do a preliminary search for information

Before beginning your research in earnest, do a preliminary search to determine whether there is enough information out there for your needs and to set the context of your research. Look up your keywords in the appropriate titles in the library's Reference collection (such as encyclopedias and dictionaries) and in other sources such as our catalog of books, periodical databases, and Internet search engines. Additional background information may be found in your lecture notes, textbooks, and reserve readings. You may find it necessary to adjust the focus of your topic in light of the resources available to you.

Step 3: Locate materials

With the direction of your research now clear to you, you can begin locating material on your topic. There are a number of places you can look for information:

If you are looking for books, do a subject search in One Search . A Keyword search can be performed if the subject search doesn't yield enough information. Print or write down the citation information (author, title,etc.) and the location (call number and collection) of the item(s). Note the circulation status. When you locate the book on the shelf, look at the books located nearby; similar items are always shelved in the same area. The Aleph catalog also indexes the library's audio-visual holdings.

Use the library's  electronic periodical databases  to find magazine and newspaper articles. Choose the databases and formats best suited to your particular topic; ask at the librarian at the Reference Desk if you need help figuring out which database best meets your needs. Many of the articles in the databases are available in full-text format.

Use search engines ( Google ,  Yahoo , etc.) and subject directories to locate materials on the Internet. Check the  Internet Resources  section of the NHCC Library web site for helpful subject links.

Step 4: Evaluate your sources

See the  CARS Checklist for Information Quality   for tips on evaluating the authority and quality of the information you have located. Your instructor expects that you will provide credible, truthful, and reliable information and you have every right to expect that the sources you use are providing the same. This step is especially important when using Internet resources, many of which are regarded as less than reliable.

Step 5: Make notes

Consult the resources you have chosen and note the information that will be useful in your paper. Be sure to document all the sources you consult, even if you there is a chance you may not use that particular source. The author, title, publisher, URL, and other information will be needed later when creating a bibliography.

Step 6: Write your paper

Begin by organizing the information you have collected. The next step is the rough draft, wherein you get your ideas on paper in an unfinished fashion. This step will help you organize your ideas and determine the form your final paper will take. After this, you will revise the draft as many times as you think necessary to create a final product to turn in to your instructor.

Step 7: Cite your sources properly

Give credit where credit is due; cite your sources.

Citing or documenting the sources used in your research serves two purposes: it gives proper credit to the authors of the materials used, and it allows those who are reading your work to duplicate your research and locate the sources that you have listed as references. The  MLA  and the  APA  Styles are two popular citation formats.

Failure to cite your sources properly is plagiarism. Plagiarism is avoidable!

Step 8: Proofread

The final step in the process is to proofread the paper you have created. Read through the text and check for any errors in spelling, grammar, and punctuation. Make sure the sources you used are cited properly. Make sure the message that you want to get across to the reader has been thoroughly stated.

Additional research tips:

• Work from the general to the specific -- find background information first, then use more specific sources.
• Don't forget print sources -- many times print materials are more easily accessed and every bit as helpful as online resources.
• The library has books on the topic of writing research papers at call number area LB 2369.
• If you have questions about the assignment, ask your instructor.
• If you have any questions about finding information in the library, ask the librarian.

Contact Information

Craig larson.

Librarian 763-424-0733 [email protected] Zoom:  myzoom   Available by appointment

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How to Write a Research Paper

Last Updated: February 18, 2024 Fact Checked

This article was co-authored by Chris Hadley, PhD . Chris Hadley, PhD is part of the wikiHow team and works on content strategy and data and analytics. Chris Hadley earned his PhD in Cognitive Psychology from UCLA in 2006. Chris' academic research has been published in numerous scientific journals. There are 14 references cited in this article, which can be found at the bottom of the page. This article has been fact-checked, ensuring the accuracy of any cited facts and confirming the authority of its sources. This article has been viewed 4,197,993 times.

Whether you’re in a history, literature, or science class, you’ll probably have to write a research paper at some point. It may seem daunting when you’re just starting out, but staying organized and budgeting your time can make the process a breeze. Research your topic, find reliable sources, and come up with a working thesis. Then create an outline and start drafting your paper. Be sure to leave plenty of time to make revisions, as editing is essential if you want to hand in your best work!

Sample Research Papers and Outlines

Researching Your Topic

• For instance, you might start with a general subject, like British decorative arts. Then, as you read, you home in on transferware and pottery. Ultimately, you focus on 1 potter in the 1780s who invented a way to mass-produce patterned tableware.

Tip: If you need to analyze a piece of literature, your task is to pull the work apart into literary elements and explain how the author uses those parts to make their point.

• Authoritative, credible sources include scholarly articles (especially those other authors reference), government websites, scientific studies, and reputable news bureaus. Additionally, check your sources' dates, and make sure the information you gather is up to date.
• Evaluate how other scholars have approached your topic. Identify authoritative sources or works that are accepted as the most important accounts of the subject matter. Additionally, look for debates among scholars, and ask yourself who presents the strongest evidence for their case. [3] X Trustworthy Source Purdue Online Writing Lab Trusted resource for writing and citation guidelines Go to source
• You’ll most likely need to include a bibliography or works cited page, so keep your sources organized. List your sources, format them according to your assigned style guide (such as MLA or Chicago ), and write 2 or 3 summary sentences below each one. [4] X Research source

• Imagine you’re a lawyer in a trial and are presenting a case to a jury. Think of your readers as the jurors; your opening statement is your thesis and you’ll present evidence to the jury to make your case.
• A thesis should be specific rather than vague, such as: “Josiah Spode’s improved formula for bone china enabled the mass production of transfer-printed wares, which expanded the global market for British pottery.”

Drafting Your Essay

• Your outline is your paper’s skeleton. After making the outline, all you’ll need to do is fill in the details.
• For easy reference, include your sources where they fit into your outline, like this: III. Spode vs. Wedgewood on Mass Production A. Spode: Perfected chemical formula with aims for fast production and distribution (Travis, 2002, 43) B. Wedgewood: Courted high-priced luxury market; lower emphasis on mass production (Himmelweit, 2001, 71) C. Therefore: Wedgewood, unlike Spode, delayed the expansion of the pottery market.

• For instance, your opening line could be, “Overlooked in the present, manufacturers of British pottery in the eighteenth and nineteenth centuries played crucial roles in England’s Industrial Revolution.”
• After presenting your thesis, lay out your evidence, like this: “An examination of Spode’s innovative production and distribution techniques will demonstrate the importance of his contributions to the industry and Industrial Revolution at large.”

Tip: Some people prefer to write the introduction first and use it to structure the rest of the paper. However, others like to write the body, then fill in the introduction. Do whichever seems natural to you. If you write the intro first, keep in mind you can tweak it later to reflect your finished paper’s layout.

• After setting the context, you'd include a section on Josiah Spode’s company and what he did to make pottery easier to manufacture and distribute.
• Next, discuss how targeting middle class consumers increased demand and expanded the pottery industry globally.
• Then, you could explain how Spode differed from competitors like Wedgewood, who continued to court aristocratic consumers instead of expanding the market to the middle class.
• The right number of sections or paragraphs depends on your assignment. In general, shoot for 3 to 5, but check your prompt for your assigned length.

• If you bring up a counterargument, make sure it’s a strong claim that’s worth entertaining instead of ones that's weak and easily dismissed.
• Suppose, for instance, you’re arguing for the benefits of adding fluoride to toothpaste and city water. You could bring up a study that suggested fluoride produced harmful health effects, then explain how its testing methods were flawed.

• Sum up your argument, but don’t simply rewrite your introduction using slightly different wording. To make your conclusion more memorable, you could also connect your thesis to a broader topic or theme to make it more relatable to your reader.
• For example, if you’ve discussed the role of nationalism in World War I, you could conclude by mentioning nationalism’s reemergence in contemporary foreign affairs.

Revising Your Paper

• This is also a great opportunity to make sure your paper fulfills the parameters of the assignment and answers the prompt!
• It’s a good idea to put your essay aside for a few hours (or overnight, if you have time). That way, you can start editing it with fresh eyes.

Tip: Try to give yourself at least 2 or 3 days to revise your paper. It may be tempting to simply give your paper a quick read and use the spell-checker to make edits. However, revising your paper properly is more in-depth.

• The passive voice, such as “The door was opened by me,” feels hesitant and wordy. On the other hand, the active voice, or “I opened the door,” feels strong and concise.
• Each word in your paper should do a specific job. Try to avoid including extra words just to fill up blank space on a page or sound fancy.
• For instance, “The author uses pathos to appeal to readers’ emotions” is better than “The author utilizes pathos to make an appeal to the emotional core of those who read the passage.”

• Read your essay out loud to help ensure you catch every error. As you read, check for flow as well and, if necessary, tweak any spots that sound awkward. [13] X Trustworthy Source University of North Carolina Writing Center UNC's on-campus and online instructional service that provides assistance to students, faculty, and others during the writing process Go to source

• It’s wise to get feedback from one person who’s familiar with your topic and another who’s not. The person who knows about the topic can help ensure you’ve nailed all the details. The person who’s unfamiliar with the topic can help make sure your writing is clear and easy to understand.

Community Q&A

• Remember that your topic and thesis should be as specific as possible. Thanks Helpful 5 Not Helpful 0
• Researching, outlining, drafting, and revising are all important steps, so do your best to budget your time wisely. Try to avoid waiting until the last minute to write your paper. Thanks Helpful 6 Not Helpful 2

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• ↑ https://writing.wisc.edu/handbook/assignments/planresearchpaper/
• ↑ https://writingcenter.unc.edu/tips-and-tools/evaluating-print-sources/
• ↑ https://owl.purdue.edu/owl/research_and_citation/conducting_research/research_overview/index.html
• ↑ https://poorvucenter.yale.edu/writing/graduate-writing-lab/writing-through-graduate-school/working-sources
• ↑ https://opentextbc.ca/writingforsuccess/chapter/chapter-5-putting-the-pieces-together-with-a-thesis-statement/
• ↑ https://owl.purdue.edu/owl/general_writing/the_writing_process/developing_an_outline/index.html
• ↑ https://writingcenter.unc.edu/tips-and-tools/introductions/
• ↑ https://academicguides.waldenu.edu/writingcenter/writingprocess/counterarguments
• ↑ https://writingcenter.fas.harvard.edu/pages/ending-essay-conclusions
• ↑ https://writingcenter.unc.edu/tips-and-tools/revising-drafts/
• ↑ https://academicguides.waldenu.edu/formandstyle/writing/scholarlyvoice/activepassive
• ↑ https://writingcenter.unc.edu/tips-and-tools/editing-and-proofreading/
• ↑ https://writingcenter.unc.edu/tips-and-tools/reading-aloud/
• ↑ https://owl.purdue.edu/owl/general_writing/the_writing_process/proofreading/index.html

About This Article

To write a research paper, start by researching your topic at the library, online, or using an academic database. As you conduct your research and take notes, zero in on a specific topic that you want to write about and create a 1-2 sentence thesis to state the focus of your paper. Then, create an outline that includes an introduction, 3 to 5 body paragraphs to present your arguments, and a conclusion to sum up your main points. Once you have your paper's structure organized, draft your paragraphs, focusing on 1 argument per paragraph. Use the information you found through your research to back up your claims and prove your thesis statement. Finally, proofread and revise your content until it's polished and ready to submit. For more information on researching and citing sources, read on! Did this summary help you? Yes No

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Research Paper Steps

Carefully defining your research question as well as implementing and conducting research are absolutely critical to a good research paper. If you follow the suggestions for each step of the research process carefully and thoughtfully, you’ll understand the process of research much better and create a stronger end product than if you simply open your laptop and begin writing your research paper.

The video below provides an overview of the steps in the process of writing an research paper and will give you a sneak peek at what you’ll be learning about in this area of the Excelsior OWL.

Considering Your Assignment: The Analysis

In this first step, you will evaluate and consider the purpose of your assignment, your assignment expectations, your audience, and begin to think about the voice you will use as you write.

Narrowing and Developing

Next, you will begin to narrow your topic and develop ideas related to your topic. Writing down your ideas can help you with this stage of the process.

Developing a Research Strategy

When you embark on a research project, it is important to make a plan. You should develop a research strategy that fits within your assignment expectations and considers your source requirements.

Developing Thesis or Focus

After you have spent some time reading your topic and developing your ideas, it is a good idea to establish a plan for your research essay. Establishing a working thesis or focus can help you stay on track as you continue the research and writing process.

Evaluating and Tracking Sources

As you research, you should keep in mind issues of credibility, relevance, and timeliness for your sources.

Reading and Note-taking

In addition to annotating while you read, you should establish a system to keep track of your research notes. Some teachers may require note cards, and new applications can provide virtual note cards.

Your outline will provide you with a strong organizational plan for your research. The type of outline you use will depend upon your class and professor requirements.

Drafting and Integrating

As you draft your essay and work to integrate your research, it is important to remember that your first draft is not your final draft.

Revising and Editing

Once you draft, you should engage in a thorough revision process, which involves “re-seeing” your writing. It is during this stage that good writers often realize they need to go back and re-think earlier steps. Once you feel confident in your content, you are ready to begin editing.

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How to Write a Research Paper

If you already have a headache trying to understand what research paper is all about, we have created an ultimate guide for you on how to write a research paper. You will find all the answers to your questions regarding structure, planning, doing investigation, finding the topic that appeals to you. Plus, you will find out the secret to an excellent paper. Are you at the edge of your seat? Let us start with the basics then.

• What is a Research Paper
• Reasons for Writing a Research Paper
• Report Papers and Thesis Papers
• How to Start a Research Paper
• How to Choose a Topic for a Research Paper
• How to Write a Proposal for a Research Paper
• How to Write a Research Plan
• How to Do Research
• How to Write an Outline for a Research Paper
• How to Write a Thesis Statement for a Research Paper
• How to Write a Research Paper Rough Draft
• How to Write an Introduction for a Research Paper
• How to Write a Body of a Research Paper
• How to Write a Conclusion for a Research Paper
• How to Write an Abstract for a Research Paper
• How to Revise and Edit a Research Paper
• How to Write a Bibliography for a Research Paper
• What Makes a Good Research Paper

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What is a research paper.

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You probably know the saying ‘the devil is not as black as he is painted’. This particular saying is absolutely true when it comes to writing a research paper. Your feet are cold even with the thought of this assignment. You have heard terrifying stories from older students. You have never done this before, so certainly you are scared. What is a research paper? How should I start? What are all these requirements about?

Luckily, you have a friend in need. That is our writing service. First and foremost, let us clarify the definition. A research paper is a piece of academic writing that provides information about a particular topic that you’ve researched . In other words, you choose a topic: about historical events, the work of some artist, some social issues etc. Then you collect data on the given topic and analyze it. Finally, you put your analysis on paper. See, it is not as scary as it seems. If you are still having doubts, whether you can handle it yourself, we are here to help you. Our team of writers can help you choose the topic, or give you advice on how to plan your work, or how to start, or craft a paper for you. Just contact us 24/7 and see everything yourself.

5 Reasons for Writing a Research Paper

Why should I spend my time writing some academic paper? What is the use of it? Is not some practical knowledge more important? The list of questions is endless when it comes to a research paper. That is why we have outlined 5 main reasons why writing a research paper is a good thing.

• You will learn how to organize your time

If you want to write a research paper, you will have to learn how to manage your time. This type of assignment cannot be done overnight. It requires careful planning and you will need to learn how to do it. Later, you will be able to use these time-managing skills in your personal life, so why not developing them?

• You will discover your writing skills

You cannot know something before you try it. This rule relates to writing as well. You cannot claim that you cannot write until you try it yourself. It will be really difficult at the beginning, but then the words will come to your head themselves.

• You will improve your analytical skills

Writing a research paper is all about investigation and analysis. You will need to collect data, examine and classify it. These skills are needed in modern life more than anything else is.

• You will gain confidence

Once you do your own research, it gives you the feeling of confidence in yourself. The reason is simple human brain likes solving puzzles and your assignment is just another puzzle to be solved.

• You will learn how to persuade the reader

When you write your paper, you should always remember that you are writing it for someone to read. Moreover, you want this someone to believe in your ideas. For this reason, you will have to learn different convincing methods and techniques. You will learn how to make your writing persuasive. In turns, you will be able to use these methods in real life.

What is the Difference between Report and Thesis Papers?

A common question is ‘what is the difference between a report paper and a thesis paper?’ The difference lies in the aim of these two assignments. While the former aims at presenting the information, the latter aims at providing your opinion on the matter. In other words, in a report paper you have to summarize your findings. In a thesis paper, you choose some issue and defend your point of view by persuading the reader. It is that simple.

A thesis paper is a more common assignment than a report paper. This task will help a professor to evaluate your analytical skills and skills to present your ideas logically. These skills are more important than just the ability to collect and summarize data.

How to Write a Research Paper Step by Step

Research comes from the French word  rechercher , meaning “to seek out.” Writing a research paper requires you to seek out information about a subject, take a stand on it, and back it up with the opinions, ideas, and views of others. What results is a printed paper variously known as a term paper or library paper, usually between five and fifteen pages long—most instructors specify a minimum length—in which you present your views and findings on the chosen subject.

It is not a secret that the majority of students hate writing a research paper. The reason is simple it steals your time and energy. Not to mention, constant anxiety that you will not be able to meet the deadline or that you will forget about some academic requirement.

We will not lie to you; a research paper is a difficult assignment. You will have to spend a lot of time. You will need to read, to analyze, and to search for the material. You will probably be stuck sometimes. However, if you organize your work smart, you will gain something that is worth all the effort – knowledge, experience, and high grades.

The reason why many students fail writing a research paper is that nobody explained them how to start and how to plan their work. Luckily, you have found our writing service and we are ready to shed the light on this dark matter.

We have created a step by step guide for you on how to write a research paper. We will dwell upon the structure, the writing tips, the writing strategies as well as academic requirements. Read this whole article and you will see that you can handle writing this assignment and our team of writers is here to assist you.

How to Start a Research Paper?

