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Uncomplicated Reviews of Educational Research Methods

Writing a Research Report

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This review covers the basic elements of a research report. This is a general guide for what you will see in journal articles or dissertations. This format assumes a mixed methods study, but you can leave out either quantitative or qualitative sections if you only used a single methodology.

This review is divided into sections for easy reference. There are five MAJOR parts of a Research Report:

1. Introduction 2. Review of Literature 3. Methods 4. Results 5. Discussion

As a general guide, the Introduction, Review of Literature, and Methods should be about 1/3 of your paper, Discussion 1/3, then Results 1/3.

Section 1 : Cover Sheet (APA format cover sheet) optional, if required.

Section 2: Abstract (a basic summary of the report, including sample, treatment, design, results, and implications) (≤ 150 words) optional, if required.

Section 3 : Introduction (1-3 paragraphs) • Basic introduction • Supportive statistics (can be from periodicals) • Statement of Purpose • Statement of Significance

Section 4 : Research question(s) or hypotheses • An overall research question (optional) • A quantitative-based (hypotheses) • A qualitative-based (research questions) Note: You will generally have more than one, especially if using hypotheses.

Section 5: Review of Literature ▪ Should be organized by subheadings ▪ Should adequately support your study using supporting, related, and/or refuting evidence ▪ Is a synthesis, not a collection of individual summaries

Section 6: Methods ▪ Procedure: Describe data gathering or participant recruitment, including IRB approval ▪ Sample: Describe the sample or dataset, including basic demographics ▪ Setting: Describe the setting, if applicable (generally only in qualitative designs) ▪ Treatment: If applicable, describe, in detail, how you implemented the treatment ▪ Instrument: Describe, in detail, how you implemented the instrument; Describe the reliability and validity associated with the instrument ▪ Data Analysis: Describe type of procedure (t-test, interviews, etc.) and software (if used)

Section 7: Results ▪ Restate Research Question 1 (Quantitative) ▪ Describe results ▪ Restate Research Question 2 (Qualitative) ▪ Describe results

Section 8: Discussion ▪ Restate Overall Research Question ▪ Describe how the results, when taken together, answer the overall question ▪ ***Describe how the results confirm or contrast the literature you reviewed

Section 9: Recommendations (if applicable, generally related to practice)

Section 10: Limitations ▪ Discuss, in several sentences, the limitations of this study. ▪ Research Design (overall, then info about the limitations of each separately) ▪ Sample ▪ Instrument/s ▪ Other limitations

Section 11: Conclusion (A brief closing summary)

Section 12: References (APA format)

What is a Research Report?

A research report is a well-crafted document that outlines the processes, data, and findings of a systematic investigation. It is an important document that serves as a first-hand account of the research process, and it is typically considered an objective and accurate source of information.

In many ways, a research report can be considered as a summary of the research process that clearly highlights findings, recommendations, and other important details. Reading a well-written research report should provide you with all the information you need about the core areas of the research process.

Features of a Research Report

So how do you recognize a research report when you see one? Here are some of the basic features that define a research report.

It is a detailed presentation of research processes and findings, and it usually includes tables and graphs.
It is written in a formal language.
A research report is usually written in the third person.
It is informative and based on first-hand verifiable information.
It is formally structured with headings, sections, and bullet points.
It always includes recommendations for future actions.

Types of Research Report

The research report is classified based on two things; nature of research and target audience.

Nature of Research

Qualitative Research Report

This is the type of report written for qualitative research . It outlines the methods, processes, and findings of a qualitative method of systematic investigation. In educational research, a qualitative research report provides an opportunity for one to apply his or her knowledge and develop skills in planning and executing qualitative research projects.

A qualitative research report is usually descriptive in nature. Hence, in addition to presenting details of the research process, you must also create a descriptive narrative of the information.

Quantitative Research Report

A quantitative research report is a type of research report that is written for quantitative research. Quantitative research is a type of systematic investigation that pays attention to numerical or statistical values in a bid to find answers to research questions.

In this type of research report, the researcher presents quantitative data to support the research process and findings. Unlike a qualitative research report that is mainly descriptive, a quantitative research report works with numbers; that is, it is numerical in nature.

Target Audience

Also, a research report can be said to be technical or popular based on the target audience. If you’re dealing with a general audience, you would need to present a popular research report, and if you’re dealing with a specialized audience, you would submit a technical report.

Technical Research Report

A technical research report is a detailed document that you present after carrying out industry-based research. This report is highly specialized because it provides information for a technical audience; that is, individuals with above-average knowledge in the field of study.

In a technical research report, the researcher is expected to provide specific information about the research process, including statistical analyses and sampling methods. Also, the use of language is highly specialized and filled with jargon.

Examples of technical research reports include legal and medical research reports.

Popular Research Report

A popular research report is one for a general audience; that is, for individuals who do not necessarily have any knowledge in the field of study. A popular research report aims to make information accessible to everyone.

It is written in very simple language, which makes it easy to understand the findings and recommendations. Examples of popular research reports are the information contained in newspapers and magazines.

Importance of a Research Report

Knowledge Transfer: As already stated above, one of the reasons for carrying out research is to contribute to the existing body of knowledge, and this is made possible with a research report. A research report serves as a means to effectively communicate the findings of a systematic investigation to all and sundry.
Identification of Knowledge Gaps: With a research report, you’d be able to identify knowledge gaps for further inquiry. A research report shows what has been done while hinting at other areas needing systematic investigation.
In market research, a research report would help you understand the market needs and peculiarities at a glance.
A research report allows you to present information in a precise and concise manner.
It is time-efficient and practical because, in a research report, you do not have to spend time detailing the findings of your research work in person. You can easily send out the report via email and have stakeholders look at it.

Guide to Writing a Research Report

A lot of detail goes into writing a research report, and getting familiar with the different requirements would help you create the ideal research report. A research report is usually broken down into multiple sections, which allows for a concise presentation of information.

Structure and Example of a Research Report

This is the title of your systematic investigation. Your title should be concise and point to the aims, objectives, and findings of a research report.

Table of Contents

This is like a compass that makes it easier for readers to navigate the research report.

An abstract is an overview that highlights all important aspects of the research including the research method, data collection process, and research findings. Think of an abstract as a summary of your research report that presents pertinent information in a concise manner.

An abstract is always brief; typically 100-150 words and goes straight to the point. The focus of your research abstract should be the 5Ws and 1H format – What, Where, Why, When, Who and How.

Introduction

Here, the researcher highlights the aims and objectives of the systematic investigation as well as the problem which the systematic investigation sets out to solve. When writing the report introduction, it is also essential to indicate whether the purposes of the research were achieved or would require more work.

In the introduction section, the researcher specifies the research problem and also outlines the significance of the systematic investigation. Also, the researcher is expected to outline any jargons and terminologies that are contained in the research.

Literature Review

A literature review is a written survey of existing knowledge in the field of study. In other words, it is the section where you provide an overview and analysis of different research works that are relevant to your systematic investigation.

It highlights existing research knowledge and areas needing further investigation, which your research has sought to fill. At this stage, you can also hint at your research hypothesis and its possible implications for the existing body of knowledge in your field of study.

An Account of Investigation

This is a detailed account of the research process, including the methodology, sample, and research subjects. Here, you are expected to provide in-depth information on the research process including the data collection and analysis procedures.

In a quantitative research report, you’d need to provide information surveys, questionnaires and other quantitative data collection methods used in your research. In a qualitative research report, you are expected to describe the qualitative data collection methods used in your research including interviews and focus groups.

In this section, you are expected to present the results of the systematic investigation.

This section further explains the findings of the research, earlier outlined. Here, you are expected to present a justification for each outcome and show whether the results are in line with your hypotheses or if other research studies have come up with similar results.

Conclusions

This is a summary of all the information in the report. It also outlines the significance of the entire study.

References and Appendices

This section contains a list of all the primary and secondary research sources.

Tips for Writing a Research Report

Define the Context for the Report

As is obtainable when writing an essay, defining the context for your research report would help you create a detailed yet concise document. This is why you need to create an outline before writing so that you do not miss out on anything.

Define your Audience

Writing with your audience in mind is essential as it determines the tone of the report. If you’re writing for a general audience, you would want to present the information in a simple and relatable manner. For a specialized audience, you would need to make use of technical and field-specific terms.

Include Significant Findings

The idea of a research report is to present some sort of abridged version of your systematic investigation. In your report, you should exclude irrelevant information while highlighting only important data and findings.

Include Illustrations

Your research report should include illustrations and other visual representations of your data. Graphs, pie charts, and relevant images lend additional credibility to your systematic investigation.

Choose the Right Title

A good research report title is brief, precise, and contains keywords from your research. It should provide a clear idea of your systematic investigation so that readers can grasp the entire focus of your research from the title.

Proofread the Report

Before publishing the document, ensure that you give it a second look to authenticate the information. If you can, get someone else to go through the report, too, and you can also run it through proofreading and editing software.

How to Gather Research Data for Your Report

Understand the Problem

Every research aims at solving a specific problem or set of problems, and this should be at the back of your mind when writing your research report. Understanding the problem would help you to filter the information you have and include only important data in your report.

Know what your report seeks to achieve

This is somewhat similar to the point above because, in some way, the aim of your research report is intertwined with the objectives of your systematic investigation. Identifying the primary purpose of writing a research report would help you to identify and present the required information accordingly.

Identify your audience

Knowing your target audience plays a crucial role in data collection for a research report. If your research report is specifically for an organization, you would want to present industry-specific information or show how the research findings are relevant to the work that the company does.

Create Surveys/Questionnaires

A survey is a research method that is used to gather data from a specific group of people through a set of questions. It can be either quantitative or qualitative.

A survey is usually made up of structured questions, and it can be administered online or offline. However, an online survey is a more effective method of research data collection because it helps you save time and gather data with ease.

You can seamlessly create an online questionnaire for your research on Formplus . With the multiple sharing options available in the builder, you would be able to administer your survey to respondents in little or no time.

Formplus also has a report summary too l that you can use to create custom visual reports for your research.

Step-by-step guide on how to create an online questionnaire using Formplus

Sign into Formplus

In the Formplus builder, you can easily create different online questionnaires for your research by dragging and dropping preferred fields into your form. To access the Formplus builder, you will need to create an account on Formplus.

Once you do this, sign in to your account and click on Create new form to begin.

Edit Form Title : Click on the field provided to input your form title, for example, “Research Questionnaire.”
Edit Form : Click on the edit icon to edit the form.
Add Fields : Drag and drop preferred form fields into your form in the Formplus builder inputs column. There are several field input options for questionnaires in the Formplus builder.
Edit fields
Click on “Save”
Form Customization: With the form customization options in the form builder, you can easily change the outlook of your form and make it more unique and personalized. Formplus allows you to change your form theme, add background images, and even change the font according to your needs.
Multiple Sharing Options: Formplus offers various form-sharing options, which enables you to share your questionnaire with respondents easily. You can use the direct social media sharing buttons to share your form link to your organization’s social media pages. You can also send out your survey form as email invitations to your research subjects too. If you wish, you can share your form’s QR code or embed it on your organization’s website for easy access.

Conclusion

Always remember that a research report is just as important as the actual systematic investigation because it plays a vital role in communicating research findings to everyone else. This is why you must take care to create a concise document summarizing the process of conducting any research.

In this article, we’ve outlined essential tips to help you create a research report. When writing your report, you should always have the audience at the back of your mind, as this would set the tone for the document.

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Research reports

This resource will help you identify the common elements and basic format of a research report.

Research reports generally follow a similar structure and have common elements, each with a particular purpose. Learn more about each of these elements below.

Common elements of reports

Your title should be brief, topic-specific, and informative, clearly indicating the purpose and scope of your study. Include key words in your title so that search engines can easily access your work. For example: Measurement of water around Station Pier.

An abstract is a concise summary that helps readers to quickly assess the content and direction of your paper. It should be brief, written in a single paragraph and cover: the scope and purpose of your report; an overview of methodology; a summary of the main findings or results; principal conclusions or significance of the findings; and recommendations made.

The information in the abstract must be presented in the same order as it is in your report. The abstract is usually written last when you have developed your arguments and synthesised the results.

The introduction creates the context for your research. It should provide sufficient background to allow the reader to understand and evaluate your study without needing to refer to previous publications. After reading the introduction your reader should understand exactly what your research is about, what you plan to do, why you are undertaking this research and which methods you have used. Introductions generally include:

The rationale for the present study. Why are you interested in this topic? Why is this topic worth investigating?
Key terms and definitions.
An outline of the research questions and hypotheses; the assumptions or propositions that your research will test.

Not all research reports have a separate literature review section. In shorter research reports, the review is usually part of the Introduction.

A literature review is a critical survey of recent relevant research in a particular field. The review should be a selection of carefully organised, focused and relevant literature that develops a narrative ‘story’ about your topic. Your review should answer key questions about the literature:

What is the current state of knowledge on the topic?
What differences in approaches / methodologies are there?
Where are the strengths and weaknesses of the research?
What further research is needed? The review may identify a gap in the literature which provides a rationale for your study and supports your research questions and methodology.

The review is not just a summary of all you have read. Rather, it must develop an argument or a point of view that supports your chosen methodology and research questions.

The purpose of this section is to detail how you conducted your research so that others can understand and replicate your approach.

You need to briefly describe the subjects (if appropriate), any equipment or materials used and the approach taken. If the research method or method of data analysis is commonly used within your field of study, then simply reference the procedure. If, however, your methods are new or controversial then you need to describe them in more detail and provide a rationale for your approach. The methodology is written in the past tense and should be as concise as possible.

This section is a concise, factual summary of your findings, listed under headings appropriate to your research questions. It’s common to use tables and graphics. Raw data or details about the method of statistical analysis used should be included in the Appendices.

Present your results in a consistent manner. For example, if you present the first group of results as percentages, it will be confusing for the reader and difficult to make comparisons of data if later results are presented as fractions or as decimal values.

In general, you won’t discuss your results here. Any analysis of your results usually occurs in the Discussion section.

Notes on visual data representation:

Graphs and tables may be used to reveal trends in your data, but they must be explained and referred to in adjacent accompanying text.
Figures and tables do not simply repeat information given in the text: they summarise, amplify or complement it.
Graphs are always referred to as ‘Figures’, and both axes must be clearly labelled.
Tables must be numbered, and they must be able to stand-alone or make sense without your reader needing to read all of the accompanying text.

The Discussion responds to the hypothesis or research question. This section is where you interpret your results, account for your findings and explain their significance within the context of other research. Consider the adequacy of your sampling techniques, the scope and long-term implications of your study, any problems with data collection or analysis and any assumptions on which your study was based. This is also the place to discuss any disappointing results and address limitations.

Checklist for the discussion

To what extent was each hypothesis supported?
To what extent are your findings validated or supported by other research?
Were there unexpected variables that affected your results?
On reflection, was your research method appropriate?
Can you account for any differences between your results and other studies?

Conclusions in research reports are generally fairly short and should follow on naturally from points raised in the Discussion. In this section you should discuss the significance of your findings. To what extent and in what ways are your findings useful or conclusive? Is further research required? If so, based on your research experience, what suggestions could you make about improvements to the scope or methodology of future studies?

Also, consider the practical implications of your results and any recommendations you could make. For example, if your research is on reading strategies in the primary school classroom, what are the implications of your results for the classroom teacher? What recommendations could you make for teachers?

A Reference List contains all the resources you have cited in your work, while a Bibliography is a wider list containing all the resources you have consulted (but not necessarily cited) in the preparation of your work. It is important to check which of these is required, and the preferred format, style of references and presentation requirements of your own department.

Appendices (singular ‘Appendix’) provide supporting material to your project. Examples of such materials include:

Relevant letters to participants and organisations (e.g. regarding the ethics or conduct of the project).
Background reports.
Detailed calculations.

Different types of data are presented in separate appendices. Each appendix must be titled, labelled with a number or letter, and referred to in the body of the report.

Appendices are placed at the end of a report, and the contents are generally not included in the word count.

Fi nal ti p

While there are many common elements to research reports, it’s always best to double check the exact requirements for your task. You may find that you don’t need some sections, can combine others or have specific requirements about referencing, formatting or word limits.

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Research Reports: Definition and How to Write Them

Reports are usually spread across a vast horizon of topics but are focused on communicating information about a particular topic and a niche target market. The primary motive of research reports is to convey integral details about a study for marketers to consider while designing new strategies.

Certain events, facts, and other information based on incidents need to be relayed to the people in charge, and creating research reports is the most effective communication tool. Ideal research reports are extremely accurate in the offered information with a clear objective and conclusion. These reports should have a clean and structured format to relay information effectively.

What are Research Reports?

Research reports are recorded data prepared by researchers or statisticians after analyzing the information gathered by conducting organized research, typically in the form of surveys or qualitative methods .

A research report is a reliable source to recount details about a conducted research. It is most often considered to be a true testimony of all the work done to garner specificities of research.

The various sections of a research report are:

Background/Introduction
Implemented Methods
Results based on Analysis
Deliberation

Learn more: Quantitative Research

Components of Research Reports

Research is imperative for launching a new product/service or a new feature. The markets today are extremely volatile and competitive due to new entrants every day who may or may not provide effective products. An organization needs to make the right decisions at the right time to be relevant in such a market with updated products that suffice customer demands.

The details of a research report may change with the purpose of research but the main components of a report will remain constant. The research approach of the market researcher also influences the style of writing reports. Here are seven main components of a productive research report:

Research Report Summary: The entire objective along with the overview of research are to be included in a summary which is a couple of paragraphs in length. All the multiple components of the research are explained in brief under the report summary. It should be interesting enough to capture all the key elements of the report.
Research Introduction: There always is a primary goal that the researcher is trying to achieve through a report. In the introduction section, he/she can cover answers related to this goal and establish a thesis which will be included to strive and answer it in detail. This section should answer an integral question: “What is the current situation of the goal?”. After the research design was conducted, did the organization conclude the goal successfully or they are still a work in progress – provide such details in the introduction part of the research report.
Research Methodology: This is the most important section of the report where all the important information lies. The readers can gain data for the topic along with analyzing the quality of provided content and the research can also be approved by other market researchers . Thus, this section needs to be highly informative with each aspect of research discussed in detail. Information needs to be expressed in chronological order according to its priority and importance. Researchers should include references in case they gained information from existing techniques.
Research Results: A short description of the results along with calculations conducted to achieve the goal will form this section of results. Usually, the exposition after data analysis is carried out in the discussion part of the report.

