essay research report difference

Reports and essays: key differences

Know what to expect

Explore the main differences between reports and essays and how to write for your assignments

You'll complete assignments with different requirements throughout your degree, so it's important to understand what you need to do for each of them. Here we explore the key differences between reports and essays. 

This page describes general features of academic reports and essays. Depending on your subject you may use all of these features, a selection of them, or you may have additional requirements. 

There is no single right way to write a report or essay, but they are different assignments. At a glance: 

• Reports depend heavily on your subject and the type of report.
• Essays usually have specific content and a planned structure with a focus on sense and flow. You subject might need different types of information in your introduction –  some disciplines include a short background and context here, while others begin their discussion, discuss their resources or briefly signpost the topic.

Differences between reports and essays

This table compares reports and essays and provides an outline of the standard structure for each. Your assignment will also depend on your discipline, the purpose of your work, and your audience – so you should check what you need to do in your course and module handbooks, instructions from your lecturer, and your subject conventions.

Table adapted from Cottrell, 2003, p. 209.

The structure of reports

Most reports use an IMRaD structure: Introduction, Methods, Results and Discussion.

Below are some common sections that also appear in reports. Some sections include alternative headings.

1. Table of contents

Your contents shows the number of each report section, its title, page number and any sub-sections. Sub-section numbers and details start under the section title, not the margin or the number.

2. Abstract or Executive summary

This brief summary of the report is usually the last thing you write.

3. Introduction

Your introduction describes the purpose of the report, explains why it necessary or useful, and sets out its precise aims and objectives.

4. Literature review

This describes current research and thinking about the problem or research question, and is often incorporated into the introduction.

5. Methods or Methodology

This describes and justifies the methods or processes used to collect your data.

6. Results or Findings

This section presents the results (or processed data) from the research and may consist of mainly tables, charts and or diagrams.

7. Discussion, or Analysis, or Interpretation

This section analyses the results and evaluates the research carried out.

8. Conclusion

The conclusion summarises the report and usually revisits the aims and objectives.

9. Recommendations

In this section the writer uses the results and conclusions from the report to make practical suggestions about a problem or issue. This may not be required.

10. Appendices

You can include raw data or materials that your report refers to in the appendix, if you need to. The data is often presented as charts, diagrams and tables. Each item should be numbered : for example, write Table 1 and its title; Table 2 and its title, and so on as needed.

Structure of essays

Introduction.

Your essay introduction contextualises and gives background information about the topic or questions being discussed, and sets out what the essay is going to cover.

Your essay body is divided into paragraphs. These paragraphs help make a continuous, flowing text.

The conclusion summarises the main points made in the essay. Avoid introducing new information in your conclusion.

Bibliography or Reference list

This is a list of the resources you've used in your essay. This is usually presented alphabetically by authors’ surname.

Reference for the Table of Distinctions above: 

Cottrell, S. (2003).  The Study Skills Handbook  (2nd ed.). Basingstoke: Palgrave.

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Key features of academic reports

Basic essay structure

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Essay vs Research Paper: Key Disparities

Table of contents

• 1.1 What Is an Essay?
• 1.2 What Is a Research Paper?
• 2.1 Purpose and Objective
• 2.2 Structure and Organization
• 2.3 Length and Depth
• 2.4 Sources and Evidence
• 2.5 Voice and Style
• 2.6 Audience and Presentation
• 3 Essay vs Research Paper: 10 Points of Difference
• 4 What Is the Difference Between Research Paper and Different Types of Papers
• 5 Let’s Sum Up

Every student needs to write some academic papers for the university. However, even young people with experience can't determine the difference between an essay and a research paper. Although these two areas of academic writing have many similarities, the requirements are still significantly different.

• In this article, you will get a clear definition of an essay and research paper.
• We will outline the key differences between these two types of academic writing.
• You will learn more about the organization, structure, essay and research paper requirements.
• Finally, you will be able to tell the difference between a research paper and an essay.

To get to the heart of the matter of these two academic assignments, we should start by getting an essay vs research paper definition.

Definition and Overview

What is an essay.

An essay is a short piece of work, the purpose of which is to present individual thoughts regarding a chosen topic. Often, essays do not pretend to be scientific but require a defined structure. The basic requirements for an essay suggest writing a five-paragraph piece that contains an introduction, a body, and a conclusion.

What makes your essay unique is your creativity and the novelty of your ideas. To easily structure your thoughts and present them clearly to the reader, you should devote time to drafting an essay . Before you start writing your essay, brainstorm the freshest ideas. Thus, even though all your classmates will use the same five-paragraph structure as you, your ideas will impress the teacher. Experiment with meaning, not form.

What Is a Research Paper?

The difference between an essay and a research paper revolves around the academic approaches. Research work is the depth of study of a selected scientific topic, which should bring scientific novelty by drawing conclusions based on existing research and experiments conducted. For students, it’s not enough to state the facts or express their point of view regarding the topic. Your task is to comprehensively study the subject of research, familiarize yourself with existing opinions, and outline the direction of the upcoming study.

Your teacher will expect you to demonstrate analytical skills, the ability to select reliable sources, and a broad theoretical base on your research topic. Research papers require creativity, erudition, and orientation in the topic.

Key Differences Between Essay and Research Paper

The central difference is the goal of these academic assignments. The essay aims to express an individual point of view and find a creative, fresh approach to an existing topic. A good research paper seeks to introduce scientific novelty by examining existing data and conducting new experiments to analyze the information obtained.

Purpose and Objective

The first and main difference between an essay and a research paper is the purpose of writing . An essay as an academic task has the goal of developing students' creative thinking. It also teaches us a structured presentation of thoughts regarding a certain topic. The student is required to have a non-standard approach, fresh thoughts, and reasoned conclusions on the given topic.

The purpose of the research work is to study a scientific topic in detail. This academic assignment is aimed at assessing the student’s analytical abilities and competence to determine cause-and-effect relationships, filter sources, and formulate logical conclusions. Such work requires theoretical knowledge, preliminary study of existing scientific works, and the ability to formulate goals and research methods.

Moreover, a student is supposed to show the capacity to draw comprehensive conclusions based on available data and information obtained during independent research. This task may seem complicated to students, so they opt for resorting to the help of PapersOwl writing service to save time.

Structure and Organization

To start with, the basic structure of any college essay involves a text consisting of five paragraphs, divided into three main factions: introduction, body part, and conclusion. When students lack time to compose a nicely structured academic essay, they can always pay to write a research paper and have their tasks done by a professional. The introduction presents the topic, sets the main direction for further text, and also works as a bait to motivate the reader to study further work. The introduction is followed by three body paragraphs. Each of the three body paragraphs presents a separate idea.

The last paragraph of any essay is a conclusion. In this paragraph, the college or university student must resume the arguments and ideas presented in the text, summarizing them into the main message of the essay. Often, the idea that you present in your conclusions will be most memorable to the reader.

Consequently, let’s overview the structure of a research paper. Compared to the structure of an essay, the organization of a research paper is much more ornate. This type of work requires a title page and abstract that go before the main body of text. On the title page, the student describes his topic of work, as well as gives contact details. An abstract is a short description of the main ideas and research methods of your work. The research work itself consists of an introduction, background, main part, and conclusions. Also, at the very end, they often add acknowledgments and a list of references, which must be formatted following the required international format.

Length and Depth

The length and depth of analysis between these two academic assignments also differ significantly. As for the essay, it is often a short prose piece whose length does not exceed 1000 words. You are faced with the task of fitting a large array of ideas into a small amount of text. The essay format itself rarely requires rigorous and thorough research of the topic, but you should work on creativity and the presence of a message in your essay. Most academic papers fall in the 300 to 600-word range.

On the other hand, a research paper is a scientific project that includes many theoretical aspects that require analysis and clarification. Thus, the volume is significantly bigger. Basic research paper lengths range from 4,000 to 6,000 words. In this case, you will no doubt have to conduct a comprehensive analysis of the selected sources, formulate a research vector, and spend time conducting your experiments, or ask PapersOwl to do a research paper for you . A research paper is a scientific project that includes many theoretical aspects that require analysis and clarification.

Sources and Evidence

The presence of theoretical sources and references is not a mandatory requirement for an essay. You can state your own thoughts on a given topic without resorting to the help of existing sources. Present your ideas on the topic, giving arguments that seem logical to you. If you do decide to base your paper on existing works, you must be sure to indicate where the information was taken from. And yet, the teacher needs to see your own thoughts rather than a dry listing of existing ideas.

Unlike an essay, a quality research paper must include primary and secondary sources, as well as a specific citation format. Surely, you are not the first person to study this scientific topic. In order not to repeat existing thoughts, you need to conduct a search to form a reliable basis for your study. If you skip this step, you risk basing your paper on misleading scientific findings.

Voice and Style

The very specificity of the essay as an academic paper is the subjective presentation of information. A large percentage of your essay should consist of your perspective and vision of the chosen topic. For this reason, essays often use a less formal and more subjective tone. However, you can still use a large amount of colloquial vocabulary, completely disregarding the norms of formal style. Students often have trouble figuring out the right style for their university assignments. In such cases, a reasonable solution is to seek help from a specialist. When you buy custom-written essays from PapersOwl, you’ll always get a perfectly balanced academic paper.

On the other hand, a research paper is a serious scientific work. The student must maintain a formal tone while complying with all structural requirements. Also, in investigative work, there is little room for subjectivity and a personal approach since an objective style is required. At the same time, do not oversaturate your research work with formalism and standard clichés.

Audience and Presentation

The essay format can be used both in the educational process and in an independent literary style. Therefore, the audience for such a written assignment can be wide and varied. When you’re writing an essay, make sure it’s understandable in academia and for a wide audience.

Research work, on the contrary, is aimed at a range of professionals in the chosen field. Written in scientific language, the goal of this work is to attract the attention of scientists and students of certain majors. Your scientific work should be rich in theory and related terms.

Essay vs Research Paper: 10 Points of Difference

As you may have noticed, research papers and essays have many differences, both global and specific. These two types of academic assignments differ in the purpose of writing, have different structures and formats, and are aimed at testing different skills. And yet, every day, students face difficulties in understanding the basic requirements, which leads to incorrect execution of the task. To summarize the main differences, let's look at the table below.

What Is the Difference Between Research Paper and Different Types of Papers

There are many types of papers, each focusing on different topics, serving different purposes, and requiring a specific structure. Those are different types of essays that share a common ground but differ in the way they present information and arguments.

Analytical paper. The purpose of such an essay is an in-depth analysis of the chosen topic, studying different approaches and points of view, and formulating one’s own conclusions based on the information studied and scientific evidence.

Argumentative paper. This type of essay takes as a basis an ambiguous topic; the author must take a certain position and provide a number of arguments.

Informative paper. It has an informative purpose — a presentation of information to the reader, preceded by careful analysis and selection of data.

Persuasive paper . The purpose of this paper is to present convincing arguments, using chosen writing techniques, confirming the author’s position regarding the selected scientific topic.

To get a high grade, you need to understand the requirements of academic requirements. No matter how informatively rich your work is, if it does not meet the requirements, it cannot be highly appreciated. Each type of academic assignment has its own clearly defined, unique format. It’s necessary to know the difference between a research paper vs argumentative essay so as not to get confused while completing a college assignment. So before you start writing an assignment, make sure you understand the type of academic writing required of you.