It all starts with the assignment. Your professor gives you the task. It may be either some general issue or specific topic to write about. Your assignment is your first guide to success. If you understand what you need to do according to the assignment, you are on the road to high results. Do not be scared to clarify your task if you need to. There is nothing wrong in asking a question if you want to do something right. You can ask your professor or you can ask our writers who know a thing or two in academic writing.

It is essential to understand the assignment. A good beginning makes a good ending, so start smart.

Learn how to start a research paper .

Choosing a Topic for a Research Paper

We have already mentioned that it is not enough to do great research. You need to persuade the reader that you have made some great research. What convinces better that an eye-catching topic? That is why it is important to understand how to choose a topic for a research paper.

First, you need to delimit the general idea to a more specific one. Secondly, you need to find what makes this topic interesting for you and for the academia. Finally, you need to refine you topic. Remember, it is not something you will do in one day. You can be reshaping your topic throughout your whole writing process. Still, reshaping not changing it completely. That is why keep in your head one main idea: your topic should be precise and compelling .

Learn how to choose a topic for a research paper .

How to Write a Proposal for a Research Paper?

If you do not know what a proposal is, let us explain it to you. A proposal should answer three main questions:

• What is the main aim of your investigation?
• Why is your investigation important?
• How are you going to achieve the results?

In other words, proposal should show why your topic is interesting and how you are going to prove it. As to writing requirements, they may differ. That is why make sure you find out all the details at your department. You can ask your departmental administrator or find information online at department’s site. It is crucial to follow all the administrative requirements, as it will influence your grade.

Learn how to write a proposal for a research paper .

How to Write a Research Plan?

The next step is writing a plan. You have already decided on the main issues, you have chosen the bibliography, and you have clarified the methods. Here comes the planning. If you want to avoid writer’s block, you have to structure you work. Discuss your strategies and ideas with your instructor. Think thoroughly why you need to present some data and ideas first and others second. Remember that there are basic structure elements that your research paper should include:

• Thesis Statement
• Introduction
• Bibliography

You should keep in mind this skeleton when planning your work. This will keep your mind sharp and your ideas will flow logically.

Learn how to write a research plan .

How to Do Research?

Your research will include three stages: collecting data, reading and analyzing it, and writing itself.

First, you need to collect all the material that you will need for you investigation: films, documents, surveys, interviews, and others. Secondly, you will have to read and analyze. This step is tricky, as you need to do this part smart. It is not enough just to read, as you cannot keep in mind all the information. It is essential that you make notes and write down your ideas while analyzing some data. When you get down to the stage number three, writing itself, you will already have the main ideas written on your notes. Plus, remember to jot down the reference details. You will then appreciate this trick when you will have to write the bibliography.

If you do your research this way, it will be much easier for you to write the paper. You will already have blocks of your ideas written down and you will just need to add some material and refine your paper.

Learn how to do research .

How to Write an Outline for a Research Paper?

To make your paper well organized you need to write an outline. Your outline will serve as your guiding star through the writing process. With a great outline you will not get sidetracked, because you will have a structured plan to follow. Both you and the reader will benefit from your outline. You present your ideas logically and you make your writing coherent according to your plan. As a result, this outline guides the reader through your paper and the reader enjoys the way you demonstrate your ideas.

Learn how to write an outline for a research paper . See research paper outline examples .

How to Write a Thesis Statement for a Research Paper?

Briefly, the thesis is the main argument of your research paper. It should be precise, convincing and logical. Your thesis statement should include your point of view supported by evidence or logic. Still, remember it should be precise. You should not beat around the bush, or provide all the possible evidence you have found. It is usually a single sentence that shows your argument. In on sentence you should make a claim, explain why it significant and convince the reader that your point of view is important.

Learn how to write a thesis statement for a research paper . See research paper thesis statement examples .

Should I Write a Rough Draft for a Research Paper?

Do you know any writer who put their ideas on paper, then never edited them and just published? Probably, no writer did so. Writing a research paper is no exception. It is impossible to cope with this assignment without writing a rough draft.

Your draft will help you understand what you need to polish to make your paper perfect. All the requirements, academic standards make it difficult to do everything flawlessly at the first attempt. Make sure you know all the formatting requirements: margins, words quantity, reference requirements, formatting styles etc.

Learn how to write a rough draft for a research paper .

How to Write an Introduction for a Research Paper?

Let us make it more vivid for you. We have narrowed down the tips on writing an introduction to the three main ones:

• Include your thesis in your introduction

Remember to include the thesis statement in your introduction. Usually, it goes at the end of the first paragraph.

• Present the main ideas of the body

You should tell the main topics you are going to discuss in the main body. For this reason, before writing this part of introduction, make sure you know what is your main body is going to be about. It should include your main ideas.

• Polish your thesis and introduction

When you finish the main body of your paper, come back to the thesis statement and introduction. Restate something if needed. Just make it perfect; because introduction is like the trailer to your paper, it should make the reader want to read the whole piece.

Learn how to write an introduction for a research paper . See research paper introduction examples .

How to Write a Body of a Research Paper?

A body is the main part of your research paper. In this part, you will include all the needed evidence; you will provide the examples and support your argument.

It is important to structure your paragraphs thoroughly. That is to say, topic sentence and the evidence supporting the topic. Stay focused and do not be sidetracked. You have your outline, so follow it.

Here are the main tips to keep in head when writing a body of a research paper:

• Let the ideas flow logically
• Include only relevant information
• Provide the evidence
• Structure the paragraphs
• Make the coherent transition from one paragraph to another

See? When it is all structured, it is not as scary as it seemed at the beginning. Still, if you have doubts, you can always ask our writers for help.

Learn how to write a body of a research paper . See research paper transition examples .

How to Write a Conclusion for a Research Paper?

Writing a good conclusion is important as writing any other part of the paper. Remember that conclusion is not a summary of what you have mentioned before. A good conclusion should include your last strong statement.

If you have written everything according to the plan, the reader already knows why your investigation is important. The reader has already seen the evidence. The only thing left is a strong concluding thought that will organize all your findings.

Never include any new information in conclusion. You need to conclude, not to start a new discussion.

Learn how to write a conclusion for a research paper .

How to Write an Abstract for a Research Paper?

An abstract is a brief summary of your paper, usually 100-200 words. You should provide the main gist of your paper in this short summary. An abstract can be informative, descriptive or proposal. Depending on the type of abstract, you need to write, the requirements will differ.

To write an informative abstract you have to provide the summary of the whole paper. Informative summary. In other words, you need to tell about the main points of your work, the methods used, the results and the conclusion of your research.

To write a descriptive abstract you will not have to provide any summery. You should write a short teaser of your paper. That is to say, you need to write an overview of your paper. The aim of a descriptive abstract is to interest the reader.

Finally, to write a proposal abstract you will need to write the basic summary as for the informative abstract. However, the difference is the following: you aim at persuading someone to let you write on the topic. That is why, a proposal abstract should present your topic as the one worth investigating.

Learn how to write an abstract for a research paper .

Should I Revise and Edit a Research Paper?

Revising and editing your paper is essential if you want to get high grades. Let us help you revise your paper smart:

• Check your paper for spelling and grammar mistakes
• Sharpen the vocabulary
• Make sure there are no slang words in your paper
• Examine your paper in terms of structure
• Compare your topic, thesis statement to the whole piece
• Check your paper for plagiarism

If you need assistance with proofreading and editing your paper, you can turn to the professional editors at our service. They will help you polish your paper to perfection.

Learn how to revise and edit a research paper .

How to Write a Bibliography for a Research Paper?

First, let us make it clear that bibliography and works cited are two different things. Works cited are those that you cited in your paper. Bibliography should include all the materials you used to do your research. Still, remember that bibliography requirements differ depending on the formatting style of your paper. For this reason, make sure you ask you professor all the requirements you need to meet to avoid any misunderstanding.

Learn how to write a bibliography for a research paper .

The Key Secret to a Good Research Paper

Now when you know all the stages of writing a research paper, you are ready to find the key to a good research paper:

• Choose the topic that really interests you
• Make the topic interesting for you even if it is not at the beginning
• Follow the step by step guide and do not get sidetracked
• Be persistent and believe in yourself
• Really do research and write your paper from scratch
• Learn the convincing writing techniques and use them
• Follow the requirements of your assignment
• Ask for help if needed from real professionals

Feeling more confident about your paper now? We are sure you do. Still, if you need help, you can always rely on us 24/7.

We hope we have made writing a research paper much easier for you. We realize that it requires lots of time and energy. We believe when you say that you cannot handle it anymore. For this reason, we have been helping students like you for years. Our professional team of writers is ready to tackle any challenge.

All our authors are experienced writers crafting excellent academic papers. We help students meet the deadline and get the top grades they want. You can see everything yourself. All you need to do is to place your order online and we will contact you. Writing a research paper with us is truly easy, so why do not you check it yourself?

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How to write your first research paper.

Writing a research manuscript is an intimidating process for many novice writers in the sciences. One of the stumbling blocks is the beginning of the process and creating the first draft. This paper presents guidelines on how to initiate the writing process and draft each section of a research manuscript. The paper discusses seven rules that allow the writer to prepare a well-structured and comprehensive manuscript for a publication submission. In addition, the author lists different strategies for successful revision. Each of those strategies represents a step in the revision process and should help the writer improve the quality of the manuscript. The paper could be considered a brief manual for publication.

It is late at night. You have been struggling with your project for a year. You generated an enormous amount of interesting data. Your pipette feels like an extension of your hand, and running western blots has become part of your daily routine, similar to brushing your teeth. Your colleagues think you are ready to write a paper, and your lab mates tease you about your “slow” writing progress. Yet days pass, and you cannot force yourself to sit down to write. You have not written anything for a while (lab reports do not count), and you feel you have lost your stamina. How does the writing process work? How can you fit your writing into a daily schedule packed with experiments? What section should you start with? What distinguishes a good research paper from a bad one? How should you revise your paper? These and many other questions buzz in your head and keep you stressed. As a result, you procrastinate. In this paper, I will discuss the issues related to the writing process of a scientific paper. Specifically, I will focus on the best approaches to start a scientific paper, tips for writing each section, and the best revision strategies.

1. Schedule your writing time in Outlook

Whether you have written 100 papers or you are struggling with your first, starting the process is the most difficult part unless you have a rigid writing schedule. Writing is hard. It is a very difficult process of intense concentration and brain work. As stated in Hayes’ framework for the study of writing: “It is a generative activity requiring motivation, and it is an intellectual activity requiring cognitive processes and memory” [ 1 ]. In his book How to Write a Lot: A Practical Guide to Productive Academic Writing , Paul Silvia says that for some, “it’s easier to embalm the dead than to write an article about it” [ 2 ]. Just as with any type of hard work, you will not succeed unless you practice regularly. If you have not done physical exercises for a year, only regular workouts can get you into good shape again. The same kind of regular exercises, or I call them “writing sessions,” are required to be a productive author. Choose from 1- to 2-hour blocks in your daily work schedule and consider them as non-cancellable appointments. When figuring out which blocks of time will be set for writing, you should select the time that works best for this type of work. For many people, mornings are more productive. One Yale University graduate student spent a semester writing from 8 a.m. to 9 a.m. when her lab was empty. At the end of the semester, she was amazed at how much she accomplished without even interrupting her regular lab hours. In addition, doing the hardest task first thing in the morning contributes to the sense of accomplishment during the rest of the day. This positive feeling spills over into our work and life and has a very positive effect on our overall attitude.

Rule 1: Create regular time blocks for writing as appointments in your calendar and keep these appointments.

2. start with an outline.

Now that you have scheduled time, you need to decide how to start writing. The best strategy is to start with an outline. This will not be an outline that you are used to, with Roman numerals for each section and neat parallel listing of topic sentences and supporting points. This outline will be similar to a template for your paper. Initially, the outline will form a structure for your paper; it will help generate ideas and formulate hypotheses. Following the advice of George M. Whitesides, “. . . start with a blank piece of paper, and write down, in any order, all important ideas that occur to you concerning the paper” [ 3 ]. Use Table 1 as a starting point for your outline. Include your visuals (figures, tables, formulas, equations, and algorithms), and list your findings. These will constitute the first level of your outline, which will eventually expand as you elaborate.

The next stage is to add context and structure. Here you will group all your ideas into sections: Introduction, Methods, Results, and Discussion/Conclusion ( Table 2 ). This step will help add coherence to your work and sift your ideas.

Now that you have expanded your outline, you are ready for the next step: discussing the ideas for your paper with your colleagues and mentor. Many universities have a writing center where graduate students can schedule individual consultations and receive assistance with their paper drafts. Getting feedback during early stages of your draft can save a lot of time. Talking through ideas allows people to conceptualize and organize thoughts to find their direction without wasting time on unnecessary writing. Outlining is the most effective way of communicating your ideas and exchanging thoughts. Moreover, it is also the best stage to decide to which publication you will submit the paper. Many people come up with three choices and discuss them with their mentors and colleagues. Having a list of journal priorities can help you quickly resubmit your paper if your paper is rejected.

Rule 2: Create a detailed outline and discuss it with your mentor and peers.

3. continue with drafts.

After you get enough feedback and decide on the journal you will submit to, the process of real writing begins. Copy your outline into a separate file and expand on each of the points, adding data and elaborating on the details. When you create the first draft, do not succumb to the temptation of editing. Do not slow down to choose a better word or better phrase; do not halt to improve your sentence structure. Pour your ideas into the paper and leave revision and editing for later. As Paul Silvia explains, “Revising while you generate text is like drinking decaffeinated coffee in the early morning: noble idea, wrong time” [ 2 ].

Many students complain that they are not productive writers because they experience writer’s block. Staring at an empty screen is frustrating, but your screen is not really empty: You have a template of your article, and all you need to do is fill in the blanks. Indeed, writer’s block is a logical fallacy for a scientist ― it is just an excuse to procrastinate. When scientists start writing a research paper, they already have their files with data, lab notes with materials and experimental designs, some visuals, and tables with results. All they need to do is scrutinize these pieces and put them together into a comprehensive paper.

3.1. Starting with Materials and Methods

If you still struggle with starting a paper, then write the Materials and Methods section first. Since you have all your notes, it should not be problematic for you to describe the experimental design and procedures. Your most important goal in this section is to be as explicit as possible by providing enough detail and references. In the end, the purpose of this section is to allow other researchers to evaluate and repeat your work. So do not run into the same problems as the writers of the sentences in (1):

1a. Bacteria were pelleted by centrifugation. 1b. To isolate T cells, lymph nodes were collected.

As you can see, crucial pieces of information are missing: the speed of centrifuging your bacteria, the time, and the temperature in (1a); the source of lymph nodes for collection in (b). The sentences can be improved when information is added, as in (2a) and (2b), respectfully:

2a. Bacteria were pelleted by centrifugation at 3000g for 15 min at 25°C. 2b. To isolate T cells, mediastinal and mesenteric lymph nodes from Balb/c mice were collected at day 7 after immunization with ovabumin.

If your method has previously been published and is well-known, then you should provide only the literature reference, as in (3a). If your method is unpublished, then you need to make sure you provide all essential details, as in (3b).

3a. Stem cells were isolated, according to Johnson [23]. 3b. Stem cells were isolated using biotinylated carbon nanotubes coated with anti-CD34 antibodies.

Furthermore, cohesion and fluency are crucial in this section. One of the malpractices resulting in disrupted fluency is switching from passive voice to active and vice versa within the same paragraph, as shown in (4). This switching misleads and distracts the reader.

4. Behavioral computer-based experiments of Study 1 were programmed by using E-Prime. We took ratings of enjoyment, mood, and arousal as the patients listened to preferred pleasant music and unpreferred music by using Visual Analogue Scales (SI Methods). The preferred and unpreferred status of the music was operationalized along a continuum of pleasantness [ 4 ].

The problem with (4) is that the reader has to switch from the point of view of the experiment (passive voice) to the point of view of the experimenter (active voice). This switch causes confusion about the performer of the actions in the first and the third sentences. To improve the coherence and fluency of the paragraph above, you should be consistent in choosing the point of view: first person “we” or passive voice [ 5 ]. Let’s consider two revised examples in (5).

5a. We programmed behavioral computer-based experiments of Study 1 by using E-Prime. We took ratings of enjoyment, mood, and arousal by using Visual Analogue Scales (SI Methods) as the patients listened to preferred pleasant music and unpreferred music. We operationalized the preferred and unpreferred status of the music along a continuum of pleasantness. 5b. Behavioral computer-based experiments of Study 1 were programmed by using E-Prime. Ratings of enjoyment, mood, and arousal were taken as the patients listened to preferred pleasant music and unpreferred music by using Visual Analogue Scales (SI Methods). The preferred and unpreferred status of the music was operationalized along a continuum of pleasantness.

If you choose the point of view of the experimenter, then you may end up with repetitive “we did this” sentences. For many readers, paragraphs with sentences all beginning with “we” may also sound disruptive. So if you choose active sentences, you need to keep the number of “we” subjects to a minimum and vary the beginnings of the sentences [ 6 ].

Interestingly, recent studies have reported that the Materials and Methods section is the only section in research papers in which passive voice predominantly overrides the use of the active voice [ 5 , 7 , 8 , 9 ]. For example, Martínez shows a significant drop in active voice use in the Methods sections based on the corpus of 1 million words of experimental full text research articles in the biological sciences [ 7 ]. According to the author, the active voice patterned with “we” is used only as a tool to reveal personal responsibility for the procedural decisions in designing and performing experimental work. This means that while all other sections of the research paper use active voice, passive voice is still the most predominant in Materials and Methods sections.

Writing Materials and Methods sections is a meticulous and time consuming task requiring extreme accuracy and clarity. This is why when you complete your draft, you should ask for as much feedback from your colleagues as possible. Numerous readers of this section will help you identify the missing links and improve the technical style of this section.

Rule 3: Be meticulous and accurate in describing the Materials and Methods. Do not change the point of view within one paragraph.

3.2. writing results section.