Learn more: Quantitative Data

Research Discussion: The results are discussed in extreme detail in this section along with a comparative analysis of reports that could probably exist in the same domain. Any abnormality uncovered during research will be deliberated in the discussion section. While writing research reports, the researcher will have to connect the dots on how the results will be applicable in the real world.
Research References and Conclusion: Conclude all the research findings along with mentioning each and every author, article or any content piece from where references were taken.

Learn more: Qualitative Observation

15 Tips for Writing Research Reports

Writing research reports in the manner can lead to all the efforts going down the drain. Here are 15 tips for writing impactful research reports:

Prepare the context before starting to write and start from the basics: This was always taught to us in school – be well-prepared before taking a plunge into new topics. The order of survey questions might not be the ideal or most effective order for writing research reports. The idea is to start with a broader topic and work towards a more specific one and focus on a conclusion or support, which a research should support with the facts. The most difficult thing to do in reporting, without a doubt is to start. Start with the title, the introduction, then document the first discoveries and continue from that. Once the marketers have the information well documented, they can write a general conclusion.
Keep the target audience in mind while selecting a format that is clear, logical and obvious to them: Will the research reports be presented to decision makers or other researchers? What are the general perceptions around that topic? This requires more care and diligence. A researcher will need a significant amount of information to start writing the research report. Be consistent with the wording, the numbering of the annexes and so on. Follow the approved format of the company for the delivery of research reports and demonstrate the integrity of the project with the objectives of the company.
Have a clear research objective: A researcher should read the entire proposal again, and make sure that the data they provide contributes to the objectives that were raised from the beginning. Remember that speculations are for conversations, not for research reports, if a researcher speculates, they directly question their own research.
Establish a working model: Each study must have an internal logic, which will have to be established in the report and in the evidence. The researchers’ worst nightmare is to be required to write research reports and realize that key questions were not included.

Learn more: Quantitative Observation

Gather all the information about the research topic. Who are the competitors of our customers? Talk to other researchers who have studied the subject of research, know the language of the industry. Misuse of the terms can discourage the readers of research reports from reading further.
Read aloud while writing. While reading the report, if the researcher hears something inappropriate, for example, if they stumble over the words when reading them, surely the reader will too. If the researcher can’t put an idea in a single sentence, then it is very long and they must change it so that the idea is clear to everyone.
Check grammar and spelling. Without a doubt, good practices help to understand the report. Use verbs in the present tense. Consider using the present tense, which makes the results sound more immediate. Find new words and other ways of saying things. Have fun with the language whenever possible.
Discuss only the discoveries that are significant. If some data are not really significant, do not mention them. Remember that not everything is truly important or essential within research reports.

Learn more: Qualitative Data

Try and stick to the survey questions. For example, do not say that the people surveyed “were worried” about an research issue , when there are different degrees of concern.
The graphs must be clear enough so that they understand themselves. Do not let graphs lead the reader to make mistakes: give them a title, include the indications, the size of the sample, and the correct wording of the question.
Be clear with messages. A researcher should always write every section of the report with an accuracy of details and language.
Be creative with titles – Particularly in segmentation studies choose names “that give life to research”. Such names can survive for a long time after the initial investigation.
Create an effective conclusion: The conclusion in the research reports is the most difficult to write, but it is an incredible opportunity to excel. Make a precise summary. Sometimes it helps to start the conclusion with something specific, then it describes the most important part of the study, and finally, it provides the implications of the conclusions.
Get a couple more pair of eyes to read the report. Writers have trouble detecting their own mistakes. But they are responsible for what is presented. Ensure it has been approved by colleagues or friends before sending the find draft out.

Learn more: Market Research and Analysis

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Section 1- Evidence-based practice (EBP)

Chapter 6: Components of a Research Report

Components of a research report.

Partido, B.B.

Elements of research report

Introduction	What is the issue?
Methods	What methods have been used to investigate the issue?
Results	What was found?
Discussion	What are the implications of the findings?

The research report contains four main areas:

Introduction – What is the issue? What is known? What is not known? What are you trying to find out? This sections ends with the purpose and specific aims of the study.
Methods – The recipe for the study. If someone wanted to perform the same study, what information would they need? How will you answer your research question? This part usually contains subheadings: Participants, Instruments, Procedures, Data Analysis,
Results – What was found? This is organized by specific aims and provides the results of the statistical analysis.
Discussion – How do the results fit in with the existing literature? What were the limitations and areas of future research?

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Research Paper Structure: A Comprehensive Guide

Writing a research paper is a daunting task, but understanding its structure can make the process more manageable and lead to a well-organized, coherent paper. This article provides a step-by-step approach to crafting a research paper, ensuring your work is not only informative but also structured for maximum impact.

Introduction

In any form of written communication, content structure plays a vital role in facilitating understanding. A well-structured research paper provides a framework that guides readers through the content, ensuring they grasp the main points efficiently. Without a clear structure, readers may become lost or confused, leading to a loss of interest and a failure to comprehend the intended message.

When it comes to research papers, structure is particularly important due to the complexity of the subject matter. Research papers often involve presenting and analyzing large amounts of data, theories, and arguments. Without a well-defined structure, readers may struggle to navigate through this information overload, resulting in a fragmented understanding of the topic.

How Structure Enhances Clarity and Coherence

A well-structured research paper not only helps readers follow the flow of ideas but also enhances the clarity and coherence of the content. By organizing information into sections, paragraphs, and sentences, researchers can present their thoughts logically and systematically. This logical organization allows readers to easily connect ideas, resulting in a more coherent and engaging reading experience.

One way in which structure enhances clarity is by providing a clear roadmap for readers to follow. By dividing the research paper into sections and subsections, researchers can guide readers through the different aspects of the topic. This allows readers to anticipate the flow of information and mentally prepare themselves for the upcoming content.

In addition, a well-structured research paper ensures that each paragraph serves a specific purpose and contributes to the overall argument or analysis. By clearly defining the main idea of each paragraph and providing supporting evidence or examples, researchers can avoid confusion and ensure that their points are effectively communicated.

Moreover, a structured research paper helps researchers maintain a consistent focus throughout their writing. By organizing their thoughts and ideas, researchers can ensure that they stay on track and avoid going off on tangents. This not only improves the clarity of the paper but also helps maintain the reader's interest and engagement.

Components of a Research Paper Structure

Title and abstract: the initial impression.

The title and abstract are the first elements readers encounter when accessing a research paper. The title should be concise, informative, and capture the essence of the study. For example, a title like "Exploring the Impact of Climate Change on Biodiversity in Tropical Rainforests" immediately conveys the subject matter and scope of the research. The abstract, on the other hand, provides a brief overview of the research problem, methodology, and findings, enticing readers to delve further into the paper. In a well-crafted abstract, researchers may highlight key results or implications of the study, giving readers a glimpse into the value of the research.

Introduction: Setting the Stage

The introduction serves as an invitation for readers to engage with the research paper. It should provide background information on the topic, highlight the research problem, and present the research question or thesis statement. By establishing the context and relevance of the study, the introduction piques readers' interest and prepares them for the content to follow. For instance, in a study on the impact of social media on mental health, the introduction may discuss the rise of social media platforms and the growing concerns about its effects on individuals' well-being. This contextual information helps readers understand the significance of the research and why it is worth exploring further.

Furthermore, the introduction may also outline the objectives of the study, stating what the researchers aim to achieve through their research. This helps readers understand the purpose and scope of the study, setting clear expectations for what they can expect to learn from the paper.

Literature Review: Building the Foundation

The literature review is a critical component of a research paper, as it demonstrates the researcher's understanding of existing knowledge and provides a foundation for the study. It involves reviewing and analyzing relevant scholarly articles, books, and other sources to identify gaps in research and establish the need for the current study. In a comprehensive literature review, researchers may summarize key findings from previous studies, identify areas of disagreement or controversy, and highlight the limitations of existing research.

Moreover, the literature review may also discuss theoretical frameworks or conceptual models that have been used in previous studies. By examining these frameworks, researchers can identify the theoretical underpinnings of their study and explain how their research fits within the broader academic discourse. This not only adds depth to the research paper but also helps readers understand the theoretical context in which the study is situated.

Methodology: Detailing the Process

The research design, data collection methods, and analysis techniques used in the study are described in the methodology section. It should be presented clearly and concisely, allowing readers to understand how the research was conducted and evaluated. A well-described methodology ensures the study's reliability and allows other researchers to replicate or build upon the findings.

Within the methodology section, researchers may provide a detailed description of the study population or sample, explaining how participants were selected and why they were chosen. This helps readers understand the generalizability of the findings and the extent to which they can be applied to a broader population.

In addition, researchers may also discuss any ethical considerations that were taken into account during the study. This could include obtaining informed consent from participants, ensuring confidentiality and anonymity, and following ethical guidelines set by relevant professional organizations. By addressing these ethical concerns, researchers demonstrate their commitment to conducting research in an ethical and responsible manner.

Results: Presenting the Findings

The results section represents the study findings. Researchers should organize their results in a logical manner, using tables, graphs, and descriptive statistics to support their conclusions. The results should be presented objectively, without interpretation or analysis. For instance, for a study on the effectiveness of a new drug in treating a specific medical condition, researchers may present the percentage of patients who experienced positive outcomes, along with any statistical significance associated with the results.

In addition to presenting the main findings, researchers may also include supplementary data or sub-analyses that provide further insights into the research question. This could include subgroup analyses, sensitivity analyses, or additional statistical tests that help explore the robustness of the findings.

Discussion: Interpreting the Results

In the discussion section, researchers analyze and interpret the results in light of the research question or thesis statement. This is an opportunity to explore the implications of the findings, compare them with existing literature, and offer insights into the broader significance of the study. The discussion should be supported by evidence and it is advised to avoid speculation.

Researchers may also discuss the limitations of their study, acknowledging any potential biases or confounding factors that may have influenced the results. By openly addressing these limitations, researchers demonstrate their commitment to transparency and scientific rigor.

Conclusion: Wrapping It Up

The conclusion provides a concise summary of the research paper, restating the main findings and their implications. It should also reflect on the significance of the study and suggest potential avenues for future research. A well-written conclusion leaves a lasting impression on readers, highlighting the importance of the research and its potential impact. By summarizing the key takeaways from the study, researchers ensure that readers walk away with a clear understanding of the research's contribution to the field.

Tips for Organizing Your Research Paper

Starting with a strong thesis statement.

A strong and clear thesis statement serves as the backbone of your research paper. It provides focus and direction, guiding the organization of ideas and arguments throughout the paper. Take the time to craft a well-defined thesis statement that encapsulates the core message of your research.

Creating an Outline: The Blueprint of Your Paper

An outline acts as a blueprint for your research paper, ensuring a logical flow of ideas and preventing disorganization. Divide your paper into sections and subsections, noting the main points and supporting arguments for each. This will help you maintain coherence and clarity throughout the writing process.

Balancing Depth and Breadth in Your Paper

When organizing your research paper, strike a balance between delving deeply into specific points and providing a broader overview. While depth is important for thorough analysis, too much detail can overwhelm readers. Consider your target audience and their level of familiarity with the topic to determine the appropriate level of depth and breadth for your paper.

By understanding the importance of research paper structure and implementing effective organizational strategies, researchers can ensure their work is accessible, engaging, and influential. A well-structured research paper not only communicates ideas clearly but also enhances the overall impact of the study. With careful planning and attention to detail, researchers can master the art of structuring their research papers, making them a valuable contribution to their field of study.

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Writing up a Research Report

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A research report is one big argument about how and why you came up with your conclusions. To make it a convincing argument, a typical guiding structure has developed. In the different chapters, there are distinct issues that need to be addressed to explain to the reader why your conclusions are valid. The governing principle for writing the report is full disclosure: to explain everything and ensure replicability by another researcher.

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Früh, M., Keimer, I., & Blankenagel, M. (2019). The impact of Balanced Scorecard excellence on shareholder returns. IFZ Working Paper No. 0003/2019. https://zenodo.org/record/2571603#.YMDUafkzZaQ . Accessed: 9 June 2021.

Pearl, J., & Mackenzie, D. (2018). The book of why: The new science of cause and effect. Basic Books.

Yin, R. K. (2013). Case study research: Design and methods (5th ed.). SAGE.

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How to Write a Research Paper: Parts of the Paper

Choosing Your Topic
Citation & Style Guides This link opens in a new window
Critical Thinking
Evaluating Information
Parts of the Paper
Writing Tips from UNC-Chapel Hill
Librarian Contact

Parts of the Research Paper Papers should have a beginning, a middle, and an end. Your introductory paragraph should grab the reader's attention, state your main idea, and indicate how you will support it. The body of the paper should expand on what you have stated in the introduction. Finally, the conclusion restates the paper's thesis and should explain what you have learned, giving a wrap up of your main ideas.

1. The Title The title should be specific and indicate the theme of the research and what ideas it addresses. Use keywords that help explain your paper's topic to the reader. Try to avoid abbreviations and jargon. Think about keywords that people would use to search for your paper and include them in your title.

2. The Abstract The abstract is used by readers to get a quick overview of your paper. Typically, they are about 200 words in length (120 words minimum to 250 words maximum). The abstract should introduce the topic and thesis, and should provide a general statement about what you have found in your research. The abstract allows you to mention each major aspect of your topic and helps readers decide whether they want to read the rest of the paper. Because it is a summary of the entire research paper, it is often written last.

3. The Introduction The introduction should be designed to attract the reader's attention and explain the focus of the research. You will introduce your overview of the topic, your main points of information, and why this subject is important. You can introduce the current understanding and background information about the topic. Toward the end of the introduction, you add your thesis statement, and explain how you will provide information to support your research questions. This provides the purpose and focus for the rest of the paper.

4. Thesis Statement Most papers will have a thesis statement or main idea and supporting facts/ideas/arguments. State your main idea (something of interest or something to be proven or argued for or against) as your thesis statement, and then provide your supporting facts and arguments. A thesis statement is a declarative sentence that asserts the position a paper will be taking. It also points toward the paper's development. This statement should be both specific and arguable. Generally, the thesis statement will be placed at the end of the first paragraph of your paper. The remainder of your paper will support this thesis.

Students often learn to write a thesis as a first step in the writing process, but often, after research, a writer's viewpoint may change. Therefore a thesis statement may be one of the final steps in writing.

Examples of Thesis Statements from Purdue OWL

5. The Literature Review The purpose of the literature review is to describe past important research and how it specifically relates to the research thesis. It should be a synthesis of the previous literature and the new idea being researched. The review should examine the major theories related to the topic to date and their contributors. It should include all relevant findings from credible sources, such as academic books and peer-reviewed journal articles. You will want to:

Explain how the literature helps the researcher understand the topic.
Try to show connections and any disparities between the literature.
Identify new ways to interpret prior research.
Reveal any gaps that exist in the literature.

More about writing a literature review. . .

6. The Discussion The purpose of the discussion is to interpret and describe what you have learned from your research. Make the reader understand why your topic is important. The discussion should always demonstrate what you have learned from your readings (and viewings) and how that learning has made the topic evolve, especially from the short description of main points in the introduction.Explain any new understanding or insights you have had after reading your articles and/or books. Paragraphs should use transitioning sentences to develop how one paragraph idea leads to the next. The discussion will always connect to the introduction, your thesis statement, and the literature you reviewed, but it does not simply repeat or rearrange the introduction. You want to:

Demonstrate critical thinking, not just reporting back facts that you gathered.
If possible, tell how the topic has evolved over the past and give it's implications for the future.
Fully explain your main ideas with supporting information.
Explain why your thesis is correct giving arguments to counter points.

7. The Conclusion A concluding paragraph is a brief summary of your main ideas and restates the paper's main thesis, giving the reader the sense that the stated goal of the paper has been accomplished. What have you learned by doing this research that you didn't know before? What conclusions have you drawn? You may also want to suggest further areas of study, improvement of research possibilities, etc. to demonstrate your critical thinking regarding your research.

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Last Updated: Feb 13, 2024 8:35 AM
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Structure of a Research Paper

Structure of a Research Paper: IMRaD Format

I. The Title Page

Title: Tells the reader what to expect in the paper.
Author(s): Most papers are written by one or two primary authors. The remaining authors have reviewed the work and/or aided in study design or data analysis (International Committee of Medical Editors, 1997). Check the Instructions to Authors for the target journal for specifics about authorship.
Keywords [according to the journal]
Corresponding Author: Full name and affiliation for the primary contact author for persons who have questions about the research.
Financial & Equipment Support [if needed]: Specific information about organizations, agencies, or companies that supported the research.
Conflicts of Interest [if needed]: List and explain any conflicts of interest.

II. Abstract: “Structured abstract” has become the standard for research papers (introduction, objective, methods, results and conclusions), while reviews, case reports and other articles have non-structured abstracts. The abstract should be a summary/synopsis of the paper.

III. Introduction: The “why did you do the study”; setting the scene or laying the foundation or background for the paper.

IV. Methods: The “how did you do the study.” Describe the --

Context and setting of the study
Specify the study design
Population (patients, etc. if applicable)
Sampling strategy
Intervention (if applicable)
Identify the main study variables
Data collection instruments and procedures
Outline analysis methods

V. Results: The “what did you find” --

Report on data collection and/or recruitment
Participants (demographic, clinical condition, etc.)
Present key findings with respect to the central research question
Secondary findings (secondary outcomes, subgroup analyses, etc.)

VI. Discussion: Place for interpreting the results

Main findings of the study
Discuss the main results with reference to previous research
Policy and practice implications of the results
Strengths and limitations of the study

VII. Conclusions: [occasionally optional or not required]. Do not reiterate the data or discussion. Can state hunches, inferences or speculations. Offer perspectives for future work.

VIII. Acknowledgements: Names people who contributed to the work, but did not contribute sufficiently to earn authorship. You must have permission from any individuals mentioned in the acknowledgements sections.

