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Research Summary – Structure, Examples and Writing Guide

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Research Summary

Definition:

A research summary is a brief and concise overview of a research project or study that highlights its key findings, main points, and conclusions. It typically includes a description of the research problem, the research methods used, the results obtained, and the implications or significance of the findings. It is often used as a tool to quickly communicate the main findings of a study to other researchers, stakeholders, or decision-makers.

Structure of Research Summary

The Structure of a Research Summary typically include:

• Introduction : This section provides a brief background of the research problem or question, explains the purpose of the study, and outlines the research objectives.
• Methodology : This section explains the research design, methods, and procedures used to conduct the study. It describes the sample size, data collection methods, and data analysis techniques.
• Results : This section presents the main findings of the study, including statistical analysis if applicable. It may include tables, charts, or graphs to visually represent the data.
• Discussion : This section interprets the results and explains their implications. It discusses the significance of the findings, compares them to previous research, and identifies any limitations or future directions for research.
• Conclusion : This section summarizes the main points of the research and provides a conclusion based on the findings. It may also suggest implications for future research or practical applications of the results.
• References : This section lists the sources cited in the research summary, following the appropriate citation style.

How to Write Research Summary

Here are the steps you can follow to write a research summary:

• Read the research article or study thoroughly: To write a summary, you must understand the research article or study you are summarizing. Therefore, read the article or study carefully to understand its purpose, research design, methodology, results, and conclusions.
• Identify the main points : Once you have read the research article or study, identify the main points, key findings, and research question. You can highlight or take notes of the essential points and findings to use as a reference when writing your summary.
• Write the introduction: Start your summary by introducing the research problem, research question, and purpose of the study. Briefly explain why the research is important and its significance.
• Summarize the methodology : In this section, summarize the research design, methods, and procedures used to conduct the study. Explain the sample size, data collection methods, and data analysis techniques.
• Present the results: Summarize the main findings of the study. Use tables, charts, or graphs to visually represent the data if necessary.
• Interpret the results: In this section, interpret the results and explain their implications. Discuss the significance of the findings, compare them to previous research, and identify any limitations or future directions for research.
• Conclude the summary : Summarize the main points of the research and provide a conclusion based on the findings. Suggest implications for future research or practical applications of the results.
• Revise and edit : Once you have written the summary, revise and edit it to ensure that it is clear, concise, and free of errors. Make sure that your summary accurately represents the research article or study.
• Add references: Include a list of references cited in the research summary, following the appropriate citation style.

Example of Research Summary

Here is an example of a research summary:

Title: The Effects of Yoga on Mental Health: A Meta-Analysis

Introduction: This meta-analysis examines the effects of yoga on mental health. The study aimed to investigate whether yoga practice can improve mental health outcomes such as anxiety, depression, stress, and quality of life.

Methodology : The study analyzed data from 14 randomized controlled trials that investigated the effects of yoga on mental health outcomes. The sample included a total of 862 participants. The yoga interventions varied in length and frequency, ranging from four to twelve weeks, with sessions lasting from 45 to 90 minutes.

Results : The meta-analysis found that yoga practice significantly improved mental health outcomes. Participants who practiced yoga showed a significant reduction in anxiety and depression symptoms, as well as stress levels. Quality of life also improved in those who practiced yoga.

Discussion : The findings of this study suggest that yoga can be an effective intervention for improving mental health outcomes. The study supports the growing body of evidence that suggests that yoga can have a positive impact on mental health. Limitations of the study include the variability of the yoga interventions, which may affect the generalizability of the findings.

Conclusion : Overall, the findings of this meta-analysis support the use of yoga as an effective intervention for improving mental health outcomes. Further research is needed to determine the optimal length and frequency of yoga interventions for different populations.

References :

• Cramer, H., Lauche, R., Langhorst, J., Dobos, G., & Berger, B. (2013). Yoga for depression: a systematic review and meta-analysis. Depression and anxiety, 30(11), 1068-1083.
• Khalsa, S. B. (2004). Yoga as a therapeutic intervention: a bibliometric analysis of published research studies. Indian journal of physiology and pharmacology, 48(3), 269-285.
• Ross, A., & Thomas, S. (2010). The health benefits of yoga and exercise: a review of comparison studies. The Journal of Alternative and Complementary Medicine, 16(1), 3-12.

Purpose of Research Summary

The purpose of a research summary is to provide a brief overview of a research project or study, including its main points, findings, and conclusions. The summary allows readers to quickly understand the essential aspects of the research without having to read the entire article or study.

Research summaries serve several purposes, including:

• Facilitating comprehension: A research summary allows readers to quickly understand the main points and findings of a research project or study without having to read the entire article or study. This makes it easier for readers to comprehend the research and its significance.
• Communicating research findings: Research summaries are often used to communicate research findings to a wider audience, such as policymakers, practitioners, or the general public. The summary presents the essential aspects of the research in a clear and concise manner, making it easier for non-experts to understand.
• Supporting decision-making: Research summaries can be used to support decision-making processes by providing a summary of the research evidence on a particular topic. This information can be used by policymakers or practitioners to make informed decisions about interventions, programs, or policies.
• Saving time: Research summaries save time for researchers, practitioners, policymakers, and other stakeholders who need to review multiple research studies. Rather than having to read the entire article or study, they can quickly review the summary to determine whether the research is relevant to their needs.