For many authors, writing the Results section is more intimidating than writing the Materials and Methods section . If people are interested in your paper, they are interested in your results. That is why it is vital to use all your writing skills to objectively present your key findings in an orderly and logical sequence using illustrative materials and text.

Your Results should be organized into different segments or subsections where each one presents the purpose of the experiment, your experimental approach, data including text and visuals (tables, figures, schematics, algorithms, and formulas), and data commentary. For most journals, your data commentary will include a meaningful summary of the data presented in the visuals and an explanation of the most significant findings. This data presentation should not repeat the data in the visuals, but rather highlight the most important points. In the “standard” research paper approach, your Results section should exclude data interpretation, leaving it for the Discussion section. However, interpretations gradually and secretly creep into research papers: “Reducing the data, generalizing from the data, and highlighting scientific cases are all highly interpretive processes. It should be clear by now that we do not let the data speak for themselves in research reports; in summarizing our results, we interpret them for the reader” [ 10 ]. As a result, many journals including the Journal of Experimental Medicine and the Journal of Clinical Investigation use joint Results/Discussion sections, where results are immediately followed by interpretations.

Another important aspect of this section is to create a comprehensive and supported argument or a well-researched case. This means that you should be selective in presenting data and choose only those experimental details that are essential for your reader to understand your findings. You might have conducted an experiment 20 times and collected numerous records, but this does not mean that you should present all those records in your paper. You need to distinguish your results from your data and be able to discard excessive experimental details that could distract and confuse the reader. However, creating a picture or an argument should not be confused with data manipulation or falsification, which is a willful distortion of data and results. If some of your findings contradict your ideas, you have to mention this and find a plausible explanation for the contradiction.

In addition, your text should not include irrelevant and peripheral information, including overview sentences, as in (6).

6. To show our results, we first introduce all components of experimental system and then describe the outcome of infections.

Indeed, wordiness convolutes your sentences and conceals your ideas from readers. One common source of wordiness is unnecessary intensifiers. Adverbial intensifiers such as “clearly,” “essential,” “quite,” “basically,” “rather,” “fairly,” “really,” and “virtually” not only add verbosity to your sentences, but also lower your results’ credibility. They appeal to the reader’s emotions but lower objectivity, as in the common examples in (7):

7a. Table 3 clearly shows that … 7b. It is obvious from figure 4 that …

Another source of wordiness is nominalizations, i.e., nouns derived from verbs and adjectives paired with weak verbs including “be,” “have,” “do,” “make,” “cause,” “provide,” and “get” and constructions such as “there is/are.”

8a. We tested the hypothesis that there is a disruption of membrane asymmetry. 8b. In this paper we provide an argument that stem cells repopulate injured organs.

In the sentences above, the abstract nominalizations “disruption” and “argument” do not contribute to the clarity of the sentences, but rather clutter them with useless vocabulary that distracts from the meaning. To improve your sentences, avoid unnecessary nominalizations and change passive verbs and constructions into active and direct sentences.

9a. We tested the hypothesis that the membrane asymmetry is disrupted. 9b. In this paper we argue that stem cells repopulate injured organs.

Your Results section is the heart of your paper, representing a year or more of your daily research. So lead your reader through your story by writing direct, concise, and clear sentences.

Rule 4: Be clear, concise, and objective in describing your Results.

3.3. now it is time for your introduction.

Now that you are almost half through drafting your research paper, it is time to update your outline. While describing your Methods and Results, many of you diverged from the original outline and re-focused your ideas. So before you move on to create your Introduction, re-read your Methods and Results sections and change your outline to match your research focus. The updated outline will help you review the general picture of your paper, the topic, the main idea, and the purpose, which are all important for writing your introduction.

The best way to structure your introduction is to follow the three-move approach shown in Table 3 .

Adapted from Swales and Feak [ 11 ].

The moves and information from your outline can help to create your Introduction efficiently and without missing steps. These moves are traffic signs that lead the reader through the road of your ideas. Each move plays an important role in your paper and should be presented with deep thought and care. When you establish the territory, you place your research in context and highlight the importance of your research topic. By finding the niche, you outline the scope of your research problem and enter the scientific dialogue. The final move, “occupying the niche,” is where you explain your research in a nutshell and highlight your paper’s significance. The three moves allow your readers to evaluate their interest in your paper and play a significant role in the paper review process, determining your paper reviewers.

Some academic writers assume that the reader “should follow the paper” to find the answers about your methodology and your findings. As a result, many novice writers do not present their experimental approach and the major findings, wrongly believing that the reader will locate the necessary information later while reading the subsequent sections [ 5 ]. However, this “suspense” approach is not appropriate for scientific writing. To interest the reader, scientific authors should be direct and straightforward and present informative one-sentence summaries of the results and the approach.

Another problem is that writers understate the significance of the Introduction. Many new researchers mistakenly think that all their readers understand the importance of the research question and omit this part. However, this assumption is faulty because the purpose of the section is not to evaluate the importance of the research question in general. The goal is to present the importance of your research contribution and your findings. Therefore, you should be explicit and clear in describing the benefit of the paper.

The Introduction should not be long. Indeed, for most journals, this is a very brief section of about 250 to 600 words, but it might be the most difficult section due to its importance.

Rule 5: Interest your reader in the Introduction section by signalling all its elements and stating the novelty of the work.

3.4. discussion of the results.

For many scientists, writing a Discussion section is as scary as starting a paper. Most of the fear comes from the variation in the section. Since every paper has its unique results and findings, the Discussion section differs in its length, shape, and structure. However, some general principles of writing this section still exist. Knowing these rules, or “moves,” can change your attitude about this section and help you create a comprehensive interpretation of your results.

The purpose of the Discussion section is to place your findings in the research context and “to explain the meaning of the findings and why they are important, without appearing arrogant, condescending, or patronizing” [ 11 ]. The structure of the first two moves is almost a mirror reflection of the one in the Introduction. In the Introduction, you zoom in from general to specific and from the background to your research question; in the Discussion section, you zoom out from the summary of your findings to the research context, as shown in Table 4 .

Adapted from Swales and Feak and Hess [ 11 , 12 ].

The biggest challenge for many writers is the opening paragraph of the Discussion section. Following the moves in Table 1 , the best choice is to start with the study’s major findings that provide the answer to the research question in your Introduction. The most common starting phrases are “Our findings demonstrate . . .,” or “In this study, we have shown that . . .,” or “Our results suggest . . .” In some cases, however, reminding the reader about the research question or even providing a brief context and then stating the answer would make more sense. This is important in those cases where the researcher presents a number of findings or where more than one research question was presented. Your summary of the study’s major findings should be followed by your presentation of the importance of these findings. One of the most frequent mistakes of the novice writer is to assume the importance of his findings. Even if the importance is clear to you, it may not be obvious to your reader. Digesting the findings and their importance to your reader is as crucial as stating your research question.

Another useful strategy is to be proactive in the first move by predicting and commenting on the alternative explanations of the results. Addressing potential doubts will save you from painful comments about the wrong interpretation of your results and will present you as a thoughtful and considerate researcher. Moreover, the evaluation of the alternative explanations might help you create a logical step to the next move of the discussion section: the research context.

The goal of the research context move is to show how your findings fit into the general picture of the current research and how you contribute to the existing knowledge on the topic. This is also the place to discuss any discrepancies and unexpected findings that may otherwise distort the general picture of your paper. Moreover, outlining the scope of your research by showing the limitations, weaknesses, and assumptions is essential and adds modesty to your image as a scientist. However, make sure that you do not end your paper with the problems that override your findings. Try to suggest feasible explanations and solutions.

If your submission does not require a separate Conclusion section, then adding another paragraph about the “take-home message” is a must. This should be a general statement reiterating your answer to the research question and adding its scientific implications, practical application, or advice.

Just as in all other sections of your paper, the clear and precise language and concise comprehensive sentences are vital. However, in addition to that, your writing should convey confidence and authority. The easiest way to illustrate your tone is to use the active voice and the first person pronouns. Accompanied by clarity and succinctness, these tools are the best to convince your readers of your point and your ideas.

Rule 6: Present the principles, relationships, and generalizations in a concise and convincing tone.

4. choosing the best working revision strategies.

Now that you have created the first draft, your attitude toward your writing should have improved. Moreover, you should feel more confident that you are able to accomplish your project and submit your paper within a reasonable timeframe. You also have worked out your writing schedule and followed it precisely. Do not stop ― you are only at the midpoint from your destination. Just as the best and most precious diamond is no more than an unattractive stone recognized only by trained professionals, your ideas and your results may go unnoticed if they are not polished and brushed. Despite your attempts to present your ideas in a logical and comprehensive way, first drafts are frequently a mess. Use the advice of Paul Silvia: “Your first drafts should sound like they were hastily translated from Icelandic by a non-native speaker” [ 2 ]. The degree of your success will depend on how you are able to revise and edit your paper.

The revision can be done at the macrostructure and the microstructure levels [ 13 ]. The macrostructure revision includes the revision of the organization, content, and flow. The microstructure level includes individual words, sentence structure, grammar, punctuation, and spelling.

The best way to approach the macrostructure revision is through the outline of the ideas in your paper. The last time you updated your outline was before writing the Introduction and the Discussion. Now that you have the beginning and the conclusion, you can take a bird’s-eye view of the whole paper. The outline will allow you to see if the ideas of your paper are coherently structured, if your results are logically built, and if the discussion is linked to the research question in the Introduction. You will be able to see if something is missing in any of the sections or if you need to rearrange your information to make your point.

The next step is to revise each of the sections starting from the beginning. Ideally, you should limit yourself to working on small sections of about five pages at a time [ 14 ]. After these short sections, your eyes get used to your writing and your efficiency in spotting problems decreases. When reading for content and organization, you should control your urge to edit your paper for sentence structure and grammar and focus only on the flow of your ideas and logic of your presentation. Experienced researchers tend to make almost three times the number of changes to meaning than novice writers [ 15 , 16 ]. Revising is a difficult but useful skill, which academic writers obtain with years of practice.

In contrast to the macrostructure revision, which is a linear process and is done usually through a detailed outline and by sections, microstructure revision is a non-linear process. While the goal of the macrostructure revision is to analyze your ideas and their logic, the goal of the microstructure editing is to scrutinize the form of your ideas: your paragraphs, sentences, and words. You do not need and are not recommended to follow the order of the paper to perform this type of revision. You can start from the end or from different sections. You can even revise by reading sentences backward, sentence by sentence and word by word.

One of the microstructure revision strategies frequently used during writing center consultations is to read the paper aloud [ 17 ]. You may read aloud to yourself, to a tape recorder, or to a colleague or friend. When reading and listening to your paper, you are more likely to notice the places where the fluency is disrupted and where you stumble because of a very long and unclear sentence or a wrong connector.

Another revision strategy is to learn your common errors and to do a targeted search for them [ 13 ]. All writers have a set of problems that are specific to them, i.e., their writing idiosyncrasies. Remembering these problems is as important for an academic writer as remembering your friends’ birthdays. Create a list of these idiosyncrasies and run a search for these problems using your word processor. If your problem is demonstrative pronouns without summary words, then search for “this/these/those” in your text and check if you used the word appropriately. If you have a problem with intensifiers, then search for “really” or “very” and delete them from the text. The same targeted search can be done to eliminate wordiness. Searching for “there is/are” or “and” can help you avoid the bulky sentences.

The final strategy is working with a hard copy and a pencil. Print a double space copy with font size 14 and re-read your paper in several steps. Try reading your paper line by line with the rest of the text covered with a piece of paper. When you are forced to see only a small portion of your writing, you are less likely to get distracted and are more likely to notice problems. You will end up spotting more unnecessary words, wrongly worded phrases, or unparallel constructions.

After you apply all these strategies, you are ready to share your writing with your friends, colleagues, and a writing advisor in the writing center. Get as much feedback as you can, especially from non-specialists in your field. Patiently listen to what others say to you ― you are not expected to defend your writing or explain what you wanted to say. You may decide what you want to change and how after you receive the feedback and sort it in your head. Even though some researchers make the revision an endless process and can hardly stop after a 14th draft; having from five to seven drafts of your paper is a norm in the sciences. If you can’t stop revising, then set a deadline for yourself and stick to it. Deadlines always help.

Rule 7: Revise your paper at the macrostructure and the microstructure level using different strategies and techniques. Receive feedback and revise again.

5. it is time to submit.

It is late at night again. You are still in your lab finishing revisions and getting ready to submit your paper. You feel happy ― you have finally finished a year’s worth of work. You will submit your paper tomorrow, and regardless of the outcome, you know that you can do it. If one journal does not take your paper, you will take advantage of the feedback and resubmit again. You will have a publication, and this is the most important achievement.

What is even more important is that you have your scheduled writing time that you are going to keep for your future publications, for reading and taking notes, for writing grants, and for reviewing papers. You are not going to lose stamina this time, and you will become a productive scientist. But for now, let’s celebrate the end of the paper.

• Hayes JR. In: The Science of Writing: Theories, Methods, Individual Differences, and Applications. Levy CM, Ransdell SE, editors. Mahwah, NJ: Lawrence Erlbaum; 1996. A new framework for understanding cognition and affect in writing; pp. 1–28. [ Google Scholar ]
• Silvia PJ. How to Write a Lot. Washington, DC: American Psychological Association; 2007. [ Google Scholar ]
• Whitesides GM. Whitesides’ Group: Writing a Paper. Adv Mater. 2004; 16 (15):1375–1377. [ Google Scholar ]
• Soto D, Funes MJ, Guzmán-García A, Warbrick T, Rotshtein T, Humphreys GW. Pleasant music overcomes the loss of awareness in patients with visual neglect. Proc Natl Acad Sci USA. 2009; 106 (14):6011–6016. [ PMC free article ] [ PubMed ] [ Google Scholar ]
• Hofmann AH. Scientific Writing and Communication. Papers, Proposals, and Presentations. New York: Oxford University Press; 2010. [ Google Scholar ]
• Zeiger M. Essentials of Writing Biomedical Research Papers. 2nd edition. San Francisco, CA: McGraw-Hill Companies, Inc.; 2000. [ Google Scholar ]
• Martínez I. Native and non-native writers’ use of first person pronouns in the different sections of biology research articles in English. Journal of Second Language Writing. 2005; 14 (3):174–190. [ Google Scholar ]
• Rodman L. The Active Voice In Scientific Articles: Frequency And Discourse Functions. Journal Of Technical Writing And Communication. 1994; 24 (3):309–331. [ Google Scholar ]
• Tarone LE, Dwyer S, Gillette S, Icke V. On the use of the passive in two astrophysics journal papers with extensions to other languages and other fields. English for Specific Purposes. 1998; 17 :113–132. [ Google Scholar ]
• Penrose AM, Katz SB. Writing in the sciences: Exploring conventions of scientific discourse. New York: St. Martin’s Press; 1998. [ Google Scholar ]
• Swales JM, Feak CB. Academic Writing for Graduate Students. 2nd edition. Ann Arbor: University of Michigan Press; 2004. [ Google Scholar ]
• Hess DR. How to Write an Effective Discussion. Respiratory Care. 2004; 29 (10):1238–1241. [ PubMed ] [ Google Scholar ]
• Belcher WL. Writing Your Journal Article in 12 Weeks: a guide to academic publishing success. Thousand Oaks, CA: SAGE Publications; 2009. [ Google Scholar ]
• Single PB. Demystifying Dissertation Writing: A Streamlined Process of Choice of Topic to Final Text. Virginia: Stylus Publishing LLC; 2010. [ Google Scholar ]
• Faigley L, Witte SP. Analyzing revision. Composition and Communication. 1981; 32 :400–414. [ Google Scholar ]
• Flower LS, Hayes JR, Carey L, Schriver KS, Stratman J. Detection, diagnosis, and the strategies of revision. College Composition and Communication. 1986; 37 (1):16–55. [ Google Scholar ]
• Young BR. In: A Tutor’s Guide: Helping Writers One to One. Rafoth B, editor. Portsmouth, NH: Boynton/Cook Publishers; 2005. Can You Proofread This? pp. 140–158. [ Google Scholar ]

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Learning how to start a research paper is the first checklist item of your academic writing journey. A compelling research paper introduction sets the stage for everything that follows. It clearly defines your argument and gives readers a roadmap for what’s in store.

But why is a strong introduction to a research paper so important? Simple. It grabs attention and lays the foundation stone of your argument. Through this practical guide, we’ll explore the various elements to include in your introduction for a research paper. We’ll try to shed light through practical tips and examples. So let’s dive in! 

Want to elevate the quality of your research paper? Learn more

How to write a research paper introduction?

First impressions always matter, and this is why adding a strong introduction to a research paper is so important. But what does it constitute? There are 3 main parts broadly – The hook, the background information, and the thesis statement. 

Let’s look at each one in detail:

The first sentence is your hook, designed to capture the reader’s attention. It can be a provocative question, a surprising fact, or a bold statement. The aim is to pique interest and pose the overarching question that your research seeks to answer. A well-crafted hook is like a magnet—it draws the reader into your intellectual arena.

Example: Did you know chocolate was once used as currency in ancient civilizations?

Background information

When it comes to writing a research paper introduction , your reader needs context but not information overload. Here, you set the stage by providing just enough background information on the topic at hand.

It can include previous studies on the same topic, the scope, and some context. Consider this your chance to orient your audience before delving into the complexities of your argument. 

Example : “There has been a significant increase in the incidence of diabetes in recent years. This has led to an increased demand for effective diabetes management strategies. The purpose of this study is to evaluate the effectiveness of a new diabetes management program in improving patient outcomes.”

The thesis statement

This is the core of your research paper introduction paragraph. It succinctly outlines the aim and focus of your paper. This is usually the first sentence in the introductory paragraph of a research paper.

Example: This paper reviews the recent research in cultural psychology and how culture is the byproduct of interpersonal relations and evolution. 

Some practical tips:

• Keep your thesis statement specific.
• Express a single main idea in your statement.
• Make your thesis statement invite the main discussion.

In Summary:

• A compelling hook grabs attention.
• Just enough background sets the stage and orients the reader.
• A clear thesis statement should warrant discussion and take some sort of a stand.