IX. References: Complete citations for any articles or other materials referenced in the text of the article.

IMRD Cheatsheet (Carnegie Mellon) pdf.
Adewasi, D. (2021 June 14). What Is IMRaD? IMRaD Format in Simple Terms! . Scientific-editing.info.
Nair, P.K.R., Nair, V.D. (2014). Organization of a Research Paper: The IMRAD Format. In: Scientific Writing and Communication in Agriculture and Natural Resources. Springer, Cham. https://doi.org/10.1007/978-3-319-03101-9_2
Sollaci, L. B., & Pereira, M. G. (2004). The introduction, methods, results, and discussion (IMRAD) structure: a fifty-year survey. Journal of the Medical Library Association : JMLA , 92 (3), 364–367.
Cuschieri, S., Grech, V., & Savona-Ventura, C. (2019). WASP (Write a Scientific Paper): Structuring a scientific paper. Early human development , 128 , 114–117. https://doi.org/10.1016/j.earlhumdev.2018.09.011

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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The Writing Center • University of North Carolina at Chapel Hill

Scientific Reports

What this handout is about.

This handout provides a general guide to writing reports about scientific research you’ve performed. In addition to describing the conventional rules about the format and content of a lab report, we’ll also attempt to convey why these rules exist, so you’ll get a clearer, more dependable idea of how to approach this writing situation. Readers of this handout may also find our handout on writing in the sciences useful.

Background and pre-writing

Why do we write research reports.

You did an experiment or study for your science class, and now you have to write it up for your teacher to review. You feel that you understood the background sufficiently, designed and completed the study effectively, obtained useful data, and can use those data to draw conclusions about a scientific process or principle. But how exactly do you write all that? What is your teacher expecting to see?

To take some of the guesswork out of answering these questions, try to think beyond the classroom setting. In fact, you and your teacher are both part of a scientific community, and the people who participate in this community tend to share the same values. As long as you understand and respect these values, your writing will likely meet the expectations of your audience—including your teacher.

So why are you writing this research report? The practical answer is “Because the teacher assigned it,” but that’s classroom thinking. Generally speaking, people investigating some scientific hypothesis have a responsibility to the rest of the scientific world to report their findings, particularly if these findings add to or contradict previous ideas. The people reading such reports have two primary goals:

They want to gather the information presented.
They want to know that the findings are legitimate.

Your job as a writer, then, is to fulfill these two goals.

How do I do that?

Good question. Here is the basic format scientists have designed for research reports:

Introduction

Methods and Materials

This format, sometimes called “IMRAD,” may take slightly different shapes depending on the discipline or audience; some ask you to include an abstract or separate section for the hypothesis, or call the Discussion section “Conclusions,” or change the order of the sections (some professional and academic journals require the Methods section to appear last). Overall, however, the IMRAD format was devised to represent a textual version of the scientific method.

The scientific method, you’ll probably recall, involves developing a hypothesis, testing it, and deciding whether your findings support the hypothesis. In essence, the format for a research report in the sciences mirrors the scientific method but fleshes out the process a little. Below, you’ll find a table that shows how each written section fits into the scientific method and what additional information it offers the reader.


	states your hypothesis	explains how you derived that hypothesis and how it connects to previous research; gives the purpose of the experiment/study
	details how you tested your hypothesis	clarifies why you performed your study in that particular way
	provides raw (i.e., uninterpreted) data collected	(perhaps) expresses the data in table form, as an easy-to-read figure, or as percentages/ratios
	considers whether the data you obtained support the hypothesis	explores the implications of your finding and judges the potential limitations of your experimental design

Thinking of your research report as based on the scientific method, but elaborated in the ways described above, may help you to meet your audience’s expectations successfully. We’re going to proceed by explicitly connecting each section of the lab report to the scientific method, then explaining why and how you need to elaborate that section.

Although this handout takes each section in the order in which it should be presented in the final report, you may for practical reasons decide to compose sections in another order. For example, many writers find that composing their Methods and Results before the other sections helps to clarify their idea of the experiment or study as a whole. You might consider using each assignment to practice different approaches to drafting the report, to find the order that works best for you.

What should I do before drafting the lab report?

The best way to prepare to write the lab report is to make sure that you fully understand everything you need to about the experiment. Obviously, if you don’t quite know what went on during the lab, you’re going to find it difficult to explain the lab satisfactorily to someone else. To make sure you know enough to write the report, complete the following steps:

What are we going to do in this lab? (That is, what’s the procedure?)
Why are we going to do it that way?
What are we hoping to learn from this experiment?
Why would we benefit from this knowledge?
Consult your lab supervisor as you perform the lab. If you don’t know how to answer one of the questions above, for example, your lab supervisor will probably be able to explain it to you (or, at least, help you figure it out).
Plan the steps of the experiment carefully with your lab partners. The less you rush, the more likely it is that you’ll perform the experiment correctly and record your findings accurately. Also, take some time to think about the best way to organize the data before you have to start putting numbers down. If you can design a table to account for the data, that will tend to work much better than jotting results down hurriedly on a scrap piece of paper.
Record the data carefully so you get them right. You won’t be able to trust your conclusions if you have the wrong data, and your readers will know you messed up if the other three people in your group have “97 degrees” and you have “87.”
Consult with your lab partners about everything you do. Lab groups often make one of two mistakes: two people do all the work while two have a nice chat, or everybody works together until the group finishes gathering the raw data, then scrams outta there. Collaborate with your partners, even when the experiment is “over.” What trends did you observe? Was the hypothesis supported? Did you all get the same results? What kind of figure should you use to represent your findings? The whole group can work together to answer these questions.
Consider your audience. You may believe that audience is a non-issue: it’s your lab TA, right? Well, yes—but again, think beyond the classroom. If you write with only your lab instructor in mind, you may omit material that is crucial to a complete understanding of your experiment, because you assume the instructor knows all that stuff already. As a result, you may receive a lower grade, since your TA won’t be sure that you understand all the principles at work. Try to write towards a student in the same course but a different lab section. That student will have a fair degree of scientific expertise but won’t know much about your experiment particularly. Alternatively, you could envision yourself five years from now, after the reading and lectures for this course have faded a bit. What would you remember, and what would you need explained more clearly (as a refresher)?

Once you’ve completed these steps as you perform the experiment, you’ll be in a good position to draft an effective lab report.

Introductions

How do i write a strong introduction.

For the purposes of this handout, we’ll consider the Introduction to contain four basic elements: the purpose, the scientific literature relevant to the subject, the hypothesis, and the reasons you believed your hypothesis viable. Let’s start by going through each element of the Introduction to clarify what it covers and why it’s important. Then we can formulate a logical organizational strategy for the section.

The inclusion of the purpose (sometimes called the objective) of the experiment often confuses writers. The biggest misconception is that the purpose is the same as the hypothesis. Not quite. We’ll get to hypotheses in a minute, but basically they provide some indication of what you expect the experiment to show. The purpose is broader, and deals more with what you expect to gain through the experiment. In a professional setting, the hypothesis might have something to do with how cells react to a certain kind of genetic manipulation, but the purpose of the experiment is to learn more about potential cancer treatments. Undergraduate reports don’t often have this wide-ranging a goal, but you should still try to maintain the distinction between your hypothesis and your purpose. In a solubility experiment, for example, your hypothesis might talk about the relationship between temperature and the rate of solubility, but the purpose is probably to learn more about some specific scientific principle underlying the process of solubility.

For starters, most people say that you should write out your working hypothesis before you perform the experiment or study. Many beginning science students neglect to do so and find themselves struggling to remember precisely which variables were involved in the process or in what way the researchers felt that they were related. Write your hypothesis down as you develop it—you’ll be glad you did.

As for the form a hypothesis should take, it’s best not to be too fancy or complicated; an inventive style isn’t nearly so important as clarity here. There’s nothing wrong with beginning your hypothesis with the phrase, “It was hypothesized that . . .” Be as specific as you can about the relationship between the different objects of your study. In other words, explain that when term A changes, term B changes in this particular way. Readers of scientific writing are rarely content with the idea that a relationship between two terms exists—they want to know what that relationship entails.

Not a hypothesis:

“It was hypothesized that there is a significant relationship between the temperature of a solvent and the rate at which a solute dissolves.”

Hypothesis:

“It was hypothesized that as the temperature of a solvent increases, the rate at which a solute will dissolve in that solvent increases.”

Put more technically, most hypotheses contain both an independent and a dependent variable. The independent variable is what you manipulate to test the reaction; the dependent variable is what changes as a result of your manipulation. In the example above, the independent variable is the temperature of the solvent, and the dependent variable is the rate of solubility. Be sure that your hypothesis includes both variables.

Justify your hypothesis

You need to do more than tell your readers what your hypothesis is; you also need to assure them that this hypothesis was reasonable, given the circumstances. In other words, use the Introduction to explain that you didn’t just pluck your hypothesis out of thin air. (If you did pluck it out of thin air, your problems with your report will probably extend beyond using the appropriate format.) If you posit that a particular relationship exists between the independent and the dependent variable, what led you to believe your “guess” might be supported by evidence?

Scientists often refer to this type of justification as “motivating” the hypothesis, in the sense that something propelled them to make that prediction. Often, motivation includes what we already know—or rather, what scientists generally accept as true (see “Background/previous research” below). But you can also motivate your hypothesis by relying on logic or on your own observations. If you’re trying to decide which solutes will dissolve more rapidly in a solvent at increased temperatures, you might remember that some solids are meant to dissolve in hot water (e.g., bouillon cubes) and some are used for a function precisely because they withstand higher temperatures (they make saucepans out of something). Or you can think about whether you’ve noticed sugar dissolving more rapidly in your glass of iced tea or in your cup of coffee. Even such basic, outside-the-lab observations can help you justify your hypothesis as reasonable.

Background/previous research

This part of the Introduction demonstrates to the reader your awareness of how you’re building on other scientists’ work. If you think of the scientific community as engaging in a series of conversations about various topics, then you’ll recognize that the relevant background material will alert the reader to which conversation you want to enter.

Generally speaking, authors writing journal articles use the background for slightly different purposes than do students completing assignments. Because readers of academic journals tend to be professionals in the field, authors explain the background in order to permit readers to evaluate the study’s pertinence for their own work. You, on the other hand, write toward a much narrower audience—your peers in the course or your lab instructor—and so you must demonstrate that you understand the context for the (presumably assigned) experiment or study you’ve completed. For example, if your professor has been talking about polarity during lectures, and you’re doing a solubility experiment, you might try to connect the polarity of a solid to its relative solubility in certain solvents. In any event, both professional researchers and undergraduates need to connect the background material overtly to their own work.

Organization of this section

Most of the time, writers begin by stating the purpose or objectives of their own work, which establishes for the reader’s benefit the “nature and scope of the problem investigated” (Day 1994). Once you have expressed your purpose, you should then find it easier to move from the general purpose, to relevant material on the subject, to your hypothesis. In abbreviated form, an Introduction section might look like this:

“The purpose of the experiment was to test conventional ideas about solubility in the laboratory [purpose] . . . According to Whitecoat and Labrat (1999), at higher temperatures the molecules of solvents move more quickly . . . We know from the class lecture that molecules moving at higher rates of speed collide with one another more often and thus break down more easily [background material/motivation] . . . Thus, it was hypothesized that as the temperature of a solvent increases, the rate at which a solute will dissolve in that solvent increases [hypothesis].”

Again—these are guidelines, not commandments. Some writers and readers prefer different structures for the Introduction. The one above merely illustrates a common approach to organizing material.

How do I write a strong Materials and Methods section?

As with any piece of writing, your Methods section will succeed only if it fulfills its readers’ expectations, so you need to be clear in your own mind about the purpose of this section. Let’s review the purpose as we described it above: in this section, you want to describe in detail how you tested the hypothesis you developed and also to clarify the rationale for your procedure. In science, it’s not sufficient merely to design and carry out an experiment. Ultimately, others must be able to verify your findings, so your experiment must be reproducible, to the extent that other researchers can follow the same procedure and obtain the same (or similar) results.

Here’s a real-world example of the importance of reproducibility. In 1989, physicists Stanley Pons and Martin Fleischman announced that they had discovered “cold fusion,” a way of producing excess heat and power without the nuclear radiation that accompanies “hot fusion.” Such a discovery could have great ramifications for the industrial production of energy, so these findings created a great deal of interest. When other scientists tried to duplicate the experiment, however, they didn’t achieve the same results, and as a result many wrote off the conclusions as unjustified (or worse, a hoax). To this day, the viability of cold fusion is debated within the scientific community, even though an increasing number of researchers believe it possible. So when you write your Methods section, keep in mind that you need to describe your experiment well enough to allow others to replicate it exactly.

With these goals in mind, let’s consider how to write an effective Methods section in terms of content, structure, and style.

Sometimes the hardest thing about writing this section isn’t what you should talk about, but what you shouldn’t talk about. Writers often want to include the results of their experiment, because they measured and recorded the results during the course of the experiment. But such data should be reserved for the Results section. In the Methods section, you can write that you recorded the results, or how you recorded the results (e.g., in a table), but you shouldn’t write what the results were—not yet. Here, you’re merely stating exactly how you went about testing your hypothesis. As you draft your Methods section, ask yourself the following questions:

How much detail? Be precise in providing details, but stay relevant. Ask yourself, “Would it make any difference if this piece were a different size or made from a different material?” If not, you probably don’t need to get too specific. If so, you should give as many details as necessary to prevent this experiment from going awry if someone else tries to carry it out. Probably the most crucial detail is measurement; you should always quantify anything you can, such as time elapsed, temperature, mass, volume, etc.
Rationale: Be sure that as you’re relating your actions during the experiment, you explain your rationale for the protocol you developed. If you capped a test tube immediately after adding a solute to a solvent, why did you do that? (That’s really two questions: why did you cap it, and why did you cap it immediately?) In a professional setting, writers provide their rationale as a way to explain their thinking to potential critics. On one hand, of course, that’s your motivation for talking about protocol, too. On the other hand, since in practical terms you’re also writing to your teacher (who’s seeking to evaluate how well you comprehend the principles of the experiment), explaining the rationale indicates that you understand the reasons for conducting the experiment in that way, and that you’re not just following orders. Critical thinking is crucial—robots don’t make good scientists.
Control: Most experiments will include a control, which is a means of comparing experimental results. (Sometimes you’ll need to have more than one control, depending on the number of hypotheses you want to test.) The control is exactly the same as the other items you’re testing, except that you don’t manipulate the independent variable-the condition you’re altering to check the effect on the dependent variable. For example, if you’re testing solubility rates at increased temperatures, your control would be a solution that you didn’t heat at all; that way, you’ll see how quickly the solute dissolves “naturally” (i.e., without manipulation), and you’ll have a point of reference against which to compare the solutions you did heat.

Describe the control in the Methods section. Two things are especially important in writing about the control: identify the control as a control, and explain what you’re controlling for. Here is an example:

“As a control for the temperature change, we placed the same amount of solute in the same amount of solvent, and let the solution stand for five minutes without heating it.”

Structure and style

Organization is especially important in the Methods section of a lab report because readers must understand your experimental procedure completely. Many writers are surprised by the difficulty of conveying what they did during the experiment, since after all they’re only reporting an event, but it’s often tricky to present this information in a coherent way. There’s a fairly standard structure you can use to guide you, and following the conventions for style can help clarify your points.

Subsections: Occasionally, researchers use subsections to report their procedure when the following circumstances apply: 1) if they’ve used a great many materials; 2) if the procedure is unusually complicated; 3) if they’ve developed a procedure that won’t be familiar to many of their readers. Because these conditions rarely apply to the experiments you’ll perform in class, most undergraduate lab reports won’t require you to use subsections. In fact, many guides to writing lab reports suggest that you try to limit your Methods section to a single paragraph.
Narrative structure: Think of this section as telling a story about a group of people and the experiment they performed. Describe what you did in the order in which you did it. You may have heard the old joke centered on the line, “Disconnect the red wire, but only after disconnecting the green wire,” where the person reading the directions blows everything to kingdom come because the directions weren’t in order. We’re used to reading about events chronologically, and so your readers will generally understand what you did if you present that information in the same way. Also, since the Methods section does generally appear as a narrative (story), you want to avoid the “recipe” approach: “First, take a clean, dry 100 ml test tube from the rack. Next, add 50 ml of distilled water.” You should be reporting what did happen, not telling the reader how to perform the experiment: “50 ml of distilled water was poured into a clean, dry 100 ml test tube.” Hint: most of the time, the recipe approach comes from copying down the steps of the procedure from your lab manual, so you may want to draft the Methods section initially without consulting your manual. Later, of course, you can go back and fill in any part of the procedure you inadvertently overlooked.
Past tense: Remember that you’re describing what happened, so you should use past tense to refer to everything you did during the experiment. Writers are often tempted to use the imperative (“Add 5 g of the solid to the solution”) because that’s how their lab manuals are worded; less frequently, they use present tense (“5 g of the solid are added to the solution”). Instead, remember that you’re talking about an event which happened at a particular time in the past, and which has already ended by the time you start writing, so simple past tense will be appropriate in this section (“5 g of the solid were added to the solution” or “We added 5 g of the solid to the solution”).
Active: We heated the solution to 80°C. (The subject, “we,” performs the action, heating.)
Passive: The solution was heated to 80°C. (The subject, “solution,” doesn’t do the heating–it is acted upon, not acting.)

Increasingly, especially in the social sciences, using first person and active voice is acceptable in scientific reports. Most readers find that this style of writing conveys information more clearly and concisely. This rhetorical choice thus brings two scientific values into conflict: objectivity versus clarity. Since the scientific community hasn’t reached a consensus about which style it prefers, you may want to ask your lab instructor.

How do I write a strong Results section?

Here’s a paradox for you. The Results section is often both the shortest (yay!) and most important (uh-oh!) part of your report. Your Materials and Methods section shows how you obtained the results, and your Discussion section explores the significance of the results, so clearly the Results section forms the backbone of the lab report. This section provides the most critical information about your experiment: the data that allow you to discuss how your hypothesis was or wasn’t supported. But it doesn’t provide anything else, which explains why this section is generally shorter than the others.

Before you write this section, look at all the data you collected to figure out what relates significantly to your hypothesis. You’ll want to highlight this material in your Results section. Resist the urge to include every bit of data you collected, since perhaps not all are relevant. Also, don’t try to draw conclusions about the results—save them for the Discussion section. In this section, you’re reporting facts. Nothing your readers can dispute should appear in the Results section.

Most Results sections feature three distinct parts: text, tables, and figures. Let’s consider each part one at a time.