Let’s Sum Up

Research papers and essays are aimed at testing various skills of the student, following different structures, and having several requirements. An essay is a more creative writing task, which involves showing originality and expressing a personal opinion on a certain topic. At the same time, a research paper is a type of scientific writing that adheres to a strict structure and uses a formal tone. Understanding the main differences will make your writing process easier, saving you time researching the requirements. Remember that knowing the essence of the assignment is a key factor in writing a decent paper.

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What is the Difference Between Essays and Reports?

Published by Alaxendra Bets at August 19th, 2021 , Revised On August 23, 2023

What is the difference between essays and reports? Report writing is a specialised skill that your academic tutor would like you to develop.

Whether you are writing a report in university or business, report writing skills are equally important to get your message across to the readers effectively.

Generally, your academic tutor decides what form of writing you must undertake and will provide the layout requirements in the assignment brief.

However, as you move towards university-level study, you will have the freedom of choice to decide what form of writing you must undertake to address the problem question .

This means that you will need a critical evaluation of what form of writing will be the most appropriate for you, considering a given academic assignment’s requirements.

Whether you are a student or a professional, it is important to understand the key differences between an  essay and a report to work out why you should prefer one form of writing over the other.

This article lists the most notable differences between a report and an essay, so whenever you are unsure about which form of writing is the most suitable, you will know exactly what decision is right or wrong.

Difference Between Essays and Reports – Purpose

Purpose of a report.

Typically you will be  asked to write a report  if you must present an  analysis of practical research results. All reports start with the topic background, research aim, and objectives to provide details of what your work will examine.

You may also include a  hypothesis  in your report if you are testing a proposition with your research. Depending on your topic’s nature and the report writing guidelines laid out by your tutor, you may also have to include a separate section for future recommendations in your report.

Purpose of an Essay

On the other hand, Essays find answers to a question using the researcher’s own critical evaluation of the existing theories. An essay does not directly include any practical research because it only uses the existing literature material.

Difference Between Essays and Reports – Content

The report starts with introducing the topic and lists the aim and objectives your practical research will address.

It quickly moves to report chronological actions such as gathering data and presenting findings from primary research activities and laboratory experiments before the writer finally provides an assessment of the results in the conclusion  and recommendations for future sections.

The  content of an essay  depends on the  essay question  you need to answer. Whether your essay must be evaluative,  argumentative ,  narrative , discursive, or descriptive  will be determined by the nature of your essay question.

However, in general, all essays involve a synthesis of knowledge obtained from existing literature on the given question and the writer’s personal arguments and opinions based on the evidence collected during research.

Whether you have been asked to write an essay or a report, ResearchProspect writers can help you achieve the highest academic grade. We have a large team of academic writers who can meet every bit of your requirements regardless of your academic level and the academic subject.

Difference Between Essays and Reports – Formatting

A report and an essay format are similar as both include an  introduction ,  main body , and  conclusion sections. Reports include methodology and analysis in the main body and have a fixed structure.

It is recommended to check your school’s formatting guidelines if you are unsure how to format your report. Further, you can get our professional report writing service that will help you achieve your desired grades.

If you are writing an essay, the essay question’s critical evaluation will determine the  structure you must follow in your essay.

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Difference Between Essays and Reports in a Table

Despite describing these differences, it may not be easy to distinguish between an essay and a report. For example , in some academic disciplines, essays are structured like reports, with headings separating the different parts of an essay. The best practice regarding the style and format suitable to your academic discipline would be to consult your academic tutor.

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Frequently Asked Questions

How do you differentiate between an essay or a report.

An essay is a concise piece of writing that presents an argument, opinion, or analysis with a clear introduction, body, and conclusion. A report is a structured document that conveys information, often including data, findings, and recommendations, typically with headings, sections, and sometimes visual aids.

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Home » Research Report – Example, Writing Guide and Types

Research Report – Example, Writing Guide and Types

Table of Contents

Research Report

Definition:

Research Report is a written document that presents the results of a research project or study, including the research question, methodology, results, and conclusions, in a clear and objective manner.

The purpose of a research report is to communicate the findings of the research to the intended audience, which could be other researchers, stakeholders, or the general public.

Components of Research Report

Components of Research Report are as follows:

Introduction

The introduction sets the stage for the research report and provides a brief overview of the research question or problem being investigated. It should include a clear statement of the purpose of the study and its significance or relevance to the field of research. It may also provide background information or a literature review to help contextualize the research.

Literature Review

The literature review provides a critical analysis and synthesis of the existing research and scholarship relevant to the research question or problem. It should identify the gaps, inconsistencies, and contradictions in the literature and show how the current study addresses these issues. The literature review also establishes the theoretical framework or conceptual model that guides the research.

Methodology

The methodology section describes the research design, methods, and procedures used to collect and analyze data. It should include information on the sample or participants, data collection instruments, data collection procedures, and data analysis techniques. The methodology should be clear and detailed enough to allow other researchers to replicate the study.

The results section presents the findings of the study in a clear and objective manner. It should provide a detailed description of the data and statistics used to answer the research question or test the hypothesis. Tables, graphs, and figures may be included to help visualize the data and illustrate the key findings.

The discussion section interprets the results of the study and explains their significance or relevance to the research question or problem. It should also compare the current findings with those of previous studies and identify the implications for future research or practice. The discussion should be based on the results presented in the previous section and should avoid speculation or unfounded conclusions.

The conclusion summarizes the key findings of the study and restates the main argument or thesis presented in the introduction. It should also provide a brief overview of the contributions of the study to the field of research and the implications for practice or policy.

The references section lists all the sources cited in the research report, following a specific citation style, such as APA or MLA.

The appendices section includes any additional material, such as data tables, figures, or instruments used in the study, that could not be included in the main text due to space limitations.

Types of Research Report

Types of Research Report are as follows:

Thesis is a type of research report. A thesis is a long-form research document that presents the findings and conclusions of an original research study conducted by a student as part of a graduate or postgraduate program. It is typically written by a student pursuing a higher degree, such as a Master’s or Doctoral degree, although it can also be written by researchers or scholars in other fields.

Research Paper

Research paper is a type of research report. A research paper is a document that presents the results of a research study or investigation. Research papers can be written in a variety of fields, including science, social science, humanities, and business. They typically follow a standard format that includes an introduction, literature review, methodology, results, discussion, and conclusion sections.

Technical Report

A technical report is a detailed report that provides information about a specific technical or scientific problem or project. Technical reports are often used in engineering, science, and other technical fields to document research and development work.

Progress Report

A progress report provides an update on the progress of a research project or program over a specific period of time. Progress reports are typically used to communicate the status of a project to stakeholders, funders, or project managers.

Feasibility Report

A feasibility report assesses the feasibility of a proposed project or plan, providing an analysis of the potential risks, benefits, and costs associated with the project. Feasibility reports are often used in business, engineering, and other fields to determine the viability of a project before it is undertaken.

Field Report

A field report documents observations and findings from fieldwork, which is research conducted in the natural environment or setting. Field reports are often used in anthropology, ecology, and other social and natural sciences.

Experimental Report

An experimental report documents the results of a scientific experiment, including the hypothesis, methods, results, and conclusions. Experimental reports are often used in biology, chemistry, and other sciences to communicate the results of laboratory experiments.

Case Study Report

A case study report provides an in-depth analysis of a specific case or situation, often used in psychology, social work, and other fields to document and understand complex cases or phenomena.

Literature Review Report

A literature review report synthesizes and summarizes existing research on a specific topic, providing an overview of the current state of knowledge on the subject. Literature review reports are often used in social sciences, education, and other fields to identify gaps in the literature and guide future research.

Research Report Example

Following is a Research Report Example sample for Students:

Title: The Impact of Social Media on Academic Performance among High School Students

This study aims to investigate the relationship between social media use and academic performance among high school students. The study utilized a quantitative research design, which involved a survey questionnaire administered to a sample of 200 high school students. The findings indicate that there is a negative correlation between social media use and academic performance, suggesting that excessive social media use can lead to poor academic performance among high school students. The results of this study have important implications for educators, parents, and policymakers, as they highlight the need for strategies that can help students balance their social media use and academic responsibilities.

Introduction:

Social media has become an integral part of the lives of high school students. With the widespread use of social media platforms such as Facebook, Twitter, Instagram, and Snapchat, students can connect with friends, share photos and videos, and engage in discussions on a range of topics. While social media offers many benefits, concerns have been raised about its impact on academic performance. Many studies have found a negative correlation between social media use and academic performance among high school students (Kirschner & Karpinski, 2010; Paul, Baker, & Cochran, 2012).

Given the growing importance of social media in the lives of high school students, it is important to investigate its impact on academic performance. This study aims to address this gap by examining the relationship between social media use and academic performance among high school students.

Methodology:

The study utilized a quantitative research design, which involved a survey questionnaire administered to a sample of 200 high school students. The questionnaire was developed based on previous studies and was designed to measure the frequency and duration of social media use, as well as academic performance.

The participants were selected using a convenience sampling technique, and the survey questionnaire was distributed in the classroom during regular school hours. The data collected were analyzed using descriptive statistics and correlation analysis.

The findings indicate that the majority of high school students use social media platforms on a daily basis, with Facebook being the most popular platform. The results also show a negative correlation between social media use and academic performance, suggesting that excessive social media use can lead to poor academic performance among high school students.

Discussion:

The results of this study have important implications for educators, parents, and policymakers. The negative correlation between social media use and academic performance suggests that strategies should be put in place to help students balance their social media use and academic responsibilities. For example, educators could incorporate social media into their teaching strategies to engage students and enhance learning. Parents could limit their children’s social media use and encourage them to prioritize their academic responsibilities. Policymakers could develop guidelines and policies to regulate social media use among high school students.

Conclusion:

In conclusion, this study provides evidence of the negative impact of social media on academic performance among high school students. The findings highlight the need for strategies that can help students balance their social media use and academic responsibilities. Further research is needed to explore the specific mechanisms by which social media use affects academic performance and to develop effective strategies for addressing this issue.

Limitations:

One limitation of this study is the use of convenience sampling, which limits the generalizability of the findings to other populations. Future studies should use random sampling techniques to increase the representativeness of the sample. Another limitation is the use of self-reported measures, which may be subject to social desirability bias. Future studies could use objective measures of social media use and academic performance, such as tracking software and school records.

Implications:

The findings of this study have important implications for educators, parents, and policymakers. Educators could incorporate social media into their teaching strategies to engage students and enhance learning. For example, teachers could use social media platforms to share relevant educational resources and facilitate online discussions. Parents could limit their children’s social media use and encourage them to prioritize their academic responsibilities. They could also engage in open communication with their children to understand their social media use and its impact on their academic performance. Policymakers could develop guidelines and policies to regulate social media use among high school students. For example, schools could implement social media policies that restrict access during class time and encourage responsible use.

References:

• Kirschner, P. A., & Karpinski, A. C. (2010). Facebook® and academic performance. Computers in Human Behavior, 26(6), 1237-1245.
• Paul, J. A., Baker, H. M., & Cochran, J. D. (2012). Effect of online social networking on student academic performance. Journal of the Research Center for Educational Technology, 8(1), 1-19.
• Pantic, I. (2014). Online social networking and mental health. Cyberpsychology, Behavior, and Social Networking, 17(10), 652-657.
• Rosen, L. D., Carrier, L. M., & Cheever, N. A. (2013). Facebook and texting made me do it: Media-induced task-switching while studying. Computers in Human Behavior, 29(3), 948-958.

Note*: Above mention, Example is just a sample for the students’ guide. Do not directly copy and paste as your College or University assignment. Kindly do some research and Write your own.