Armed with these three pillars, you’re well on your way to crafting an introduction paragraph of a research paper that captivates and informs.

In the following sections, we’ll dive deeper into how to start a research paper , offering tailored advice for various types of research undertakings.

How to Start A Research Paper: Actionable Tips

So you’re staring at that blinking cursor, feeling the weight of a thousand academic journals on your shoulders. The task: figure out how to start a research paper. Let’s ditch the anxiety and get right to the point!

Understand your audience

First and foremost, know who you’re talking to. Is your audience a group of academics or a more general readership? Understanding your audience is like knowing your stage and adjusting your tone and language accordingly.

To define your audience, try to create a persona – age, sex, economic level, social status, and so on. You can do this by:

• Conducting an online survey
• Organizing focus groups
• Talking to your audience directly via phone calls

Research beforehand

Before you even type the first word, dig deep into your topic. Consult sources, both primary and secondary, to have a well-rounded understanding of the issue.

Check the following aspects before moving to the next step:

• Identify Keywords : Find relevant keywords that are related to your topic.
• Database Diving : Utilize academic databases like PubMed for medical research or JSTOR for humanities.
• Cross-Reference : Always double-check facts from multiple sources.

You can rely on two kinds of sources for your research, as mentioned below:

Primary Sources : These are your firsthand accounts or direct evidence. If you’re tackling a historical topic, primary sources could be letters, diaries, or newspaper articles from the time. In scientific research, it might be the raw data from experiments.

Secondary Sources : These are interpretations or analyses of primary sources. Academic articles, reviews, and most books fall under this category. 

Craft a strong thesis statement

A thesis statement focuses on a specific topic. So make your thesis statement is clear and concise.

Follow the steps mentioned below to craft a strong thesis statement:

• Be specific : Aim for specificity. Instead of saying, “Social media affects mental health,” say, “Excessive use of social media contributes to increased levels of anxiety among teenagers.”
• Keep an arguable point : Your thesis should make a claim that can be debated. If it’s a universally accepted fact, there’s no point in arguing.
• Be focused : Keep it tight and focused. Your thesis statement should be one to two sentences max. It’s the tagline of your paper; it should be concise and to the point.
• Position it well : Generally, your thesis should appear towards the end of your introduction. It’s like the crescendo in a musical piece, building up to the main event.
• Revise : Don’t be afraid to go back and tweak it as your paper evolves.

Example: An analysis of the college admission process reveals one challenge facing counselors: accepting students with high test scores or students with strong extracurricular backgrounds.

Outline your points

Before diving into the writing, sketch out an outline. This serves as your roadmap, outlining the key points and sub-points you’ll tackle. In essence, it’s the blueprint of your academic paper.

Follow these points to create an outline of the research:

• Identify the main points : These are the arguments or topics that are crucial to your research. List them in the order you plan to address them.
• Keep solid sub-points and supporting evidence : For each main point, jot down sub-points or examples that support it.
• Maintain a logical flow : Make sure your points follow a logical sequence. Your arguments should build upon each other.
• Use transitional phrases : Consider how you’ll transition from one point to the next.
• Maintain flexibility : Your outline isn’t set in stone. As you dig deeper into your research, you may discover new points that fit better.

Start writing

Once you outline your points, it’s time to venture forth. A strong start incorporates the hook, background, and thesis statement, as we’ve discussed. But don’t get stuck striving for perfection; you can always revisit and refine.

Key Takeaways:

• Know your audience.
• Pre-research is your scouting phase.
• Your thesis is your anchor.
• Outlining sets the stage.
• Just start—perfection comes later.

By following these tips, you’ll be well-equipped to begin your research paper. In the sections that follow, we’ll explore how to write an introduction for a research paper, focusing on specific types for a more targeted approach.

How to Write a Research Paper Introduction for Different Types of Papers?

Research papers come in various types – argumentative, empirical, and review papers. Writing an introduction for a research paper of each type comes with its own specific nuances. 

Below are distinctive elements for crafting introductions across various research paper types:

Argumentative paper

An argumentative paper aims to persuade. Your introduction here should not only present your thesis but also hint at the counterarguments you’ll dismantle. Think of it as a debate stage; you’re not just stating your case but also preempting the opposing views.

Example: “School uniforms: they’re a subject of constant debate in the field of education. Supporters argue they create a sense of unity and reduce distractions, leading to better academic performance. Critics claim they stifle individuality and have no real impact on learning. This paper will argue that implementing school uniforms in public schools leads to improved academic performance by fostering a focused learning environment.”

Empirical paper

Here, you’re the scientist, the explorer. Your introduction should outline the research question and the methods you’ll use to answer it. If a specific hypothesis needs testing, it should be mentioned in the research question. 

Topic – Empirical Studies on Product-Service Systems – A Systematic Literature Review

Introduction Example – The rising global population, accelerating technological development, increasing resource usage, and intensifying environmental impacts make sustainability the key issue for the entire society. This has resulted in the growing importance of product-service systems (PSS) in academics and industrial fields. 

As an ‘integrated bundle of products and services which aims at creating customer utility and generating value’ [1], PSS is one of the most effective instruments that move society towards sustainability [2]. According to its evolution, the classical categorization of PSS includes product-oriented PSS, user-oriented PSS, and result-oriented PSS [3]

Review paper

In a review paper, you summarize existing studies on a topic. Your introduction should highlight the main findings so far and where your paper fits into the dialogue.

Example: “Over the past decade, remote work has transitioned from a corporate perk to a standard practice, especially in tech industries. While some argue that remote work increases productivity and employee satisfaction, others point to challenges like communication breakdowns and feelings of isolation. This paper will review existing literature on the effectiveness of remote work, examining its impact on employee productivity, mental health, and organizational cohesion.”

Remember the following points:

• Argumentative papers need a persuasive touch.
• Empirical papers require a hint of methodology.
• Review papers demand an overview of existing research.

Tips for All Types:

• Be concise: Whether you’re persuading, exploring, or reviewing, get to the point.
• Be focused: Keep your thesis statement tight and direct.
• Be engaging: Use your hook to draw readers in, no matter the type of paper.

By tailoring your introduction to the type of paper you’re writing, you’ll align your research with the expectations of your audience. Each type has its nuances, but the core principles of how to write an introduction for a research paper across these diverse types—capturing attention, providing context, and stating your thesis—remain constant. In the end, it’s all about setting the stage for the research that follows.

Research paper introduction example

Imagine you’re crafting an empirical research paper on the impact of social media on mental health. How would a compelling introduction of a research paper look?

Let’s break it down via a concrete research paper introduction example:

“In today’s digital age, social media platforms have become ubiquitous, shaping our interactions and emotional landscapes. While these platforms promise connectivity, emerging research suggests a darker narrative: a potential link between social media usage and declining mental health. This study aims to explore this complex relationship through a comprehensive analysis of survey data and psychological assessments. Employing both qualitative and quantitative methods, we endeavor to answer the pressing question: Does social media negatively impact mental health?”

In this example, the hook points out how common social media use is. The background information provides context by acknowledging both the positive and negative aspects of social media. Finally, the thesis statement outlines the research question and the methodology.

Key Elements:

• A relatable hook draws the reader in.
• Contextual background sets the stage.
• A clear thesis statement outlines the research aim and method.

In a nutshell, the introduction of a research paper serves as a mini-blueprint for the paper. It sets the stage, intrigues the reader, and outlines the research scope—all in a concise manner.

This guide should serve as a useful starting point in understanding how to start an introduction for a research paper. Explore research paper editing services to structure and articulate your ideas in a polished manner effectively. This can ensure you write your research paper with no typos and in refined academic language.

Keep reading to further enhance your knowledge of writing research papers! 

• Research Paper Format: APA, MLA, & Chicago Style

Frequently Asked Questions

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The Library Research Process, Step-by-Step

• Finding Articles
• Finding & Exploring a Topic
• Finding Books
• Evaluating Sources
• Reading Scholarly Articles
• Understanding & Using a Citation Style

Peer Reviewed and Scholarly Articles

What are they? Peer-reviewed articles, also known as scholarly or refereed articles are papers that describe a research study. 

Why are peer-reviewed articles useful? They report on original research that have been reviewed by other experts before they are accepted for publication, so you can reasonably be assured that they contain valid information. 

How do you find them?  Many of the library's databases contain scholarly articles! You'll find more about searching databases below.

Watch: Peer Review in 3 Minutes

Why watch this video?

We are often told that scholarly and peer-reviewed sources are the most credible, but, it's sometimes hard to understand why they are credible and why we should trust these sources more than others. This video takes an in depth approach at explaining the peer review process. 

Hot Tip: Check out the Reading Scholarly Articles page for guidance on how to read and understand a scholarly article.

Using Library Databases

What Are Library Databases? 

Databases are similar to search engines but primarily search scholarly journals, magazines, newspapers and other sources. Some databases are subject specific while others are multi-disciplinary (searching across multiple fields and content types). 

You can view our most popularly used databases on the Library's Home Page , or view a list of all of our databases organized by subject or alphabetically at  U-M Library Databases .

Popular Multidisciplinary Databases

Many students use ProQuest , JSTOR , and Google Scholar for their initial search needs. These are multi-disciplinary and not subject-specific, and they can supply a very large number of  search results.

Subject-Specific Databases

Some popular subject-specific databases include PsycINFO for psychology and psychiatry related topics and  PubMed for health sciences topics. 

Why Should You Use Library Databases?

Unlike a Google search, the Library Databases will grant you access to high quality credible sources. 

The sources you'll find in library databases include:

• Scholarly journal articles
• Newspaper articles
• Theses & dissertations
• Empirical evidence

Database Filters & Limits Most databases have Filters/Limits. You can use these to narrow down your search to the specific dates, article type, or population that you are researching.

Here is an example of limits in a database, all databases look slightly different but most have these options:

Keywords and Starting a Search

What are Keywords?

• Natural language words that describe your topic 
• Allows for a more flexible search - looks for anywhere the words appear in the record
• Can lead to a broader search, but may yield irrelevant results

Keyword searching  is how we normally start a search. Pull out important words or phrases from your topic to find your keywords.

Tips for Searching with Keywords:

• Example: "climate change"
• Example:  "climate change" AND policy
• Example: comput* will return all words starting with four letters; computing, computer, compute, etc.  
• Example: wom?n will find both woman and women.

What are Subject Headings?

• Pre-defined "controlled vocabulary" that describe what an item is  about 
• Makes for a less flexible search - only the subject fields will be searched
• Targeted search; results are usually more relevant to the topic, but may miss some variations

Subject Terms and/or Headings are pre-defined terms that are used to describe the content of an item. These terms are a controlled vocabulary and function similarly to hashtags on social media. Look carefully at the results from your search. If you find an article that is relevant to the topic you want to write about, take a look at the subject headings. 

Hot Tip: Make a copy of this Google Doc to help you find and develop your topic's keywords.

More Database Recommendations

Need articles for your library research project, but not sure where to start? We recommend these top ten article databases for kicking off your research. If you can't find what you need searching in one of these top ten databases, browse the list of all library databases by subject (academic discipline) or title .

• U-M Library Articles Search This link opens in a new window Use Articles Search to locate scholarly and popular articles, as well as reference works and materials from open access archives.
• ABI/INFORM Global This link opens in a new window Indexes 3,000+ business-related periodicals (with full text for 2,000+), including Wall Street Journal.
• Academic OneFile This link opens in a new window Provides indexing for over 8,000 scholarly journals, industry periodicals, general interest magazines and newspapers.
• Access World News [NewsBank] This link opens in a new window Full text of 600+ U.S. newspapers and 260+ English-language newspapers from other countries worldwide.
• CQ Researcher This link opens in a new window Noted for its in-depth, unbiased coverage of health, social trends, criminal justice, international affairs, education, the environment, technology, and the economy.
• Gale Health and Wellness This link opens in a new window
• Humanities Abstracts (with Full Text) This link opens in a new window Covers 700 periodicals in art, film, journalism, linguistics, music, performing arts, philosophy, religion, history, literature, etc.
• JSTOR This link opens in a new window Full-text access to the archives of 2,600+ journals and 35,000+ books in the arts, humanities, social sciences and sciences.
• ProQuest Research Library This link opens in a new window Indexes over 5,000 journals and magazines, academic and popular, with full text included for over 3,600.
• PsycInfo (APA) This link opens in a new window Premier resource for surveying the literature of psychology and adjunct fields. Covers 1887-present. Produced by the APA.

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Speaker 1: One of the most frequently asked questions that I am asked all the time across my social media platforms, across my YouTube, across my comments, is about the research process. So how do you start? Where do you even begin? You need to submit a dissertation, you need to submit a research proposal, you need to think of a hypothesis, you need to think of a problem statement, you need to find a gap in literature where do you even begin with the whole research process now it isn't as hard as it seems it's just one of those things that you're never told or you're never taught how to do it's one of those things that you just kind of figure out so hopefully in today's video i will be talking to you about the overview and kind of a quick beginner's guide to the research process, giving you the steps of how you get from zero to having something, having a question, having a hypothesis, having somewhere to start. I'm going to be making this into a bit of a series so in today's video I'm going to be giving you an overview as to the different chapters, the different sections of the process, how you get from nothing to something and then in the following videos I will be going through each of those sections in a bit more detail and hopefully if you are someone who is within one of those kind of parts you can just jump to that video and have a have a quick quick watch if you are someone who is just starting off then this is the best place for you to begin have a little think about how you're going to navigate your research process and how you're going to get from the start to the end it is not difficult but it does require a few steps, a few technicalities, which I'll talk you through today. I'll leave the timestamps down below so you feel free to go and jump to the different sections that you are interested in watching. And if you do enjoy this kind of video and you want to see the rest of the videos from me, then don't forget to subscribe to see more on my channel. So step number one is to choose a topic. Now this is the beginning of something beautiful. This is where you choose what you're actually going to be studying and when you're actually going to be reading about now it's really important that you have chosen a topic that you are interested in that there is an interest in within the research space that has something missing so you don't want to choose a topic that we know everything about you want to choose a topic that we don't know everything about and there are things that we want to try to find more about you want to choose a topic that is within your university guidelines so as much as i would love to do a research on the solar system about space well if my course is to do with cell biology well then i can't so you have to think about your limits think about what you are allowed to do within your university guidelines as well but you do need to think about taking that broad topic and making it into something a bit more narrow so it's not good enough to just say i want to do research on alzheimer's okay alzheimer's fine you've got a topic, but you now need to narrow it down. So what about it are you looking at? Are you looking at the risk factors? Are you looking at what happens once you have Alzheimer's? Are you looking at a specific group of people? Are you looking at a specific cell type? What is it that you are looking at? You need to narrow that down. In order to narrow it down, you need to do a bit of a literature search. So whilst choosing a topic, whilst in this first stage, you need to look at literature. So to find literature you want to go to different websites where you have literature and this could be for example Google Scholar is a good place to start, PubMed is a good place to start. These are places where you can find literature about that topic and kind of read around the subject and identify whether firstly is it something that you are actually interested in and secondly is there enough information for you to gather to be able to write your literature review in the future so that first step your first step of your research process is thinking about the topic because without a topic you there's nothing you can't do anything else so the first step has to always be to find a topic and think about it now once you've thought about a topic and you've narrowed it down to the thing that you're interested in at this stage you will then go to your supervisor to your lecturer to your professor to your mentor to your tutor and you will ask them do you think this is a good topic and that is where you will get some feedback and most likely you'll have to go back have another think or try to refine a bit more or try to think about it in a different way but that is always the first step. In the video that I make about finding a good topic we'll talk about it in a lot more depth but to start off with to introduce this is always the first step. So the second step is to identify a problem and this is what we like to call in as you know in research the gap in literature. So a problem slash gap in literature is the part of research that we that is missing. So when you do research in fact in order to graduate from a PhD you have to and this is one of the criteria you have to produce research it has to be in a thesis or in a in a published paper it has to be research it has to be a finding that is new something that we do not know before we did not know before your research right and that is the number one criteria for for actually getting a phd it is the fact that it has to be something new has to be something novel that you have discovered okay so you need to think about the gap in literature where is there a missing piece i understand this i understand that we know this we know that but what is there that we don't quite know and that is the bit that you are then going to try to identify during your research process right chosen a topic now we need to find the problem where is the missing information now in order to do this you need to have read a lot of papers around your topic. So that's why I said initially, you need to have had approval from your committee, from your tutor, your supervisor to say, right, that's okay. It's good for me to go there. Now you've got that topic that you're looking at. You then want to try to find the gap. Where are you going to slot in? What is it that you are going to provide in terms of knowledge? Now, the identifying a problem is actually quite an important and quite critical part of the research process it's almost impossible you to continue on with your research without having identified the problem because if you don't have a problem you don't know what it is you're looking at you don't know what methods you're using you don't know what your research question is going to be or your hypothesis so at this stage you have to have a very well-defined research problem and your question in order to continue on to the next steps so when i say research problem and we'll talk about this more in in the following video that i'm going to produce about it but when i talk about research problem it could be a number of different things so it could be that we understand or we have the knowledge of a certain situation but now you're comparing it to a different situation so it could be more theoretical where you're comparing two things to each other that haven't been compared before so that would be fine as long as what you have is something original or you may be trying to explore a specific relationship let's say for example in my case with my PhD I was looking at two different proteins and the relationship between them so that is one type of research that you can do as well and so just think about your topic and think about where the gap is in the literature you have to read a lot to be able to find this and a question I get a lot emailed to me and directed to me is about this problem so how do I find a problem like how do i find a gap in literature and it's almost impossible for me to to give you any answers because i have to have read all the papers within your topic in order to answer that question which is almost impossible so it's something that you have to do independently and you can always discuss with me you can discuss kind of trying to refine that question but for the most part you need to read around your subject yourself to get that question then step number three is to actually write down your research question now this is usually in the form maybe of a hypothesis or maybe it could be just a you know a standalone question so this is just you saying this is what i'm looking at so i'm looking at whether actin and myosin bind together to have an impact on the motility of the cortex like that is my question and then i'll have a hypothesis saying actin and myosin bind together and they do this so this is just my question and you're just following on from your problem so you've identified your topic you found the problem the gap in literature and then you write down what your question is so what it is exactly that you are looking for and this will be like your guiding star this will be the thing the question the statement that you have at the top you know at the top of your mind whenever you are looking at literature whenever you're writing a literature review whenever you speak to someone you have that question in mind and so that needs to be something that's really well defined it should also be really specific so it can't just be saying is obesity caused by i don't know fatty food i'm just giving a random example that is too vague is obesity in children in male in female different ages what fatty foods what like you need to be very very specific so specific that someone else should be able to pick up your research question and know what it is you're looking at they need to be able to know sort of what methods you're using is it qualitative or is it quantitative what type of research are you actually doing that should really be in the research question so a good research question is one where that is really well defined then step number four is to write a research design so this is where you're kind of creating a bit of a method a bit of a process within a process so you are now writing down and you're now thinking about how you're going to conduct this research so to follow this will be the research proposal but at this stage here you're just thinking about your research design so how are you going to get this research done what are the factors that you need to think about who are the people the participants that you may need are you doing a lab-based thing do you need cells are you you know what do you need humans do you need animals is it just a review paper so do you just need to think about researchers out there what kind of study are you going to conduct in order to find out the results and the answer to your question essentially the research design is a practical framework so it's giving laying out that frame for you in order to answer your research question. And here, it's more of a thinking process. It's more of a discussion. You might want to ask your supervisor, you might want to ask your tutor to talk about it. How are we going to get the answer to this question? And then to finish off the research process, you now want to write a research proposal. And I have a really good video about this, and I'll leave the link for it down below, where you are detailing all the steps for your research so you're detailing your the background of your research the literature review and you're justifying that there is a need for this research you then want to detail your methods your materials the aim your you know your timeline how long it's going to take you to do these things and then that document is what you take with you to your supervisor and say look this is my research proposal you might take it to a potential phd supervisor and say look this is what i've found and this is what i'm really interested in and here is the proposal and you have it all outlined there for you or it's a document that you're able to use in order to build upon your dissertation and so if you're writing an essay dissertation you are able to use that as well so with your research proposal you are detailing the context you are detailing the purpose the plan and your aims the whole process going from finding a topic finding a problem finding the research question defining the actual research and then now you're compiling all of that and you're putting it into a document called the research proposal and all of this information is in there someone should be able to pick that up see what you found find the review of the literature and say right this is a good study this is a good bit of research we are going to approve this and then you can go on and plan the rest of your research so i hope this video helped you summarizing the steps of the research process to begin with and as i mentioned i'm going to be doing each of these five steps as single videos so i can expand on them and i'll make it into a playlist so you're able to sort of follow up and click on the next couple videos but for now i hope this did help with thinking about the research process and thinking about maybe what stage you are at if you are at any of them if you do want further support you can contact me on thepagedoctor.com where i give support and we have a team of consultants top consultants and top editors that can support you through the process of writing your research proposal or even through the post process of thinking about how you're going to find a gap in literature how you're going to find you know your hypothesis and define that for you so don't forget to leave me a comment and let me know if this was helpful and don't forget to leave me a thumbs up and subscribe to see more from me and I'll see you in my next one. Bye.