This should be a short paragraph, generally just a few lines, that describes the results you obtained from your experiment. In a relatively simple experiment, one that doesn’t produce a lot of data for you to repeat, the text can represent the entire Results section. Don’t feel that you need to include lots of extraneous detail to compensate for a short (but effective) text; your readers appreciate discrimination more than your ability to recite facts. In a more complex experiment, you may want to use tables and/or figures to help guide your readers toward the most important information you gathered. In that event, you’ll need to refer to each table or figure directly, where appropriate:

“Table 1 lists the rates of solubility for each substance”

“Solubility increased as the temperature of the solution increased (see Figure 1).”

If you do use tables or figures, make sure that you don’t present the same material in both the text and the tables/figures, since in essence you’ll just repeat yourself, probably annoying your readers with the redundancy of your statements.

Feel free to describe trends that emerge as you examine the data. Although identifying trends requires some judgment on your part and so may not feel like factual reporting, no one can deny that these trends do exist, and so they properly belong in the Results section. Example:

“Heating the solution increased the rate of solubility of polar solids by 45% but had no effect on the rate of solubility in solutions containing non-polar solids.”

This point isn’t debatable—you’re just pointing out what the data show.

As in the Materials and Methods section, you want to refer to your data in the past tense, because the events you recorded have already occurred and have finished occurring. In the example above, note the use of “increased” and “had,” rather than “increases” and “has.” (You don’t know from your experiment that heating always increases the solubility of polar solids, but it did that time.)

You shouldn’t put information in the table that also appears in the text. You also shouldn’t use a table to present irrelevant data, just to show you did collect these data during the experiment. Tables are good for some purposes and situations, but not others, so whether and how you’ll use tables depends upon what you need them to accomplish.

Tables are useful ways to show variation in data, but not to present a great deal of unchanging measurements. If you’re dealing with a scientific phenomenon that occurs only within a certain range of temperatures, for example, you don’t need to use a table to show that the phenomenon didn’t occur at any of the other temperatures. How useful is this table?

A table labeled Effect of Temperature on Rate of Solubility with temperature of solvent values in 10-degree increments from -20 degrees Celsius to 80 degrees Celsius that does not show a corresponding rate of solubility value until 50 degrees Celsius.

As you can probably see, no solubility was observed until the trial temperature reached 50°C, a fact that the text part of the Results section could easily convey. The table could then be limited to what happened at 50°C and higher, thus better illustrating the differences in solubility rates when solubility did occur.

As a rule, try not to use a table to describe any experimental event you can cover in one sentence of text. Here’s an example of an unnecessary table from How to Write and Publish a Scientific Paper , by Robert A. Day:

A table labeled Oxygen requirements of various species of Streptomyces showing the names of organisms and two columns that indicate growth under aerobic conditions and growth under anaerobic conditions with a plus or minus symbol for each organism in the growth columns to indicate value.

As Day notes, all the information in this table can be summarized in one sentence: “S. griseus, S. coelicolor, S. everycolor, and S. rainbowenski grew under aerobic conditions, whereas S. nocolor and S. greenicus required anaerobic conditions.” Most readers won’t find the table clearer than that one sentence.

When you do have reason to tabulate material, pay attention to the clarity and readability of the format you use. Here are a few tips:

Number your table. Then, when you refer to the table in the text, use that number to tell your readers which table they can review to clarify the material.
Give your table a title. This title should be descriptive enough to communicate the contents of the table, but not so long that it becomes difficult to follow. The titles in the sample tables above are acceptable.
Arrange your table so that readers read vertically, not horizontally. For the most part, this rule means that you should construct your table so that like elements read down, not across. Think about what you want your readers to compare, and put that information in the column (up and down) rather than in the row (across). Usually, the point of comparison will be the numerical data you collect, so especially make sure you have columns of numbers, not rows.Here’s an example of how drastically this decision affects the readability of your table (from A Short Guide to Writing about Chemistry , by Herbert Beall and John Trimbur). Look at this table, which presents the relevant data in horizontal rows:

A table labeled Boyle's Law Experiment: Measuring Volume as a Function of Pressure that presents the trial number, length of air sample in millimeters, and height difference in inches of mercury, each of which is presented in rows horizontally.

It’s a little tough to see the trends that the author presumably wants to present in this table. Compare this table, in which the data appear vertically:

The second table shows how putting like elements in a vertical column makes for easier reading. In this case, the like elements are the measurements of length and height, over five trials–not, as in the first table, the length and height measurements for each trial.

Make sure to include units of measurement in the tables. Readers might be able to guess that you measured something in millimeters, but don’t make them try.

1058

432

Don’t use vertical lines as part of the format for your table. This convention exists because journals prefer not to have to reproduce these lines because the tables then become more expensive to print. Even though it’s fairly unlikely that you’ll be sending your Biology 11 lab report to Science for publication, your readers still have this expectation. Consequently, if you use the table-drawing option in your word-processing software, choose the option that doesn’t rely on a “grid” format (which includes vertical lines).

How do I include figures in my report?

Although tables can be useful ways of showing trends in the results you obtained, figures (i.e., illustrations) can do an even better job of emphasizing such trends. Lab report writers often use graphic representations of the data they collected to provide their readers with a literal picture of how the experiment went.

When should you use a figure?

Remember the circumstances under which you don’t need a table: when you don’t have a great deal of data or when the data you have don’t vary a lot. Under the same conditions, you would probably forgo the figure as well, since the figure would be unlikely to provide your readers with an additional perspective. Scientists really don’t like their time wasted, so they tend not to respond favorably to redundancy.

If you’re trying to decide between using a table and creating a figure to present your material, consider the following a rule of thumb. The strength of a table lies in its ability to supply large amounts of exact data, whereas the strength of a figure is its dramatic illustration of important trends within the experiment. If you feel that your readers won’t get the full impact of the results you obtained just by looking at the numbers, then a figure might be appropriate.

Of course, an undergraduate class may expect you to create a figure for your lab experiment, if only to make sure that you can do so effectively. If this is the case, then don’t worry about whether to use figures or not—concentrate instead on how best to accomplish your task.

Figures can include maps, photographs, pen-and-ink drawings, flow charts, bar graphs, and section graphs (“pie charts”). But the most common figure by far, especially for undergraduates, is the line graph, so we’ll focus on that type in this handout.

At the undergraduate level, you can often draw and label your graphs by hand, provided that the result is clear, legible, and drawn to scale. Computer technology has, however, made creating line graphs a lot easier. Most word-processing software has a number of functions for transferring data into graph form; many scientists have found Microsoft Excel, for example, a helpful tool in graphing results. If you plan on pursuing a career in the sciences, it may be well worth your while to learn to use a similar program.

Computers can’t, however, decide for you how your graph really works; you have to know how to design your graph to meet your readers’ expectations. Here are some of these expectations:

Keep it as simple as possible. You may be tempted to signal the complexity of the information you gathered by trying to design a graph that accounts for that complexity. But remember the purpose of your graph: to dramatize your results in a manner that’s easy to see and grasp. Try not to make the reader stare at the graph for a half hour to find the important line among the mass of other lines. For maximum effectiveness, limit yourself to three to five lines per graph; if you have more data to demonstrate, use a set of graphs to account for it, rather than trying to cram it all into a single figure.
Plot the independent variable on the horizontal (x) axis and the dependent variable on the vertical (y) axis. Remember that the independent variable is the condition that you manipulated during the experiment and the dependent variable is the condition that you measured to see if it changed along with the independent variable. Placing the variables along their respective axes is mostly just a convention, but since your readers are accustomed to viewing graphs in this way, you’re better off not challenging the convention in your report.
Label each axis carefully, and be especially careful to include units of measure. You need to make sure that your readers understand perfectly well what your graph indicates.
Number and title your graphs. As with tables, the title of the graph should be informative but concise, and you should refer to your graph by number in the text (e.g., “Figure 1 shows the increase in the solubility rate as a function of temperature”).
Many editors of professional scientific journals prefer that writers distinguish the lines in their graphs by attaching a symbol to them, usually a geometric shape (triangle, square, etc.), and using that symbol throughout the curve of the line. Generally, readers have a hard time distinguishing dotted lines from dot-dash lines from straight lines, so you should consider staying away from this system. Editors don’t usually like different-colored lines within a graph because colors are difficult and expensive to reproduce; colors may, however, be great for your purposes, as long as you’re not planning to submit your paper to Nature. Use your discretion—try to employ whichever technique dramatizes the results most effectively.
Try to gather data at regular intervals, so the plot points on your graph aren’t too far apart. You can’t be sure of the arc you should draw between the plot points if the points are located at the far corners of the graph; over a fifteen-minute interval, perhaps the change occurred in the first or last thirty seconds of that period (in which case your straight-line connection between the points is misleading).
If you’re worried that you didn’t collect data at sufficiently regular intervals during your experiment, go ahead and connect the points with a straight line, but you may want to examine this problem as part of your Discussion section.
Make your graph large enough so that everything is legible and clearly demarcated, but not so large that it either overwhelms the rest of the Results section or provides a far greater range than you need to illustrate your point. If, for example, the seedlings of your plant grew only 15 mm during the trial, you don’t need to construct a graph that accounts for 100 mm of growth. The lines in your graph should more or less fill the space created by the axes; if you see that your data is confined to the lower left portion of the graph, you should probably re-adjust your scale.
If you create a set of graphs, make them the same size and format, including all the verbal and visual codes (captions, symbols, scale, etc.). You want to be as consistent as possible in your illustrations, so that your readers can easily make the comparisons you’re trying to get them to see.

How do I write a strong Discussion section?

The discussion section is probably the least formalized part of the report, in that you can’t really apply the same structure to every type of experiment. In simple terms, here you tell your readers what to make of the Results you obtained. If you have done the Results part well, your readers should already recognize the trends in the data and have a fairly clear idea of whether your hypothesis was supported. Because the Results can seem so self-explanatory, many students find it difficult to know what material to add in this last section.

Basically, the Discussion contains several parts, in no particular order, but roughly moving from specific (i.e., related to your experiment only) to general (how your findings fit in the larger scientific community). In this section, you will, as a rule, need to:

Explain whether the data support your hypothesis

Acknowledge any anomalous data or deviations from what you expected

Derive conclusions, based on your findings, about the process you’re studying

Relate your findings to earlier work in the same area (if you can)

Explore the theoretical and/or practical implications of your findings

Let’s look at some dos and don’ts for each of these objectives.

This statement is usually a good way to begin the Discussion, since you can’t effectively speak about the larger scientific value of your study until you’ve figured out the particulars of this experiment. You might begin this part of the Discussion by explicitly stating the relationships or correlations your data indicate between the independent and dependent variables. Then you can show more clearly why you believe your hypothesis was or was not supported. For example, if you tested solubility at various temperatures, you could start this section by noting that the rates of solubility increased as the temperature increased. If your initial hypothesis surmised that temperature change would not affect solubility, you would then say something like,

“The hypothesis that temperature change would not affect solubility was not supported by the data.”

Note: Students tend to view labs as practical tests of undeniable scientific truths. As a result, you may want to say that the hypothesis was “proved” or “disproved” or that it was “correct” or “incorrect.” These terms, however, reflect a degree of certainty that you as a scientist aren’t supposed to have. Remember, you’re testing a theory with a procedure that lasts only a few hours and relies on only a few trials, which severely compromises your ability to be sure about the “truth” you see. Words like “supported,” “indicated,” and “suggested” are more acceptable ways to evaluate your hypothesis.

Also, recognize that saying whether the data supported your hypothesis or not involves making a claim to be defended. As such, you need to show the readers that this claim is warranted by the evidence. Make sure that you’re very explicit about the relationship between the evidence and the conclusions you draw from it. This process is difficult for many writers because we don’t often justify conclusions in our regular lives. For example, you might nudge your friend at a party and whisper, “That guy’s drunk,” and once your friend lays eyes on the person in question, she might readily agree. In a scientific paper, by contrast, you would need to defend your claim more thoroughly by pointing to data such as slurred words, unsteady gait, and the lampshade-as-hat. In addition to pointing out these details, you would also need to show how (according to previous studies) these signs are consistent with inebriation, especially if they occur in conjunction with one another. To put it another way, tell your readers exactly how you got from point A (was the hypothesis supported?) to point B (yes/no).

Acknowledge any anomalous data, or deviations from what you expected

You need to take these exceptions and divergences into account, so that you qualify your conclusions sufficiently. For obvious reasons, your readers will doubt your authority if you (deliberately or inadvertently) overlook a key piece of data that doesn’t square with your perspective on what occurred. In a more philosophical sense, once you’ve ignored evidence that contradicts your claims, you’ve departed from the scientific method. The urge to “tidy up” the experiment is often strong, but if you give in to it you’re no longer performing good science.

Sometimes after you’ve performed a study or experiment, you realize that some part of the methods you used to test your hypothesis was flawed. In that case, it’s OK to suggest that if you had the chance to conduct your test again, you might change the design in this or that specific way in order to avoid such and such a problem. The key to making this approach work, though, is to be very precise about the weakness in your experiment, why and how you think that weakness might have affected your data, and how you would alter your protocol to eliminate—or limit the effects of—that weakness. Often, inexperienced researchers and writers feel the need to account for “wrong” data (remember, there’s no such animal), and so they speculate wildly about what might have screwed things up. These speculations include such factors as the unusually hot temperature in the room, or the possibility that their lab partners read the meters wrong, or the potentially defective equipment. These explanations are what scientists call “cop-outs,” or “lame”; don’t indicate that the experiment had a weakness unless you’re fairly certain that a) it really occurred and b) you can explain reasonably well how that weakness affected your results.

If, for example, your hypothesis dealt with the changes in solubility at different temperatures, then try to figure out what you can rationally say about the process of solubility more generally. If you’re doing an undergraduate lab, chances are that the lab will connect in some way to the material you’ve been covering either in lecture or in your reading, so you might choose to return to these resources as a way to help you think clearly about the process as a whole.

This part of the Discussion section is another place where you need to make sure that you’re not overreaching. Again, nothing you’ve found in one study would remotely allow you to claim that you now “know” something, or that something isn’t “true,” or that your experiment “confirmed” some principle or other. Hesitate before you go out on a limb—it’s dangerous! Use less absolutely conclusive language, including such words as “suggest,” “indicate,” “correspond,” “possibly,” “challenge,” etc.

Relate your findings to previous work in the field (if possible)

We’ve been talking about how to show that you belong in a particular community (such as biologists or anthropologists) by writing within conventions that they recognize and accept. Another is to try to identify a conversation going on among members of that community, and use your work to contribute to that conversation. In a larger philosophical sense, scientists can’t fully understand the value of their research unless they have some sense of the context that provoked and nourished it. That is, you have to recognize what’s new about your project (potentially, anyway) and how it benefits the wider body of scientific knowledge. On a more pragmatic level, especially for undergraduates, connecting your lab work to previous research will demonstrate to the TA that you see the big picture. You have an opportunity, in the Discussion section, to distinguish yourself from the students in your class who aren’t thinking beyond the barest facts of the study. Capitalize on this opportunity by putting your own work in context.

If you’re just beginning to work in the natural sciences (as a first-year biology or chemistry student, say), most likely the work you’ll be doing has already been performed and re-performed to a satisfactory degree. Hence, you could probably point to a similar experiment or study and compare/contrast your results and conclusions. More advanced work may deal with an issue that is somewhat less “resolved,” and so previous research may take the form of an ongoing debate, and you can use your own work to weigh in on that debate. If, for example, researchers are hotly disputing the value of herbal remedies for the common cold, and the results of your study suggest that Echinacea diminishes the symptoms but not the actual presence of the cold, then you might want to take some time in the Discussion section to recapitulate the specifics of the dispute as it relates to Echinacea as an herbal remedy. (Consider that you have probably already written in the Introduction about this debate as background research.)

This information is often the best way to end your Discussion (and, for all intents and purposes, the report). In argumentative writing generally, you want to use your closing words to convey the main point of your writing. This main point can be primarily theoretical (“Now that you understand this information, you’re in a better position to understand this larger issue”) or primarily practical (“You can use this information to take such and such an action”). In either case, the concluding statements help the reader to comprehend the significance of your project and your decision to write about it.

Since a lab report is argumentative—after all, you’re investigating a claim, and judging the legitimacy of that claim by generating and collecting evidence—it’s often a good idea to end your report with the same technique for establishing your main point. If you want to go the theoretical route, you might talk about the consequences your study has for the field or phenomenon you’re investigating. To return to the examples regarding solubility, you could end by reflecting on what your work on solubility as a function of temperature tells us (potentially) about solubility in general. (Some folks consider this type of exploration “pure” as opposed to “applied” science, although these labels can be problematic.) If you want to go the practical route, you could end by speculating about the medical, institutional, or commercial implications of your findings—in other words, answer the question, “What can this study help people to do?” In either case, you’re going to make your readers’ experience more satisfying, by helping them see why they spent their time learning what you had to teach them.

Works consulted

We consulted these works while writing this handout. This is not a comprehensive list of resources on the handout’s topic, and we encourage you to do your own research to find additional publications. Please do not use this list as a model for the format of your own reference list, as it may not match the citation style you are using. For guidance on formatting citations, please see the UNC Libraries citation tutorial . We revise these tips periodically and welcome feedback.

American Psychological Association. 2010. Publication Manual of the American Psychological Association . 6th ed. Washington, DC: American Psychological Association.

Beall, Herbert, and John Trimbur. 2001. A Short Guide to Writing About Chemistry , 2nd ed. New York: Longman.

Blum, Deborah, and Mary Knudson. 1997. A Field Guide for Science Writers: The Official Guide of the National Association of Science Writers . New York: Oxford University Press.

Booth, Wayne C., Gregory G. Colomb, Joseph M. Williams, Joseph Bizup, and William T. FitzGerald. 2016. The Craft of Research , 4th ed. Chicago: University of Chicago Press.

Briscoe, Mary Helen. 1996. Preparing Scientific Illustrations: A Guide to Better Posters, Presentations, and Publications , 2nd ed. New York: Springer-Verlag.

Council of Science Editors. 2014. Scientific Style and Format: The CSE Manual for Authors, Editors, and Publishers , 8th ed. Chicago & London: University of Chicago Press.

Davis, Martha. 2012. Scientific Papers and Presentations , 3rd ed. London: Academic Press.

Day, Robert A. 1994. How to Write and Publish a Scientific Paper , 4th ed. Phoenix: Oryx Press.