Characteristics of Research Summary

The following are some of the key characteristics of a research summary:

• Concise : A research summary should be brief and to the point, providing a clear and concise overview of the main points of the research.
• Objective : A research summary should be written in an objective tone, presenting the research findings without bias or personal opinion.
• Comprehensive : A research summary should cover all the essential aspects of the research, including the research question, methodology, results, and conclusions.
• Accurate : A research summary should accurately reflect the key findings and conclusions of the research.
• Clear and well-organized: A research summary should be easy to read and understand, with a clear structure and logical flow.
• Relevant : A research summary should focus on the most important and relevant aspects of the research, highlighting the key findings and their implications.
• Audience-specific: A research summary should be tailored to the intended audience, using language and terminology that is appropriate and accessible to the reader.
• Citations : A research summary should include citations to the original research articles or studies, allowing readers to access the full text of the research if desired.

When to write Research Summary

Here are some situations when it may be appropriate to write a research summary:

• Proposal stage: A research summary can be included in a research proposal to provide a brief overview of the research aims, objectives, methodology, and expected outcomes.
• Conference presentation: A research summary can be prepared for a conference presentation to summarize the main findings of a study or research project.
• Journal submission: Many academic journals require authors to submit a research summary along with their research article or study. The summary provides a brief overview of the study’s main points, findings, and conclusions and helps readers quickly understand the research.
• Funding application: A research summary can be included in a funding application to provide a brief summary of the research aims, objectives, and expected outcomes.
• Policy brief: A research summary can be prepared as a policy brief to communicate research findings to policymakers or stakeholders in a concise and accessible manner.

Advantages of Research Summary

Research summaries offer several advantages, including:

• Time-saving: A research summary saves time for readers who need to understand the key findings and conclusions of a research project quickly. Rather than reading the entire research article or study, readers can quickly review the summary to determine whether the research is relevant to their needs.
• Clarity and accessibility: A research summary provides a clear and accessible overview of the research project’s main points, making it easier for readers to understand the research without having to be experts in the field.
• Improved comprehension: A research summary helps readers comprehend the research by providing a brief and focused overview of the key findings and conclusions, making it easier to understand the research and its significance.
• Enhanced communication: Research summaries can be used to communicate research findings to a wider audience, such as policymakers, practitioners, or the general public, in a concise and accessible manner.
• Facilitated decision-making: Research summaries can support decision-making processes by providing a summary of the research evidence on a particular topic. Policymakers or practitioners can use this information to make informed decisions about interventions, programs, or policies.
• Increased dissemination: Research summaries can be easily shared and disseminated, allowing research findings to reach a wider audience.

Limitations of Research Summary

Limitations of the Research Summary are as follows:

• Limited scope: Research summaries provide a brief overview of the research project’s main points, findings, and conclusions, which can be limiting. They may not include all the details, nuances, and complexities of the research that readers may need to fully understand the study’s implications.
• Risk of oversimplification: Research summaries can be oversimplified, reducing the complexity of the research and potentially distorting the findings or conclusions.
• Lack of context: Research summaries may not provide sufficient context to fully understand the research findings, such as the research background, methodology, or limitations. This may lead to misunderstandings or misinterpretations of the research.
• Possible bias: Research summaries may be biased if they selectively emphasize certain findings or conclusions over others, potentially distorting the overall picture of the research.
• Format limitations: Research summaries may be constrained by the format or length requirements, making it challenging to fully convey the research’s main points, findings, and conclusions.
• Accessibility: Research summaries may not be accessible to all readers, particularly those with limited literacy skills, visual impairments, or language barriers.

About the author

Muhammad Hassan

Researcher, Academic Writer, Web developer

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• How to Write a Summary | Guide & Examples

How to Write a Summary | Guide & Examples

Published on November 23, 2020 by Shona McCombes . Revised on May 31, 2023.

Summarizing , or writing a summary, means giving a concise overview of a text’s main points in your own words. A summary is always much shorter than the original text.

There are five key steps that can help you to write a summary:

• Read the text
• Break it down into sections
• Identify the key points in each section
• Write the summary
• Check the summary against the article

Writing a summary does not involve critiquing or evaluating the source . You should simply provide an accurate account of the most important information and ideas (without copying any text from the original).

Table of contents

When to write a summary, step 1: read the text, step 2: break the text down into sections, step 3: identify the key points in each section, step 4: write the summary, step 5: check the summary against the article, other interesting articles, frequently asked questions about summarizing.

There are many situations in which you might have to summarize an article or other source:

• As a stand-alone assignment to show you’ve understood the material
• To keep notes that will help you remember what you’ve read
• To give an overview of other researchers’ work in a literature review

When you’re writing an academic text like an essay , research paper , or dissertation , you’ll integrate sources in a variety of ways. You might use a brief quote to support your point, or paraphrase a few sentences or paragraphs.

But it’s often appropriate to summarize a whole article or chapter if it is especially relevant to your own research, or to provide an overview of a source before you analyze or critique it.

In any case, the goal of summarizing is to give your reader a clear understanding of the original source. Follow the five steps outlined below to write a good summary.