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When learning how to write a research proposal, it is important to start with a detailed plan that outlines the objectives, methodology, and significance of a research project. A research proposal is a crucial document for securing funding, gaining approval from academic committees, or outlining a structured plan for personal research endeavours. Crafting a compelling research proposal requires a clear understanding of the subject matter, a well-defined research question, and a meticulous approach to planning and presenting your research. This article will explore how to write a winning research proposal and how to navigate the challenges associated with it.

Understanding the Components of a Research Proposal

A well-structured research proposal typically includes several key components. Each section serves a specific purpose and contributes to the overall coherence and persuasiveness of the proposal.

The title of your research proposal should be concise, descriptive, and indicative of the main research question or hypothesis. A well-crafted title captures the essence of the study and draws the reader’s attention.

2. Abstract

The abstract is a brief summary of the research proposal, usually no more than 250 words. It should provide an overview of the research problem, objectives, methodology, and potential implications. The abstract should be clear and succinct, giving readers a quick understanding of what the proposal entails.

3. Introduction

The introduction sets the stage for your research by providing background information on the topic, outlining the research problem, and stating the research objectives. This section should:

• Introduce the topic: Provide context and explain why the topic is important.
• State the research problem: Clearly define the issue or gap in knowledge that your research aims to address.
• Outline the research objectives: Specify the aims of your research and the questions you intend to answer.

4. Literature Review

The literature review demonstrates your understanding of the existing research on your topic. This section should:

• Summarise relevant studies: Discuss key findings from previous research that relate to your topic.
• Identify gaps: Highlight areas where further research is needed.
• Justify your research: Explain how your study will contribute to the existing body of knowledge.

5. Research Methodology

The methodology section outlines the research design and the methods you will use to collect and analyse data. This section should include:

• Research design: Describe whether your study is qualitative, quantitative, or mixed-methods.
• Data collection methods: Detail how you will gather data (e.g., surveys, interviews, experiments).
• Data analysis methods: Explain how you will analyse the data (e.g., statistical analysis, thematic analysis).
• Ethical considerations: Address any ethical issues related to your research and how you will handle them.

6. Research Plan and Timeline

Provide a detailed plan of the research activities and a timeline for completing each phase of the project. This section should demonstrate that your research is feasible within the given timeframe.

7. Budget (if applicable)

If you are seeking funding, include a budget that outlines the estimated costs of your research. Be specific about how funds will be allocated (e.g., equipment, travel, participant incentives).

8. Expected Outcomes and Impact

Discuss the potential outcomes of your research and its significance. Explain how your findings could contribute to the field, inform policy, or have practical applications.

9. References

List all the sources you cited in your proposal. Use a consistent and appropriate citation style (e.g., APA, MLA, Chicago).

Tips for Writing a Strong Research Proposal

Be clear and concise.

Use clear and straightforward language. Avoid jargon and complex sentences that might confuse readers. Aim for clarity and precision in explaining your research.

Stay Focused

Ensure that your proposal remains focused on the research question and objectives. Avoid including irrelevant information that does not contribute to the understanding of your proposed study.

Demonstrate Feasibility

Provide a realistic assessment of what can be achieved within the given timeframe and resources. Be honest about the scope of your research and any potential limitations.

Edit and Proofread

Your proposal must be clear, concise, and logically organised, following all rules of grammar, spelling, punctuation, and referencing. Adhere to the specific format and style required by your funding source or institution. Proofread your proposal multiple times, ideally with the help of a colleague or mentor, to identify and correct any mistakes or inconsistencies. Enhance the proposal’s structure, flow, and language to improve its overall quality. Ensure your proposal is compelling, engaging, and professionally presented.

Writing a research proposal is a critical step in the research process. It requires careful planning, a thorough understanding of the topic, and a clear presentation of your research plan. By following the structure outlined in this guide and paying attention to detail, you can craft a compelling research proposal that effectively communicates your ideas and secures the necessary support for your research.

At Unicaf , we offer comprehensive courses and resources to help you develop your research skills and succeed in your academic and professional endeavours. Explore our programmes today and take the next step in your research journey.

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The change in maintenance strategy on the efficiency and quality of the production system.

1. Introduction

• Keeping assets in a serviceable and adequate condition;
• Preventing breakdowns;
• Operational troubleshooting;
• Reducing the environmental impact of the operation of the equipment;
• Ensuring operational safety;
• Incurring optimum maintenance costs;
• The objectives should be hierarchical, quantified, realistic, and mutually aligned. If a company chooses a strategy, it must implement it consistently if it is to be successful.
• Seeking opportunities that make the most of strengths;
• Overcoming weaknesses to exploit opportunities;
• Using strengths to eliminate risks;
• Preventing weaknesses from being attacked, etc., [ 18 , 19 ].
• “world-class” best practice maintenance experience, but for specific organizations, it must be tailored to their internal and external conditions [ 20 , 21 ];
• From a methodological point of view, it is more efficient and practical to determine the levels of excellence directly by individual audit criteria and for individual management audit questions;
• This process is extremely difficult and objective information is often lacking, so it is necessary to take an expert to intuitive approach to determining the level of excellence;
• Benchmarking can be a great help if the required data can be obtained.

2. Methodology

2.1. maintenance strategies for long-term asset (lta).

• The structure and numbers of production facilities;
• Data on their reliability, durability, sustainability, maintenance, and availability, in particular, the requirements for preventive maintenance and maintenance volume in standard hours, post-failure maintenance, in standard hours, and, where appropriate, in financial terms;
• Mechanical, electrical, and other maintenance requirements;
• The expected structure of internal and external maintenance service provision;
• Criticality of equipment to production lines and machines;
• The impact of downtime on production.
• Maintenance management encompasses all management activities that determine the objectives, strategies, and responsibilities of maintenance and that management applies by such means as planning, directing, and controlling maintenance and improving methods in the organization, including economic considerations.
• Maintenance objectives represent the goals assigned and adopted for maintenance activities; these objectives may include, for example, availability, cost reduction, product quality, environmental protection, and safety.
• The maintenance plan is a structured set of tasks that includes the activities, procedures, resources, and scheduling required to carry out maintenance.
• The development of a specific LTA maintenance strategy could be based on the proposed corporate strategy development model. The basis for the design of the maintenance strategy is the acquisition of correct and objective input data and information and their transformation into the required maintenance strategy and subsequent maintenance improvement projects based on them.

2.2. Algorithm Design for Development of Maintenance Strategy and Concept

2.3. maintenance management audit.

• Compliance or non-compliance (with the audit criteria);
• Compliance or non-compliance (with regulatory requirements or with regulatory requirements);
• An opportunity for improvement;
• A record of good practice [ 51 , 52 , 53 , 54 ].
• Conditions for lining up and setting up for the first time;
• Conditions for preventive maintenance to achieve a state of zero defects;
• Determine the causes and consequences that affect the magnitude of deviation from the nominal value;
• Determine the control and measurement of defined operating and technical conditions of the equipment at time intervals;
• Based on the magnitude of the deviations, a maintenance plan for the machinery and equipment. [ 68 , 69 , 70 , 71 , 72 , 73 ]
• Lack of planning of maintenance activities, weaker planning (lack of planning).
• Informal communication of the work to be performed with maintenance (flow of requirements).
• Lack of leadership of maintenance staff on afternoon and night shifts. Most work performed ad-hoc, without work orders.
• Working independently, without collaboration.
• Lack of a plan for work to be performed outside of breakdowns.
• Insufficient, weak reporting.
• Lack of autonomous maintenance.
• Duplicated work, many things are controlled by the supervisor and by the maintenance person.
• No defined standards for specific work.
• Lack of motivation of shift maintenance for performing the work. It could perform it faster.
• Lack of criteria for evaluating the productivity of the maintenance worker. (What he wrote down did not correspond with what he performed.)
• Work by individuals or small groups without collaboration.
• Multi-level hierarchical structure of maintenance.
• Inappropriate ratio of maintenance worker’s activities, inappropriate organization of work ( Figure 5 and Figure 6 ).
• Lack of planning worker.
• Failure to carry out preventive maintenance and planned repairs due to the following:
• planned preventive maintenance and planned repairs—production does not make equipment available.
• production puts equipment on standby—no maintenance capacity.
• planned repairs—maintenance capacity is available; production makes the equipment available—spare part (SP) according to EN13306 is not in stock.

3.1. Proposed Change to the Maintenance Strategy

• Analysis of the current situation, maintenance audit.
• Benchmarking.
• Criticality assessment of machinery and equipment.
• Evaluation of current maintenance processes.
• Selection of a new maintenance strategy.
• Comparison of the existing maintenance system and the proposed maintenance system.
• Implementation of a new maintenance strategy.
• Management strategy, goals, and indicators
• FFM: Failure-Finding Maintenance, i.e., a functional test or inspection of a hidden failure of the equipment. Depending on the results, repairs are carried out.
• CBM: Condition-Based Maintenance, i.e., the maintenance activities consist of periodical inspections or online measurement of the technical condition of the equipment. Depending on the measured condition, repairs are planned or carried out.
• TBM: Time-Based Maintenance, i.e., this means regular periodic maintenance.
• SM: Scheduled Maintenance, i.e., the maintenance activities are carried out based on the use of the equipment (i.e., time, hours, operations etc.). It is independent of the condition of the equipment.
• MOD: Modification, i.e., it must be changed. This does not mean it has to be technical—it can be a change of spare parts or instruction.
• RTF: Run to Failure, i.e., the failure will be solved when it occurs. No preventive maintenance.
• Develop a maintenance concept and add maintenance and maintenance assurance requirements to the system requirements;
• To determine the effect of system maintainability design in the form of maintenance requirements and to optimize the maintenance concept;
• Define the maintenance provisioning requirements and the maintenance plan;
• Specify the resources required.

3.2. Evaluation of Maintenance System Selection Alternatives and Optimization Procedure Analysis Steps

• Identify criteria that are related to maintenance provisioning requirements, cost, and availability;
• Select or develop models or analytical relationships between the maintenance provisioning design and the operational or any other identified evaluation criteria;
• Perform an optimization procedure or evaluation that uses the developed relationships or models, and select the best alternative(s) based on the developed criteria;
• Perform sensitivity analyses of those variables that have a high degree of risk or a significant impact on the maintenance provision, cost, or availability of the new system;
• Document the results of the optimization procedure and evaluation, including any risks and assumptions involved.

4. Discussion

4.1. achieved impact of maintenance strategy change on production efficiency, 4.2. impact of a change in maintenance strategy on production quality, 4.3. impact of the strategy change on spare parts, 4.4. impact of the change in strategy on the new maintenance organization, 5. conclusions, author contributions, data availability statement, conflicts of interest.