Applications of Research Report

Research reports have many applications, including:

• Communicating research findings: The primary application of a research report is to communicate the results of a study to other researchers, stakeholders, or the general public. The report serves as a way to share new knowledge, insights, and discoveries with others in the field.
• Informing policy and practice : Research reports can inform policy and practice by providing evidence-based recommendations for decision-makers. For example, a research report on the effectiveness of a new drug could inform regulatory agencies in their decision-making process.
• Supporting further research: Research reports can provide a foundation for further research in a particular area. Other researchers may use the findings and methodology of a report to develop new research questions or to build on existing research.
• Evaluating programs and interventions : Research reports can be used to evaluate the effectiveness of programs and interventions in achieving their intended outcomes. For example, a research report on a new educational program could provide evidence of its impact on student performance.
• Demonstrating impact : Research reports can be used to demonstrate the impact of research funding or to evaluate the success of research projects. By presenting the findings and outcomes of a study, research reports can show the value of research to funders and stakeholders.
• Enhancing professional development : Research reports can be used to enhance professional development by providing a source of information and learning for researchers and practitioners in a particular field. For example, a research report on a new teaching methodology could provide insights and ideas for educators to incorporate into their own practice.

How to write Research Report

Here are some steps you can follow to write a research report:

• Identify the research question: The first step in writing a research report is to identify your research question. This will help you focus your research and organize your findings.
• Conduct research : Once you have identified your research question, you will need to conduct research to gather relevant data and information. This can involve conducting experiments, reviewing literature, or analyzing data.
• Organize your findings: Once you have gathered all of your data, you will need to organize your findings in a way that is clear and understandable. This can involve creating tables, graphs, or charts to illustrate your results.
• Write the report: Once you have organized your findings, you can begin writing the report. Start with an introduction that provides background information and explains the purpose of your research. Next, provide a detailed description of your research methods and findings. Finally, summarize your results and draw conclusions based on your findings.
• Proofread and edit: After you have written your report, be sure to proofread and edit it carefully. Check for grammar and spelling errors, and make sure that your report is well-organized and easy to read.
• Include a reference list: Be sure to include a list of references that you used in your research. This will give credit to your sources and allow readers to further explore the topic if they choose.
• Format your report: Finally, format your report according to the guidelines provided by your instructor or organization. This may include formatting requirements for headings, margins, fonts, and spacing.

Purpose of Research Report

The purpose of a research report is to communicate the results of a research study to a specific audience, such as peers in the same field, stakeholders, or the general public. The report provides a detailed description of the research methods, findings, and conclusions.

Some common purposes of a research report include:

• Sharing knowledge: A research report allows researchers to share their findings and knowledge with others in their field. This helps to advance the field and improve the understanding of a particular topic.
• Identifying trends: A research report can identify trends and patterns in data, which can help guide future research and inform decision-making.
• Addressing problems: A research report can provide insights into problems or issues and suggest solutions or recommendations for addressing them.
• Evaluating programs or interventions : A research report can evaluate the effectiveness of programs or interventions, which can inform decision-making about whether to continue, modify, or discontinue them.
• Meeting regulatory requirements: In some fields, research reports are required to meet regulatory requirements, such as in the case of drug trials or environmental impact studies.

When to Write Research Report

A research report should be written after completing the research study. This includes collecting data, analyzing the results, and drawing conclusions based on the findings. Once the research is complete, the report should be written in a timely manner while the information is still fresh in the researcher’s mind.

In academic settings, research reports are often required as part of coursework or as part of a thesis or dissertation. In this case, the report should be written according to the guidelines provided by the instructor or institution.

In other settings, such as in industry or government, research reports may be required to inform decision-making or to comply with regulatory requirements. In these cases, the report should be written as soon as possible after the research is completed in order to inform decision-making in a timely manner.

Overall, the timing of when to write a research report depends on the purpose of the research, the expectations of the audience, and any regulatory requirements that need to be met. However, it is important to complete the report in a timely manner while the information is still fresh in the researcher’s mind.

Characteristics of Research Report

There are several characteristics of a research report that distinguish it from other types of writing. These characteristics include:

• Objective: A research report should be written in an objective and unbiased manner. It should present the facts and findings of the research study without any personal opinions or biases.
• Systematic: A research report should be written in a systematic manner. It should follow a clear and logical structure, and the information should be presented in a way that is easy to understand and follow.
• Detailed: A research report should be detailed and comprehensive. It should provide a thorough description of the research methods, results, and conclusions.
• Accurate : A research report should be accurate and based on sound research methods. The findings and conclusions should be supported by data and evidence.
• Organized: A research report should be well-organized. It should include headings and subheadings to help the reader navigate the report and understand the main points.
• Clear and concise: A research report should be written in clear and concise language. The information should be presented in a way that is easy to understand, and unnecessary jargon should be avoided.
• Citations and references: A research report should include citations and references to support the findings and conclusions. This helps to give credit to other researchers and to provide readers with the opportunity to further explore the topic.

Advantages of Research Report

Research reports have several advantages, including:

• Communicating research findings: Research reports allow researchers to communicate their findings to a wider audience, including other researchers, stakeholders, and the general public. This helps to disseminate knowledge and advance the understanding of a particular topic.
• Providing evidence for decision-making : Research reports can provide evidence to inform decision-making, such as in the case of policy-making, program planning, or product development. The findings and conclusions can help guide decisions and improve outcomes.
• Supporting further research: Research reports can provide a foundation for further research on a particular topic. Other researchers can build on the findings and conclusions of the report, which can lead to further discoveries and advancements in the field.
• Demonstrating expertise: Research reports can demonstrate the expertise of the researchers and their ability to conduct rigorous and high-quality research. This can be important for securing funding, promotions, and other professional opportunities.
• Meeting regulatory requirements: In some fields, research reports are required to meet regulatory requirements, such as in the case of drug trials or environmental impact studies. Producing a high-quality research report can help ensure compliance with these requirements.

Limitations of Research Report

Despite their advantages, research reports also have some limitations, including:

• Time-consuming: Conducting research and writing a report can be a time-consuming process, particularly for large-scale studies. This can limit the frequency and speed of producing research reports.
• Expensive: Conducting research and producing a report can be expensive, particularly for studies that require specialized equipment, personnel, or data. This can limit the scope and feasibility of some research studies.
• Limited generalizability: Research studies often focus on a specific population or context, which can limit the generalizability of the findings to other populations or contexts.
• Potential bias : Researchers may have biases or conflicts of interest that can influence the findings and conclusions of the research study. Additionally, participants may also have biases or may not be representative of the larger population, which can limit the validity and reliability of the findings.
• Accessibility: Research reports may be written in technical or academic language, which can limit their accessibility to a wider audience. Additionally, some research may be behind paywalls or require specialized access, which can limit the ability of others to read and use the findings.

About the author

Muhammad Hassan

Researcher, Academic Writer, Web developer

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Difference Between Research Paper and Essay

October 23, 2023

Description: Comparison of research papers vs. essays, along with the explanation of the differences and similarities between the two types of academic papers. A short guide to understanding essay writing and research writing with definitions of the terms “essay” and “research paper”.

How Does Research Paper Differ From Essay?

Students often have to deal with two different types of academic writing assignments: an essay and a research paper. Writing essays and research papers can be difficult and confusing due to the many similarities they have. To avoid confusion when writing either of these, it’s important to learn their differences. Understanding the differences between an essay and a research paper is also a great way to improve your academic writing skills. This article aims to help you understand the key differences between essay and research paper writing assignments when you come across them. We’ll study their features, look for relevant academic terminology, and learn what differentiates them. To get to the bottom of the difference between these two academic assignments, we should first define essay vs research paper.

What is an Essay?

An essay is a short piece of writing that aims to express personal views on a particular topic. It should have at least three pieces of evidence to back up the argument. Essays are typically shorter in length and less complex than research writing. At the same time, essay writing has its own specifics, so using expert proofreading services is a good idea if you aren’t confident in your skills. It’s likely that you’ll write your first essay and research paper when in high school or college. Then arises the question, “Who will write my paper for me ?” A good essay should always have a creative component, so having good writing skills is a must. Essays often aren’t as scientific as research papers, yet they nevertheless need a clear structure. The basic essay writing guidelines recommend following a five-paragraph structure with an introduction, a body, and a conclusion.

What is a Research Paper?

A research paper is the in-depth study of a chosen scientific topic that aims to generate new scientific findings based on previous studies and experiments. It isn’t enough for students to just state the facts or give their opinion on this topic. Your professor will evaluate your ability to think critically, choose trustworthy sources, and have a solid theoretical grounding in the topic of your research. Writing a research paper takes originality, knowledge, and subject matter expertise. Compared to traditional essay writing, research work has a different objective and structure. Research papers use data from primary sources like books on the topic, academic papers, interviews, web sources, and journals. The basic research writing guidelines recommend following this pattern: introduction, methods, results, discussion, and conclusions/recommendations. Research papers may also include acknowledgments, a brief biography of the author for some Master’s or Ph.D. works, references, endnotes, footnotes, and so on.

Key Differences Between Essay and Research Paper

The biggest difference between a research paper and an essay is that a research paper must have a strict methodology and set of study objectives. A research paper should outline a problem and the approaches that can be used to solve it effectively. Meanwhile, an essay can present a personal opinion without any references. Now let us go over other key differences between an essay and a research paper. The following comparison table outlines the key differences between essays and research papers:

Similarities Differences Between Essay and Research Paper

It makes sense that you could find it challenging to tell the difference between an essay and a research paper since there’re so many similarities between the two types of academic papers. That’s why it’s important to learn about the similarities of the two as well.

• Research: Basic research is still necessary in both. Even though you don’t need to do in-depth study for an essay, you still need to at least fact-check your information. However, for a research paper, you’ll need to cite more sources to demonstrate that you’re doing more than simply skimming the topic.
• Structure: The research paper has multiple paragraphs, much like an essay. Although the structure is a little different, the material presented in each paragraph should be in an easy-to-follow format to save the reader’s time from having to wade through irrelevant data and concepts. There should be an introduction, body paragraphs, and a conclusion in both types of papers. When you want to conduct research, there’re some differences, but there’re also a few similarities because you need to present the topic properly.
• Thesis statement: Both types of papers should have a thesis statement that presents an opinion, an argument, or a hypothesis. Even though it isn’t always required for an essay, adding a thesis statement will make your essay sound even more scientific.
• Format and Style: Your professor might recommend a specific format for your paper depending on the topic matter and the class itself. The liberal arts and humanities normally utilize the MLA and Chicago/Turabian formats, while the social sciences typically use the APA format. Both research papers and essays must follow specific formatting guidelines for headers, footers, in-text citations, reference pages, and other elements. These forms guarantee consistency and point readers to the relevant sources.

Research papers and essays are two different types of writing. We can draw the conclusion that the key differences between essays and research papers are those relating to purpose, structure, and format. Even though these two types of papers have many things in common, essays and research papers are written for different purposes. The requirements for a research paper are stricter because it must follow the right structure, format, and methodology. However, an essay is more forgiving because it has a descriptive narrative that allows the author to express their own opinions. Please be advised that the views, thoughts, and opinions expressed in this blog are solely that of the author or his/her sources and do not necessarily reflect those of English Forward. This includes, but is not limited to, third-party content contained on or accessible through the English Forward websites and web pages or sites displayed as search results or contained within a directory of links on the English Forward network.

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The Differences in a Research Report and Research Paper

Derek m. kwait.

When writing a paper, maybe the only thing more daunting than actually writing it is deciding what you're even supposed to be writing about. Research reports, research papers...it gets confusing. They are actually not the same thing, and knowing the difference between them will save you time and frustration, help you stay on-target and ultimately help you get the highest possible grade.