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The AI-powered Citation Checker helps you avoid common mistakes such as:

• Missing commas and periods
• Incorrect usage of “et al.”
• Ampersands (&) in narrative citations
• Missing reference entries

You should read the article more than once to make sure you’ve thoroughly understood it. It’s often effective to read in three stages:

• Scan the article quickly to get a sense of its topic and overall shape.
• Read the article carefully, highlighting important points and taking notes as you read.
• Skim the article again to confirm you’ve understood the key points, and reread any particularly important or difficult passages.

There are some tricks you can use to identify the key points as you read:

• Start by reading the abstract . This already contains the author’s own summary of their work, and it tells you what to expect from the article.
• Pay attention to headings and subheadings . These should give you a good sense of what each part is about.
• Read the introduction and the conclusion together and compare them: What did the author set out to do, and what was the outcome?

To make the text more manageable and understand its sub-points, break it down into smaller sections.

If the text is a scientific paper that follows a standard empirical structure, it is probably already organized into clearly marked sections, usually including an introduction , methods , results , and discussion .

Other types of articles may not be explicitly divided into sections. But most articles and essays will be structured around a series of sub-points or themes.

Now it’s time go through each section and pick out its most important points. What does your reader need to know to understand the overall argument or conclusion of the article?

Keep in mind that a summary does not involve paraphrasing every single paragraph of the article. Your goal is to extract the essential points, leaving out anything that can be considered background information or supplementary detail.

In a scientific article, there are some easy questions you can ask to identify the key points in each part.

If the article takes a different form, you might have to think more carefully about what points are most important for the reader to understand its argument.

In that case, pay particular attention to the thesis statement —the central claim that the author wants us to accept, which usually appears in the introduction—and the topic sentences that signal the main idea of each paragraph.

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Now that you know the key points that the article aims to communicate, you need to put them in your own words.

To avoid plagiarism and show you’ve understood the article, it’s essential to properly paraphrase the author’s ideas. Do not copy and paste parts of the article, not even just a sentence or two.

The best way to do this is to put the article aside and write out your own understanding of the author’s key points.

Examples of article summaries

Let’s take a look at an example. Below, we summarize this article , which scientifically investigates the old saying “an apple a day keeps the doctor away.”

Davis et al. (2015) set out to empirically test the popular saying “an apple a day keeps the doctor away.” Apples are often used to represent a healthy lifestyle, and research has shown their nutritional properties could be beneficial for various aspects of health. The authors’ unique approach is to take the saying literally and ask: do people who eat apples use healthcare services less frequently? If there is indeed such a relationship, they suggest, promoting apple consumption could help reduce healthcare costs.

The study used publicly available cross-sectional data from the National Health and Nutrition Examination Survey. Participants were categorized as either apple eaters or non-apple eaters based on their self-reported apple consumption in an average 24-hour period. They were also categorized as either avoiding or not avoiding the use of healthcare services in the past year. The data was statistically analyzed to test whether there was an association between apple consumption and several dependent variables: physician visits, hospital stays, use of mental health services, and use of prescription medication.

Although apple eaters were slightly more likely to have avoided physician visits, this relationship was not statistically significant after adjusting for various relevant factors. No association was found between apple consumption and hospital stays or mental health service use. However, apple eaters were found to be slightly more likely to have avoided using prescription medication. Based on these results, the authors conclude that an apple a day does not keep the doctor away, but it may keep the pharmacist away. They suggest that this finding could have implications for reducing healthcare costs, considering the high annual costs of prescription medication and the inexpensiveness of apples.

However, the authors also note several limitations of the study: most importantly, that apple eaters are likely to differ from non-apple eaters in ways that may have confounded the results (for example, apple eaters may be more likely to be health-conscious). To establish any causal relationship between apple consumption and avoidance of medication, they recommend experimental research.

An article summary like the above would be appropriate for a stand-alone summary assignment. However, you’ll often want to give an even more concise summary of an article.

For example, in a literature review or meta analysis you may want to briefly summarize this study as part of a wider discussion of various sources. In this case, we can boil our summary down even further to include only the most relevant information.

Using national survey data, Davis et al. (2015) tested the assertion that “an apple a day keeps the doctor away” and did not find statistically significant evidence to support this hypothesis. While people who consumed apples were slightly less likely to use prescription medications, the study was unable to demonstrate a causal relationship between these variables.

Citing the source you’re summarizing

When including a summary as part of a larger text, it’s essential to properly cite the source you’re summarizing. The exact format depends on your citation style , but it usually includes an in-text citation and a full reference at the end of your paper.

You can easily create your citations and references in APA or MLA using our free citation generators.

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Finally, read through the article once more to ensure that:

• You’ve accurately represented the author’s work
• You haven’t missed any essential information
• The phrasing is not too similar to any sentences in the original.

If you’re summarizing many articles as part of your own work, it may be a good idea to use a plagiarism checker to double-check that your text is completely original and properly cited. Just be sure to use one that’s safe and reliable.

If you want to know more about ChatGPT, AI tools , citation , and plagiarism , make sure to check out some of our other articles with explanations and examples.

• ChatGPT vs human editor
• ChatGPT citations
• Is ChatGPT trustworthy?
• Using ChatGPT for your studies
• What is ChatGPT?
• Chicago style
• Paraphrasing

 Plagiarism

• Types of plagiarism
• Self-plagiarism
• Avoiding plagiarism
• Academic integrity
• Consequences of plagiarism
• Common knowledge

A summary is a short overview of the main points of an article or other source, written entirely in your own words. Want to make your life super easy? Try our free text summarizer today!