• Bubeníková, E.; Bubeník, P. Internet of things (IoT). Technológ Roč. 2017 , 9 , 131–134. [ Google Scholar ]
• Peniak, P.; Bubeníková, E. Validation of IoT secure communication gateway for constrained devices. In Proceedings of the International Conference on Applied Electronics (AE), Pilsen, Czech Republic, 8–9 September 2019; pp. 1–5. [ Google Scholar ] [ CrossRef ]
• Rakyta, M.; Fusko, M. Manažment konfigurácie údržby pre “Priemysel 4.0”. In Údržba 2016 = Mainte-Nance 2016: Sborník Mezinárodní Odborné Konference: 12. a 13. Října 2016, Konferenční Centrum AV ČR—Zámek Liblice ; Česká Zemědělská Univerzita: Praha, Czech Republic, 2016; pp. 25–33. ISBN 978-80-213-2668-2. [ Google Scholar ]
• Campbell, J.D.; Reyes-Picknell, J.V.; Kim, H.S. Uptime: Strategies for Excellence in Maintenance Management ; CRC Press: Boca Raton, FL, USA, 2015. [ Google Scholar ]
• Legát, V. Management a Inženýrství Údržby ; Kamil Mařík-Professional Publishing: Praha, Czech Republic, 2016. [ Google Scholar ]
• Mushavhanamadi, K.; McGloin, K. Investigating the Risk Management Systems in the South African Banking Industry. In Proceedings of the International Conference on Industrial Engineering and Operations Management, Johannesburg, South Africa, 29 October–1 November 2018; pp. 1230–1237. [ Google Scholar ]
• Mushavhanamadi, K.; Selowa, T.B. The impact of plant maintenance on quality productivity in Gauteng breweries. In Proceedings of the International Conference on Industrial Engineering and Operations Management, EOM Society International, Washington, DC, USA, 27–29 September 2018; pp. 1743–1753. [ Google Scholar ]
• Dowler, P. CAOM-2.0: The inevitable evolution of a data model. Astron. Data Anal. Softw. Syst. XXI 2012 , 461 , 339. [ Google Scholar ]
• Blanchard, B.S.; Verma, D.C.; Peterson, E.L. Maintainability: A Key to Effective Serviceability and Maintenance Management ; John Wiley & Sons: Hoboken, NJ, USA, 1995; Volume 13. [ Google Scholar ]
• Alsyouf, I. Cost Effective Maintenance for Competitve Advantages. Ph.D. Thesis, Växjö University Press, Växjö, Sweden, 2004. [ Google Scholar ]
• Al-Najjar, B. The lack of maintenance and not maintenance which costs: A model to describe and quantify the impact of vibration-based maintenance on company’s business. Int. J. Prod. Econ. 2007 , 107 , 260–273. [ Google Scholar ] [ CrossRef ]
• Duffuaa, S.O.; El-Ga’aly, A. Impact of inspection errors on the formulation of a multi-objective optimization process targeting model under inspection sampling plan. Comput. Ind. Eng. 2015 , 80 , 254–260. [ Google Scholar ] [ CrossRef ]
• Bubeník, P.; Horák, F. Knowledge-based systems to support production planning. Teh. Vjesn. 2014 , 21 , 505–509. [ Google Scholar ]
• Rakyta, M.; Binasova, V. Totálne Produktívna Údržba—TPM ; EDIS: Žilina, Slovakia, 2016; ISBN 978-80-554-1210-8. [ Google Scholar ]
• Grenčík, J.; Rakyta, M.; Legát, V.; Meško, J.; Zvolenský, P.; Valent, O.; Pošta, J.; Kmoch, J.; Hrubec, J.; Tomčo, M.; et al. Manažérstvo Údržby 2: Synergia Teórie a Praxe , 1st ed.; BEKI Design: Košice, Slovakia, 2020; p. 697. ISBN 978-80-553-3539-1. [ Google Scholar ]
• Rakyta, M. Údržba Ako Zdroj Produktivity ; GEORG: Žilina, Slovakia, 2002; ISBN 80-968324-3-3. [ Google Scholar ]
• Lee, J.; Ni, J.; Qio, H. Intelligent Prognostics Tools and E-Maintenance ; Wichita University: Wichita, KS, USA, 2006; 487p. [ Google Scholar ]
• Preez, J. Thesis Presented in Partial Fullment of the Requirements for the Degree of Master of Science in the Faculty of Industrial Engineering at Stellenbosch University ; Stellenbosch University: Stellenbosch, South Africa, 2011; 123p. [ Google Scholar ]
• Vyatkin, V. Function Blocks for Embedded and Distributed Control Systems Design ; Standard IEC 61499; ISA: Auckland, New Zealand, 2007. [ Google Scholar ]
• Shirose, K. TPM Team Guide ; Productivity Press, Inc.: Cambridge, MA, USA, 1995. [ Google Scholar ]
• Peniak, P.; Rástočný, K.; Kanáliková, A.; Bubeníková, E. Simulation of Virtual Redundant Sensor Models for Safety-Related Applications. Sensors 2022 , 22 , 778. [ Google Scholar ] [ CrossRef ] [ PubMed ]
• Peniak, P.; Bubenikova, E.; Kanalikova, A. Extended gateway model for OPC UA/IoT device integration. In Proceedings of the 2021 IEEE 19th World Symposium on Applied Machine Intelligence And Informatics (SAMI 2021), Herl’any, Slovakia, 21–23 January 2021; pp. 155–159. [ Google Scholar ] [ CrossRef ]
• Durica, L.; Micieta, B.; Bubenik, P.; Binasova, V. Manufacturing Multi-Agent System with Bio-Inspired Techniques: Codesa-Prime. MM Sci. J. 2015 , 2015 , 829–837. [ Google Scholar ] [ CrossRef ]
• Micieta, B.; Binasova, V.; Haluska, M. The approaches of advanced industrial engineering in next generation manufacturing systems. Commun.-Sci. Lett. Univ. Zilina 2014 , 16 , 101–105. [ Google Scholar ] [ CrossRef ]
• Micieta, B.; Macek, P.; Binasova, V.; Dulina, L.; Gaso, M.; Zuzik, J. Modular Intelligent Control System in the Pre-assembly Stage. Electronics 2024 , 13 , 1609. [ Google Scholar ] [ CrossRef ]
• Micieta, B.; Binasova, V.; Marcan, P.; Gaso, M. Interfacing the Control Systems of Enterprise-Level Process Equipment with a Robot Operating System. Electronics 2023 , 12 , 3871. [ Google Scholar ] [ CrossRef ]
• Bona, G.D.; Cesarotti, V.; Arcese, G.; Gallo, T. Implementation of Industry 4.0 technology: New opportunities and challenges for maintenance strategy. Procedia Comput. Sci. 2021 , 180 , 424–429. [ Google Scholar ] [ CrossRef ]
• Grenčík, J.; Rakyta, M.; Legát, V.; Meško, J.; Zvolenský, P.; Valent, O.; Pošta, J.; Kmoch, J.; Hrubec, J.; Tomčo, M.; et al. Manažérstvo Údržby—Synergia Teórie a Praxe ; Slovenská Spoločnosť Údržby—BEKI Design: Košice, Slovakia, 2013; 630p, ISBN 978-80-89522-03-3. [ Google Scholar ]
• Mohan, T.R.; Roselyn, J.P.; Uthra, R.A.; Devaraj, D.; Umachandran, K. Intelligent machine learning based total productive maintenance approach for achieving zero downtime in industrial machinery. Comput. Ind. Eng. 2021 , 157 , 107267. [ Google Scholar ] [ CrossRef ]
• Al-Najjar, B. On establishing cost-effective condition-based maintenance: Exemplified forvibration-based maintenance in case companies. J. Qual. Maint. Eng. 2012 , 18 , 401–416. [ Google Scholar ] [ CrossRef ]
• Duffuaa, S.O.; Haroun, A.E. Maintenance Organization ; Springer: Singapore, 2009; pp. 3–15. [ Google Scholar ] [ CrossRef ]
• Moore, W.J.; Starr, A.G. An intelligent maintenance system for continuous cost-based prioritization of maintenance activities. Comput. Ind. 2006 , 57 , 596. [ Google Scholar ] [ CrossRef ]
• Lee, J.; Singh, J. Intelligent Maintenance Systems and Predictive Manufacturing. In Proceedings of the 48th SME North American Manufacturing Research Conference, NAMRC 48At, Cincinnati, OH, USA, 22–26 June 2020. [ Google Scholar ]
• Wakefield, R.; Watson, T. A reappraisal of Delphi 2.0 for public relations research. Public Relat. Rev. 2014 , 40 , 577–584. [ Google Scholar ] [ CrossRef ]
• Alzghoul, A.; Backe, B.; Löfstrand, M.; Byström, A.; Liljedahl, B. Comparing a knowledge-based and a data-driven method in querying data streams for system fault detection: A hydraulic drive system application. Comput. Ind. 2014 , 65 , 1126–1135. [ Google Scholar ] [ CrossRef ]
• Crone, S.F.; Kourentzes, N. Feature selection for time series prediction—A combined filter and wrapper approach for neural networks. Neurocomputing 2010 , 73 , 1923–1936. [ Google Scholar ] [ CrossRef ]
• Wan, J.; Li, X.; Dai, H.N.; Kusiak, A.; Martinez-Garcia, M.; Li, D. Artificial-intelligence driven customized manufacturing factory: Key technologies, applications, and challenges. Proc. IEEE 2021 , 109 , 377–398. [ Google Scholar ] [ CrossRef ]
• Lu, Y.; Zheng, H.; Chand, S.; Xia, W.; Liu, Z.; Xu, X. Outlook on human-centric manufacturing towards Industry 5.0. J. Manuf. Syst. 2022 , 62 , 612–627. [ Google Scholar ] [ CrossRef ]
• Pekarcikova, M.; Trebuna, P. Modelling and projecting of disassembly processes. Procedia Eng. 2012 , 48 , 557–561. [ Google Scholar ] [ CrossRef ]
• Więcek, D.; Więcek, D.; Dulina, L. Materials requirement planning with the use of activity based costing. Manag. Syst. Prod. Eng. 2020 , 28 , 3–8. [ Google Scholar ] [ CrossRef ]
• Gasova, M.; Gaso, M.; Stefanik, A. Advanced industrial tools of ergonomics based on Industry 4.0 concept. Procedia Eng. 2017 , 192 , 219–224. [ Google Scholar ] [ CrossRef ]
• Bubenikova, E.; Holecko, P.; Pirnik, R. Optimisation of video-data transmission in telematic system. Adv. Electr. Electron. Eng. 2013 , 11 , 123–134. [ Google Scholar ] [ CrossRef ]
• Micieta, B.; Binasova, V.; Lieskovsky, R.; Krajcovic, M.; Dulina, L. Product segmentation and sustainability in customized assembly with respect to the basic elements of industry 4.0. Sustainability 2019 , 11 , 6057. [ Google Scholar ] [ CrossRef ]
• Mičieta, B.; Howaniec, H.; Dulina, Ľ.; Zuzik, J. Indication, Solution, Prevention: A Holistic Approach to Financial, Industrial Engineering, and Business Problem Analysis ; (188 Nowoczesność przemysłu i usług= Modernity of industry and services); Silesian University of Technology: Gliwice, Poland, 2023. [ Google Scholar ]
• Dulina, L.; Zuzik, J.; Furmannova, B.; Kukla, S. Improving Material Flows in an Industrial Enterprise: A Comprehensive Case Study Analysis. Machines 2024 , 12 , 308. [ Google Scholar ] [ CrossRef ]
• Kuric, I.; Klarák, J.; Sága, M.; Císar, M.; Hajdučík, A.; Wiecek, D. Analysis of the possibilities of tire-defect inspection based on unsupervised learning and deep learning. Sensors 2021 , 21 , 7073. [ Google Scholar ] [ CrossRef ]
• Krajčovič, M.; Matys, M.; Gabajová, G.; Komačka, D. Utilization of Immersive Virtual Reality as an Interactive Method of Assignment Presentation. Electronics 2024 , 13 , 1430. [ Google Scholar ] [ CrossRef ]
• Abidi, M.H.; Mohammed, M.K.; Alkhalefah, H. Predictive Maintenance Planning for Industry 4.0 Using Machine Learning for Sustainable Manufacturing. Sustainability 2022 , 14 , 3387. [ Google Scholar ] [ CrossRef ]
• Arena, S.; Manca, G.; Murru, S.; Orrú, P.F.; Perna, R.; Reforgiato Recupero, D. Data Science Application for Failure Data Management and Failure Prediction in the Oil and Gas Industry: A Case Study. Appl. Sci. 2022 , 12 , 10617. [ Google Scholar ] [ CrossRef ]
• Supadulchai, P. Reasoning-Based Capability Configuration Management in Adaptable Service Systems ; NTNU: Nórsko, Trondheim, Norway, 2008; 238p. [ Google Scholar ]
• Carsodo, D.; Ferreira, L. Application of Predictive Maintenance Concepts Using Artificial Intelligence Tools. Appl. Sci. 2021 , 11 , 18. [ Google Scholar ] [ CrossRef ]
• Frazzon, E.; Israel, E.; Albrecht, A.; Pereira, C.; Hellingrath, B. Spare parts supply chains operational planning using technical condition information from intelligent maintenance systems. Ann. Rev. Control 2014 , 38 , 147–154. [ Google Scholar ] [ CrossRef ]
• Haarman, M.; Delahay, G. VDM XL, Value Driven Maintenance & Asset Management ; Managing Aging Plants: Dordrecht, The Netherlands, 2015. [ Google Scholar ]
• Moubray, J. Reliability-Centered Maintenance ; Industrial Press: New York, NY, USA, 1997; 448p, ISBN 978-08-31131-46-3. [ Google Scholar ]
• Psarommatis, F.; Gökan, M.; Azamfirei, V. Envisioning maintenance 5.0: Insights from a systematic literature review of Industry 4.0 and a proposed framework. J. Manuf. Syst. 2023 , 68 , 376–399. [ Google Scholar ] [ CrossRef ]
• Psarommatis, F.; Sousa, J.; Medonca, J.P.; Kiritsis, D. Zero-defect manufacturing the approach for higher manufacturing sustainability in the era of industry 4.0: A position paper. Int. J. Prod. Res. 2022 , 60 , 73–91. [ Google Scholar ] [ CrossRef ]
• Pinciroli, L.; Baraldi, P.; Zio, E. Maintenance optimization in industry 4.0. Reliab. Eng. Syst. Saf. 2023 , 234 , 109204. [ Google Scholar ] [ CrossRef ]
• Raja, H.A.; Kudelina, K.; Asad, B.; Vaimann, T.; Kallaste, A.; Rassölkin, A.; Khang, H.V. Signal Spectrum-Based Machine Learning Approach for Fault Prediction and Maintenance of Electrical Machines. Energies 2022 , 15 , 9507. [ Google Scholar ] [ CrossRef ]
• Silvestri, L.; Forcina, A.; Introna, V.; Santolamazza, A.; Cesarotti, V. Maintenance transformation through Industry 4.0 technologies: A systematic literature review. Comput. Ind. 2020 , 123 , 103335. [ Google Scholar ] [ CrossRef ]
• Sirvio, K. Intelligent Systems in Maintenance Planning and Management. In Intelligent Techniques in Engineering Management ; Kahraman, C., Çevik Onar, S., Eds.; Intelligent Systems Reference Library: Berlin, Germany, 2015; Volume 87. [ Google Scholar ]
• Stuchlý, V.; Poprocký, R.; Rakyta, M.; Grenčík, J. Navrhovanie Procesov Údržby ; Žilinská Univerzita v Žiline: Žilina, Slovakia, 2017; EDIS—Vydavateľské centrum ŽU; 542s; ISBN 978-80-554-1315-0. [ Google Scholar ]
• Teoh, Y.K.; Gill, S.S.; Parlikad, A.K. IoT and Fog-Computing-Based Predictive Maintenance Model for Effective Asset Management in Industry 4.0 Using Machine Learning. IEEE Internet Things J. 2023 , 10 , 2087–2094. [ Google Scholar ] [ CrossRef ]
• Tessoni, V.; Amoretti, M. Advanced statistical and machine learning methods for multi-step multivariate time series forecasting in predictive maintenance. Procedia Comput. Sci. 2022 , 200 , 748–757. [ Google Scholar ] [ CrossRef ]
• Firdaus, N.; Ab-Samat, H.; Prasetyo, B.T. Maintenance strategies and energy efficiency: A review. J. Qual. Maint. Eng. 2023 , 29 , 640–665. [ Google Scholar ] [ CrossRef ]
• Hichri, B.; Driate, A.; Borghesi, A.; Giovannini, F. Predictive Maintenance Based on Machine Learning Model. In Artificial Intelligence Applications and Innovations ; Maglogiannis, I., Iliadis, L., Macintyre, J., Cortez, P., Eds.; AIAI 2022; IFIP Advances in Information and Communication Technology; Springer: Cham, Switzerland, 2022; Volume 647. [ Google Scholar ] [ CrossRef ]
• Hivarekar, N.; Jadav, S.; Kuppusamy, V.; Singh, P.; Gupta, C. Preventive and Predictive Maintenance Modeling. In Proceedings of the 2020 Annual Reliability and Maintainability Symposium (RAMS), Palm Springs, CA, USA, 27–30 January 2020; pp. 1–6. [ Google Scholar ] [ CrossRef ]
• Rakyta, M.; Bubenik, P.; Binasova, V.; Micieta; Staffenova, K. Advanced Logistics Strategy of a Company to Create Sustainable Development in the Industrial Area. Sustainability 2022 , 14 , 12659. [ Google Scholar ] [ CrossRef ]
• Stofkova, J.; Krejnus, M.; Stofkova, K.R.; Malega, P.; Binasova, V. Use of the analytic hierarchy process and selected methods in the managerial decision-making process in the context of sustainable development. Sustainability 2022 , 14 , 11546. [ Google Scholar ] [ CrossRef ]
• Bubenik, P.; Capek, J.; Rakyta, M.; Binasova, V.; Staffenova, K. Impact of strategy change on business process management. Sustainability 2022 , 14 , 11112. [ Google Scholar ] [ CrossRef ]
• Dodok, T.; Cubonova, N.; Cisar, M.; Ivanov, V. Automatic Generation of the Machining Processes for Turned Components in CAD/CAM System. In Advances in Manufacturing Engineering and Materials II: Proceedings of the International Conference on Manufacturing Engineering and Materials (ICMEM 2020), 21–25 June 2021, Novy Smokovec, Slovakia ; Springer International Publishing: Berlin/Heidelberg, Germany, 2021; pp. 404–410. [ Google Scholar ]
• Kuric, I.; Klackova, I.; Domnina, K.; Stenchlak, V.; Saga, M. Implementation of predictive models in industrial machines with proposed automatic adaptation algorithm. Appl. Sci. 2022 , 12 , 1853. [ Google Scholar ] [ CrossRef ]
• Sun, Z.; Guo, Y.; Sun, Z.; Yang, S.; Hao, B. Maintenance cost prediction for the vehicle based on maintenance data. Proc. Inst. Mech. Eng. Part D J. Automob. Eng. 2023 , 238 , 1550–1556. [ Google Scholar ] [ CrossRef ]
• Zonta, T.; Da Costa, C.A.; Righi, R.D.R.; De Lima, M.J.; Da Rindade, E.S.; Li, G.P. Predictive maintenance in the Industry 4.0: A systematic literature review. Comput. Ind. Eng. 2020 , 150 , 106889. [ Google Scholar ] [ CrossRef ]
• VEGA Project no. 1/0480/03: Draft Methodology for the Assessment and Correction of Risks Caused by Equipment Failure in Production. The Ministry of Education, Research, Development and Youth of the Slovak Republic. Responsible investigator: doc. Ing. Miroslav Rakyta, PhD. Project. 2003.
• VEGA Project no. 1/2065/05: A Model for Rapid Diagnostics and Increasing the Partial and Total Availability of the Production System Using Elements of Virtual Reality and Simulation. The Ministry of Education, Research, Development and Youth of the Slovak Republic. Responsible Investigator: doc. Ing. Miroslav Rakyta, PhD. Project. 2005.
• KEGA Project no. 3-1163-03: Visualization Models for the Group of Subjects Design of Production Processes and Systems, Operational Management with a Connection to the Economic Management of Production Processes and Systems. The Slovak Research and Development Agency doc. Ing. Miroslav Rakyta, PhD. Project. 2003.
• VEGA 1/0524/22: Research of a Proactive Approach to the Sustainability of Production Systems in Crisis Conditions in the Context of the Green Economy. The Ministry of Education, Research, Development and Youth of the Slovak Republic. Responsible Investigator: Ing. Vladimira Binasova, PhD. Project. 2022.
• VEGA 1/0633/2024: Research and Support of the Synergistic Effect of Optimization of Assembly Processes. The Ministry of Education, Research, Development and Youth of the Slovak Republic. Responsible Investigator: prof. Ing. Branislav Mičieta, PhD. Project. 2024.
• APVV-19-0305: Integrated Modular System of a Factory Twin. The Slovak Research and Development Agency. Responsible Investigator: prof. Ing. Branislav Mičieta, PhD. Project. 2019.