Explore this article

• Defining Research
• What is a Research Report?
• What is a Research Paper?
• A Word of Caution

1 Defining Research

According to Webster's Dictionary, research can be a "careful or diligent search," a "studious inquiry or examination... aimed at the discovery and interpretation of facts...in the light of new facts, or practical application of such new or revised theories or laws" or "the collecting of information about a particular subject."

While research reports and research papers both involve much of the first definition, a research report is more concerned with the second, and a research paper with the third.

2 What is a Research Report?

A research report is a paper reporting research that has already been conducted. As such, it is used primarily in the sciences to tell other scientists (or your instructor) about the process, findings and significance of your experiment.

According to a guide prepared by the American Chemical Society, a good research report of any kind should be organized in a way that parallels the method of scientific reasoning. The usual parts of this report are Title, Abstract, Introduction, Experimental Details or Theoretical Analysis, Results, Discussion, Conclusions and Summary, then References.

3 What is a Research Paper?

A research paper, on the other hand, is the research itself. In other words, a research paper typically presents quotes or information from books or scholarly papers or even movies, then analyzes them to reach some sort of conclusion. It does not report on an objective, reproducible experiment done elsewhere but instead focuses on establishing the author's thesis and arguing in favor of it. Research papers are usually used in the humanities. The format for a good research paper includes an introductory paragraph, two or three body paragraphs and a conclusion.

4 A Word of Caution

This explanation covers how these terms are typically used; there is no universally agreed upon definition of either term. Sometimes an instructor will assign a research report when he really meant a research paper or vice versa. You can usually tell what is required by what kind of class it is and what the instructor says he wants (for example, if a laboratory experiment is involved, chances are a research report is required) but if you are really unsure, ask.

• 1 ACS: Preparing a Research Report
• 2 Purdue Online Writing Lab: Research

About the Author

Derek M. Kwait has a Bachelor of Arts in English writing from the University of Pittsburgh and has been writing for most of his life in various capacities. He has worked as a staff writer and videographer for the "Jewish Chronicle of Pittsburgh" and also has training writing fiction, nonfiction, stage-plays and screenplays.

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Is an Essay a Research Paper: The Differences from Each

essay research paper differences

An essay is a written piece that is used to present an idea, propose an argument, or initiate a debate. Essays are the most common types of academic assignments in many learning institutions because choices to write one are limitless. 

The learner through essays presents ideas in a non-fictional way.

On the other hand, a research paper is a piece of writing that explains what you have learned after a deep exploration of a topic. Information included in research papers is found from sources such as books, articles, internet sites, and ideas.

Research papers also must integrate personal opinions, knowledge, and ideas.

Is an Essay a Research Paper?

Some essays are research papers while others are not. For example, if an argumentative essay requires you to explore available sources to create a firm way to either support or oppose something then that essay is a research paper.

The same applies to descriptive essays, expository, and compare and contrast essays among others.

However, personal or narrative essays which tell personal experiences that require no further exploration of information cannot be considered research papers.

Some essays can also be considered expanded research papers. This is only applicable to those that have researched information that is evaluated and interpreted into a personal argument.

A research paper should always have a reasonable length.

To add to that, an essay can be considered to be a research paper because it requires a strong thesis statement. This helps essays sound more confident just like research papers.

The thesis statements in essays are supported by real-life events, facts, and statistical data the same way it is in research papers.

Essays just like research papers have to be referenced. Instructors expect learners to provide a reference page and intext citations to indicate the sources of information included in the essay.

This means that formatting methods that are used in research papers are also used in essays. This makes most essays that are encountered in academics and research papers very similar.

Differences between an Essay and a Research Paper

The following are the major points that show the difference between essays and research papers:

Essays aim to present personal opinions and point of view of the writer while research papers focus on exploring and writing about various points of view. All ideas presented in research papers must have a personal touch or the author’s voice to show the stance taken on them.

Essays are mostly short in length. Most of them range between five to nine paragraphs. These paragraphs contain the introduction, body paragraphs, and a conclusion . On the other hand, research papers are lengthy.

It is very rare to find a research paper that does not need a detailed explanation that requires the writer to use many pages.

On average, research papers reach up to eight pages with some extending even to twenty or more pages.

In some essays, you are not required to provide deep meaning or analysis about something. For example, when the essay is testing your creativity level then the only thing you have to do is provide your personal opinion on the topic.

Contrarily, research papers require you to extensively research a certain topic to an extent that there is little left uncovered. This is the only way that you will be able to formulate credible opinions and ideas. This is by gaining a comprehensive understanding of the topic.

Essays provide you with the opportunity to improve your writing skills. This is as a result of presenting your though using writing mechanics such as logic, academic and formatting styles, and creativity.

On the other hand, research helps you to understand how to compare various chunks of data or sources on a certain topic. This enables you to present a clear cumulative and readable analysis of all the findings.

Therefore, the purpose of essays is to help the writer gain personal writing skills and know how to address a certain topic individually while the purpose of a research paper is to help the writer gain better knowledge on a particular topic.

Your task when writing essays is to put your thoughts into writing as you consider the specifics of the essay type and the audience. Therefore, examples and writing skills are important.

On the other hand, the task of a research topic is to restructure and present a topic through the lens of your methodology and research objectives. This is why information has to be compiled and evaluated before a research paper is written.

In essays, it is not always a requirement that you use external sources or strict methodology but in research papers, the use of external sources and strict methodologies such as literature reviews is a must.

Research papers show the primary literature of a topic which is genuine exploration done by the writer while essays include content already published in articles. Therefore, because the content of essays is not genuinely researched it is referred to as secondary literature.

The writer of the research formulates research questions, gathers raw data, and then conducts detailed research while an essay writer picks a topic and summarizes its already done literature while discussing the personal point of view.

Is an Essay a Term Paper?

An essay is not a term paper because it does not allow you to express the specific viewpoint of a topic while integrating personal ideas and insight. Therefore, a term paper is more of a research paper than it is an essay.

Also, term papers are very long and cannot be compared to essays. This is because they test everything that you have learned for the whole semester. Essays can only concentrate on a single topic, unlike term papers.

Extensive research is required in term papers unlike in essays where your creativity is needed to write the paper. Also, essays do not require evaluation and compilation of research like term papers.

To add to that, citations must be included in essays to note where you sourced information from something that is not a must in some essays.

With over 10 years in academia and academic assistance, Alicia Smart is the epitome of excellence in the writing industry. She is our chief editor and in charge of the writing department at Grade Bees.

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What is the Difference between Essays, Reports and Research Papers?

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By request: What is the Difference between Essays, Reports and Research Papers?

One of our wonderful 7th Sisters brought up an interesting question in our 7SistersHomeschool Facebook group . What is the difference between essays, reports and research papers ?

That is a marvelous question because lots of parents who are new to homeschooling high school ask the same thing. High school writing can be confusing when you are trying to figure out all the categories and what fits in each one! So let me start with this:

You CAN do this!

And not only that, once you get used to it, homeschooling high school years are the best years yet!

So let’s start with a basic overview of the writing that we have found is best to be covered in ELA (English/Language Arts) credits. We say this gently because there are many different views on what should be covered in writing. These are the things that we have found give our teens good life and college prep. So for each ELA credit our teens cover:

• Research papers
• Short stories

The main question our 7th Sister had was about the difference between essays, short papers/reports and research papers . Let’s dive into it. First, remember: there’s not ONE right way to homeschool high school, so adapt our guidelines to fit your family’s needs!

What are essays?

The current American version of essays is based on the 5-paragraph essay.

At high school level, the 5-paragraph essay is a standard format but is often longer as the student gains writing skills. Beginners often start with

• Persuasive essays
• Compare/contrast essays
• Literature analysis

Intermediate writers build on their introductory skills by working on:

• Literary analysis
• Editorial/letter to the editor
• Essay Tests

Advanced writers can further add to their skills by working on:

• Persuasive Essay
• The Compare/Contrast Essay
• Fiction Literary Analysis
• Non-Fiction Literary Analysis
• Writing An Editorial/Letter to the Editor
• The SAT/ACT Essay

As you can see, many of the topics are the same, but the homeschool high schoolers develop deeper critical thinking and expressive skills with each year they work on essay.

BTW- All 7Sisters essay writing guides include writing prompts, but here are some more prompts that might be relevant to your teens.

High school essays are usually one to two pages but can be longer.

Essay questions

You will notice that in the intermediate level (at least in our 7SistersHomeschool Essay curriculum), one of the topics covered is essay tests. The questions on essay tests are generally long-answers to in-depth kind of questions. In high school, students usually a write paragraph or two. There are some tricks of the trade to writing essay question answers. That is why we included these in the Intermediate Guide to Essay Writing .

Another place homeschool high schoolers will see essay questions is in many of our literature study guides . These essay questions help teens to develop those inferential skills that aid them in getting the most insight from their readings. Our 7th Sister had asked the excellent question: If my teen writes four separate paragraphs on A Scarlet Letter , would you count that as one essay?

What a great question! Here is what I suggested to her:

If it fits your goals for your teen’s writing goals for this year, combine the essay questions in the literature study guide into an essay. (You might want to help her with transition sentences for that.) You are homeschooling and you get to decide what’s best for your teen. That’s why we homeschool, we know what our teens need to learn, where they struggle, what their goals are. Give yourself freedom to make writing work for her. 

One of the joys of homeschooling is doing what is best for our teens. Unless you have a supervising organization or umbrella school that tells you otherwise, you get to decide what to do with your teen’s assignments!

One more side note about essays.

In the old days, before someone invented the 5-paragraph format, essays were different. Even currently in England, as our friend, Kat Patrick from Dreaming Spires Home Education, says that they do not use that format at all. For them, essays are more traditional working out of one’s thoughts (essay being from the French word, “to try”) so more what we might call a reflection paper.

What are reports?

You probably remember writing reports when you were in school. Reports are usually introductory experiences in finding information and presenting it. They are simple. Many middle schoolers will write reports to get used to the research and writing processes. However, inexperienced or reluctant high school writers can get the basics down by starting out with a report. We have a freebie to take you step by step through that process.

After a report, teens are often able to move into writing a research paper but if they need more help, work with our Research Paper Readiness Guide .

What are research papers?

Research papers help teens develop their skills in researching, digesting and presenting information. There are a number of different research paper formats. It is good to learn several of them (especially for college-bound teens).

Many teens find it is easiest to start with an APA research paper . It is like an extension of the basic report. However, if teens enjoy writing their 5-paragraph essays, they might enjoy starting their research paper experience with writing an MLA paper . (Our homeschool grads who recently finished college, told us that the Chicago-style papers were important for some of their classes.)

What are short papers, then?

Are you confused yet? It’s okay. Let’s review the four basic kinds of yearly writing projects that we suggest for homeschool high schoolers:

Homeschool high schoolers need to have experiences with long papers (research papers) and short papers (essays, short stories, poetry). However, short papers do not need to be limited to essays, short stories and poetry. Short papers can also include professional writing , creative chronicling , college essay writing , resume writing , mission statements , reflection papers or anything else that interests your teens.

The length of the short papers will be determined by the type of paper, your teens’ age, abilities, interests and goals. Here’s a guide .

Check out this marvelous interview with Janet and Geoff Benge about non-fiction writing .

Remember YOU know what’s best for your teens. There’s not ONE right way to homeschool high school and you CAN do it! Adjust any plan to fit your teens’ needs. We are so thankful for all our 7th Sisters and for your excellent questions and ideas.