A summary is always much shorter than the original text. The length of a summary can range from just a few sentences to several paragraphs; it depends on the length of the article you’re summarizing, and on the purpose of the summary.

You might have to write a summary of a source:

• As a stand-alone assignment to prove you understand the material
• For your own use, to keep notes on your reading
• To provide an overview of other researchers’ work in a literature review
• In a paper , to summarize or introduce a relevant study

To avoid plagiarism when summarizing an article or other source, follow these two rules:

• Write the summary entirely in your own words by paraphrasing the author’s ideas.
• Cite the source with an in-text citation and a full reference so your reader can easily find the original text.

An abstract concisely explains all the key points of an academic text such as a thesis , dissertation or journal article. It should summarize the whole text, not just introduce it.

An abstract is a type of summary , but summaries are also written elsewhere in academic writing . For example, you might summarize a source in a paper , in a literature review , or as a standalone assignment.

All can be done within seconds with our free text summarizer .

Cite this Scribbr article

If you want to cite this source, you can copy and paste the citation or click the “Cite this Scribbr article” button to automatically add the citation to our free Citation Generator.

McCombes, S. (2023, May 31). How to Write a Summary | Guide & Examples. Scribbr. Retrieved June 18, 2024, from https://www.scribbr.com/working-with-sources/how-to-summarize/

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How To Write A Research Summary

It’s a common perception that writing a research summary is a quick and easy task. After all, how hard can jotting down 300 words be? But when you consider the weight those 300 words carry, writing a research summary as a part of your dissertation, essay or compelling draft for your paper instantly becomes daunting task.

A research summary requires you to synthesize a complex research paper into an informative, self-explanatory snapshot. It needs to portray what your article contains. Thus, writing it often comes at the end of the task list.

Regardless of when you’re planning to write, it is no less of a challenge, particularly if you’re doing it for the first time. This blog will take you through everything you need to know about research summary so that you have an easier time with it.

What is a Research Summary?

A research summary is the part of your research paper that describes its findings to the audience in a brief yet concise manner. A well-curated research summary represents you and your knowledge about the information written in the research paper.

While writing a quality research summary, you need to discover and identify the significant points in the research and condense it in a more straightforward form. A research summary is like a doorway that provides access to the structure of a research paper's sections.

Since the purpose of a summary is to give an overview of the topic, methodology, and conclusions employed in a paper, it requires an objective approach. No analysis or criticism.

Research summary or Abstract. What’s the Difference?

They’re both brief, concise, and give an overview of an aspect of the research paper. So, it’s easy to understand why many new researchers get the two confused. However, a research summary and abstract are two very different things with individual purpose. To start with, a research summary is written at the end while the abstract comes at the beginning of a research paper.

A research summary captures the essence of the paper at the end of your document. It focuses on your topic, methods, and findings. More like a TL;DR, if you will. An abstract, on the other hand, is a description of what your research paper is about. It tells your reader what your topic or hypothesis is, and sets a context around why you have embarked on your research.

Getting Started with a Research Summary

Before you start writing, you need to get insights into your research’s content, style, and organization. There are three fundamental areas of a research summary that you should focus on.

• While deciding the contents of your research summary, you must include a section on its importance as a whole, the techniques, and the tools that were used to formulate the conclusion. Additionally, there needs to be a short but thorough explanation of how the findings of the research paper have a significance.
• To keep the summary well-organized, try to cover the various sections of the research paper in separate paragraphs. Besides, how the idea of particular factual research came up first must be explained in a separate paragraph.
• As a general practice worldwide, research summaries are restricted to 300-400 words. However, if you have chosen a lengthy research paper, try not to exceed the word limit of 10% of the entire research paper.

How to Structure Your Research Summary

The research summary is nothing but a concise form of the entire research paper. Therefore, the structure of a summary stays the same as the paper. So, include all the section titles and write a little about them. The structural elements that a research summary must consist of are:

It represents the topic of the research. Try to phrase it so that it includes the key findings or conclusion of the task.

The abstract gives a context of the research paper. Unlike the abstract at the beginning of a paper, the abstract here, should be very short since you’ll be working with a limited word count.

Introduction

This is the most crucial section of a research summary as it helps readers get familiarized with the topic. You should include the definition of your topic, the current state of the investigation, and practical relevance in this part. Additionally, you should present the problem statement, investigative measures, and any hypothesis in this section.

Methodology

This section provides details about the methodology and the methods adopted to conduct the study. You should write a brief description of the surveys, sampling, type of experiments, statistical analysis, and the rationality behind choosing those particular methods.

Create a list of evidence obtained from the various experiments with a primary analysis, conclusions, and interpretations made upon that. In the paper research paper, you will find the results section as the most detailed and lengthy part. Therefore, you must pick up the key elements and wisely decide which elements are worth including and which are worth skipping.

This is where you present the interpretation of results in the context of their application. Discussion usually covers results, inferences, and theoretical models explaining the obtained values, key strengths, and limitations. All of these are vital elements that you must include in the summary.