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Rakyta, M.; Bubenik, P.; Binasova, V.; Gabajova, G.; Staffenova, K. The Change in Maintenance Strategy on the Efficiency and Quality of the Production System. Electronics 2024 , 13 , 3449. https://doi.org/10.3390/electronics13173449

Rakyta M, Bubenik P, Binasova V, Gabajova G, Staffenova K. The Change in Maintenance Strategy on the Efficiency and Quality of the Production System. Electronics . 2024; 13(17):3449. https://doi.org/10.3390/electronics13173449

Rakyta, Miroslav, Peter Bubenik, Vladimira Binasova, Gabriela Gabajova, and Katarina Staffenova. 2024. "The Change in Maintenance Strategy on the Efficiency and Quality of the Production System" Electronics 13, no. 17: 3449. https://doi.org/10.3390/electronics13173449

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Enhancing Multi-step Brent Oil Price Forecasting with Ensemble Multi-scenario Bi-GRU Networks

• Research Article
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• Published: 28 August 2024
• Volume 17 , article number  225 , ( 2024 )

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• Mohammed Alruqimi 1 &
• Luca Di Persio 1  

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Accurate crude oil price forecasting is crucial for economic stability, investment planning, and strategic decision-making across various industries. Despite numerous research efforts in applying deep learning to time-series forecasting, achieving high accuracy in multi-step predictions for volatile time-series like crude oil prices remains a significant challenge. Moreover, most existing approaches primarily focus on one-step forecasting, and the performance often varies depending on the dataset and specific case study. This paper introduces ensemble-based deep-learning models to capture Brent oil price volatility and enhance the multi-step price prediction. Our methodology employs a two-pronged approach. First, we present an empirical comparison of deep-learning models and architectures, including RNNs, CNNs, and transformers, for forecasting Brent oil prices. We also examine the impact of various external factors on forecasting accuracy. Then, we introduce a novel approach that employs ensemble GRU-based models to enhance prediction accuracy across multiple forecasting scenarios. Extensive experiments were conducted using a dataset of historical Brent prices encompassing the COVID-19 pandemic, which significantly impacted energy markets. The results demonstrate that the proposed model outperforms benchmark and established models, achieving a 9.3% reduction in MSE compared to the closest benchmark model for a 3-day forecasting horizon.

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1 Introduction

Brent crude oil, one of the major global benchmarks for oil prices, plays a critical role in the energy markets and broader economic landscape. Forecasting its price is essential for various stakeholders, including policymakers, investors, and energy companies. However, crude oil price market prediction is known for its inherent complexity and obscurity. The high degree of volatility, unpredictable, irregular events, and complex interconnections among market factors make it extremely challenging to accurately forecast the fluctuations in crude oil prices. The dynamic interplay of supply and demand and changes in oil prices are influenced by external factors, such as economic growth, financial markets, geopolitical conflicts, warfare, and political considerations [ 1 , 2 , 3 ]. A variety of methodologies have been utilised to predict crude oil prices. The older approaches primarily rely on employing economic and statistical methods, such as VAR [ 4 ], ARIMA, GARCH [ 5 ], VMD [ 6 ], and Walvet decomposition [ 7 ]. These traditional methods, which typically rely on mathematical assumptions, struggle to accurately capture oil prices’ complex, nonlinear dynamics, and the interplay of various influencing factors [ 8 ]. To overcome these limitations, recent studies increasingly leverage machine learning approaches [ 2 , 9 , 10 ]. In contrast to the traditional statistical and econometric models, AI provides a valuable alternative approach to capture complex nonlinear characteristics of the crude oil price movement. In recent years, there has been an effort to exploit the emergent advances in deep-learning machine models (such as Transformers and GANs) for time-series analysis [ 11 , 12 ]. Despite the great success achieved by these models in processing natural languages and generating images and videos, Long short-term memory (LSTM) and gated recurrent unit (GRU) networks still maintain their popularity for time-series forecasting [ 13 , 14 , 15 ]. Their popularity could be attributed to their ability to effectively capture temporal dependencies, which is crucial for accurately predicting future values in a time-series. They are also significantly less complex to train than more modern models such as GANs and transformers. Also, a vast amount of data are required to train transformers, which makes them inefficient for tasks involving smaller datasets, such as daily-based oil price forecasting. Nevertheless, achieving accurate oil price forecasting remains a challenging task, particularly in terms of multi-step forecasting. Additionally, most current research focuses on one-day-ahead forecasting or utilises complex combinations of layers and models with high computational complexity.

This study proposes blind forecasts generated from three different scenarios across Bi-GRU networks. To this end, we start by assessing the forecast performance of various architectures of deep-learning models (popular deep-learning models used in the literature for price forecasting) to optimise our model selection. Then, we propose a novel effective model (abbreviated as ERS-Bi-GRU, denoting its main elements-Ensemble, Residual, Sentimental, and Bi-Directional Gated Recurrent Units) for Brent price forecasting. Our experiments additionally evaluate the influence of incorporating three external factors—the USD index (USDX), Saudi energy sector index (TENI), and sentiment score (SENT)—on enhancing prediction accuracy. The contributions of this paper are threefold:

Introduction of an effective ensemble model for forecasting multi-step Brent crude oil prices.

Evaluation of various established deep-learning architectures and combinations for oil price forecasting, discerning the optimal architecture within this domain. To the best of our knowledge, this is the first study to compare RNN-based models and more recent and complex models like transformers for oil price prediction.

Evaluate the influence of external factors on Brent price movement.

The proposed model (ERS-Bi-GRU) has been compared against well-known benchmarks and established models in the literature to evaluate its forecasting accuracy. The obtained results indicate that the proposed model outperforms the benchmark models. The rest of the paper is organised as follows. Section 2 provides an overview of recent literature related to oil price forecasting. Section 4 describes the dataset used in this study. Section 5 outlines the methodology, Section 6 describes the experimental setup and results, and finally the conclusion.

2 Literature Review

Recent years have witnessed strong growth in adopting machine learning for time-series forecasting, driven by its remarkable ability to uncover intricate and nonlinear patterns within the data. Researchers have employed various Ml networks, such as long-short-term memory (LSTM) [ 3 , 12 , 16 ], gated recurrent unite (GRU) [ 17 , 18 , 19 ], convolutional neural network (CNN) [ 20 ], and transformer models [ 21 ] to predict crude oil prices based on historical price data and some relevant features. Machine learning approaches often require extensive feature engineering and can be sensitive to the quality and availability of data. Many researchers incorporated additional data sources, such as macroeconomic and technical indicators, social media sentiment, and news articles to enhance prediction accuracy. Additionally, advancements in natural language processing and sentiment analysis techniques have allowed for a more comprehensive understanding of the impact of geopolitical events and news on oil prices [ 3 , 19 , 22 , 23 ]. A popular approach combines different neural networks with statistical and economic methods to improve crude oil forecasting. For instance, many researchers have merged RNN networks with CNN and self-attention mechanisms to capture temporal, local, and long-term dependencies in historical price data [ 24 , 25 ]. Statistical and time-series analysis methods [such as variational mode decomposition (VMD), empirical mode decomposition (EMD), Granger causality, Gaussian process, and complete ensemble empirical mode decomposition with adaptive noise (CEEMDAN)] are also prevalent alongside neural networks in recent approaches (i.e., [ 3 , 19 ]).

More recently, Transformer-based approaches have been explored in the literature [ 11 , 26 ], raising questions about their performance compared to sequential processing mechanisms like RNNs. This is the first paper to provide an empirical assessment and comparison between Transformer-based and RNN-based models for oil price forecasting. Furthermore, while many existing approaches focus primarily on single-step forecasting, robust frameworks are still needed to effectively handle multi-step forecasting scenarios.

3 Preliminaries

This section briefly describes the deep-learning network architectures examined in this work. These architectures also serve as benchmarks for evaluating our proposed model.

As listed in Table 1 , the targeted networks selected for the experiments include LSTM, GRU, CNN-LSTM, CNN-LSTM-att, Transformer, Autoformer, Informer, and TimsNet. GRU and LSTM networks have been selected due to their established effectiveness in time-series forecasting tasks [ 12 , 17 ]. Combining CNN and LSTM networks and attention is another popular approach widely employed in the literature. CNNs excel at extracting local features from time-series data by applying learnable filters that capture spatial relationships within specific time windows. The CNN extracts relevant local features, while the LSTM and GRU model long-term dependencies. Additionally, the self-attention mechanisms effectively direct attention across the time-series data. On the other hand, transformers have demonstrated remarkable achievements across various domains beyond just NLP. Over the last three years, transformer-based architectures (including Informer [ 26 ], Autoformer [ 11 ]) have been adapted for time-series tasks. TimesNet [ 27 ] is another cutting-edge CNN-based-structure model introduced in April (2023).

3.1 Long Short-Term Memory (LSTM)

LSTM is a popular type of recurrent neural network (RNN) architecture widely used in deep learning [ 28 ]. It was introduced to address the vanishing and exploding gradient problems that hinder the training of traditional RNNs. LSTM models are particularly effective in capturing long-term dependencies in sequential data such as time-series.

3.2 Gated Recurrent Unit (GRU)

GRU is a Recurrent Neural Network (RNN) variant that offers certain advantages compared to the popular Long Short-Term Memory (LSTM) model. GRU is known for its efficiency and faster computation, requiring less memory than LSTM. However, LSTM tends to perform better in scenarios involving datasets with longer sequences, as it can effectively capture and retain long-term dependencies [ 29 ].

3.3 CNN-LSTM

Convolutional Neural Networks (CNNs) are deep-learning models designed explicitly for analysing visual data, such as images or videos. They employ a hierarchical structure of interconnected layers, including convolutional layers for feature extraction and pooling layers for dimensionality reduction. CNNs excel at extracting local features from time-series data by applying learnable filters that capture spatial relationships within specific time windows. This capability is precious for identifying the data’s cyclical patterns or localised events. By combining these strengths, CNN-LSTM architectures synergistically address the limitations of individual models. The CNN extracts relevant local features, while the LSTM leverages these features to model long-term dependencies

3.4 CNN-LSTM-Attention

The emergence of self-attention mechanisms in transformer architectures has revolutionised natural language processing tasks. By allowing models to weigh the importance of different input tokens, self-attention enables capturing long-range dependencies efficiently. Building upon this concept, the CNN-LSTM-Self Attention approach combines convolutional neural networks (CNNs) for spatial feature extraction, long short-term memory (LSTM) networks for capturing temporal dependencies, and self-attention mechanisms for effectively directing attention across the time-series data. This fusion of techniques empowers the model to capture both local patterns and long-term dependencies. It is a promising approach for time-series forecasting tasks where understanding short-term fluctuations and overarching trends is crucial.

3.5 Transformer

A transformer model is a neural network that learns context and thus meaning by tracking relationships in sequential data like the words in this sentence, first described in 2017 by Ashish Vaswani [ 30 ]. Transformers excel in capturing complex relationships in data and have become a cornerstone in modern deep-learning architectures, epitomised by models, such as BERT, GPT, and others. Their success extends beyond NLP, finding applications in various domains, including computer vision and time-series analysis. Transformer-based models have been proposed to adopt various self-attention mechanisms to discover long-range dependencies and enhance long-term forecasting.

3.6 Informer

The Informer is a transformer-based model designed to handle long dependencies in Long-Sequence Time-Series Forecasting. This model, as described in [ 26 ], addresses some drawbacks of long-sequence time-series forecasting transformers. The encoder of the Informer processes long-sequence inputs and replaces canonical self-attention with ProbSparse attention. The decoder handles lengthy sequence inputs by zero-padding the target elements, calculating the weighted attention composition of the feature map, and promptly generating output elements generatively.

3.7 Autoformer

In exploring the ongoing research efforts to adapt the transformer architecture for time-series prediction, this paper introduces the Autoformer model [ 11 ]. The Autoformer includes several enhancements, such as series decomposition and an auto-correlation mechanism. The encoder uses series decomposition blocks (blue) to remove the long-term trend-cyclical aspect, focusing on modelling seasonal patterns. The decoder gradually accumulates the trend from hidden variables, with past seasonal data utilised by the encoder–decoder auto-correlation mechanism.

3.8 TimesNet

TimesNet (Temporal 2D-Variation Modelling for General Time-Series Analysis) is a (CNN)-based model proposed for general time-series analysis tasks, including forecasting, classification, imputation, and anomaly detection. This model was introduced in 2023 in this paper[ 27 ] and has demonstrated state-of-the-art performance on various benchmark datasets. TimesNet transforms the 1D time-series data into 2D tensors to simultaneously represent intra-period and inter-period variations. The fundamental structure of TimesNet involves stacking of TimesBlocks in a residual manner. These TimesBlocks are adept at capturing diverse temporal 2D-variations from k different reshaped tensors. The fusion process is carried out based on normalised amplitude values.

4.1 Dataset Description

The initial dataset used in this paper encompasses eight variables: closing prices of Brent oil, the USD index, the Saudi Energy index, the Saudi Tadawul All Share index, the S &P 500 index, the Natural Gas index, the Gold index, and a sentimental score. These variables span 2,380 observations from January 2012, to April 2021, capturing the period impacted by the COVID-19 pandemic on energy and stock markets. This time range was specifically chosen due to the availability of sentiment scores for this period.

Brent oil price trend from 2012 to 2021

Figure 1 displays the time-series plot of Brent’s daily closing price. The figure shows that sharp fluctuations in crude oil logistics and production are often linked to world events. Extensive research has explored the influence of industrial commodities, indices (such as USD, S &P 500, Natural Gaz, and Gold), and sentiment analysis extracted from news articles, financial reports, and even tweets on the energy market [ 22 , 23 , 31 , 32 , 33 ]. External factors that affect the movement of crude oil prices could be categorised into supply, demand, financial, political, and major events factors [ 31 ]. These factors are inter-correlated; for instance, supply and demand movement may be subject to political factors and world events.

4.2 Correlation-Based Feature Selection

Correlation-based Feature Selection is a method to identify and select the most relevant features from a dataset by analysing the relationship between each feature and the target variable. This technique helps select features that can play the most significant role in predicting the target variable. We created a filtered dataset that includes only three external variables from our initial dataset to be used as input features to our models alongside the Brent oil prices, based on their strong correlation with Brent prices. We used a Spearman correlation coefficient threshold of 0.6 to identify these variables, as shown in Fig. 2 . Therefore, the three variables enumerated below have been designated for subsequent experimentation alongside the target variable (Brent crude oil prices). The impact of these variables on the prediction performance has been further evaluated experimentally during the model training, as detailed in Sect.  6

Heatmap Spearman Correlation

Sentiment score (SENT): We used an accumulative sentimental score provided by CrudeBERT_Plus model and presented in [ 22 ]. CrudeBERT is a variant of FinBERT that has been fine-tuned towards assessing the impact of market events on crude oil prices, focusing on frequently occurring market events and their effects on market prices according to Adam Smith’s theory of supply and demand. Mainly, CrudeBERT dataset used headlines originating from 1034 unique news sources, of which the majority has been published on the Dow Jones newswires (approx. 21,200), followed by Reuters (approx. 3,000), Bloomberg (approx. 1,100), and Platts (approx. 870). More details about generating this sentiment score are found in the paper [ 22 ]; the data are publicly available and can be reached following this link .

USDX Index: The U.S. dollar index (USDX) measures the value of the U.S. dollar relative to a basket of foreign currencies. There is a negative correlation between crude oil and the USDX index. USDX historical dataset has been obtained for the same period from Investing .

Saudi energy sector index (TENI) contains two companies working in the energy sector (Arabian Drilling Co and Rabigh Refining & Petrochemical Co). The historical dataset of this index has been obtained for the same period from https://uk.investing.com/indices/tpisi-historical-data .

4.3 Data Preparation

Our training data have been standardised by removing the mean and scaling to unit variance. To incorporate observations of all features, we run a left-join merge between the Brent crude oil price time-series and the other three input time-series. On the other hand, the missing values in the three external factors have been filled in by running a Linear Interpolation function: Let’s \(X_t\) is a null value, \(X_t=(\) \(X_{t-1}+\) \(X_{t+1})/2\) . The dataset has been split into train/valid and tested as follows: Training set: from 2012-01-03 to 2019-10-10; Validation set: from 2019-10-11 to 2020-06-23; and Test set from 2020-06-24 to 2021-04-01.

5 Methodology

This work presents a hybrid approach, based on deep-learning models and times-series volatility analysis, for multi-step forecasting of Brent crude oil prices. Mathematically, given a set of time-series inputs \(X_t = \{ x_{t-2}, x_{t-1}, \ldots , x_t \} \) , where each vector \(x_t\) contains multiple features (e.g., historical oil prices, sentimental indicators, and market data), the deep-learning model learns a complex function \(f_\theta \) parameterised by \( \theta \) . The objective is to forecast the prices over multiple horizons h : \(x_{t+h} = f_{\theta }(X_t) + \epsilon _t\) where \(\epsilon _t\) is the error term. Additionally, we investigate how external factors affect prediction accuracy and determine the most effective deep-learning architecture and configuration to enhance forecasting performance. To this end, we followed the steps outlined below, illustrated by Fig. 3 .

Methodology flowchart and ERS-BI-GRU model

First, we collected eight historical data (eight time-series), performed a correlation-based test to select only the most correlated variables for the next phase, and prepared our filtered dataset, as described in Sect. 4 . The filtered dataset comprises daily historical observations of Brent crude oil prices, along with USDX, SENT, and TENI. Second (in the first stage experiments), we conducted experiments using different architectures of GRU, LSTM, CNN, and transformer-based models adapted for time-series forecasting. A wide range of experiments was carried out, considering various model architectures, time steps, and forecasting horizons. We trained each model with univariate and multivariate inputs, incorporating the three external factors (USDX, NETI, and SENT) individually and collectively. We compared the performance of each model in one-step and multi-step horizon forecasting, as discussed in Sect. 6 . We evaluated the results obtained by each model using MAE, MSE, and RMSE metrics. This phase’s objective is to identify the most effective model experimentally. It features for our case study, which will be used in the following (final) phase to produce the ensemble forecast. Finally, based on the results and observations from the previous phase, we built the ERS-Bi-GRU model, which merges forecasts of three Bi-GRU networks performing three forecasting scenarios, as detailed in Sect. 6 . The ERS-GRU model demonstrated superior performance compared to other targeted and created benchmark models.

6 Experiments

This section highlights a representative sample of the experiments carried out, the evaluation metrics used, and the best results achieved by each model. However, the models’ training experiments were conducted on a machine running Windows 11 with 16GB of RAM. The models were built and trained using the PyTorch deep-learning framework.

6.1 Error Evaluation Metrics

To evaluate the performance of each model, the following commonly used evaluation metrics were employed:

Mean Absolute Error (MAE) measures the average absolute difference between the predicted and actual values. It is calculated as:

Mean Squared Error (MSE) calculates the average squared difference between the predicted and actual values. It is computed as

Root-Mean-Squared Error (RMSE) is the square root of the MSE, providing a measure of the average magnitude of the error. It is given by:

Mean Squared Prediction Error (MSPE) is a statistical measure used to evaluate the accuracy of a predictive model. It quantifies the average squared difference between the predicted values and the actual observed values.