7Sisters email subscribers receive periodic practical encouragement, special offers and NO SPAM EVER.

Vicki Tillman

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Writing a Paper: Comparing & Contrasting

A compare and contrast paper discusses the similarities and differences between two or more topics. The paper should contain an introduction with a thesis statement, a body where the comparisons and contrasts are discussed, and a conclusion.

Address Both Similarities and Differences

Because this is a compare and contrast paper, both the similarities and differences should be discussed. This will require analysis on your part, as some topics will appear to be quite similar, and you will have to work to find the differing elements.

Make Sure You Have a Clear Thesis Statement

Just like any other essay, a compare and contrast essay needs a thesis statement. The thesis statement should not only tell your reader what you will do, but it should also address the purpose and importance of comparing and contrasting the material.

Use Clear Transitions

Transitions are important in compare and contrast essays, where you will be moving frequently between different topics or perspectives.

• Examples of transitions and phrases for comparisons: as well, similar to, consistent with, likewise, too
• Examples of transitions and phrases for contrasts: on the other hand, however, although, differs, conversely, rather than.

For more information, check out our transitions page.

Structure Your Paper

Consider how you will present the information. You could present all of the similarities first and then present all of the differences. Or you could go point by point and show the similarity and difference of one point, then the similarity and difference for another point, and so on.

Include Analysis

It is tempting to just provide summary for this type of paper, but analysis will show the importance of the comparisons and contrasts. For instance, if you are comparing two articles on the topic of the nursing shortage, help us understand what this will achieve. Did you find consensus between the articles that will support a certain action step for people in the field? Did you find discrepancies between the two that point to the need for further investigation?

Make Analogous Comparisons

When drawing comparisons or making contrasts, be sure you are dealing with similar aspects of each item. To use an old cliché, are you comparing apples to apples?

• Example of poor comparisons: Kubista studied the effects of a later start time on high school students, but Cook used a mixed methods approach. (This example does not compare similar items. It is not a clear contrast because the sentence does not discuss the same element of the articles. It is like comparing apples to oranges.)
• Example of analogous comparisons: Cook used a mixed methods approach, whereas Kubista used only quantitative methods. (Here, methods are clearly being compared, allowing the reader to understand the distinction.

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Frequently asked questions

What’s the difference between a lab report and a research paper.

The purpose of a lab report is to demonstrate your understanding of the scientific method with a hands-on lab experiment. Course instructors will often provide you with an experimental design and procedure. Your task is to write up how you actually performed the experiment and evaluate the outcome.

In contrast, a research paper requires you to independently develop an original argument. It involves more in-depth research and interpretation of sources and data.

A lab report is usually shorter than a research paper.

Frequently asked questions: Academic writing

A rhetorical tautology is the repetition of an idea of concept using different words.

Rhetorical tautologies occur when additional words are used to convey a meaning that has already been expressed or implied. For example, the phrase “armed gunman” is a tautology because a “gunman” is by definition “armed.”

A logical tautology is a statement that is always true because it includes all logical possibilities.

Logical tautologies often take the form of “either/or” statements (e.g., “It will rain, or it will not rain”) or employ circular reasoning (e.g., “she is untrustworthy because she can’t be trusted”).

You may have seen both “appendices” or “appendixes” as pluralizations of “ appendix .” Either spelling can be used, but “appendices” is more common (including in APA Style ). Consistency is key here: make sure you use the same spelling throughout your paper.

The sections of a lab report can vary between scientific fields and course requirements, but it usually contains the following:

• Title: expresses the topic of your study
• Abstract: summarizes your research aims, methods, results, and conclusions
• Introduction: establishes the context needed to understand the topic
• Method: describes the materials and procedures used in the experiment
• Results: reports all descriptive and inferential statistical analyses
• Discussion: interprets and evaluates results and identifies limitations
• Conclusion: sums up the main findings of your experiment
• References: list of all sources cited using a specific style (e.g. APA)
• Appendices: contains lengthy materials, procedures, tables or figures

A lab report conveys the aim, methods, results, and conclusions of a scientific experiment . Lab reports are commonly assigned in science, technology, engineering, and mathematics (STEM) fields.

The abstract is the very last thing you write. You should only write it after your research is complete, so that you can accurately summarize the entirety of your thesis , dissertation or research paper .

If you’ve gone over the word limit set for your assignment, shorten your sentences and cut repetition and redundancy during the editing process. If you use a lot of long quotes , consider shortening them to just the essentials.

If you need to remove a lot of words, you may have to cut certain passages. Remember that everything in the text should be there to support your argument; look for any information that’s not essential to your point and remove it.

To make this process easier and faster, you can use a paraphrasing tool . With this tool, you can rewrite your text to make it simpler and shorter. If that’s not enough, you can copy-paste your paraphrased text into the summarizer . This tool will distill your text to its core message.

Revising, proofreading, and editing are different stages of the writing process .

• Revising is making structural and logical changes to your text—reformulating arguments and reordering information.
• Editing refers to making more local changes to things like sentence structure and phrasing to make sure your meaning is conveyed clearly and concisely.
• Proofreading involves looking at the text closely, line by line, to spot any typos and issues with consistency and correct them.

The literature review usually comes near the beginning of your thesis or dissertation . After the introduction , it grounds your research in a scholarly field and leads directly to your theoretical framework or methodology .

There are several reasons to conduct a literature review at the beginning of a research project:

• To familiarize yourself with the current state of knowledge on your topic
• To ensure that you’re not just repeating what others have already done
• To identify gaps in knowledge and unresolved problems that your research can address
• To develop your theoretical framework and methodology
• To provide an overview of the key findings and debates on the topic

Writing the literature review shows your reader how your work relates to existing research and what new insights it will contribute.

A literature review is a survey of scholarly sources (such as books, journal articles, and theses) related to a specific topic or research question .

It is often written as part of a thesis, dissertation , or research paper , in order to situate your work in relation to existing knowledge.

Avoid citing sources in your abstract . There are two reasons for this:

• The abstract should focus on your original research, not on the work of others.
• The abstract should be self-contained and fully understandable without reference to other sources.

There are some circumstances where you might need to mention other sources in an abstract: for example, if your research responds directly to another study or focuses on the work of a single theorist. In general, though, don’t include citations unless absolutely necessary.

An abstract is a concise summary of an academic text (such as a journal article or dissertation ). It serves two main purposes:

• To help potential readers determine the relevance of your paper for their own research.
• To communicate your key findings to those who don’t have time to read the whole paper.

Abstracts are often indexed along with keywords on academic databases, so they make your work more easily findable. Since the abstract is the first thing any reader sees, it’s important that it clearly and accurately summarizes the contents of your paper.

In a scientific paper, the methodology always comes after the introduction and before the results , discussion and conclusion . The same basic structure also applies to a thesis, dissertation , or research proposal .

Depending on the length and type of document, you might also include a literature review or theoretical framework before the methodology.

Whether you’re publishing a blog, submitting a research paper , or even just writing an important email, there are a few techniques you can use to make sure it’s error-free:

• Take a break : Set your work aside for at least a few hours so that you can look at it with fresh eyes.
• Proofread a printout : Staring at a screen for too long can cause fatigue – sit down with a pen and paper to check the final version.
• Use digital shortcuts : Take note of any recurring mistakes (for example, misspelling a particular word, switching between US and UK English , or inconsistently capitalizing a term), and use Find and Replace to fix it throughout the document.

If you want to be confident that an important text is error-free, it might be worth choosing a professional proofreading service instead.

Editing and proofreading are different steps in the process of revising a text.

Editing comes first, and can involve major changes to content, structure and language. The first stages of editing are often done by authors themselves, while a professional editor makes the final improvements to grammar and style (for example, by improving sentence structure and word choice ).

Proofreading is the final stage of checking a text before it is published or shared. It focuses on correcting minor errors and inconsistencies (for example, in punctuation and capitalization ). Proofreaders often also check for formatting issues, especially in print publishing.

The cost of proofreading depends on the type and length of text, the turnaround time, and the level of services required. Most proofreading companies charge per word or page, while freelancers sometimes charge an hourly rate.

For proofreading alone, which involves only basic corrections of typos and formatting mistakes, you might pay as little as $0.01 per word, but in many cases, your text will also require some level of editing , which costs slightly more.

It’s often possible to purchase combined proofreading and editing services and calculate the price in advance based on your requirements.

There are many different routes to becoming a professional proofreader or editor. The necessary qualifications depend on the field – to be an academic or scientific proofreader, for example, you will need at least a university degree in a relevant subject.

For most proofreading jobs, experience and demonstrated skills are more important than specific qualifications. Often your skills will be tested as part of the application process.

To learn practical proofreading skills, you can choose to take a course with a professional organization such as the Society for Editors and Proofreaders . Alternatively, you can apply to companies that offer specialized on-the-job training programmes, such as the Scribbr Academy .

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• Key Differences

Know the Differences & Comparisons

Difference Between Thesis and Research Paper

On the other hand, a research paper is analytical, argumentative and interpretative in nature. It involves the pursuit of knowledge and intelligent analysis of the information collected. It contains the idea of the author, often supported by expert opinions, research and information available in this regard.

Whether you are writing a thesis or research paper, they are equally challenging and take a lot of time to prepare. In this post, we will update you on all the points of difference between thesis and  research paper.

Content: Thesis Vs Research Paper

• Key Elements
• Thesis Statement

How to start a research paper?

Comparison chart, what is thesis.

The thesis is a document containing the research and findings that students submit to get the professional qualification or degree . It has to be argumentative, which proposes a debatable point with which people could either agree or disagree. In short, it is a research report in writing that contains a problem which is yet to be dealt with.

In a thesis, the researcher puts forth his/her conclusion. The researcher also gives evidence in support of the conclusion.

Submission of the thesis is a mandatory requirement of a postgraduate course and PhD degree. In this, the primary focus is on the novelty of research along with the research methodology.

It is all about possibilities, by introducing several anti-thesis. Also, it ends up all the possibilities by nullifying all these anti-thesis.

Key Elements of Thesis

• Proposition : The thesis propagates an idea, hypothesis or recommendation.
• Argument : Gives reasons for accepting the proposition instead of just asserting a point of view.
• Maintenance of argument : The argument should be made cogent enough by providing suitable logic and adequate evidence.

Features of An Ideal Thesis

• An Ideal thesis is expected to add fresh knowledge to the existing theory.
• It communicates the central idea of the research in a clear and concise manner.
• An effective thesis is more than a simple statement, fact or question.
• It answers why and how questions concerned with the topic.
• To avoid confusion, it is worded carefully.
• It outlines the direction and scope of your essay.
• It gives reasons to the reader to continue reading.

Also Read : Difference Between Thesis and Dissertation

What is Thesis Statement?

A thesis statement is a sentence of one line, usually written at the end of your first paragraph. It presents the argument to the reader.

It is a blueprint of your thesis that directs the writer while writing the thesis and guides the reader through it.

What is Research Paper?

Research Paper is a form of academic writing. It is prepared on the basis of the original research conducted by the author on a specific topic, along with its analysis and interpretation of the findings.

An author generally starts writing a research paper on the basis of what he knows about the topic and seeks to find out what experts know. Further, it involves thorough and systematic research on a particular subject to extract the maximum information.

In short, a research paper is a written and published report containing the results of scientific research or a review of published scientific papers. Here, the scientific research is the primary research article, while the review of a published scientific paper is the review article.