Most research papers merge conclusion with discussions. However, depending upon the instructions, you may have to prepare this as a separate section in your research summary. Usually, conclusion revisits the hypothesis and provides the details about the validation or denial about the arguments made in the research paper, based upon how convincing the results were obtained.

The structure of a research summary closely resembles the anatomy of a scholarly article . Additionally, you should keep your research and references limited to authentic and  scholarly sources only.

Tips for Writing a Research Summary

The core concept behind undertaking a research summary is to present a simple and clear understanding of your research paper to the reader. The biggest hurdle while doing that is the number of words you have at your disposal. So, follow the steps below to write a research summary that sticks.

1. Read the parent paper thoroughly

You should go through the research paper thoroughly multiple times to ensure that you have a complete understanding of its contents. A 3-stage reading process helps.

a. Scan: In the first read, go through it to get an understanding of its basic concept and methodologies.

b. Read: For the second step, read the article attentively by going through each section, highlighting the key elements, and subsequently listing the topics that you will include in your research summary.

c. Skim: Flip through the article a few more times to study the interpretation of various experimental results, statistical analysis, and application in different contexts.

Sincerely go through different headings and subheadings as it will allow you to understand the underlying concept of each section. You can try reading the introduction and conclusion simultaneously to understand the motive of the task and how obtained results stay fit to the expected outcome.

2. Identify the key elements in different sections

While exploring different sections of an article, you can try finding answers to simple what, why, and how. Below are a few pointers to give you an idea:

• What is the research question and how is it addressed?
• Is there a hypothesis in the introductory part?
• What type of methods are being adopted?
• What is the sample size for data collection and how is it being analyzed?
• What are the most vital findings?
• Do the results support the hypothesis?

Discussion/Conclusion

• What is the final solution to the problem statement?
• What is the explanation for the obtained results?
• What is the drawn inference?
• What are the various limitations of the study?

3. Prepare the first draft

Now that you’ve listed the key points that the paper tries to demonstrate, you can start writing the summary following the standard structure of a research summary. Just make sure you’re not writing statements from the parent research paper verbatim.

Instead, try writing down each section in your own words. This will not only help in avoiding plagiarism but will also show your complete understanding of the subject. Alternatively, you can use a summarizing tool (AI-based summary generators) to shorten the content or summarize the content without disrupting the actual meaning of the article.

SciSpace Copilot is one such helpful feature! You can easily upload your research paper and ask Copilot to summarize it. You will get an AI-generated, condensed research summary. SciSpace Copilot also enables you to highlight text, clip math and tables, and ask any question relevant to the research paper; it will give you instant answers with deeper context of the article..

4. Include visuals

One of the best ways to summarize and consolidate a research paper is to provide visuals like graphs, charts, pie diagrams, etc.. Visuals make getting across the facts, the past trends, and the probabilistic figures around a concept much more engaging.

5. Double check for plagiarism

It can be very tempting to copy-paste a few statements or the entire paragraphs depending upon the clarity of those sections. But it’s best to stay away from the practice. Even paraphrasing should be done with utmost care and attention.

Also: QuillBot vs SciSpace: Choose the best AI-paraphrasing tool

6. Religiously follow the word count limit

You need to have strict control while writing different sections of a research summary. In many cases, it has been observed that the research summary and the parent research paper become the same length. If that happens, it can lead to discrediting of your efforts and research summary itself. Whatever the standard word limit has been imposed, you must observe that carefully.

7. Proofread your research summary multiple times

The process of writing the research summary can be exhausting and tiring. However, you shouldn’t allow this to become a reason to skip checking your academic writing several times for mistakes like misspellings, grammar, wordiness, and formatting issues. Proofread and edit until you think your research summary can stand out from the others, provided it is drafted perfectly on both technicality and comprehension parameters. You can also seek assistance from editing and proofreading services , and other free tools that help you keep these annoying grammatical errors at bay.

8. Watch while you write

Keep a keen observation of your writing style. You should use the words very precisely, and in any situation, it should not represent your personal opinions on the topic. You should write the entire research summary in utmost impersonal, precise, factually correct, and evidence-based writing.

9. Ask a friend/colleague to help

Once you are done with the final copy of your research summary, you must ask a friend or colleague to read it. You must test whether your friend or colleague could grasp everything without referring to the parent paper. This will help you in ensuring the clarity of the article.

Once you become familiar with the research paper summary concept and understand how to apply the tips discussed above in your current task, summarizing a research summary won’t be that challenging. While traversing the different stages of your academic career, you will face different scenarios where you may have to create several research summaries.

In such cases, you just need to look for answers to simple questions like “Why this study is necessary,” “what were the methods,” “who were the participants,” “what conclusions were drawn from the research,” and “how it is relevant to the wider world.” Once you find out the answers to these questions, you can easily create a good research summary following the standard structure and a precise writing style.

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• How it works

Writing a Summary – Explanation & Examples

Published by Alvin Nicolas at October 17th, 2023 , Revised On October 17, 2023

In a world bombarded with vast amounts of information, condensing and presenting data in a digestible format becomes invaluable. Enter summaries. 

A summary is a brief and concise account of the main points of a larger body of work. It distils complex ideas, narratives, or data into a version that is quicker to read and easier to understand yet still retains the essence of the original content.

Importance of Summaries

The importance of summarising extends far beyond just making reading more manageable. In academic settings, summaries aid students in understanding and retaining complex materials, from textbook chapters to research articles. They also serve as tools to showcase one’s grasp of the subject in essays and reports. 