Coefficient of Determination ( \(R^2\) or R-squared) is a statistical measure of how well the regression predictions approximate the actual data points. The following equation expresses the latter:

These evaluation metrics allow for quantifying the accuracy and precision of the model’s predictions. Lower MSE, MAE, MSPE, and RMSE values indicate better performance, indicating smaller discrepancies between the predicted and actual values, while a high \(R^2\) value implies better performance. For a fair comparison, the models have been trained under the same procedures but with a customised hyperparameter configuration for each model. MAE, MSE, MSPE, and RMSE are calculated using actual, not scaled, prices.

6.2 Experimental Design

Table 1 shows the experiment parameters. To evaluate the performance of each one of the targeted models [GRU, LSTM, Bi-GRU, Bi-LSTM, LSTM-CNN, LSTM-CNN-attention, Autoformer, Informer, Transformer, TimesNet], a systematic approach was employed, considering various window sizes (tuning range from 5 to 22) with one-step (one-ahead) and multi-step (three-ahead days) forecasts, with more focus on the multi-step forecasting. For each model, two training scenarios were considered: (1) utilising only Brent crude price lags (univariate) and (2) incorporating different combinations of the three external factors, namely USDX, SENT, and TENI (multivariate). This approach enabled a comprehensive assessment of the models from multiple perspectives. To ensure a unified, systematic comparison, the models were applied to the same dataset as described in Section (4). A unified dataset splitting and evaluation methodology was adopted to maintain consistency throughout the experiments. Hyperparameters were tuned separately for each model based on the MSE during the training phase, considering various factors, such as window size, prediction horizon, input types (univariate/multivariate), and the inclusion of external factors.

7 Findings and Discussion

7.1 lstm and gru models.

Despite the emergence of newer advanced models in deep learning, LSTM and GRU models have maintained their significance and remain competitive options for time-series prediction tasks. These models excel in preserving the temporal order. The simplicity of model tuning and their lower computation complexity compared to Transformers or GANs are further advantages. Results obtained from GRU and LSTM models are shown in Tables 2 and 3 . The best results achieved were by the SENT-GRU-1 model (MAE 0.0647, MSE 0.0069, and RMSE 0.0833) in terms of 1-day ahead and (MAE 1.0411, MSE 2.0097, and RMSE 0.4176) in term of a 3-days ahead forecasting with the SENT-Bi-GRU model. It is worth mentioning that the evaluation metrics (MAE, MSE, and RMSE) have been calculated using the original values (re-normalised values).

7.2 Transformers and TimesNet Experiments

We examined a base Transformer model along with two well-known transformer-based architectures specifically designed for time-series tasks, namely Autoformer [ 11 ] and Informer [ 26 ]. Additionally, we examined another advanced time-series model named TimesNet, which is based on a CNN architecture using a temporal 2D-variation modelling approach [ 27 ]. Similar to the experiments presented in the previous section, we conduct experiments incorporating the three external variables in various combinations. Among the models mentioned above, the best results were obtained regarding 3-day ahead forecasting by incorporating the sentiment score with Autoformer (MAE 2.8073, MSE 5.7048, and RMSE 2.3884), as shown in Table 4 . These transformer-based models exhibit inferior performance compared to sequence models. This disparity can be attributed to the self-attention mechanism applied to transformer-based models, which is somewhat "anti-order" and can lead to temporal information loss. This loss is usually not a significant concern in semantic-rich applications like natural language processing (NLP), where the meaning of a sentence remains largely preserved even if the word order is altered. However, when dealing with time-series data, the primary focus is modelling the temporal relation within a continuous sequence of points. Additionally, it is essential to acknowledge the relatively higher training time and complexities associated with Transformers regarding the difficulty in fine-tuning the hyperparameters compared to more traditional models like GRU or LSTM.

7.3 External Variables

The impact of three external time-series variables on prediction accuracy has been investigated: USDX, TENI, and the cumulative sentimental score (SENT). The initial part of the models’ names indicates the integrated variables; for example, "SENT-Bi-GRU" signifies a Bi-GRU model where the sentiment index serves as an input. The results shown in Tables 2 and 3 suggest that the cumulative sentimental score (SENT) is the most effective external time-series variable for improving the prediction accuracy of Brent crude oil price. SENT is more effective, because it captures the overall sentiment of the market, which can be a valuable predictor of future prices. USDX and TENI, on the other hand, may not be as effective predictors, because they only capture specific aspects of the market, such as the strength of the US dollar or the price of oil.

7.4 SENT-Bi-GRU

Among all the previous experiments conducted, the SENT-BI-GRU network, which is a Bi-GRU network integrated with sentiment index, demonstrated the highest accuracy performance. SENT-Bi-GRU is a simple and effective bidirectional GRU architecture incorporating a cumulative sentiment index. The architecture of this network consists of a bidirectional GRU network followed by two fully connected layers, all connected through ReLU activation functions. The best performance has been achieved with a window size of five time steps, a batch size of 16, and the AdamW optimiser.

7.5 ERS-Bi-GRU

We incorporated a residual analysis into the previous model (SENT-Bi-GRU) to refine the predictive capabilities further. The main idea is to ensemble the forecasts of two Bi-GRU networks. One network incorporates a sentimental index as an input feature, while the other includes a residual component as an input feature (Fig.  4 depicts the residual component). The forecasts from these two networks are then fused using a weighted averaging method, resulting in a more robust and accurate prediction. The objective is to enhance capturing fluctuations and irregularities in the oil market. We assume that we can model the price fluctuations with the help of the sentiment index and the residual component.

Crude Brent oil price components

The proposed models, denoted as Ensemble Sentiment-Residual BiGRU (ESR-BiGRU), involve the following steps:

Train a Bi-GRU model to future crude oil prices. The model takes the historical crude oil prices and sentiment index as inputs. Let \(P_t\) represent the crude oil price at time t and \(S_t\) denote the sentiment index simultaneously. The forecast from Bi-GRU can be denoted as \(forecast_1 = F_{\text {Bi-GRU}}(P_t, S_t)\) .

Train a Bi-GRU model: This model takes sentiment index S and the residual component R (calculated by removing the trend from the oil prices) as inputs and learns to predict the unpredictable variations in oil prices. Let \(R_t\) represent the residual at time t and \(S_t\) denote the sentiment index simultaneously. The forecast from Bi-GRU can be denoted as \(forecast_2 = F_{\text {Bi-GRU}}(R_t, S_t)\) .

Train a Bi-GRU model: This model takes historical crude oil prices P and the residual component R as inputs and learns to predict future crude oil prices. The forecast from this Bi-GRU is denoted as \(forecast_3 = F_{\text {Bi-GRU}}(P_t, R_t)\) .

Calculate the final forecast: The last forecast is obtained by combining the three forecasts as follows: \(Forcat_{final} = ((forecast_3 - forecast_2 * W_1) * W_2) + (forecast_1 * W_3) \) .

One-ahead day forecasts using SENT-GRU and SENT-LSTM models

3-ahead day forecasts, ERS-Bi-GRU model versus other benchmark models

This model outperforms all the other models examined in this paper and benchmark models, achieving MAE 1.04475, MSE 1.9946 and RMSE 1.4123.

7.6 Discussion and Benchmark Comparison

In general, the significance of the experiment results is as follows: First, simple models (GRU and LSTM) outperform transformer and TimesNet models for Brent crude oil price forecasting; second, incorporating crude oil-relevant sentimental index is demonstrated to be effective and promising to help in estimating the fluctuation level of the price. However, among the various models considered, our findings reveal that bidirectional (LSTM/GRU) models yield the best performance. While Bi-GRU outperforms slightly the Bi-LSTM. We obtained the best results of forecasting with the ESR-Bi-GRU model (MAE 1.04475, MSE 1.9946, and RMSE 1.4123) for a 3-day ahead forecasting, as shown in Table 5 . It is worth mentioning that MAE, MSE, and RMSE have been calculated using the re-scaled predicted values. Optimal time-step values for different models are among (5, 10, 17, and 22), with 16 of batch size.

Figures 5 , 6 depict samples of the forecasting results of the proposed model and the other created benchmark models. The proposed model (ERS-Bi-GRU) exhibits a high level of accuracy in forecasting the closing prices of Brent crude oil, demonstrating a solid alignment between its predictions and the observed values. This highlights the model’s ability to provide precise forecasts for crude oil prices. This study focuses on forecasting Brent oil prices using a daily observation-based dataset, which limits the overall dataset size. Furthermore, our analysis is constrained to the period from 2012 to 2021 due to the unavailability of the sentiment index outside this timeframe.

8 Conclusion

This work follows a comprehensive methodology for accurate multi-step forecasting for crude Brent prices. We started by conducting a comparative analysis of the performance of various architectures of six deep-learning networks (GRU, LSTM, Autoformer, Informer, Transformer, and TimesNet) for Brent crude price forecasting. In addition, it introduces a sample and efficient model, ERS-Bi-GRU, for multi-step forecasting of Brent crude price. Our experiments go beyond the models by examining the significance of external factors that commonly influence the crude oil market. By incorporating these additional factors, the evaluation aims to provide a holistic understanding of the models’ forecasting capabilities in real-world scenarios. The results demonstrated that sequence-based models (GRU and LSTM) outperform transformer-based models for forecasting crude oil prices. The results showed that the proposed ERS-Bi-GRU model outperforms benchmark models in the field and state-of-the-art models (Autoformer and TimesNet) regarding one/multi-step forecasting. The results also demonstrated the importance of extraneous factors to improve the forecasting accuracy. Finally, it is worth mentioning that the nature of the data significantly influences training models for forecasting tasks and is extremely sensitive to hyperparameter configurations. Therefore, efficient algorithms for optimising hyperparameter configuration are recommended. In future work, we seek to enhance this model by integrating optimisation algorithms (such as Particle, Swarm Optimization, Gravity Search, algorithm, and Gray Wolf Optimizer) for hyperparameter tuning. Additionally, we plan to incorporate the proposed model within a GAN architecture and add SDE solvers for modelling volatility and noise. Furthermore, we intend to apply this approach to financial data.

Data Availability

The dataset used in this paper can be accessed through this GitHub repos .

Code Availability

It will be available upon request.

Miao, H., Ramchander, S., Wang, T., Yang, D.: Influential factors in crude oil price forecasting. Energy Econ. 68 , 77–88 (2017). https://doi.org/10.1016/j.eneco.2017.09.010

Article   Google Scholar  

Lu, Q., Sun, S., Duan, H., Wang, S.: Analysis and forecasting of crude oil price based on the variable selection-lstm integrated model. Energy Inform. 4 (2), 47 (2021). https://doi.org/10.1186/s42162-021-00166-4

Jiang, Z., Zhang, L., Zhang, L., Wen, B.: Investor sentiment and machine learning: predicting the price of China’s crude oil futures market. Energy 247 , 123471 (2022). https://doi.org/10.1016/j.energy.2022.123471

Drachal, K.: Forecasting crude oil real prices with averaging time-varying var models. Resour. Policy 74 , 102244 (2021). https://doi.org/10.1016/j.resourpol.2021.102244

Mohammadi, H., Su, L.: International evidence on crude oil price dynamics: applications of arima-garch models. Energy Econ. 32 (5), 1001–1008 (2010). https://doi.org/10.1016/j.eneco.2010.04.009

Huang, Y., Deng, Y.: A new crude oil price forecasting model based on variational mode decomposition. Knowl. Based Syst. 213 , 106669 (2021). https://doi.org/10.1016/j.knosys.2020.106669

He, K., Yu, L., Lai, K.K.: Crude oil price analysis and forecasting using wavelet decomposed ensemble model. Energy 46 (1), 564–574 (2012). https://doi.org/10.1016/j.energy.2012.07.055 . ( Energy and Exergy Modelling of Advance Energy Systems )

Ftiti, Z., Jawadi, F.: On the oil price uncertainty. Energy J. 0 (Special I) (2019)

Cen, Z., Wang, J.: Crude oil price prediction model with long short term memory deep learning based on prior knowledge data transfer. Energy 169 (2018). https://doi.org/10.1016/j.energy.2018.12.016

Lindemann, B., Müller, T., Vietz, H., Jazdi, N., Weyrich, M.: A survey on long short-term memory networks for time series prediction. Proc. CIRP 99 , 650–655 (2021) https://doi.org/10.1016/j.procir.2021.03.088 . (14th CIRP Conference on Intelligent Computation in Manufacturing Engineering, 15-17 July 2020)

Wu, H., Xu, J., Wang, J., Long, M.: Autoformer: decomposition transformers with auto-correlation for long-term series forecasting. CoRR (2021). arXiv:2106.13008

Deng, C., Ma, L., Zeng, T.: Crude oil price forecast based on deep transfer learning: Shanghai crude oil as an example (2021). https://doi.org/10.3390/su132413770

Eren, Y.: Küçükdemiral: a comprehensive review on deep learning approaches for short-term load forecasting. Renew. Sustain. Energy Rev. 189 , 114031 (2024). https://doi.org/10.1016/j.rser.2023.114031

Zeng, A., Chen, M., Zhang, L., Xu, Q.: Are transformers effective for time series forecasting? (2022)

Shen, L., Wei, Y., Wang, Y.: Gbt: two-stage transformer framework for non-stationary time series forecasting. Neural Netw. 165 , 953–970 (2023). https://doi.org/10.1016/j.neunet.2023.06.044

Jovanovic, L., Jovanovic, D., Bacanin, N., Jovancai Stakic, A., Antonijevic, M., Magd, H., Thirumalaisamy, R., Zivkovic, M.: Multi-step crude oil price prediction based on lstm approach tuned by salp swarm algorithm with disputation operator. Sustainability 14 (21) (2022). https://doi.org/10.3390/su142114616

Wang, B., Wang, J.: Energy futures and spots prices forecasting by hybrid sw-gru with emd and error evaluation. Energy Econo. 90 , 104827 (2020). https://doi.org/10.1016/j.eneco.2020.104827

Zhang, S., Luo, J., Wang, S., Liu, F.: Oil price forecasting: a hybrid gru neural network based on decomposition-reconstruction methods. Expert Syst. Appl. 218 , 119617 (2023). https://doi.org/10.1016/j.eswa.2023.119617

Fang, Y., Wang, W., Wu, P., Zhao, Y.: A sentiment-enhanced hybrid model for crude oil price forecasting. Expert Syst. Appl. 215 , 119329 (2023). https://doi.org/10.1016/j.eswa.2022.119329

He, K., Yang, Q., Zou, Y.: Crude oil price prediction using embedding convolutional neural network model. Proc. Comput. Sci. 214 , 959–964 (2022). https://doi.org/10.1016/j.procs.2022.11.265 . ( 9th International Conference on Information Technology and Quantitative Management )

Liu, C., Ruan, K., Ma, X.: Dmeformer: a newly designed dynamic model ensemble transformer for crude oil futures prediction. Heliyon 9 (6), 16715 (2023). https://doi.org/10.1016/j.heliyon.2023.e16715

Kaplan, H., Weichselbraun, A., Braşoveanu, A.M.P.: Integrating economic theory, domain knowledge, and social knowledge into hybrid sentiment models for predicting crude oil markets. Cogn. Comput. (2023). https://doi.org/10.1007/s12559-023-10129-4

Zhao, L.-T., Xing, Y.-Y., Zhao, Q.-R., Chen, X.-H.: Dynamic impacts of online investor sentiment on international crude oil prices. Resour. Policy 82 , 103506 (2023). https://doi.org/10.1016/j.resourpol.2023.103506

Hu, Zhenda: Crude oil price prediction using ceemdan and lstm-attention with news sentiment index. Oil Gas Sci. Technol. Rev. IFP Energies Nouvelles 76 , 28 (2021). https://doi.org/10.2516/ogst/2021010

Shan, L., Liu, Y., Tang, M., Yang, M., Bai, X.: Cnn-bilstm hybrid neural networks with attention mechanism for well log prediction. J. Pet. Sci. Eng. 205 , 108838 (2021). https://doi.org/10.1016/j.petrol.2021.108838

Zhou, H., Zhang, S., Peng, J., Zhang, S., Li, J., Xiong, H., Zhang, W.: Informer: beyond efficient transformer for long sequence time-series forecasting. CoRR (2020). arXiv:2012.07436

Wu, H., Hu, T., Liu, Y., Zhou, H., Wang, J., Long, M.: TimesNet: temporal 2D-variation modeling for general time series analysis (2023)

Sherstinsky, A.: Fundamentals of recurrent neural network (rnn) and long short-term memory (lstm) network. Physica D: Nonlinear Phenomena 404 , 132306 (2020). https://doi.org/10.1016/j.physd.2019.132306

Article   MathSciNet   Google Scholar  

Chung, J., Gulcehre, C., Cho, K., Bengio, Y.: Empirical evaluation of gated recurrent neural networks on sequence modeling (2014)

Vaswani, A., Shazeer, N., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A.N., Kaiser, L., Polosukhin, I.: Attention is all you need (2023)

Coleman, L.: Explaining crude oil prices fotios petropoulosing fundamental measures. Energy Policy 40 , 318–324 (2012). https://doi.org/10.1016/j.enpol.2011.10.012 . ( Strategic Choices for Renewable Energy Investment )

Li, J., Xu, Z., Xu, H., Tang, L., Yu, L.: Forecasting oil price trends with sentiment of online news articles. Asia-Pacific J. Oper. Res. 34 (02), 1740019 (2017). https://doi.org/10.1142/S021759591740019X

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Alruqimi, M., Di Persio, L. Enhancing Multi-step Brent Oil Price Forecasting with Ensemble Multi-scenario Bi-GRU Networks. Int J Comput Intell Syst 17 , 225 (2024). https://doi.org/10.1007/s44196-024-00640-3

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Received : 10 June 2024

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DOI : https://doi.org/10.1007/s44196-024-00640-3

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