In case of the primary research article, the author of the research paper provides important information about the research. This enables the scientific community members to:

• Evaluate it
• Reproduce the experiments
• Assess the reasoning and conclusions drawn

On the other hand, a review article is written to analyze, summarize and synthesize the research carried out previously.

When a research work is published in a scientific journal, it conveys the knowledge to a larger group of people and also makes people aware of the scientific work. Research work published as a research paper passes on knowledge and information to many people. The research paper provides relevant information about the disease and the treatment options at hand .

To start writing a research paper, one should always go for a topic that is interesting and a bit challenging too. Here, the key to choosing the topic is to pick the one that you can manage. So, you could avoid such topics which are very technical or specialized and also those topics for which data is not easily available. Also, do not go for any controversial topic.

The researcher’s approach and attitude towards the topic will decide the amount of effort and enthusiasm.

Steps for writing Research Paper

The total number of pages included in a Research Paper relies upon the research topic. It may include 8 to 10 pages, which are:

• Introduction
• Review of Literature
• Methodology
• Research Analysis
• Recommendations

Also Read : Difference Between Research Proposal and Research Report

Key Differences Between Thesis and Research Paper

• A thesis implies an original, plagiarism-free, written academic document that acts as a final project for a university degree of a higher level. But, Research Paper is a novel, plagiarism-free long essay. It portrays the interpretation, evaluation or argument submitted by a researcher.
• The thesis acts as a final project. Whereas a research paper is a kind of research manual of journals.
• The length of the thesis is around 20,000 to 80,000 words. On the contrary, the length of the research paper is relative to the study.
• The thesis focuses on the central question or statement of an intellectual argument that entails further research. On the contrary, the research paper is concerned with proving the central argument.
• The purpose of submitting the thesis is to get the degree or professional qualification. It also presents the knowledge of the candidate in the respective field. Conversely, the aim of publishing research papers is to prove credibility and contribute knowledge in the respective field.
• While the student submits the thesis to the educational committee or panel of professors who review it. In contrast, scientists and other researchers read and review the research paper.
• Preparation and completion of thesis is always under the guidance of a supervisor. For submission of the thesis, the university assigns a supervisor to each student, under whose guidance the thesis must be completed. As against, no supervisor is appointed as a guide in case of a research paper.
• The thesis contains a broader description of the subject matter. In contrast, the research paper contains a narrow description of the subject matter.

Once the research paper is published, it increases the fellowship and job opportunities for new researchers. On the other hand, thesis writing will enable the students to get the desired degree at the end of the course they have opted.

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Dr. Owenga says

February 23, 2023 at 2:38 pm

So good and informative. These are quite beneficial insights. Thanks

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AI Index Report

Welcome to the seventh edition of the AI Index report. The 2024 Index is our most comprehensive to date and arrives at an important moment when AI’s influence on society has never been more pronounced. This year, we have broadened our scope to more extensively cover essential trends such as technical advancements in AI, public perceptions of the technology, and the geopolitical dynamics surrounding its development. Featuring more original data than ever before, this edition introduces new estimates on AI training costs, detailed analyses of the responsible AI landscape, and an entirely new chapter dedicated to AI’s impact on science and medicine.

Read the 2024 AI Index Report

The AI Index report tracks, collates, distills, and visualizes data related to artificial intelligence (AI). Our mission is to provide unbiased, rigorously vetted, broadly sourced data in order for policymakers, researchers, executives, journalists, and the general public to develop a more thorough and nuanced understanding of the complex field of AI.

The AI Index is recognized globally as one of the most credible and authoritative sources for data and insights on artificial intelligence. Previous editions have been cited in major newspapers, including the The New York Times, Bloomberg, and The Guardian, have amassed hundreds of academic citations, and been referenced by high-level policymakers in the United States, the United Kingdom, and the European Union, among other places. This year’s edition surpasses all previous ones in size, scale, and scope, reflecting the growing significance that AI is coming to hold in all of our lives.

Steering Committee Co-Directors

Ray Perrault

Steering committee members.

Erik Brynjolfsson

John Etchemendy

Katrina Ligett

Terah Lyons

James Manyika

Juan Carlos Niebles

Vanessa Parli

Yoav Shoham

Russell Wald

Staff members.

Loredana Fattorini

Nestor Maslej

Letter from the co-directors.

A decade ago, the best AI systems in the world were unable to classify objects in images at a human level. AI struggled with language comprehension and could not solve math problems. Today, AI systems routinely exceed human performance on standard benchmarks.

Progress accelerated in 2023. New state-of-the-art systems like GPT-4, Gemini, and Claude 3 are impressively multimodal: They can generate fluent text in dozens of languages, process audio, and even explain memes. As AI has improved, it has increasingly forced its way into our lives. Companies are racing to build AI-based products, and AI is increasingly being used by the general public. But current AI technology still has significant problems. It cannot reliably deal with facts, perform complex reasoning, or explain its conclusions.

AI faces two interrelated futures. First, technology continues to improve and is increasingly used, having major consequences for productivity and employment. It can be put to both good and bad uses. In the second future, the adoption of AI is constrained by the limitations of the technology. Regardless of which future unfolds, governments are increasingly concerned. They are stepping in to encourage the upside, such as funding university R&D and incentivizing private investment. Governments are also aiming to manage the potential downsides, such as impacts on employment, privacy concerns, misinformation, and intellectual property rights.

As AI rapidly evolves, the AI Index aims to help the AI community, policymakers, business leaders, journalists, and the general public navigate this complex landscape. It provides ongoing, objective snapshots tracking several key areas: technical progress in AI capabilities, the community and investments driving AI development and deployment, public opinion on current and potential future impacts, and policy measures taken to stimulate AI innovation while managing its risks and challenges. By comprehensively monitoring the AI ecosystem, the Index serves as an important resource for understanding this transformative technological force.

On the technical front, this year’s AI Index reports that the number of new large language models released worldwide in 2023 doubled over the previous year. Two-thirds were open-source, but the highest-performing models came from industry players with closed systems. Gemini Ultra became the first LLM to reach human-level performance on the Massive Multitask Language Understanding (MMLU) benchmark; performance on the benchmark has improved by 15 percentage points since last year. Additionally, GPT-4 achieved an impressive 0.97 mean win rate score on the comprehensive Holistic Evaluation of Language Models (HELM) benchmark, which includes MMLU among other evaluations.

Although global private investment in AI decreased for the second consecutive year, investment in generative AI skyrocketed. More Fortune 500 earnings calls mentioned AI than ever before, and new studies show that AI tangibly boosts worker productivity. On the policymaking front, global mentions of AI in legislative proceedings have never been higher. U.S. regulators passed more AI-related regulations in 2023 than ever before. Still, many expressed concerns about AI’s ability to generate deepfakes and impact elections. The public became more aware of AI, and studies suggest that they responded with nervousness.

Ray Perrault Co-director, AI Index

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More From Forbes

5 tips to enhance your research paper’s visibility and altmetric score.

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US evangelist Billy Graham addresses a crowd of football supporters at Stamford Bridge, London, ... [+] during half-time at the match between Chelsea and Newcastle United. (Photo by Edward Miller/Getty Images)

I previously wrote about the importance of attracting public attention to scientific research . In today’s world, where billions of people are attached to their digital devices watching the very addictive but often useless TikTok content or receiving instant gratification by engaging in meaningless debates about celebrities, scientists need to find creative ways to have their research noticed. Popularizing scientific research helps inspire the younger generations to go into science and provide the general public with a sense of optimism enabling the government to channel more resources into science. People do need inspiration. But very often, even very important scientific breakthroughs requiring many years, hard work, skill, funding, and genuine serendipity go largely unnoticed by the general public.

One of the best ways to measure expert and public attention is the cumulative Altmetric Attention Score , originally developed by Digital Science and adopted by many prestigious publishers, including Nature Publishing Group. Every Nature paper and the papers published by pretty much every credible publisher are tracked by Digital Science by the Document Object Identification (DOI) or the Unique Resource Locator (URL) . While Altmetric has many limitations, for example, it does not track LinkedIn posts and may not adequately cover the impact of top-tier media coverage, at the moment it is the blueprint for tracking attention.

Altmetric Score in The Age of Generative AI

Media attention is likely to be very important in the age of generative AI. Many modern generative systems, such as ChatGPT, Claude, Mistral, and Gemini, as well as hundreds of Large Language Models (LLMs) in China, use the data from the same sources referenced in Altmetric to learn. The more times generative systems see the same concept presented in different contexts, the better they learn. So if you want to contribute to the training of AI systems that may thank you for it in the future - Altmetric is the way to go.

So what can a research group do to ensure they are communicating their findings effectively and increasing the visibility of their research to ensure it gets reflected in the Altmetric Attention Score?

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Goldman sachs issues stark bitcoin halving price warning, an update on wednesday season 2 with a fantastic casting decision.

Altmetric openly discloses the weights of the various sources and the scoring algorithm is relatively straightforward. It is easy to learn, and there are multiple online resources providing advice on how to share your research in ways that will be captured by Altmetric. Cambridge University Press published a guideline to Altmetric for the authors on how to popularize their research with Altmetric in mind. Wolters Kluwer put out a guide and the editor of Toxicology and Pathology wrote a comprehensive overview of Altmetric and how to use it. Surprisingly, this overview got an Altmetric Attention Score of only 4 at the time of the writing, but was cited 137 times according to Google Scholar .

Altmetric monitors social networks, including X (formerly Twitter), Facebook, and Reddit; all major top-tier mainstream media, mainstream science blogs, policy documents, patents, Wikipedia articles, peer review websites, F1000, Syllabi, X (formerly Twitter), tracked Facebook pages, Reddit, one of the Stack Exchange sites, and Youtube. Unfortunately, several powerful platforms, including LinkedIn, are not currently tracked.

The popularity of the paper depends on many factors. Firstly, it has to be novel, trendy, and newsworthy. You are unlikely to get high Altmetric Score with a boring topic. Secondly, papers coming out of popular labs in top-tier academic institutions and in top journals are likely to attract more attention. Often, the communications officers in these academic institutions work closely with the media to amplify notable research. Celebrity companies, for example, Google DeepMind, consistently get higher coverage.

Screenshot of the Altmetric Attention Score "Flower" showing several tracked sources

Here are the five tips for increasing the visibility of your work and ensuring that reach is tracked and reflected by Altmetric:

1. Understand How Altmetric System Works

Congratulations, if you read this article and looked at what sources are tracked by Altmetric. Most likely, you got the basics and will be able to get a “balanced flower” by making a press release, tweeting the DOI of the paper on X, posting a video overview of your paper on Youtube, announcing on Reddit (I still need to learn how to do this).

To understand how Altmetric works, I emailed a few questions to Miguel Garcia, Director of Product and Data Analytics Hub at Digital Science and my first question was wether the Altmetric algorithm is open source. “The Altmetric Attention Score's calculation is not open source but we try to provide as much information as possible around how we calculate it here, and are currently considering what steps we might take to make our algorithms more transparent.” He also provided a link to how the Altmetric Attention Score is calculated.

Many professionals use LinkedIn as the primary social media resource and I was wondering why Altmetric stopped tracking it. Bad news - technical reasons prevent tracking DOIs on LinkedIn. Good news - they are actively seeking ways to appropriately track mentions on LinkedIn and we may see some news toward the end of the year.

My other big question was how does Altmetric count tweets and retweets on X. What if there are many posts from the same account? Miguel’s response was: “Re-tweets count less than original tweets. In addition to that, modifiers are applied to the type of account that is tweeting in order to reduce the weight of the tweet in situations where we find signals of bias or promiscuity (for example a journal publisher only tweeting their own articles). Besides that, we have conditions around the maximum number of retweets in order to limit the maximum impact they would have.”