In professional arenas, summaries are pivotal in business reports, executive briefings, and even emails where key points need to be conveyed quickly to decision-makers. Meanwhile, summarising skills come into play in our personal lives when we relay news stories to friends, recap a movie plot, or even scroll through condensed news or app notifications on our smartphones.

Why Do We Write Summaries?

In our modern information age, the sheer volume of content available can be overwhelming. From detailed research papers to comprehensive news articles, the quest for knowledge is often met with lengthy and complex resources. This is where the power of a well-crafted summary comes into play. But what drives us to create or seek out summaries? Let’s discuss.

Makes Important Things Easy to Remember

At the heart of summarisation is the goal to understand. A well-written summary aids in digesting complex material. By distilling larger works into their core points, we reinforce the primary messages, making them easier to remember. This is especially crucial for students who need to retain knowledge for exams or professionals prepping for a meeting based on a lengthy report.

Simplification of Complex Topics

Not everyone is an expert in every field. Often, topics come laden with jargon, intricate details, and nuanced arguments. Summaries act as a bridge, translating this complexity into accessible and straightforward content. This is especially beneficial for individuals new to a topic or those who need just the highlights without the intricacies.

Aid in Researching and Understanding Diverse Sources

Researchers, writers, and academics often wade through many sources when working on a project. This involves finding sources of different types, such as primary or secondary sources , and then understanding their content. Sifting through each source in its entirety can be time-consuming. Summaries offer a streamlined way to understand each source’s main arguments or findings, making synthesising information from diverse materials more efficient.

Condensing Information for Presentation or Sharing

In professional settings, there is often a need to present findings, updates, or recommendations to stakeholders. An executive might not have the time to go through a 50-page report, but they would certainly appreciate a concise summary highlighting the key points. Similarly, in our personal lives, we often summarise movie plots, book stories, or news events when sharing with friends or family.

Characteristics of a Good Summary

Crafting an effective summary is an art. It’s more than just shortening a piece of content; it is about capturing the essence of the original work in a manner that is both accessible and true to its intent. Let’s explore the primary characteristics that distinguish a good summary from a mediocre one:

Conciseness

At the core of a summary is the concept of brevity. But being concise doesn’t mean leaving out vital information. A good summary will:

• Eliminate superfluous details or repetitive points.
• Focus on the primary arguments, events, or findings.
• Use succinct language without compromising the message.

Objectivity

Summarising is not about infusing personal opinions or interpretations. A quality summary will:

• Stick to the facts as presented in the original content.
• Avoid introducing personal biases or perspectives.
• Represent the original author’s intent faithfully.

A summary is meant to simplify and make content accessible. This is only possible if the summary itself is easy to understand. Ensuring clarity involves:

• Avoiding jargon or technical terms unless they are essential to the content. If they are used, they should be clearly defined.
• Structuring sentences in a straightforward manner.
• Making sure ideas are presented in a way that even someone unfamiliar with the topic can grasp the primary points.

A jumble of ideas, no matter how concise, will not make for a good summary. Coherence ensures that there’s a logical flow to the summarised content. A coherent summary will:

• Maintain a logical sequence, often following the structure of the original content.
• Use transition words or phrases to connect ideas and ensure smooth progression.
• Group related ideas together to provide structure and avoid confusion.

Steps of Writing a Summary

The process of creating a compelling summary is not merely about cutting down content. It involves understanding, discerning, and crafting. Here is a step-by-step guide to writing a summary that encapsulates the essence of the original work:

Reading Actively

Engage deeply with the content to ensure a thorough understanding.

• Read the entire document or work first to grasp its overall intent and structure.
• On the second read, underline or highlight the standout points or pivotal moments.
• Make brief notes in the margins or on a separate sheet, capturing the core ideas in your own words.

Identifying the Main Idea

Determine the backbone of the content, around which all other details revolve.

• Ask yourself: “What is the primary message or theme the author wants to convey?”
• This can often be found in the title, introduction, or conclusion of a piece.
• Frame the main idea in a clear and concise statement to guide your summary.

List Key Supporting Points

Understand the pillars that uphold the main idea, providing evidence or depth to the primary message.

• Refer back to the points you underlined or highlighted during your active reading.
• Note major arguments, evidence, or examples that the author uses to back up the main idea.
• Prioritise these points based on their significance to the main idea.

Draft the Summary

Convert your understanding into a condensed, coherent version of the original.

• Start with a statement of the main idea.
• Follow with the key supporting points, maintaining logical order.
• Avoid including trivial details or examples unless they’re crucial to the primary message.
• Use your own words, ensuring you are not plagiarising the original content.

Fine-tune your draft to ensure clarity, accuracy, and brevity.

• Read your draft aloud to check for flow and coherence.
• Ensure that your summary remains objective, avoiding any personal interpretations or biases.
• Check the length. See if any non-essential details can be removed without sacrificing understanding if it is too lengthy.
• Ensure clarity by ensuring the language is straightforward, and the main ideas are easily grasped.

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Dos and Don’ts of Summarising Key Points

Summarising, while seemingly straightforward, comes with its nuances. Properly condensing content demands a balance between brevity and fidelity to the original work. To aid in crafting exemplary summaries, here is a guide on the essential dos and don’ts:

Use your Own Words

This ensures that you have truly understood the content and are not merely parroting it. It also prevents issues of plagiarism.