Porush, David. 1995. A Short Guide to Writing About Science . New York: Longman.

Williams, Joseph, and Joseph Bizup. 2017. Style: Lessons in Clarity and Grace , 12th ed. Boston: Pearson.

You may reproduce it for non-commercial use if you use the entire handout and attribute the source: The Writing Center, University of North Carolina at Chapel Hill

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Academic and Writing Resources

Writing Research Papers

Research Paper Structure

Whether you are writing a B.S. Degree Research Paper or completing a research report for a Psychology course, it is highly likely that you will need to organize your research paper in accordance with American Psychological Association (APA) guidelines. Here we discuss the structure of research papers according to APA style.

Major Sections of a Research Paper in APA Style

A complete research paper in APA style that is reporting on experimental research will typically contain a Title page, Abstract, Introduction, Methods, Results, Discussion, and References sections. 1 Many will also contain Figures and Tables and some will have an Appendix or Appendices. These sections are detailed as follows (for a more in-depth guide, please refer to " How to Write a Research Paper in APA Style ”, a comprehensive guide developed by Prof. Emma Geller). 2

What is this paper called and who wrote it? – the first page of the paper; this includes the name of the paper, a “running head”, authors, and institutional affiliation of the authors. The institutional affiliation is usually listed in an Author Note that is placed towards the bottom of the title page. In some cases, the Author Note also contains an acknowledgment of any funding support and of any individuals that assisted with the research project.

One-paragraph summary of the entire study – typically no more than 250 words in length (and in many cases it is well shorter than that), the Abstract provides an overview of the study.

Introduction

What is the topic and why is it worth studying? – the first major section of text in the paper, the Introduction commonly describes the topic under investigation, summarizes or discusses relevant prior research (for related details, please see the Writing Literature Reviews section of this website), identifies unresolved issues that the current research will address, and provides an overview of the research that is to be described in greater detail in the sections to follow.

What did you do? – a section which details how the research was performed. It typically features a description of the participants/subjects that were involved, the study design, the materials that were used, and the study procedure. If there were multiple experiments, then each experiment may require a separate Methods section. A rule of thumb is that the Methods section should be sufficiently detailed for another researcher to duplicate your research.

What did you find? – a section which describes the data that was collected and the results of any statistical tests that were performed. It may also be prefaced by a description of the analysis procedure that was used. If there were multiple experiments, then each experiment may require a separate Results section.

What is the significance of your results? – the final major section of text in the paper. The Discussion commonly features a summary of the results that were obtained in the study, describes how those results address the topic under investigation and/or the issues that the research was designed to address, and may expand upon the implications of those findings. Limitations and directions for future research are also commonly addressed.

List of articles and any books cited – an alphabetized list of the sources that are cited in the paper (by last name of the first author of each source). Each reference should follow specific APA guidelines regarding author names, dates, article titles, journal titles, journal volume numbers, page numbers, book publishers, publisher locations, websites, and so on (for more information, please see the Citing References in APA Style page of this website).

Tables and Figures

Graphs and data (optional in some cases) – depending on the type of research being performed, there may be Tables and/or Figures (however, in some cases, there may be neither). In APA style, each Table and each Figure is placed on a separate page and all Tables and Figures are included after the References. Tables are included first, followed by Figures. However, for some journals and undergraduate research papers (such as the B.S. Research Paper or Honors Thesis), Tables and Figures may be embedded in the text (depending on the instructor’s or editor’s policies; for more details, see "Deviations from APA Style" below).

Supplementary information (optional) – in some cases, additional information that is not critical to understanding the research paper, such as a list of experiment stimuli, details of a secondary analysis, or programming code, is provided. This is often placed in an Appendix.

Variations of Research Papers in APA Style

Although the major sections described above are common to most research papers written in APA style, there are variations on that pattern. These variations include:

Literature reviews – when a paper is reviewing prior published research and not presenting new empirical research itself (such as in a review article, and particularly a qualitative review), then the authors may forgo any Methods and Results sections. Instead, there is a different structure such as an Introduction section followed by sections for each of the different aspects of the body of research being reviewed, and then perhaps a Discussion section.
Multi-experiment papers – when there are multiple experiments, it is common to follow the Introduction with an Experiment 1 section, itself containing Methods, Results, and Discussion subsections. Then there is an Experiment 2 section with a similar structure, an Experiment 3 section with a similar structure, and so on until all experiments are covered. Towards the end of the paper there is a General Discussion section followed by References. Additionally, in multi-experiment papers, it is common for the Results and Discussion subsections for individual experiments to be combined into single “Results and Discussion” sections.

Departures from APA Style

In some cases, official APA style might not be followed (however, be sure to check with your editor, instructor, or other sources before deviating from standards of the Publication Manual of the American Psychological Association). Such deviations may include:

Placement of Tables and Figures – in some cases, to make reading through the paper easier, Tables and/or Figures are embedded in the text (for example, having a bar graph placed in the relevant Results section). The embedding of Tables and/or Figures in the text is one of the most common deviations from APA style (and is commonly allowed in B.S. Degree Research Papers and Honors Theses; however you should check with your instructor, supervisor, or editor first).
Incomplete research – sometimes a B.S. Degree Research Paper in this department is written about research that is currently being planned or is in progress. In those circumstances, sometimes only an Introduction and Methods section, followed by References, is included (that is, in cases where the research itself has not formally begun). In other cases, preliminary results are presented and noted as such in the Results section (such as in cases where the study is underway but not complete), and the Discussion section includes caveats about the in-progress nature of the research. Again, you should check with your instructor, supervisor, or editor first.
Class assignments – in some classes in this department, an assignment must be written in APA style but is not exactly a traditional research paper (for instance, a student asked to write about an article that they read, and to write that report in APA style). In that case, the structure of the paper might approximate the typical sections of a research paper in APA style, but not entirely. You should check with your instructor for further guidelines.

Workshops and Downloadable Resources

For in-person discussion of the process of writing research papers, please consider attending this department’s “Writing Research Papers” workshop (for dates and times, please check the undergraduate workshops calendar).

Downloadable Resources

How to Write APA Style Research Papers (a comprehensive guide) [ PDF ]
Tips for Writing APA Style Research Papers (a brief summary) [ PDF ]
Example APA Style Research Paper (for B.S. Degree – empirical research) [ PDF ]
Example APA Style Research Paper (for B.S. Degree – literature review) [ PDF ]

Further Resources

How-To Videos

Writing Research Paper Videos

APA Journal Article Reporting Guidelines

Appelbaum, M., Cooper, H., Kline, R. B., Mayo-Wilson, E., Nezu, A. M., & Rao, S. M. (2018). Journal article reporting standards for quantitative research in psychology: The APA Publications and Communications Board task force report . American Psychologist , 73 (1), 3.
Levitt, H. M., Bamberg, M., Creswell, J. W., Frost, D. M., Josselson, R., & Suárez-Orozco, C. (2018). Journal article reporting standards for qualitative primary, qualitative meta-analytic, and mixed methods research in psychology: The APA Publications and Communications Board task force report . American Psychologist , 73 (1), 26.

External Resources

Formatting APA Style Papers in Microsoft Word
How to Write an APA Style Research Paper from Hamilton University
WikiHow Guide to Writing APA Research Papers
Sample APA Formatted Paper with Comments
Sample APA Formatted Paper
Tips for Writing a Paper in APA Style

1 VandenBos, G. R. (Ed). (2010). Publication manual of the American Psychological Association (6th ed.) (pp. 41-60). Washington, DC: American Psychological Association.

2 geller, e. (2018). how to write an apa-style research report . [instructional materials]. , prepared by s. c. pan for ucsd psychology.

Formatting Research Papers
Using Databases and Finding References
What Types of References Are Appropriate?
Evaluating References and Taking Notes
Citing References
Writing a Literature Review
Writing Process and Revising
Improving Scientific Writing
Academic Integrity and Avoiding Plagiarism
Writing Research Papers Videos

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Research Paper >

Parts of a Research Paper

One of the most important aspects of science is ensuring that you get all the parts of the written research paper in the right order.

This article is a part of the guide:

Outline Examples
Example of a Paper
Write a Hypothesis
Introduction

Browse Full Outline

1 Write a Research Paper
2 Writing a Paper
3.1 Write an Outline
3.2 Outline Examples
4.1 Thesis Statement
4.2 Write a Hypothesis
5.2 Abstract
5.3 Introduction
5.4 Methods
5.5 Results
5.6 Discussion
5.7 Conclusion
5.8 Bibliography
6.1 Table of Contents
6.2 Acknowledgements
6.3 Appendix
7.1 In Text Citations
7.2 Footnotes
7.3.1 Floating Blocks
7.4 Example of a Paper
7.5 Example of a Paper 2
7.6.1 Citations
7.7.1 Writing Style
7.7.2 Citations
8.1.1 Sham Peer Review
8.1.2 Advantages
8.1.3 Disadvantages
8.2 Publication Bias
8.3.1 Journal Rejection
9.1 Article Writing
9.2 Ideas for Topics

You may have finished the best research project on earth but, if you do not write an interesting and well laid out paper, then nobody is going to take your findings seriously.

The main thing to remember with any research paper is that it is based on an hourglass structure. It begins with general information and undertaking a literature review , and becomes more specific as you nail down a research problem and hypothesis .

Finally, it again becomes more general as you try to apply your findings to the world at general.

Whilst there are a few differences between the various disciplines, with some fields placing more emphasis on certain parts than others, there is a basic underlying structure.

These steps are the building blocks of constructing a good research paper. This section outline how to lay out the parts of a research paper, including the various experimental methods and designs.

The principles for literature review and essays of all types follow the same basic principles.

Reference List

For many students, writing the introduction is the first part of the process, setting down the direction of the paper and laying out exactly what the research paper is trying to achieve.

For others, the introduction is the last thing written, acting as a quick summary of the paper. As long as you have planned a good structure for the parts of a research paper, both approaches are acceptable and it is a matter of preference.

A good introduction generally consists of three distinct parts:

You should first give a general presentation of the research problem.
You should then lay out exactly what you are trying to achieve with this particular research project.
You should then state your own position.

Ideally, you should try to give each section its own paragraph, but this will vary given the overall length of the paper.

1) General Presentation

Look at the benefits to be gained by the research or why the problem has not been solved yet. Perhaps nobody has thought about it, or maybe previous research threw up some interesting leads that the previous researchers did not follow up.

Another researcher may have uncovered some interesting trends, but did not manage to reach the significance level , due to experimental error or small sample sizes .

2) Purpose of the Paper

The research problem does not have to be a statement, but must at least imply what you are trying to find.

Many writers prefer to place the thesis statement or hypothesis here, which is perfectly acceptable, but most include it in the last sentences of the introduction, to give the reader a fuller picture.

3) A Statement of Intent From the Writer

The idea is that somebody will be able to gain an overall view of the paper without needing to read the whole thing. Literature reviews are time-consuming enough, so give the reader a concise idea of your intention before they commit to wading through pages of background.

In this section, you look to give a context to the research, including any relevant information learned during your literature review. You are also trying to explain why you chose this area of research, attempting to highlight why it is necessary. The second part should state the purpose of the experiment and should include the research problem. The third part should give the reader a quick summary of the form that the parts of the research paper is going to take and should include a condensed version of the discussion.

This should be the easiest part of the paper to write, as it is a run-down of the exact design and methodology used to perform the research. Obviously, the exact methodology varies depending upon the exact field and type of experiment .

There is a big methodological difference between the apparatus based research of the physical sciences and the methods and observation methods of social sciences. However, the key is to ensure that another researcher would be able to replicate the experiment to match yours as closely as possible, but still keeping the section concise.

You can assume that anybody reading your paper is familiar with the basic methods, so try not to explain every last detail. For example, an organic chemist or biochemist will be familiar with chromatography, so you only need to highlight the type of equipment used rather than explaining the whole process in detail.

In the case of a survey , if you have too many questions to cover in the method, you can always include a copy of the questionnaire in the appendix . In this case, make sure that you refer to it.

This is probably the most variable part of any research paper, and depends on the results and aims of the experiment.

For quantitative research , it is a presentation of the numerical results and data, whereas for qualitative research it should be a broader discussion of trends, without going into too much detail.

For research generating a lot of results , then it is better to include tables or graphs of the analyzed data and leave the raw data in the appendix, so that a researcher can follow up and check your calculations.

A commentary is essential to linking the results together, rather than just displaying isolated and unconnected charts and figures.

It can be quite difficult to find a good balance between the results and the discussion section, because some findings, especially in a quantitative or descriptive experiment , will fall into a grey area. Try to avoid repeating yourself too often.

It is best to try to find a middle path, where you give a general overview of the data and then expand on it in the discussion - you should try to keep your own opinions and interpretations out of the results section, saving that for the discussion later on.

This is where you elaborate on your findings, and explain what you found, adding your own personal interpretations.

Ideally, you should link the discussion back to the introduction, addressing each point individually.

It’s important to make sure that every piece of information in your discussion is directly related to the thesis statement , or you risk cluttering your findings. In keeping with the hourglass principle, you can expand on the topic later in the conclusion .

The conclusion is where you build on your discussion and try to relate your findings to other research and to the world at large.

In a short research paper, it may be a paragraph or two, or even a few lines.

In a dissertation, it may well be the most important part of the entire paper - not only does it describe the results and discussion in detail, it emphasizes the importance of the results in the field, and ties it in with the previous research.

Some research papers require a recommendations section, postulating the further directions of the research, as well as highlighting how any flaws affected the results. In this case, you should suggest any improvements that could be made to the research design .

No paper is complete without a reference list , documenting all the sources that you used for your research. This should be laid out according to APA , MLA or other specified format, allowing any interested researcher to follow up on the research.

One habit that is becoming more common, especially with online papers, is to include a reference to your own paper on the final page. Lay this out in MLA, APA and Chicago format, allowing anybody referencing your paper to copy and paste it.

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Martyn Shuttleworth (Jun 5, 2009). Parts of a Research Paper. Retrieved Jun 11, 2024 from Explorable.com: https://explorable.com/parts-of-a-research-paper

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What is Report Writing? Parts, Types, Structure, Process

Post last modified: 4 June 2023
Reading time: 30 mins read
Post category: Business Communication

What is Report Writing?

Report writing is a formal style of presenting objective facts and information. There can be various types of reports, such as academic reports, science reports, business reports, technical reports, and news reports. A report can be verbal or written. However, a written report is more formal than a verbal report.

Table of Content

1 What is Report Writing?
2 Report Writing Definition
3 Report Writing Advantage
4.1 Introduction
4.2 Background
4.3 Findings
4.4 Conclusions
4.5 Recommendations
5.1 Informational reports
5.2 Analytical reports
5.3 News reports
6.2 Remaining details
6.3 Informational news report
6.4 Analytical news report
6.5 Additional details
6.6 Concluding sentence
7.1 Identify
7.2 Research
7.3 Organise
8 Feasibility Reports
9.1 Cover letter
9.2 Executive summary
9.3 Proposal
9.4 Pricing information
9.5 Terms and conditions

Report Writing Definition

Report writing is the process of organizing and presenting information in a clear, concise, and objective manner for a specific audience. It involves gathering data, analyzing it, and presenting it in a format that is easy to understand and relevant to the topic at hand. – The University of Wisconsin Writing Center

Report writing is the art of communicating information that has been acquired through research or investigation in a formal, structured manner. It involves synthesizing information, drawing conclusions, and making recommendations based on the findings. – The American Management Association

Report writing is the process of creating a document that provides information, analysis, and recommendations on a particular topic or issue. It requires the ability to organize and present data in a logical and meaningful way, as well as to convey complex ideas in a clear and concise manner. – The International Business Communication Standards (IBCS)

Report Writing Advantage

A written report also provides the following advantages:

A written report presents a formal record of a transaction, which is not possible in a verbal report.
A written report conveys a message without any distortion. On the other hand, a message can be easily misrepresented in a verbal report.
A written report is more convenient for lengthy and distant communication.
A written report requires a reader to think before responding to a message.
Facts, figures and statistical data can be better represented graphically in a written report.

However, writing a report is not as easy as drafting a formal e-mail. A report is a brief, precise document. It is written for a specific audience with some specific objective. To write a report, you need to first thoroughly understand the purpose of report writing, then research information from various sources, verify the validity of information, analyse information, and then present findings or results. These findings must be reported objectively without personal biases.

A well-written report must have an effective objective analysis. Based on the analysis, you can recommend possible courses of action for the future. However, it is up to the report reader to accept the recommendations.

Therefore, while report writing, you must pay attention to why you are writing the report and who has asked you to write the report. This will help you investigate the information appropriately.

Parts of a Report

Following are the main sections of a formal report :

Introduction

Conclusions, recommendations.

This section indicates the purpose of the report, who has ordered the report, how the data is collected, and whether any recommendations are provided. In addition, the introduction section may also provide information on who has written the report and the date on which it is submitted.

This section provides the background of a problem or a situation on which the report is written. In case the report is too lengthy, then instead of introduction, an executive summary should be written.

The purpose of an executive summary is to enable top executives and managers to get a quick snapshot of a long report without reading the entire report. Therefore, the executive summary comes before introduction. Of course, then there would be no background section.

This is the longest section of a report, which is written after the investigation is over. This section presents factual information without any interpretation or suggestions.

Each finding is summarised as a conclusion in this section. In the above sample report, there are four conclusions based on the summary of each paragraph in the findings section. These conclusions are listed numerically in the same order as the corresponding findings.

The final section provides a numbered list of recommendations, which are based on the list of the conclusion. Each recommendation uses the verb should. This is because the writer is simply giving suggestions and not making a decision. Therefore, the verb should is used instead of the verb will. However, there are exceptions:

To give a strong recommendation: Use the verb must. For example, ‘The team managers must ensure that the break hours are not shortened.’
To give a weak recommendation: Use the verb could. For example, ‘Having a coffee dispenser in the facility could boost the staff morale.’

Types of Reports

Reports exist in our academics and workplaces in so many forms that we may not even be aware of them. For example, a student submits a laboratory report to communicate the methods and results of scientific experiments conducted in a lab.

Academicians and business people use research reports to view scientific studies of an issue or a problem. Policy-makers read field study reports to read about the ground situation from branch offices and manufacturing plants. Similarly, there are progress reports, technical reports, functional reports, case studies, etc.