So tweeting the article many times will not help you. But if other scientists tweet you paper with a DOI - these tweets will get counted. So tweet others as you would like to be tweeted.

2. Make a Press Release and Distribute to Science-focused Media

If your paper is significant, for example, you elucidated novel disease biology, discovered a new drug, developed a new fancy algorithm, designed a new material, or developed a new application for a quantum computer, it is worthwhile investing some time and resources in writing a press release. If you are working for an academic institution, most likely they have a communications office that will help you. If you do not have this luxury, you will need to learn how to write a press release. Plenty of free online guides cover the basics of press release writing. And press releases are one area where ChatGPT and other generative tools do surprisingly well. Upload your paper and ask it to write a press release, check for errors or exaggerations, edit, and you are ready to go. Just make sure to include the DOI and the URL of your paper. A proper business press release on BusinessWire or PRNewswire may cost several thousand dollars. In my opinion, these resources are dramatically overcharging while providing little service. I don't remember a case where a journalist picked up our news based on a commercial press release. But these releases are often reposted by other online press release distributors and the boost to Altmetric may be considerable. The default news release distribution service for research news is EurekAlert. This resource may sometimes result in journalistic coverage as many reporters are using it for science news. There are many free resources you can use if you do not have any budget.

Once the press release is issued, share it with the media. Share the resulting news coverage via your social networks and contacts. Many journalists track the popularity of their news articles and giving them several thousand extra views from professional audience and increasing their social following increases the chances that they will cover the next important research paper.

3. Make a Blog Post

Writing a blog post can be longer and more comprehensive than the press release. Make sure to add fancy diagrams and graphical explainers. You can share the blog post with the journalists at the same time as the press release. Your blog may serve as a source of inspiration for third party news coverage. Make sure to reference the DOI and URL of your paper.

If your paper is in one of the Nature journals, consider writing a “Behind the Paper" blog post on Nature Bioengineering Community. Surprisingly, these blogs are rarely picked up by Altmetric but may serve as a source of inspiration for the journalists and social media influencers. Plus, it is a resource by the Nature Publishing Group.

4. Tweet and Ask Your Team Members to Tweet

Each post on X gives you a quarter of an Altmetric point. If your paper goes viral on X, your Altmetric score can be considerable. Plus, once journalists notice that it went viral, they will be more likely to cover the story, further increasing the score.

Try to choose the time of the post, the hashtags, and the images wisely. Since Elon Musk took over X and opened the algorithm it became very transparent and easy to optimize for. Here are the top 10 tips for boosting attention for a post on X. Make sure to include the DOI or the URL of the paper for Altmetric to find the post.

5. Experiment, Learn, Repeat

My highest Altmetric Attention Score core to date was around 1,500 for a paper in Nature Biotechnology published in 2019, where we used a novel method for designing small molecules called Generative Tensorial Reinforcement Learning (GENTRL) to generate new molecules with druglike properties that got synthesized and tested all the way into mice. In 2024, we went further and showed that an AI-generated molecule for an AI-discovered target was tested all the way up to Phase II human trials, but the paper published in Nature Biotechnology, let’s call it the TNIK paper , has achieved a score ofjust over 600 to date. So what has changed and what can we learn from these two papers?

The popularity of the paper depends on many factors. Ones which capture the public imagination or have widespread appeal are of course, much more likely to gain traction online. When we published the GENTRL paper in 2019, Generative AI was in its infancy, and there are pretty much no other companies that I heard of at the intersection of generative AI and drug discovery. We also published multiple articles in this field in the years leading to that paper and many key opinion leaders (KOLs) followed us. That following included a small army of generative AI skeptics who not only contributed to multiple rejections in peer-reviewed journals but also openly criticized this approach in social networks. This criticism also helped boost the Altmetric Score and bring more attention to the study. So first learning from this exercise - negative publicity helps overall publicity. As long as you are certain that your research results are honest - leave room for criticism and even help expose your paper’s weaknesses. Critics are your greatest Altmetric boosters. Since readers and, by extension journalists, react to negative news and drama stronger than to positive news, critical reviews will boost your Altmetric as long as the DOI or URL of the paper is properly referenced.

Secondly, papers coming out of popular labs in top-tier academic institutions and in top journals are likely to attract more attention. Often, the communications officers in these academic institutions work closely with the media to amplify notable research. Celebrity companies, for example, Google DeepMind, always get a higher level of coverage. For example, the AlphaFold paper published in July 2021 in Nature got an Altmetric Attention Score of over 3,500 . Even though I have not seen any drugs out of AlphaFold reaching preclinical candidate status, I predict the popularity of this tool will result in the first Nobel Prize in this area. Therefore, in order to become famous and popularize your research more effectively, it is a good idea to build up the public profile of yourself and your work. For example, Kardashians are famous for being famous .

Be careful with Wikipedia. I made a mistake explaining the importance of Wikipedia to students when lecturing on the future of generative AI, and one or two of them got banned for expanding the articles with paper references. Wikipedia requires that these are added by independent editors rather than the authors of papers themselves, but if some editors do not like it, they will not go deep or investigate - they will assume wrongdoing. So it is better to avoid even talking about Wikipedia. References there should happen naturally and often some of the more popular papers get picked up and referenced by veteran editors.

Experimenting with Altmetric will also help you explore new strategies for popularizing scientific research and develop new strategies for inspiring people to learn or even get into the new exciting field. UNESCO estimates that there was just over 8 million full-time equivalent (FTE) researchers in 2018 globally. Only a fraction of these are in biotechnology - less than 0.01% of the global population. If you motivate a million students to go into biotechnology by popularizing your research, you double this number.

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Amanda Hoover

Students Are Likely Writing Millions of Papers With AI

Students have submitted more than 22 million papers that may have used generative AI in the past year, new data released by plagiarism detection company Turnitin shows.

A year ago, Turnitin rolled out an AI writing detection tool that was trained on its trove of papers written by students as well as other AI-generated texts. Since then, more than 200 million papers have been reviewed by the detector, predominantly written by high school and college students. Turnitin found that 11 percent may contain AI-written language in 20 percent of its content, with 3 percent of the total papers reviewed getting flagged for having 80 percent or more AI writing. (Turnitin is owned by Advance, which also owns Condé Nast, publisher of WIRED.) Turnitin says its detector has a false positive rate of less than 1 percent when analyzing full documents.

ChatGPT’s launch was met with knee-jerk fears that the English class essay would die . The chatbot can synthesize information and distill it near-instantly—but that doesn’t mean it always gets it right. Generative AI has been known to hallucinate , creating its own facts and citing academic references that don’t actually exist. Generative AI chatbots have also been caught spitting out biased text on gender and race . Despite those flaws, students have used chatbots for research, organizing ideas, and as a ghostwriter . Traces of chatbots have even been found in peer-reviewed, published academic writing .

Teachers understandably want to hold students accountable for using generative AI without permission or disclosure. But that requires a reliable way to prove AI was used in a given assignment. Instructors have tried at times to find their own solutions to detecting AI in writing, using messy, untested methods to enforce rules , and distressing students. Further complicating the issue, some teachers are even using generative AI in their grading processes.

Detecting the use of gen AI is tricky. It’s not as easy as flagging plagiarism, because generated text is still original text. Plus, there’s nuance to how students use gen AI; some may ask chatbots to write their papers for them in large chunks or in full, while others may use the tools as an aid or a brainstorm partner.

Students also aren't tempted by only ChatGPT and similar large language models. So-called word spinners are another type of AI software that rewrites text, and may make it less obvious to a teacher that work was plagiarized or generated by AI. Turnitin’s AI detector has also been updated to detect word spinners, says Annie Chechitelli, the company’s chief product officer. It can also flag work that was rewritten by services like spell checker Grammarly, which now has its own generative AI tool . As familiar software increasingly adds generative AI components, what students can and can’t use becomes more muddled.

Detection tools themselves have a risk of bias. English language learners may be more likely to set them off; a 2023 study found a 61.3 percent false positive rate when evaluating Test of English as a Foreign Language (TOEFL) exams with seven different AI detectors. The study did not examine Turnitin’s version. The company says it has trained its detector on writing from English language learners as well as native English speakers. A study published in October found that Turnitin was among the most accurate of 16 AI language detectors in a test that had the tool examine undergraduate papers and AI-generated papers.

Amit Katwala

Andy Greenberg

Caroline Haskins

Schools that use Turnitin had access to the AI detection software for a free pilot period, which ended at the start of this year. Chechitelli says a majority of the service’s clients have opted to purchase the AI detection. But the risks of false positives and bias against English learners have led some universities to ditch the tools for now. Montclair State University in New Jersey announced in November that it would pause use of Turnitin’s AI detector. Vanderbilt University and Northwestern University did the same last summer.

“This is hard. I understand why people want a tool,” says Emily Isaacs, executive director of the Office of Faculty Excellence at Montclair State. But Isaacs says the university is concerned about potentially biased results from AI detectors, as well as the fact that the tools can’t provide confirmation the way they can with plagiarism. Plus, Montclair State doesn’t want to put a blanket ban on AI, which will have some place in academia. With time and more trust in the tools, the policies could change. “It’s not a forever decision, it’s a now decision,” Isaacs says.

Chechitelli says the Turnitin tool shouldn’t be the only consideration in passing or failing a student. Instead, it’s a chance for teachers to start conversations with students that touch on all of the nuance in using generative AI. “People don’t really know where that line should be,” she says.

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About 1 in 4 U.S. teachers say their school went into a gun-related lockdown in the last school year

Twenty-five years after the mass shooting at Columbine High School in Colorado , a majority of public K-12 teachers (59%) say they are at least somewhat worried about the possibility of a shooting ever happening at their school. This includes 18% who say they’re extremely or very worried, according to a new Pew Research Center survey.

Pew Research Center conducted this analysis to better understand public K-12 teachers’ views on school shootings, how prepared they feel for a potential active shooter, and how they feel about policies that could help prevent future shootings.

To do this, we surveyed 2,531 U.S. public K-12 teachers from Oct. 17 to Nov. 14, 2023. The teachers are members of RAND’s American Teacher Panel, a nationally representative panel of public school K-12 teachers recruited through MDR Education. Survey data is weighted to state and national teacher characteristics to account for differences in sampling and response to ensure they are representative of the target population.

We also used data from our 2022 survey of U.S. parents. For that project, we surveyed 3,757 U.S. parents with at least one child younger than 18 from Sept. 20 to Oct. 2, 2022. Find more details about the survey of parents here .

Here are the questions used for this analysis , along with responses, and the survey methodology .

Another 31% of teachers say they are not too worried about a shooting occurring at their school. Only 7% of teachers say they are not at all worried.

This survey comes at a time when school shootings are at a record high (82 in 2023) and gun safety continues to be a topic in 2024 election campaigns .

Teachers’ experiences with lockdowns

About a quarter of teachers (23%) say they experienced a lockdown in the 2022-23 school year because of a gun or suspicion of a gun at their school. Some 15% say this happened once during the year, and 8% say this happened more than once.

High school teachers are most likely to report experiencing these lockdowns: 34% say their school went on at least one gun-related lockdown in the last school year. This compares with 22% of middle school teachers and 16% of elementary school teachers.

Teachers in urban schools are also more likely to say that their school had a gun-related lockdown. About a third of these teachers (31%) say this, compared with 19% of teachers in suburban schools and 20% in rural schools.