Tip: After reading the original content, take a moment to reflect on it. Then, without looking at the source, write down the main points in your own words.

Attribute Sources Properly

Giving credit is both ethical and provides context to readers, helping them trace back to the original work if needed. How to cite sources correctly is a skill every writer should master.

Tip: Use signal phrases like “According to [Author/Source]…” or “As [Author/Source] points out…” to seamlessly incorporate attributions.

Ensure Accuracy of the Summarised Content

A summary should be a reliable reflection of the original content. Distorting or misrepresenting the original ideas compromises the integrity of the summary.

Tip: After drafting your summary, cross-check with the original content to ensure all key points are represented accurately and ensure you are referencing credible sources .

Avoid Copy-Pasting Chunks of Original Content

This not only raises plagiarism concerns but also shows a lack of genuine engagement with the material.

Tip: If a particular phrase or sentence from the original is pivotal and cannot be reworded without losing its essence, use block quotes , quotation marks, and attribute the source.

Do not Inject your Personal Opinion

A summary should be an objective reflection of the source material. Introducing personal biases or interpretations can mislead readers.

Tip: Stick to the facts and arguments presented in the original content. If you find yourself writing “I think” or “In my opinion,” reevaluate the sentence.

Do not Omit Crucial Information

While a summary is meant to be concise, it shouldn’t be at the expense of vital details that are essential to understanding the original content’s core message.

Tip: Prioritise information. Always include the main idea and its primary supports. If you are unsure whether a detail is crucial, consider its impact on the overall message.

Examples of Summaries

Here are a few examples that will help you get a clearer view of how to write a summary. 

Example 1: Summary of a News Article

Original Article: The article reports on the recent discovery of a rare species of frog in the Amazon rainforest. The frog, named the “Emerald Whisperer” due to its unique green hue and the soft chirping sounds it makes, was found by a team of researchers from the University of Texas. The discovery is significant as it offers insights into the biodiversity of the region, and the Emerald Whisperer might also play a pivotal role in understanding the ecosystem balance.

Summary: Researchers from the University of Texas have discovered a unique frog, termed the “Emerald Whisperer,” in the Amazon rainforest. This finding sheds light on the region’s biodiversity and underscores the importance of the frog in ecological studies.

Example 2: Summary of a Research Paper

Original Paper: In a study titled “The Impact of Urbanisation on Bee Populations,” researchers conducted a year-long observation on bee colonies in three urban areas and three rural areas. Using specific metrics like colony health, bee productivity, and population size, the study found that urban environments saw a 30% decline in bee populations compared to rural settings. The research attributes this decline to factors like pollution, reduced green spaces, and increased temperatures in urban areas.

Summary: A study analysing the effects of urbanisation on bee colonies found a significant 30% decrease in bee populations in urban settings compared to rural areas. The decline is linked to urban factors such as pollution, diminished greenery, and elevated temperatures.

Example 3: Summary of a Novel

Original Story: In the novel “Winds of Fate,” protagonist Clara is trapped in a timeless city where memories dictate reality. Throughout her journey, she encounters characters from her past, present, and imagined future. Battling her own perceptions and a menacing shadow figure, Clara seeks an elusive gateway to return to her real world. In the climax, she confronts the shadow, which turns out to be her own fear, and upon overcoming it, she finds her way back, realising that reality is subjective.

Summary: “Winds of Fate” follows Clara’s adventures in a surreal city shaped by memories. Confronting figures from various phases of her life and battling a symbolic shadow of her own fear, Clara eventually discovers that reality’s perception is malleable and subjective.

Frequently Asked Questions

How long is a summary.

A summary condenses a larger piece of content, capturing its main points and essence.  It is usually one-fourth of the original content.

What is a summary?

A summary is a concise representation of a larger text or content, highlighting its main ideas and points. It distils complex information into a shorter form, allowing readers to quickly grasp the essence of the original material without delving into extensive details. Summaries prioritise clarity, brevity, and accuracy.

When should I write a summary?

Write a summary when you need to condense lengthy content for easier comprehension and recall. It’s useful in academic settings, professional reports, presentations, and research to highlight key points. Summaries aid in comparing multiple sources, preparing for discussions, and sharing essential details of extensive materials efficiently with others.

How can I summarise a source without plagiarising?

To summarise without plagiarising: Read the source thoroughly, understand its main ideas, and then write the summary in your own words. Avoid copying phrases verbatim. Attribute the source properly. Use paraphrasing techniques and cross-check your summary against the original to ensure distinctiveness while retaining accuracy. Always prioritise understanding over direct replication.

What is the difference between a summary and an abstract?

A summary condenses a text, capturing its main points from various content types like books, articles, or movies. An abstract, typically found in research papers and scientific articles, provides a brief overview of the study’s purpose, methodology, results, and conclusions. Both offer concise versions, but abstracts are more structured and specific.

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The CRAAP Test is an acronym used as a checklist to help individuals evaluate the credibility and relevance of sources, especially in academic or research contexts. CRAAP stands for Currency, Relevance, Authority, Accuracy, and Purpose. Each of these criteria can help a researcher determine if a source is trustworthy and suitable for their needs.