All these reports share the attributes, principles, and format of report writing, which are described above. These reports can be organised into three groups:

Informational reports

Analytical reports, news reports.

An informational report is used to objectively present information without any analysis. Examples of informational reports include the First Information Report (FIR), annual reports, monthly financial reports, or employee attrition reports. These reports only report the facts as they are.

For example, the police write an FIR to record details about a cognisable offence, such as personal details of the complainant/informant, place, date and time of occurrence, offence, description of the accused, witnesses, and complaint.

Similarly, a company presents an annual report to its shareholders to present details of its business activities and finances of the previous financial year. An informational report presents objective facts without analysing the reasons and conditions behind the reported situation.

For example, if someone wants to study information on a field trip, then he can ask for a site visit report. Similarly, if a manager wants to view the feedback of a training programme, then he can ask for the training feedback report from the trainer. If the head of a department wants to get an update on the different projects in his department, he can ask for progress reports from different project managers.

An analytical report evaluates a problem or an issue and presents the outcomes of analysis to explain the causes of the problem, demonstrate relationships, or make recommendations.

For example, a scientific or market research report studies a problem scientifically by developing a hypothesis, gathering data, analysing data, and presenting findings and conclusions.

Similarly, a feasibility analysis report studies a problem and predicts whether the current solution or alternatives will be practical or will produce the desired outcome. Whenever you need to make a critical decision, then an analytical report is prepared. These reports help the decision-maker(s) analyse the prevailing situation.

For example, a company wants to decide where to open a branch office in a particular area. In this situation, an analytical report can evaluate the details of the property, such as infrastructure, land cost, competitive stores, etc., and then recommend the best site from the available options.

If you are working as or aspire to be a journalist, then you may need to write a press report. A press report is a newsworthy article in a newspaper, magazine or website. It is different from the press release by companies. A press release is an official statement of a company on an important subject or event. A press release generally focuses on one particular subject, such as a milestone, a launch, an anniversary, etc.

On the other hand, a press report discusses the subject in detail. A press release is a marketing tool used by companies to keep the general public and the media updated about its newsworthy occasions. It helps build a company’s visibility in the minds of its customers and community at large.

A press release is generally prepared by a company’s marketing or Public Relations (PR) team, whereas a press report is written by an independent journalist. Therefore, a press report presents more objective information than a press release, which is a company’s promotional mouthpiece. Just like informational and analytical reports, a press report requires considerable research on a subject before it is written credibly.

The author must ask the 5 Ws and 1 H – who, what, where, why, when, and how. Questions arise in the following manner:

What happened?
Where did it happen?
When did it happen?
Who was involved?
Why did it happen?
How did it happen?

After finding the answers, he must note down all the relevant facts that must be mentioned in the news report. These facts can be organised into the following three groups:

Vital and interesting facts
Not vital but interesting facts
Not vital, not interesting, but related facts

By organising information into the above groups, the author will be able to include all the relevant facts into the news report. The facts must be specific. If there are gaps in the story and the related information is not available, then questions can be marked against them so that these can be researched further.

Next, the author must decide the type of news report he wants to write – informational or analytical. The former will provide objective and straightforward information, whereas the latter will also provide the author’s opinion on the subject.

After determining the type of news report to write, the author must create an outline or structure of the report. The most common structure is an inverted triangle, where the most important information is at the top.

A news report must provide the information that the readers want as soon as possible. If the news report is for a newspaper, then the most important news must be above the “fold”. The “fold” is the crease in the newspaper when it is folded in half. All the engaging stories are above the fold. Similarly, on a website, the most important information is at the top of the screen before one has to scroll down.

A news report must be written according to the audience. The author should ask the 5Ws with respect to the audience reaction, such as:

Who is the audience?
Where is the audience?
What does the audience want to read?
Why do they want to read it?
When will they read it?

Structure of News Report

Finally, the structure of a news report is as follows:

Remaining details

Informational news report, analytical news report, additional details, concluding sentence.

The leading sentence of a news report is the most important section. It should tell what the news report is all about, why it is important, and what information the rest of the news report provides.

These provide the basic information of what happened, where it happened, when it happened, who was involved, and why it was remarkable.

In this report, the remaining details provide more information about the newsworthy item.

In this report, the remaining details also provide the opinion of the author.

These details help the reader learn more about the newsworthy item, such as additional facts about the subject, contact information, or interview quotes. These details comprise transitional elements that help build the flow of information. In an analytical report, these can also include counter-arguments and their authors.

The news report should end with a concluding sentence, which repeats the leading statement or a statement mentioning future developments.

Report Writing Process

This process will ensure that your report is accurate, clear, comprehensive and credible.

Before writing a report, identify the following parameters:

Issue or problem : Identify the issue or problem to analyse.
Audience : Identify who the audience is. Find out their background information. Determine why they would want to read the report.
Purpose : Determine the purpose for which the report will be used.
Scope and limitations : Identify the scope of the report. Determine the limitations of report writing.
Expectations : Determine expectations regarding the format or structure of the report. Identify the models available for report writing. Determine whether there is a style guide and/or a marketing guide.

To research the facts or information for report writing:

Plan : Make a draft plan on how to analyse the problem and present the objective of the report.
Collect data: Collect information based on the purpose of the report.
Analyse : Finally, analyse and evaluate the collected information.

After gathering and analysing the required information, organise it as follows:

Main points : Identify the main points of the report. These main points should be supported by adequate evidence.
Additional information : Identify the supporting information that analyses and confirms the main points. This information should be placed in appendices.
Logical structure : Organise the entire information into a logical structure to help the readers easily navigate to the desired part of the report.
Write : After deciding the logical structure of the report, fill in the elements of the report, including executive summary, main body, introduction and conclusion.
Revise : Finally, verify if it is appropriate for the problem, audience, and purpose.

Feasibility Reports

A feasibility report is a written document that analyses the proposed solution and examines whether it is feasible considering various types of constraints such as financial, social, environmental, social, technical, and legal that can make it impossible for a solution to be opted.

Feasibility reports assess the practicality of following a particular course of action for a project. It advises whether it will be feasible to opt for a particular course of action or will this proposal or plan work? These are written internal reports that advise on consolidating departments or to organise a wellness programme for employees or to outsource company’s accounting or social media or to move the manufacturing unit to a new location.

Some companies hire a professional consultant to write feasibility reports in order to investigate a problem. These reports help in deciding whether to proceed or reject the proposed option.

Overview of the Project
Objectives of the Project
The Need for the Project
Overview of Existing Systems and Technologies
Scope of the Project
Deliverables
Financial Feasibility
Technical Feasibility
Resource and Time Feasibility
Risk Feasibility
Social/Legal Feasibility
Considerations

Proposal Writing

A business proposal is defined as a written document from a seller that offers a particular service or product to a prospective buyer. Business proposals are important in scenarios where a buyer might consider multiple prices in a transaction.

A good business proposal considers the buyer’s requirements and puts forth the seller’s proposal in a way that favours the seller’s products and services, and persuades the buyer about the offer. A business proposal is a critical document as it determines the difference between success and failure in a venture. Business proposals can be:

Solicited : These are requested by clients themselves or submitted in response to an advertisement published by the client. Solicited business proposals generally have a better chance of success since they are tailored to the requirements of the person receiving the proposal.
Unsolicited : These are submitted to potential clients even though they did not request for one. These are non-specific proposals and have no direct connection to the client’s requirements. Sellers use them to market a product or service to a prospective customer.

Because proposals are time-consuming, it is the best to start with available templates if possible. You will save a lot of time if you start with a proposal template that matches what you need and then customise it according to your requirements.

A business proposal includes various sections which are defined as follows:

Cover letter

Executive summary, pricing information, terms and conditions.

In the other article, you studied writing cover letters for a job application. A business proposal also needs a cover letter because a good cover letter will stimulate interest in the proposal. Make sure to highlight your positives and personalise them to the client to whom you are sending the business proposal.

This is where you give the client a ‘problem statement’ to help him identify the challenges and requirements in his business. This is because in order to persuade the client to do business with you, you first need to make sure that the client realises they have those needs. Then you briefly state how you will be able to help them meet those requirements.

The proposal is the part where you offer a detailed solution to the challenges and needs of the prospective client. This is the main reason for submitting a business proposal so it should be as detailed as possible, addressing all the needs of the client.

You should explain to the client all services that you can provide. You should tailor your list of services to suit the particular client’s needs but include other services that you may provide. Also include an estimated project schedule and time frame.

Most buyers consider the price of services before offering a contract. Thus, getting accurate pricing information is crucial. However, two points must be kept in mind. One it is important to be exact with the pricing and the second is to never negotiate below what you think the project is worth.

For smaller projects, a ‘fee summary’ will do the job. But a ‘fee schedule’ is needed for bigger projects, where payments need to be broken down to specific milestones.

It is in your interest to get legal counsel to review the proposal as this will cover your business against claims.

Business Communication Notes

( Click on Topic to Read )

What is Business Communication?
What is Communication?
Types of Communication
7 C of Communication
Barriers To Business Communication
Oral Communication
Types Of Non Verbal Communication
What is Written Communication?
What are Soft Skills?
Interpersonal vs Intrapersonal communication
Barriers to Communication
Importance of Communication Skills
Listening in Communication
Causes of Miscommunication
What is Johari Window?
What is Presentation?

Communication Styles

Channels of communication.

Hofstede’s Dimensions of Cultural Differences and Benett’s Stages of Intercultural Sensitivity

Organisational Communication

Horizontal C ommunication
Grapevine Communication
Downward Communication
Verbal Communication Skills
Upward Communication
Flow of Communication
What is Emotional Intelligence?
What is Public Speaking?
Upward vs Downward Communication
Internal vs External Communication
What is Group Discussion?
What is Interview?
What is Negotiation?
What is Digital Communication?
What is Letter Writing?
Resume and Covering Letter
What is Business Meeting?
What is Public Relations?
What Is Market Segmentation?
What Is Marketing Mix?
Marketing Concept
Marketing Management Process
What Is Marketing Environment?
What Is Consumer Behaviour?
Business Buyer Behaviour
Demand Forecasting
7 Stages Of New Product Development
Methods Of Pricing
What Is Public Relations?
What Is Marketing Management?
What Is Sales Promotion?
Types Of Sales Promotion
Techniques Of Sales Promotion
What Is Personal Selling?
What Is Advertising?
Market Entry Strategy
What Is Marketing Planning?
Segmentation Targeting And Positioning
Brand Building Process
Kotler Five Product Level Model
Classification Of Products
Types Of Logistics
What Is Consumer Research?
What Is DAGMAR?
Consumer Behaviour Models
What Is Green Marketing?
What Is Electronic Commerce?
Agricultural Cooperative Marketing
What Is Marketing Control?
What Is Marketing Communication?
What Is Pricing?
Models Of Communication
What is Sales Management?
Objectives of Sales Management
Responsibilities and Skills of Sales Manager
Theories of Personal Selling
What is Sales Forecasting?
Methods of Sales Forecasting
Purpose of Sales Budgeting
Methods of Sales Budgeting
Types of Sales Budgeting
Sales Budgeting Process
What is Sales Quotas?
What is Selling by Objectives (SBO) ?
What is Sales Organisation?
Types of Sales Force Structure
Recruiting and Selecting Sales Personnel
Training and Development of Salesforce
Compensating the Sales Force
Time and Territory Management
What Is Logistics?
What Is Logistics System?
Technologies in Logistics
What Is Distribution Management?
What Is Marketing Intermediaries?
Conventional Distribution System
Functions of Distribution Channels
What is Channel Design?
Types of Wholesalers and Retailers
What is Vertical Marketing Systems?
What i s Marketing?
What i s A BCG Matrix?
5 M’S Of Advertising
What i s Direct Marketing?
Marketing Mix For Services
What Market Intelligence System?
What i s Trade Union?
What Is International Marketing?
World Trade Organization (WTO)
What i s International Marketing Research?
What is Exporting?
What is Licensing?
What is Franchising?
What is Joint Venture?
What is Turnkey Projects?
What is Management Contracts?
What is Foreign Direct Investment?
Factors That Influence Entry Mode Choice In Foreign Markets
What is Price Escalations?
What is Transfer Pricing?
Integrated Marketing Communication (IMC)
What is Promotion Mix?
Factors Affecting Promotion Mix
Functions & Role Of Advertising
What is Database Marketing?
What is Advertising Budget?
What is Advertising Agency?
What is Market Intelligence?
What is Industrial Marketing?
What is Customer Value
What is Consumer Behaviour?
What Is Personality?
What Is Perception?
What Is Learning?
What Is Attitude?
What Is Motivation?
Consumer Imagery
Consumer Attitude Formation
What Is Culture?
Consumer Decision Making Process
Applications of Consumer Behaviour in Marketing
Motivational Research
Theoretical Approaches to Study of Consumer Behaviour
Consumer Involvement
Consumer Lifestyle
Theories of Personality
Outlet Selection
Organizational Buying Behaviour
Reference Groups
Consumer Protection Act, 1986
Diffusion of Innovation
Opinion Leaders
What is Business Law?
Indian Contract Act 1872
Essential Elements of a Valid Contract
Types of Contract
What is Discharge of Contract?
Performance of Contract
Sales of Goods Act 1930
Goods & Price: Contract of Sale
Conditions and Warranties
Doctrine of Caveat Emptor
Transfer of Property
Rights of Unpaid Seller
Negotiable Instruments Act 1881
Types of Negotiable Instruments
Types of Endorsement
What is Promissory Note?
What is Cheque?
What is Crossing of Cheque?
What is Bill of Exchange?
What is Offer?
Limited Liability Partnership Act 2008
Memorandum of Association
Articles of Association
What is Director?
Trade Unions Act, 1926
Industrial Disputes Act 1947
Employee State Insurance Act 1948
Payment of Wages Act 1936
Payment of Bonus Act 1965
Labour Law in India
What is Brand Management?
4 Steps of Strategic Brand Management Process
Customer Based Brand Equity
What is Brand Equity?

What is negotiation importance, process, strategic model, learning skills.

Barriers to Communication: Types, How to Overcome

What is Written Communication? Advantages, Disadvantages

What is Business Communication? Process, Types, Importance, Barriers

What is Public Speaking? Characteristics, Techniques, Importance, Modes, Checklist

Difference between upward and downward communication.

What is Public Relations? Definition, Tools, Function, Advantages, Process

What is a presentation objectives, elements, important skills, four ps.

Flow of Communication: Internal and External

Read more about the article Organisational Communication

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AI Index: State of AI in 13 Charts

In the new report, foundation models dominate, benchmarks fall, prices skyrocket, and on the global stage, the U.S. overshadows.

Illustration of bright lines intersecting on a dark background

This year’s AI Index — a 500-page report tracking 2023’s worldwide trends in AI — is out.

The index is an independent initiative at the Stanford Institute for Human-Centered Artificial Intelligence (HAI), led by the AI Index Steering Committee, an interdisciplinary group of experts from across academia and industry. This year’s report covers the rise of multimodal foundation models, major cash investments into generative AI, new performance benchmarks, shifting global opinions, and new major regulations.

Don’t have an afternoon to pore through the findings? Check out the high level here.

Pie chart showing 98 models were open-sourced in 2023

A Move Toward Open-Sourced

This past year, organizations released 149 foundation models, more than double the number released in 2022. Of these newly released models, 65.7% were open-source (meaning they can be freely used and modified by anyone), compared with only 44.4% in 2022 and 33.3% in 2021.

bar chart showing that closed models outperformed open models across tasks

But At a Cost of Performance?

Closed-source models still outperform their open-sourced counterparts. On 10 selected benchmarks, closed models achieved a median performance advantage of 24.2%, with differences ranging from as little as 4.0% on mathematical tasks like GSM8K to as much as 317.7% on agentic tasks like AgentBench.

Bar chart showing Google has more foundation models than any other company

Biggest Players

Industry dominates AI, especially in building and releasing foundation models. This past year Google edged out other industry players in releasing the most models, including Gemini and RT-2. In fact, since 2019, Google has led in releasing the most foundation models, with a total of 40, followed by OpenAI with 20. Academia trails industry: This past year, UC Berkeley released three models and Stanford two.

Line chart showing industry far outpaces academia and government in creating foundation models over the decade

Industry Dwarfs All

If you needed more striking evidence that corporate AI is the only player in the room right now, this should do it. In 2023, industry accounted for 72% of all new foundation models.

Chart showing the growing costs of training AI models

Prices Skyrocket

One of the reasons academia and government have been edged out of the AI race: the exponential increase in cost of training these giant models. Google’s Gemini Ultra cost an estimated $191 million worth of compute to train, while OpenAI’s GPT-4 cost an estimated $78 million. In comparison, in 2017, the original Transformer model, which introduced the architecture that underpins virtually every modern LLM, cost around $900.

Bar chart showing the united states produces by far the largest number of foundation models

What AI Race?

At least in terms of notable machine learning models, the United States vastly outpaced other countries in 2023, developing a total of 61 models in 2023. Since 2019, the U.S. has consistently led in originating the majority of notable models, followed by China and the UK.

Line chart showing that across many intellectual task categories, AI has exceeded human performance

Move Over, Human

As of 2023, AI has hit human-level performance on many significant AI benchmarks, from those testing reading comprehension to visual reasoning. Still, it falls just short on some benchmarks like competition-level math. Because AI has been blasting past so many standard benchmarks, AI scholars have had to create new and more difficult challenges. This year’s index also tracked several of these new benchmarks, including those for tasks in coding, advanced reasoning, and agentic behavior.

Bar chart showing a dip in overall private investment in AI, but a surge in generative AI investment

Private Investment Drops (But We See You, GenAI)

While AI private investment has steadily dropped since 2021, generative AI is gaining steam. In 2023, the sector attracted $25.2 billion, nearly ninefold the investment of 2022 and about 30 times the amount from 2019 (call it the ChatGPT effect). Generative AI accounted for over a quarter of all AI-related private investments in 2023.

Bar chart showing the united states overwhelming dwarfs other countries in private investment in AI

U.S. Wins $$ Race

And again, in 2023 the United States dominates in AI private investment. In 2023, the $67.2 billion invested in the U.S. was roughly 8.7 times greater than the amount invested in the next highest country, China, and 17.8 times the amount invested in the United Kingdom. That lineup looks the same when zooming out: Cumulatively since 2013, the United States leads investments at $335.2 billion, followed by China with $103.7 billion, and the United Kingdom at $22.3 billion.