Do teachers feel their school has prepared them for an active shooter?

About four-in-ten teachers (39%) say their school has done a fair or poor job providing them with the training and resources they need to deal with a potential active shooter.

A smaller share (30%) give their school an excellent or very good rating, and another 30% say their school has done a good job preparing them.

Teachers in urban schools are the least likely to say their school has done an excellent or very good job preparing them for a potential active shooter. About one-in-five (21%) say this, compared with 32% of teachers in suburban schools and 35% in rural schools.

Teachers who have police officers or armed security stationed in their school are more likely than those who don’t to say their school has done an excellent or very good job preparing them for a potential active shooter (36% vs. 22%).

Overall, 56% of teachers say they have police officers or armed security stationed at their school. Majorities in rural schools (64%) and suburban schools (56%) say this, compared with 48% in urban schools.

Only 3% of teachers say teachers and administrators at their school are allowed to carry guns in school. This is slightly more common in school districts where a majority of voters cast ballots for Donald Trump in 2020 than in school districts where a majority of voters cast ballots for Joe Biden (5% vs. 1%).

What strategies do teachers think could help prevent school shootings?

The survey also asked teachers how effective some measures would be at preventing school shootings.

Most teachers (69%) say improving mental health screening and treatment for children and adults would be extremely or very effective.

About half (49%) say having police officers or armed security in schools would be highly effective, while 33% say the same about metal detectors in schools.

Just 13% say allowing teachers and school administrators to carry guns in schools would be extremely or very effective at preventing school shootings. Seven-in-ten teachers say this would be not too or not at all effective.

How teachers’ views differ by party

Republican and Republican-leaning teachers are more likely than Democratic and Democratic-leaning teachers to say each of the following would be highly effective:

• Having police officers or armed security in schools (69% vs. 37%)
• Having metal detectors in schools (43% vs. 27%)
• Allowing teachers and school administrators to carry guns in schools (28% vs. 3%)

And while majorities in both parties say improving mental health screening and treatment would be highly effective at preventing school shootings, Democratic teachers are more likely than Republican teachers to say this (73% vs. 66%).

Parents’ views on school shootings and prevention strategies

In fall 2022, we asked parents a similar set of questions about school shootings.

Roughly a third of parents with K-12 students (32%) said they were extremely or very worried about a shooting ever happening at their child’s school. An additional 37% said they were somewhat worried.

As is the case among teachers, improving mental health screening and treatment was the only strategy most parents (63%) said would be extremely or very effective at preventing school shootings. And allowing teachers and school administrators to carry guns in schools was seen as the least effective – in fact, half of parents said this would be not too or not at all effective. This question was asked of all parents with a child younger than 18, regardless of whether they have a child in K-12 schools.

Like teachers, parents’ views on strategies for preventing school shootings differed by party. 

Note: Here are the questions used for this analysis , along with responses, and the survey methodology .

About half of Americans say public K-12 education is going in the wrong direction

What public k-12 teachers want americans to know about teaching, what’s it like to be a teacher in america today, race and lgbtq issues in k-12 schools, from businesses and banks to colleges and churches: americans’ views of u.s. institutions, most popular.

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Computer Science > Computation and Language

Title: leave no context behind: efficient infinite context transformers with infini-attention.

Abstract: This work introduces an efficient method to scale Transformer-based Large Language Models (LLMs) to infinitely long inputs with bounded memory and computation. A key component in our proposed approach is a new attention technique dubbed Infini-attention. The Infini-attention incorporates a compressive memory into the vanilla attention mechanism and builds in both masked local attention and long-term linear attention mechanisms in a single Transformer block. We demonstrate the effectiveness of our approach on long-context language modeling benchmarks, 1M sequence length passkey context block retrieval and 500K length book summarization tasks with 1B and 8B LLMs. Our approach introduces minimal bounded memory parameters and enables fast streaming inference for LLMs.

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What’s the Difference: Research Paper vs Article

As a professor, it is important to understand the difference between research papers and articles. In academic discourse, these two forms of writing have distinct features that can easily be distinguished once an understanding of their individual purposes is achieved. This article will explore the fundamental differences between research papers and articles by analyzing various aspects such as structure, content type, purpose, language use etc. It will also provide insight into how each format contributes to our knowledge base in its own unique way. The objective here is not only to help readers grasp a comprehensive comprehension of both formats but also acquire valuable information regarding when one should use which form for different types of scholarly communication endeavors.

I. Introduction

Ii. definition of research paper, iii. definition of article, iv. similarities between research paper and article, v. differences between research paper and article, vi. benefits of each writing form, vii conclusion.

When researching for an assignment or project, there is often confusion between a research paper and an article. Both forms of writing require careful research into the chosen topic, however they differ in their scope and style.

• Research Paper

An Article provides information about current events related to the researcher’s field of study by summarizing recent developments in science, society, politics etc., usually involving topics that have recently emerged in public discourse. While authors must still conduct proper research using reputable sources like those employed for academic papers; these tend not only consist mainly of secondary material but also employ less technical language enabling them to communicate effectively with non-specialists within their respective fields. .

A Deeper Look into the Research Paper

When it comes to academia, there is no one size fits all approach. Different disciplines and topics require varying levels of research, often necessitating a few different approaches when crafting an academic paper.

One such approach commonly used in many fields is the research paper. At its core, this document presents focused information on a given subject or area of study by providing original findings gathered from research sources like interviews, books and other publications. The outcome should provide an in-depth view on said topic while adding to existing knowledge within the field.

Another type of written work found across multiple areas are articles. Like papers they cover certain topics but have some distinct differences; these documents usually provide greater detail than simply exploring what’s already known about something as they attempt to explain complex ideas with more clarity for readers who might not be familiar with them yet. They don’t need contain any new discoveries either but rather analyze existing theories in order to generate better understanding.

• Research Papers: Focused info backed up by data from outside sources offering insights that add onto current knowledge.
• Articles: Explain complex concepts making use of prior analysis without necessarily needing novel insight.

The Different Forms of Academic Writing In the realm of academic writing, articles and research papers are two distinct types that require their own unique approaches. Both forms are vital to scholarly discourse but differ in purpose and structure. Understanding the difference between an article and a research paper is essential for any student or researcher who seeks success in their chosen field.

Research papers typically follow a structured format that outlines specific elements needed to construct an argument or present data findings; these can include a literature review, introduction, hypothesis statement, experimental design, results section, discussion/conclusion sections as well as citations throughout. The content should be relevant to current topics within one’s discipline while simultaneously synthesizing existing information from other sources such as journal articles or books on the topic at hand. This form of written communication allows scholars to share new knowledge with colleagues while contributing important insights into debates surrounding their subject area.

Articles take many different forms: opinion pieces providing commentary on current events; book reviews evaluating recent publications; theoretical essays exploring concepts related but not necessarily limited by one’s field; reflections discussing personal experiences linked back to scholarship etc… Content should aim at engaging readers who may have minimal prior knowledge on the topic yet still appreciate its value when presented thoughtfully and accessibly – often requiring authors use more accessible language than what would appear in traditional peer-reviewed journals (although some overlap certainly exists). While it is crucial for writers adhere closely with pertinent facts there is also room for creativity which offers valuable opportunities for those seeking greater freedom in expressing themselves through text!

Research papers and articles are similar in many ways, but have some distinct differences. Both forms of writing require rigorous research, thoughtful analysis, and comprehensive organization.

• They both involve a written argument based on careful exploration of evidence. • The use of good sources to back up one’s points is essential for both types. • Citations must be used appropriately in each case.

However, there are important distinctions between the two that should not be overlooked. A research paper typically requires significantly more depth than an article does. It takes a focused approach to analyze a single issue or phenomenon at length from multiple angles rather than presenting an overview with broad strokes like most articles do. Additionally, while it is customary for both to contain references to other works throughout their body paragraphs, research papers often include formal bibliographies citing all the relevant literature consulted during the author’s investigations as well as those mentioned within the text itself – something seldom seen in popular articles published online or in magazines .

Structural Differences Research papers require a longer format with structured sections that discuss the findings of research studies. An article, on the other hand, is typically written to inform and entertain readers with an analysis of a current issue or trend. Research paper sections may include: abstract, introduction/background information, literature review (theories & data from previous studies), materials and methods (of experimentation), results (data collected) and discussion/conclusion. Articles are generally shorter in length than research papers as they contain fewer details about experiments or study outcomes. They usually consist of several paragraphs covering topics such as background information about an issue; arguments for one side versus another side; consideration of existing solutions to problems discussed; critical analyses which identify strengths and weaknesses in various positions presented etc.

Writing Style Differences The language used by authors writing research papers tends to be technical since it focuses on scientific rigor while being concise at the same time due to space limitations set by journals publishing them. It emphasizes accuracy over style while making sure there’s no ambiguity regarding terms used. Articles often take a more creative approach when discussing particular issues because their primary purpose is educating people without having restrictions imposed by academic standards like those applied for scientific literature publications – i.e., entertaining readers but also providing enough evidence-based facts that give credibility to their authors’ opinions .

The research paper and article each have their own respective benefits that are important to consider when deciding which writing form is appropriate for the task. Each brings unique advantages, which can help writers tailor their approach more effectively.

• Research Papers:

A research paper delves deep into a topic by providing comprehensive background information, as well as exploring all available angles and sides of an issue or argument. This type of academic work allows authors to get in touch with the source material they need to develop informed conclusions on topics such as scientific studies, social issues, historical events and literary works. In addition, these types of papers can include original experiments or data collection within its contents.

An article offers a much more concise look at a topic than other forms of writing like reports or essays do. It focuses primarily on presenting new facts about existing knowledge instead of providing long-winded explanations—allowing readers who may not be experts on the subject matter get up-to-speed quickly without having to invest too much time reading it from start to finish. Furthermore; articles tend to appear regularly in magazines and journals making them ideal for staying up-to date with current trends while also entertaining through its creative use language.}

In this paper, we have examined the differences between research papers and articles. From our analysis, it is clear that while both genres involve academic writing of a scholarly nature, there are several distinguishing factors between them which can be used to identify their respective purpose and content.

Generally speaking, research papers contain extensive review of existing literature on the topic at hand as well as a more detailed discussion regarding primary data collection techniques or methods for gathering new information. The main goal here is to present an in-depth argument supported by evidence from sources previously published about the particular subject matter. Additionally, these types of documents often include conclusions drawn from rigorous investigation into a given topic along with recommendations for further study in order to advance knowledge on said topic.

On the other hand, articles typically focus upon discussing key ideas around current events or topics instead of presenting original findings through empirical study; they are also usually written with readers who may not have any prior knowledge about those topics in mind. In addition to providing succinct overviews backed up by related citations where appropriate, authors also frequently make policy suggestions based on what has been presented within their article’s context – all leading towards elucidating possible solutions so that readers can come away feeling informed and empowered having read it .

The purpose of this article was to provide a succinct overview of the primary distinctions between research papers and articles. To conclude, it is clear that while these two types of writing may have some overlapping features in terms of content structure or form, they are distinctly different from one another in various ways. Research papers typically require more rigorous investigation than an article and often demand engagement with multiple sources and evidence-based analysis; whereas articles usually involve less data collection/analysis but focus on bringing current issues into context for public discussion. Furthermore, both kinds of writing play important roles within academia: research papers ensure advancement in knowledge production through robust inquiry while articles serve as vehicles for disseminating scholarly findings beyond academic circles into wider society. Ultimately, being mindful about the differences between a research paper versus an article can help readers gain new insight into how each kind contributes to our understanding today’s most pressing topics.