Infographic showing 26% of businesses use AI for contact-center automation, and 23% use it for personalization

Where is Corporate Adoption?

More companies are implementing AI in some part of their business: In surveys, 55% of organizations said they were using AI in 2023, up from 50% in 2022 and 20% in 2017. Businesses report using AI to automate contact centers, personalize content, and acquire new customers.

Bar chart showing 57% of people believe AI will change how they do their job in 5 years, and 36% believe AI will replace their jobs.

Younger and Wealthier People Worry About Jobs

Globally, most people expect AI to change their jobs, and more than a third expect AI to replace them. Younger generations — Gen Z and millennials — anticipate more substantial effects from AI compared with older generations like Gen X and baby boomers. Specifically, 66% of Gen Z compared with 46% of boomer respondents believe AI will significantly affect their current jobs. Meanwhile, individuals with higher incomes, more education, and decision-making roles foresee AI having a great impact on their employment.

Bar chart depicting the countries most nervous about AI; Australia at 69%, Great Britain at 65%, and Canada at 63% top the list

While the Commonwealth Worries About AI Products

When asked in a survey about whether AI products and services make you nervous, 69% of Aussies and 65% of Brits said yes. Japan is the least worried about their AI products at 23%.

Line graph showing uptick in AI regulation in the united states since 2016; 25 policies passed in 2023

Regulation Rallies

More American regulatory agencies are passing regulations to protect citizens and govern the use of AI tools and data. For example, the Copyright Office and the Library of Congress passed copyright registration guidance concerning works that contained material generated by AI, while the Securities and Exchange Commission developed a cybersecurity risk management strategy, governance, and incident disclosure plan. The agencies to pass the most regulation were the Executive Office of the President and the Commerce Department.

The AI Index was first created to track AI development. The index collaborates with such organizations as LinkedIn, Quid, McKinsey, Studyportals, the Schwartz Reisman Institute, and the International Federation of Robotics to gather the most current research and feature important insights on the AI ecosystem.

New Report Underscores the Seriousness of Long Covid

The National Academies said the condition could involve up to 200 symptoms, make it difficult for people to work and last for months or years.

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Samantha Lewis sits in a chair as a physical therapist in a clinic prepares to take her blood pressure on her arm. Both wear masks, and a cane is visible next to Ms. Lewis's chair.

By Pam Belluck

One of the nation’s premier medical advisory organizations has weighed in on long Covid with a 265-page report that recognizes the seriousness and persistence of the condition for millions of Americans.

More than four years since the start of the coronavirus pandemic, long Covid continues to damage many people’s ability to function, according to the National Academies of Sciences, Engineering and Medicine, a nongovernmental institution that advises federal agencies on science and medicine.

“Long Covid can impact people across the life span, from children to older adults, as well as across sex, gender, racial, ethnic and other demographic groups,” it said, concluding that “long Covid is associated with a wide range of new or worsening health conditions and encompasses more than 200 symptoms involving nearly every organ system.”

Here are some of the National Academies’ findings, drafted by a committee of 14 doctors and researchers:

How many people have long Covid?

The report cited data from 2022 suggesting that nearly 18 million adults and nearly a million children in the United States have had long Covid at some point. At the time of that survey, about 8.9 million adults and 362,000 children had the condition.

Surveys showed that the prevalence of long Covid decreased in 2023 but, for unclear reasons, has risen this year. As of January, data showed nearly 7 percent of adults in the United States had long Covid.

Diagnosis and consequences

There is still no standardized way to diagnose the condition and no definitive treatments to cure it. “There is no one-size-fits-all approach to rehabilitation, and each individual will need a program tailored to their complex needs,” the National Academies said, advising that doctors should not require patients to have a positive coronavirus test to be diagnosed with long Covid.

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Solar Market Insight Report Q2 2024

1. key figures, 2. introduction .

The US solar industry installed 11.8 gigawatts-direct current (GW dc ) of capacity in the first quarter of 2024, the second-best quarter for the industry, behind the last quarter of 2023. The utility-scale segment had a remarkable quarter, putting 9.8 GW dc of projects in the ground – more than the annual total for this segment as recently as 2019.

The distributed solar segments did not perform as strongly. Residential solar shrank by 25% year-over-year as the segment continued to struggle with high interest rates and the transition to net billing in California. With 1.3 GW dc installed, it was the segment’s lowest quarter since Q1 2022. The commercial and community sectors were relatively flat year-over-year, installing 434 MW dc and 279 MW dc , respectively. The commercial sector is diversifying – newer states are growing but are offset by declines in mature markets. Community solar relies heavily on the creation of new state programs and policies to generate growth in new markets. While there’s been progress on legislation in several states, new policies have been slow to cross the finish line. Furthermore, the promise of future market growth in California withered away with the March decision by the California Public Service Commission (CPUC) to reject a proposed new program (more on this in the full report).

Overall, photovoltaic (PV) solar accounted for 75% of all new electricity-generating capacity additions in the first quarter of 2024, remaining the dominant form of new generating capacity in the US.

After achieving record growth in 2023, the solar industry is expected to install about the same amount of capacity in 2024 -just under 40 GWdc. While growth this year is expected to be flat, this still represents an annual installation volume that is double the size of just two years ago. Our expectations for 2024 reflect mixed trends across segments.

Residential solar is expected to shrink 14% year-over-year. California residential volumes will decline by about 40%, as we’ve predicted since the net billing tariff was finalized. Solar-plus-storage installations are on the rise (see the full report for more details), but this doesn’t compensate for the declines in standalone solar. Overall residential sector growth outside of California is expected to be flat. Higher interest rates are still challenging residential solar sales since they increase financing costs for homeowners.

After 23% growth in 2023, commercial solar is expected to grow by another 14% this year. This is primarily driven by growth in two states – California and Illinois. In California, projects that submitted interconnection applications under NEM 2.0 will still be coming online this year due to typical 18–36-month development timelines for these projects. And in Illinois, pipelines that have qualified under the Illinois Shines program are being built out in earnest.

Community solar is expected to grow by 4% after growing 10% last year. Some states, such as Illinois and Virginia, are seeing growth. But as noted earlier, other states have been slow to form new programs and growth is slowing in more mature markets.

Utility-scale solar growth will remain flat in 2024 and 2025. The pipeline is strong, but buildout is being suppressed by a lack of labor availability, high voltage equipment constraints, and continued trade policy uncertainty, amongst other headwinds.

Modest growth for US solar through 2029 points to broader energy transition challenges

From 2024-2029, the US solar industry will install more than 250 GW dc of capacity, roughly 40 GW dc a year. While this is certainly proof of the solar industry’s strong standing in the energy transition, it also represents a slowdown of industry growth. The growth patterns vary amongst segments, but average annual growth between now and 2029 is 3%.

Solar projects across all segments are facing challenges that go beyond technological viability, cost competitiveness, or module availability. The limiting factors for projects today span the power industry: availability of labor, interconnection delays and costly network upgrades, high soft costs and interest rates, opposition to new project development, and more. These are not exclusively solar industry challenges. They are some of the toughest challenges of the energy transition. A higher growth trajectory for the US solar industry hinges on the extent to which these challenges can be solved.

3. Market segment outlooks

3.1. residential pv .

The residential solar market recorded its lowest quarter of installed capacity in two years

The challenges from 2023 continued to plague the residential solar industry in the first quarter of 2024. These include high interest rates, the transition to a net billing tariff in California, and increasing customer acquisition costs. This has led to a two-year low in quarterly installed capacity. In Q1 2024, the segment added 1,281 MWdc, a 25% year-over-year and 18% quarter-over-quarter decline. While a first-quarter installation slowdown is typical for residential solar, some industry players report a more pronounced slowdown than in past years as high interest rates persist. The drop in installed capacity in California contributed to the national decline this quarter, as installations from sales made under NEM 2.0 dwindled.

In the first quarter of 2024, 28 states experienced both quarter-over-quarter and year-over-year declines in installed capacity due to the ripple effects of sustained high financing costs. Notably, installed residential capacity in Texas fell for the fifth consecutive quarter in Q1, as the top installers in the state experienced more than 60% reductions in installation volumes compared to Q1 2023. Many installers reported using creative ways to maintain revenue, like serving solar co-op programs or diversifying their offerings to include system servicing, storage retrofits, and roof replacements.

Low first-quarter volumes are in line with our expectations of a residential solar market contraction this year as macroeconomic headwinds continue and installations in California fall by nearly 40% compared to 2023. Some states will still grow this year, fueled by lower module prices, a rapidly growing third-party ownership segment, and significant retail rate increases. However, interest rates remain high, and it is unclear when they may begin to decline. This contributes to our expectations of a 2% contraction for all states other than California, with a 14% reduction in installations at the national level. But looking ahead, we expect recovery starting in 2025, with the residential solar market growing by 10% on average over the next five years, as retail rates trend upwards, increasing potential savings for residential customers.

3.2. Commercial PV

434 MWdc installed in Q1 2024
Down 38% from Q4 2023
Down 1% from Q1 2023

Note on market segmentation: Commercial solar encompasses distributed solar projects with commercial, industrial, agricultural, school, government, or nonprofit offtakers, including remotely net-metered projects. This excludes community solar (covered in the following section).

Consistent installations in traditional commercial solar markets continue to drive national stability

Installations in the commercial solar segment were flat year-over-year in the first quarter, supported by solid installation volumes in mature markets such as California, Illinois, and New York. In California, 152 MW dc of commercial solar capacity was installed in Q1 as NEM 2.0 projects continued to come online. This contributed to our expectations for 27% annual growth for the state. As the Illinois Shines program continued to attract developers in the near term, Illinois experienced a significant 212% increase year-over-year, with 61 MW dc installed in Q1 2024. New York also had a strong quarter of installations, driven by its more efficient interconnection processes compared to other states.

Even though we expect growth this year, developers in many states continue to face frustrating challenges with interconnection timelines. Due to these interconnection issues, growing market saturation, and high development costs in established markets, developers are increasingly shifting focus to emerging commercial solar markets. In some nascent commercial solar markets (even those without formal net metering policies), developers can benefit from lower costs and ample available sites. Rising energy demand and retail rate increases are also attracting developers to these markets.

The commercial solar outlook remains mostly unchanged since last quarter. As an influx of California NEM 2.0 projects come online through the end of this year, we expect 14% year-over-year growth. However, national installations will decline in 2025 due to an expected drop in California installations as the NEM 2.0 pipeline gets built out and mature markets become more saturated. Prevailing wage and apprenticeship requirements will also contribute to a decline in 2025. Since new projects larger than 1 MW ac must meet these requirements to qualify for the full tax credits, developers likely began construction on a significant portion of their active pipeline before requirements took effect in January 2023. Much of this pipeline will have been built by 2025, resulting in slightly reduced volumes from 2025 through 2027. In the longer term, the national commercial solar market will grow by 15% annually in both 2028 and 2029. Increased development activity in newer commercial solar markets, particularly in the Midwest and Southeast, will heavily contribute to this growth. ITC adder qualification and rising electricity prices will also drive national long-term growth, averaging 8% over the next five years.

3.3. Community solar PV

Note on market segmentation: Community solar projects are part of formal programs where multiple residential and non-residential customers can subscribe to the power produced by a local solar project and receive credits on their utility bills.

The proposed decision on California community solar suppresses long-term national market growth

Community solar installations remained relatively flat year-over-year in Q1 2024, resulting in 279 MWdc of new capacity. Installed capacity in New York grew 17% year-over-year in Q1 2024, making up 46% of national installed capacity. Additionally, while first-quarter growth in Illinois, Colorado, and Virginia supported national installations, other state markets are off to a slow start. Overall, we expect the national market to grow 4% in 2024, exceeding 1.3 GWdc of annual capacity. Mature state markets will drive most of this year’s capacity, but we also anticipate momentum will build in newer markets such as Delaware and Virginia.

We’ve made significant downward adjustments to our five-year forecast due to the recent policy updates in California. In March 2024, the CPUC issued a proposed decision on A.B. 2316, siding with utility arguments and against the widely backed Net Value Billing Tariff (NVBT) proposal. As a result, our five-year outlook for California decreased from more than 1.5 GWdc to just over 200 MWdc, an 87% decline. The massive market potential of the NVBT program proposal was anticipated to bolster long-term national market growth. However, the CPUC voted to confirm a slightly modified proposed decision on May 30th, resulting in a 14% reduction in our 2024-2028 outlook compared to last quarter.

Overall, we expect the national community solar market to grow at an average rate of 5% annually through 2026 and then contract by 11% on average through 2029. Importantly, our five-year outlook includes only state markets with programs currently in place and does not include states with proposed program legislation. Additionally, we continue to monitor the impact of Solar for All funding, awards for which were announced in April. Several state agencies in both existing and potential state markets proposed using funds for community solar and bill savings for community solar subscribers, potentially supporting new development and long-term growth.

3.4. Utility PV

Utility-scale segment achieved a record first quarter, with 9.8 GWdc installed

The utility-scale sector achieved its strongest first quarter on record, with 9.8 GWdc of capacity installed in Q1 2024, growing 135% year-over-year. Additionally, newly contracted projects in Q1 2024 reached 4.4 GWdc, with corporate and utility procurement as the main drivers for newly contracted capacity. Although procurement activity has continued, installations have outpaced its growth, reducing the contracted pipeline by 5 percent, to 96 GWdc.

The substantial increase in first quarter installations was driven by a backlog of projects that were slated to come online in 2023 but did not materialize until Q1 2024. Additionally, President Biden’s two-year tariff waiver on imported Southeast Asian crystalline silicon modules ends in June 2024. The temporary waiver has contributed to increased imports and higher module inventory levels. However, modules imported under the waiver that are subject to the circumvention tariffs must be “utilized” within 180 days of the expiration of the waiver (by December 3, 2024). This has driven increased installation activity at the start of the year.

Wood Mackenzie forecasts that 184 GWdc of new utility-scale solar will come online between 2024-2029, reflecting a 1% increase compared to our previous forecast. The 3.1 GWdc increase is mainly driven by high installation volumes in Q1 2024. Utility procurements, corporate clean energy goals, and state-mandated targets continue driving strong demand in the utility-scale sector, maintaining an average annual buildout of 30 GWdc. Despite strong installation growth compared to Q1 2023, the availability of labor and high-voltage equipment will continue to limit buildout through 2025. Continued issues with permitting and interconnection will also restrict utility-scale installations, maintaining the relatively flat buildout throughout the rest of the forecast period.

4. US solar PV forecasts

5. National solar PV system pricing

Residential system pricing is down 4% year-over-year
Commercial system pricing is down 12% year-over-year
Utility-scale system pricing is up 5% for fixed-tilt and 4% for single-axis tracking year-over-year

Note: In November 2023, Wood Mackenzie published a refreshed customer acquisition cost analysis (US distributed solar customer acquisition cost outlook 2023). Therefore, there are changes to the modeled residential customer acquisition costs and overall national average turnkey pricing in this report compared to past quarters.

Wood Mackenzie employs a bottom-up modeling methodology to capture, track and report national average PV system pricing by segment for systems installed each quarter. The methodology is based on the tracked wholesale pricing of major solar components and data collected from industry interviews. Wood Mackenzie’s Supply Chain data and models are leveraged to enhance and bolster our pricing outlooks. Wood Mackenzie assumes all product is procured and delivered in the same year as the installation except modules for the utility segment, which are procured one year prior to commercial operation.

The decline in demand for residential solar contributed to a module supply/demand imbalance, resulting in lower module prices and declining system costs for the residential and commercial segments in Q1 2024. Costs decreased annually by 4% for residential and 12% for commercial PV systems, as module prices fell by an average of 45% over the year. The average system cost for the utility-scale segment rose by 5% for fixed-tilt systems and 4% for single-axis tracking systems in Q1 2024 compared to Q1 2023. One of the main drivers of these increases is higher transformer costs, which surged by 25% year-over-year due to transformer supply shortages. Rising labor and engineering costs also contributed to the rise in utility-scale costs, as they increased by 23% and 22%, respectively, since Q1 2023.

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Heroin Research Report What is heroin and how is it used?

Heroin is an illegal, highly addictive drug processed from morphine, a naturally occurring substance extracted from the seed pod of certain varieties of poppy plants. It is typically sold as a white or brownish powder that is "cut" with sugars, starch, powdered milk, or quinine. Pure heroin is a white powder with a bitter taste that predominantly originates in South America and, to a lesser extent, from Southeast Asia, and dominates U.S. markets east of the Mississippi River. 3 Highly pure heroin can be snorted or smoked and may be more appealing to new users because it eliminates the stigma associated with injection drug use. "Black tar" heroin is sticky like roofing tar or hard like coal and is predominantly produced in Mexico and sold in U.S. areas west of the Mississippi River. 3 The dark color associated with black tar heroin results from crude processing methods that leave behind impurities. Impure heroin is usually dissolved, diluted, and injected into veins, muscles, or under the skin.

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Research paper

Writing a Research Paper Introduction | Step-by-Step Guide

Published on September 24, 2022 by Jack Caulfield . Revised on March 27, 2023.

The introduction to a research paper is where you set up your topic and approach for the reader. It has several key goals:

Present your topic and get the reader interested
Provide background or summarize existing research
Position your own approach
Detail your specific research problem and problem statement
Give an overview of the paper’s structure

The introduction looks slightly different depending on whether your paper presents the results of original empirical research or constructs an argument by engaging with a variety of sources.

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Step 1: introduce your topic, step 2: describe the background, step 3: establish your research problem, step 4: specify your objective(s), step 5: map out your paper, research paper introduction examples, frequently asked questions about the research paper introduction.

The first job of the introduction is to tell the reader what your topic is and why it’s interesting or important. This is generally accomplished with a strong opening hook.

The hook is a striking opening sentence that clearly conveys the relevance of your topic. Think of an interesting fact or statistic, a strong statement, a question, or a brief anecdote that will get the reader wondering about your topic.

For example, the following could be an effective hook for an argumentative paper about the environmental impact of cattle farming:

A more empirical paper investigating the relationship of Instagram use with body image issues in adolescent girls might use the following hook:

Don’t feel that your hook necessarily has to be deeply impressive or creative. Clarity and relevance are still more important than catchiness. The key thing is to guide the reader into your topic and situate your ideas.

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This part of the introduction differs depending on what approach your paper is taking.

In a more argumentative paper, you’ll explore some general background here. In a more empirical paper, this is the place to review previous research and establish how yours fits in.

Argumentative paper: Background information

After you’ve caught your reader’s attention, specify a bit more, providing context and narrowing down your topic.

Provide only the most relevant background information. The introduction isn’t the place to get too in-depth; if more background is essential to your paper, it can appear in the body .

Empirical paper: Describing previous research

For a paper describing original research, you’ll instead provide an overview of the most relevant research that has already been conducted. This is a sort of miniature literature review —a sketch of the current state of research into your topic, boiled down to a few sentences.

This should be informed by genuine engagement with the literature. Your search can be less extensive than in a full literature review, but a clear sense of the relevant research is crucial to inform your own work.

Begin by establishing the kinds of research that have been done, and end with limitations or gaps in the research that you intend to respond to.

The next step is to clarify how your own research fits in and what problem it addresses.

Argumentative paper: Emphasize importance

In an argumentative research paper, you can simply state the problem you intend to discuss, and what is original or important about your argument.

Empirical paper: Relate to the literature

In an empirical research paper, try to lead into the problem on the basis of your discussion of the literature. Think in terms of these questions:

What research gap is your work intended to fill?
What limitations in previous work does it address?
What contribution to knowledge does it make?

You can make the connection between your problem and the existing research using phrases like the following.


Although has been studied in detail, insufficient attention has been paid to .	You will address a previously overlooked aspect of your topic.
The implications of study deserve to be explored further.	You will build on something suggested by a previous study, exploring it in greater depth.
It is generally assumed that . However, this paper suggests that …	You will depart from the consensus on your topic, establishing a new position.

Now you’ll get into the specifics of what you intend to find out or express in your research paper.

The way you frame your research objectives varies. An argumentative paper presents a thesis statement, while an empirical paper generally poses a research question (sometimes with a hypothesis as to the answer).

Argumentative paper: Thesis statement

The thesis statement expresses the position that the rest of the paper will present evidence and arguments for. It can be presented in one or two sentences, and should state your position clearly and directly, without providing specific arguments for it at this point.

Empirical paper: Research question and hypothesis

The research question is the question you want to answer in an empirical research paper.

Present your research question clearly and directly, with a minimum of discussion at this point. The rest of the paper will be taken up with discussing and investigating this question; here you just need to express it.

A research question can be framed either directly or indirectly.

This study set out to answer the following question: What effects does daily use of Instagram have on the prevalence of body image issues among adolescent girls?
We investigated the effects of daily Instagram use on the prevalence of body image issues among adolescent girls.

If your research involved testing hypotheses , these should be stated along with your research question. They are usually presented in the past tense, since the hypothesis will already have been tested by the time you are writing up your paper.

For example, the following hypothesis might respond to the research question above:

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The final part of the introduction is often dedicated to a brief overview of the rest of the paper.

In a paper structured using the standard scientific “introduction, methods, results, discussion” format, this isn’t always necessary. But if your paper is structured in a less predictable way, it’s important to describe the shape of it for the reader.

If included, the overview should be concise, direct, and written in the present tense.

This paper will first discuss several examples of survey-based research into adolescent social media use, then will go on to …
This paper first discusses several examples of survey-based research into adolescent social media use, then goes on to …

Full examples of research paper introductions are shown in the tabs below: one for an argumentative paper, the other for an empirical paper.

Argumentative paper
Empirical paper

Are cows responsible for climate change? A recent study (RIVM, 2019) shows that cattle farmers account for two thirds of agricultural nitrogen emissions in the Netherlands. These emissions result from nitrogen in manure, which can degrade into ammonia and enter the atmosphere. The study’s calculations show that agriculture is the main source of nitrogen pollution, accounting for 46% of the country’s total emissions. By comparison, road traffic and households are responsible for 6.1% each, the industrial sector for 1%. While efforts are being made to mitigate these emissions, policymakers are reluctant to reckon with the scale of the problem. The approach presented here is a radical one, but commensurate with the issue. This paper argues that the Dutch government must stimulate and subsidize livestock farmers, especially cattle farmers, to transition to sustainable vegetable farming. It first establishes the inadequacy of current mitigation measures, then discusses the various advantages of the results proposed, and finally addresses potential objections to the plan on economic grounds.

The rise of social media has been accompanied by a sharp increase in the prevalence of body image issues among women and girls. This correlation has received significant academic attention: Various empirical studies have been conducted into Facebook usage among adolescent girls (Tiggermann & Slater, 2013; Meier & Gray, 2014). These studies have consistently found that the visual and interactive aspects of the platform have the greatest influence on body image issues. Despite this, highly visual social media (HVSM) such as Instagram have yet to be robustly researched. This paper sets out to address this research gap. We investigated the effects of daily Instagram use on the prevalence of body image issues among adolescent girls. It was hypothesized that daily Instagram use would be associated with an increase in body image concerns and a decrease in self-esteem ratings.

The introduction of a research paper includes several key elements:

A hook to catch the reader’s interest
Relevant background on the topic
Details of your research problem

and your problem statement

A thesis statement or research question
Sometimes an overview of the paper

Don’t feel that you have to write the introduction first. The introduction is often one of the last parts of the research paper you’ll write, along with the conclusion.

This is because it can be easier to introduce your paper once you’ve already written the body ; you may not have the clearest idea of your arguments until you’ve written them, and things can change during the writing process .

The way you present your research problem in your introduction varies depending on the nature of your research paper . A research paper that presents a sustained argument will usually encapsulate this argument in a thesis statement .

A research paper designed to present the results of empirical research tends to present a research question that it seeks to answer. It may also include a hypothesis —a prediction that will be confirmed or disproved by your research.

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Cultural Issues and the 2024 Election

Immigration, gender identity, racial diversity and views of a changing society

Table of contents.

Voters’ views about race and society, the impact of the legacy of slavery
Most voters, but not all, view the nation’s diversity as a strength
How should the country handle undocumented immigrants currently in the U.S.?
Attitudes toward hearing other languages in public places
Biden and Trump supporters’ views about discussing America’s historical successes, failures
How does the U.S. compare with other countries?
Views of women’s progress
How much of a priority should marriage and children be?
Abortion, IVF access and birth control
Views of gender identity
Voters’ attitudes toward use of gender-neutral pronouns
Societal impact of more social acceptance of lesbian, gay, bisexual people
Religion and government policy
How much influence should the Bible have on the nation’s laws, if any?
Views on the federal government’s role in promoting Christian values
Most voters say it is not necessary to believe in God to be moral
Is the justice system too tough on criminals, or not tough enough?
Policing and law enforcement
How Trump, Biden supporters view gun rights and ownership
Views on the increasing number of guns in the U.S.
Acknowledgments
The American Trends Panel survey methodology

Pew Research Center conducted this study to understand voters’ political values related to cultural issues in the context of the 2024 election. For this analysis, we surveyed 8,709 adults, including 7,166 registered voters, from April 8 to 14, 2024. Everyone who took part in this survey is a member of the Center’s American Trends Panel (ATP), an online survey panel that is recruited through national, random sampling of residential addresses. This way nearly all U.S. adults have a chance of selection. The survey is weighted to be representative of the U.S. adult population by gender, race, ethnicity, partisan affiliation, education and other categories. Read more about the ATP’s methodology .

Here are the questions used for the report and its methodology .

The 2024 presidential campaign is taking place amid intense debates over such topics as immigration, growing racial and ethnic diversity in the United States, the changing American family, crime and reproductive issues.

Chart shows Wide differences between Biden and Trump supporters on key cultural issues in the presidential campaign

These topics sometimes are grouped together as “culture war” or “woke” issues.

On most – but not all – of these topics, voters who support President Joe Biden and former President Donald Trump have starkly different opinions. Yet in many cases, Biden and Trump supporters are themselves sharply divided.

Across more than 30 measures, some of the widest differences are on issues that have divided Americans for decades: the role of guns in society, as well as race and the legacy of slavery.

Yet, Biden and Trump supporters also have very different opinions across many other topics likely to be focal points in the campaign: gender identity and sexual orientation, crime and policing, reproductive issues, the influence of religion on society and the changes that have transformed life in the U.S. in recent decades.

A new survey by Pew Research Center of 8,709 adults – including 7,166 registered voters – conducted April 8-14, 2024, examines the political values of the Biden and Trump coalitions that underlie policy attitudes in many of these areas.

Among the major findings:

Enduring divisions on race and the legacy of slavery. Just 27% of registered voters who support Trump say the legacy of slavery affects the position of Black people in America today a great deal or fair amount; 73% say it has little or no impact.

Opinions among Biden supporters are nearly the opposite: 79% say slavery’s legacy still affects the position of Black people, while 20% say it has not too much or no effect.

Wide gaps on gender identity and same-sex marriage. While Americans have complex opinions on gender identity and transgender rights , a growing share of voters (65%) say that whether a person is a man or woman is determined by the sex they were assigned at birth. About a third (34%) say someone can be a man or woman, even if that differs from their sex at birth.

Nearly all Trump supporters (90%) say gender is determined by sex at birth. By contrast, Biden supporters are more divided. About six-in-ten (59%) say gender can be different from sex at birth; 39% say gender is determined by sex at birth.
Nearly a decade after the Supreme Court legalized same-sex marriage , Biden and Trump supporters have starkly different views of the impact of that historic ruling. Biden supporters are about five times as likely (57%) as Trump supporters (11%) to say legalization of same-sex marriage is good for society.

Chart shows Sharp divide between Biden and Trump supporters over the need to deport undocumented immigrants in the U.S.

Most Trump voters now favor a “national effort to deport” all those in the U.S. illegally. Opposition to allowing undocumented immigrants to stay in the country legally if they meet certain requirements has risen in recent years, driven largely by Republican and Republican-leaning registered voters.

Nearly two-thirds of Trump backers (63%) support a national effort to deport all those in the country illegally, compared with just 11% of Biden supporters.

Chart shows How Biden and Trump supporters view legal abortion, access to contraception

Divided views of the criminal justice system. A majority of voters (61%) say the criminal justice system is generally “not tough enough on criminals.” Just 13% say the system is too tough, while 25% say it treats criminals about right.

Trump supporters (81%) are about twice as likely as Biden supporters (40%) to say the criminal justice system is not tough enough on criminals.
Yet, there are much narrower differences in several priorities for the police and law enforcement: Overwhelming majorities of Biden and Trump supporters say it is extremely or very important for police and law enforcement to keep communities safe and to treat people of all racial and ethnic groups equally.

The changing American family. The structure of American family is very different than it was 40 or 50 years ago . Biden and Trump supporters view these changes very differently:

Roughly three times as many Trump supporters as Biden supporters say society is better if people prioritize marriage and family (59% vs. 19%).
And Trump supporters are far more likely to take a negative view of the nation’s falling birth rate: 47% say people having fewer children is a bad thing, compared with 23% of Biden supporters.

Divisions on abortion, more agreement on availability of contraceptives. Since the Supreme Court’s 2022 decision overturning Roe v. Wade, which guaranteed a right to abortion, support for legal abortion has ticked up in both parties.

Today, 88% of Biden supporters say abortion should be legal in all or most cases; 38% of Trump supporters say the same.

By contrast, voters – including large majorities of both candidates’ supporters – overwhelmingly say the wide availability of birth control pills, condoms and other forms of contraception is good for society.

Broad support among voters for discussing America’s historical successes – and its flaws. The survey finds that while Biden and Trump supporters have profoundly different attitudes on many cultural issues, they mostly support the discussion of America’s historical successes, as well as its flaws.

Nearly identical shares of Biden (74%) and Trump supporters (71%) say it is extremely or very important to have public discussions about the country’s historical successes and strengths.
78% of Biden supporters and 60% of Trump supporters say it is at least very important to have public discussions about the country’s failures and flaws.

Chart shows Most Biden and Trump supporters express positive views of more people openly discussing mental health

Voters are very positive about more open discussions of mental health. More than eight-in-ten voters (87%) say that more people openly discussing mental health and well-being is good for society. This includes large majorities of both Biden (94% good thing) and Trump supporters (79%).

Related: Who do Americans feel comfortable talking to about their mental health?

There is broad skepticism about the increased use of artificial intelligence (AI) in daily life. More than half of voters (55%) say this is bad for society, while 21% see this as a good thing (24% say it is neither good nor bad). There are only modest differences in these views between Trump supporters (59% say this is bad for society) and Biden supporters (51%).

Related: Growing public concern about the role of artificial intelligence in everyday life

Voters’ comfort level with some common – and less common – experiences

To some extent, voters’ political values are reflected in whether or not they’re comfortable with fairly common experiences.

Chart shows Voters’ comfort level with some common experiences, including prayer and pronouns

A large share of voters (80%), including sizable majorities of Biden and Trump supporters, say they are comfortable with someone they don’t know saying they will keep them in their prayers.

Most women in opposite-sex marriages continue to take their husbands’ last names when they marry. Still, three-quarters of voters say they are comfortable with women not taking their husbands names.

Trump supporters are less comfortable than Biden supporters with women not taking their husbands’ last names. And among men who support the former president, 44% are uncomfortable with this practice, compared with 29% of women who support Trump.

There is a wider gap between Biden and Trump voters in comfort with people speaking a language other than English in public places in their communities. More than eight-in-ten Biden supporters (83%) are comfortable hearing languages other than English, compared with a narrow majority of Trump supporters (54%).

And, reflecting the wide divide between the two sides in opinions on transgender issues, just 20% of Trump supporters say they are comfortable with someone using “they/them” instead of “he” or “she” to describe themselves. More than three times as many Biden supporters (66%) – including 79% of Biden supporters under age 50 – say they are comfortable with the use of these gender-neutral pronouns.

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More than half of Americans are following election news closely, and many are already worn out

Americans have mixed views about how the news media cover biden’s, trump’s ages, an early look at black voters’ views on biden, trump and election 2024, voters’ views of trump and biden differ sharply by religion, in tight presidential race, voters are broadly critical of both biden and trump, most popular, report materials.

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ABOUT PEW RESEARCH CENTER Pew Research Center is a nonpartisan fact tank that informs the public about the issues, attitudes and trends shaping the world. It conducts public opinion polling, demographic research, media content analysis and other empirical social science research. Pew Research Center does not take policy positions. It is a subsidiary of The Pew Charitable Trusts .

Taiwan’s dominance of the chip industry makes it more important

No industry matters more to taiwan than chipmaking.

A staff walks in the lobby of the headquarter of Taiwan Semiconductor Manufacturing Co Ltd (TSMC) in Hsinchu, Taiwan, February 16, 2023

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T hey are the chips that power everything from mobile phones to electric cars—and they make up 15% of Taiwan’s GDP . Taiwan produces over 60% of the world’s semiconductors and over 90% of the most advanced ones. Most are manufactured by a single company, Taiwan Semiconductor Manufacturing Corporation ( TSMC ). Until now, the most advanced have been made only in Taiwan.

The semiconductor industry is called Taiwan’s “silicon shield”, giving the world a big reason to defend the island. Yet chips are the industry most affected by the split between America and China. Parts of the shield are now moving abroad. In December TSMC held a ceremony to mark the start of a chip plant (or “fab”) in Arizona. Joe Biden was there, as were Tim Cook from Apple and TSMC ’s founder, Morris Chang. Mr Chang said TSMC would triple its investment in Arizona to $40bn, open a second fab in 2026 and make three-nanometre chips, now the most advanced, in America. Mr Biden declared that “American manufacturing is back, folks.” Mr Chang more morosely called globalisation and free trade “almost dead”.

The chip industry was built on globalisation, with every part of the supply chain supporting it. TSMC ’s fabs, based on efficiency and high-skilled, long-hour labour, could make chips faster and more accurately than any rival. Experts agree that replicating this supply chain elsewhere would be inefficient. Mr Chang told reporters in November that the cost of making chips in America would be 55% higher. He reportedly told Nancy Pelosi that American efforts to bring the business home were “doomed to fail”. Yet the shift to local supply chains is happening, boosted by covid-19 and the war in Ukraine. Governments want critical tech made in safer places, closer to home. And America and China are competing to control the most sophisticated chips that may prove crucial to the next generation of advanced weapons.

Taiwan is pulled between the two. China has poured $50bn into chipmaking, hoping to meet 70% of domestic demand for chips by 2025. It has also poached Taiwan’s chip engineers, executives and trade secrets. That brain drain has alarmed Taiwan’s government, which has raided Chinese chipmakers and passed new laws against economic espionage. America is also trying to stop China getting advanced chips. It passed the CHIPS and Science Act in August 2022, offering $39bn in subsidies and a 25% tax credit to promote manufacturing at home, as well as $13bn of investment in chip research. In October 2022 it banned the export of advanced chips and chipmaking gear to China.

The interior of TSMC Museum of Innovation in Hsinchu, Taiwan, February 16, 2023

America’s success in bringing TSMC to Arizona sparked alarm in Taiwan. The KMT accused the government of “gifting” TSMC to America. “ TSMC will surely become USMC in the future,” said Tseng Ming-chung, a KMT legislator. Officials say such fears are overblown. TSMC aims to produce 600,000 wafers a year at its American fabs. But its manufacturing capacity is more than 13m wafers a year. It is also building a new fab in Japan and considering one in Europe. “It’s not that Taiwan’s cake is being cut in half. The cake is getting bigger, and we’re giving some of the extra slices to America and Japan,” says Emile Chang from the economic ministry.

The minister of economic affairs, Wang Mei-hua, says TSMC ’s new fabs do not mean a loss of Taiwan’s advantage. The most advanced nodes will still be made in Taiwan, and research will stay. In January Taiwan passed its own chips act, offering tax subsidies worth 25% of research costs. Foreign chipmakers are investing in Taiwan. ASML , a Dutch company that makes advanced lithography machines for cutting-edge chips, is opening its sixth factory in Taipei in 2023. Micron and Applied Materials, two American semiconductor firms, are expanding in Taiwan.

None of this changes the fact that “friend-shoring” semiconductor making will involve inefficiencies. But this is the reality of a world reshaping itself around geopolitical risk. ■

Photos: I-Hwa ChenG

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This article appeared in the Special report section of the print edition under the headline “Chips with everything”

From the March 11th 2023 edition

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