When researching or exploring a new topic, the distinction between primary and secondary sources is paramount. The validity, reliability, and relevance of the information you gather will heavily depend on the type of source you consult. 

In our vast world of information, conveying ideas in our own words is crucial. This brings us to the practice of “paraphrasing.” 

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Research Summary: What is it & how to write one

The Research Summary is used to report facts about a study clearly. You will almost certainly be required to prepare a research summary during your academic research or while on a research project for your organization.

If it is the first time you have to write one, the writing requirements may confuse you. The instructors generally assign someone to write a summary of the research work. Research summaries require the writer to have a thorough understanding of the issue.

This article will discuss the definition of a research summary and how to write one.

What is a research summary?

A research summary is a piece of writing that summarizes your research on a specific topic. Its primary goal is to offer the reader a detailed overview of the study with the key findings. A research summary generally contains the article’s structure in which it is written.

You must know the goal of your analysis before you launch a project. A research overview summarizes the detailed response and highlights particular issues raised in it. Writing it might be somewhat troublesome. To write a good overview, you want to start with a structure in mind. Read on for our guide.

Why is an analysis recap so important?

Your summary or analysis is going to tell readers everything about your research project. This is the critical piece that your stakeholders will read to identify your findings and valuable insights. Having a good and concise research summary that presents facts and comes with no research biases is the critical deliverable of any research project.

We’ve put together a cheat sheet to help you write a good research summary below.

Research Summary Guide

• Why was this research done?  – You want to give a clear description of why this research study was done. What hypothesis was being tested?
• Who was surveyed? – The what and why or your research decides who you’re going to interview/survey. Your research summary has a detailed note on who participated in the study and why they were selected. 
• What was the methodology? – Talk about the methodology. Did you do face-to-face interviews? Was it a short or long survey or a focus group setting? Your research methodology is key to the results you’re going to get. 
• What were the key findings? – This can be the most critical part of the process. What did we find out after testing the hypothesis? This section, like all others, should be just facts, facts facts. You’re not sharing how you feel about the findings. Keep it bias-free.
• Conclusion – What are the conclusions that were drawn from the findings. A good example of a conclusion. Surprisingly, most people interviewed did not watch the lunar eclipse in 2022, which is unexpected given that 100% of those interviewed knew about it before it happened.
• Takeaways and action points – This is where you bring in your suggestion. Given the data you now have from the research, what are the takeaways and action points? If you’re a researcher running this research project for your company, you’ll use this part to shed light on your recommended action plans for the business.

LEARN ABOUT:   Action Research

If you’re doing any research, you will write a summary, which will be the most viewed and more important part of the project. So keep a guideline in mind before you start. Focus on the content first and then worry about the length. Use the cheat sheet/checklist in this article to organize your summary, and that’s all you need to write a great research summary!

But once your summary is ready, where is it stored? Most teams have multiple documents in their google drives, and it’s a nightmare to find projects that were done in the past. Your research data should be democratized and easy to use.

We at QuestionPro launched a research repository for research teams, and our clients love it. All your data is in one place, and everything is searchable, including your research summaries! 

Authors: Prachi, Anas

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Research Summary Structure, Samples, Writing Steps, and Useful Suggestions

Updated 13 Jun 2024

What is a Research Summary and Why Is It Important?

A research summary is a type of paper designed to provide a brief overview of a given study - typically, an article from a peer-reviewed academic journal. It is a frequent type of task encountered in US colleges and universities, both in humanitarian and exact sciences, which is due to how important it is to teach students to properly interact with and interpret scientific literature and in particular, academic papers, which are the key way through which new ideas, theories, and evidence are presented to experts in many fields of knowledge. A research summary typically preserves the structure/sections of the article it focuses on. Get the grades you want with our professional research paper helper .

How to Write a Research Summary – Typical Steps

Follow these clear steps to help avoid typical mistakes and productivity bottlenecks, allowing for a more efficient through your writing process:

• Skim the article in order to get a rough idea of the content covered in each section and to understand the relative importance of content, for instance, how important different lines of evidence are (this helps you understand which sections you should focus on more when reading in detail). Make sure you understand the task and your professor's requirements before reading the article. In this step, you can also decide whether to write a summary by yourself or ask for a cheap research paper writing service instead.
• Analyze and understand the topic and article. Writing a summary of a research paper involves becoming very familiar with the topic – sometimes, it is impossible to understand the content without learning about the current state of knowledge, as well as key definitions, concepts, models. This is often performed while reading the literature review. As for the paper itself, understanding it means understanding analysis questions, hypotheses, listed evidence, how strongly this evidence supports the hypotheses, as well as analysis implications. Keep in mind that only a deep understanding allows one to efficiently and accurately summarize the content.
• Make notes as you read. You could highlight or summarize each paragraph with a brief sentence that would record the key idea delivered in it (obviously, some paragraphs deserve more attention than others). However, be careful not to engage in extensive writing while still reading. This is important because, while reading, you might realize that some sections you initially considered important might actually be less important compared to information that follows. As for underlining or highlighting – do these only with the most important evidence, otherwise, there is little use in “coloring” everything without distinction.
• Assemble a draft by bringing together key evidence and notes from each paragraph/ section. Make sure that all elements characteristic of a research summary are covered (as detailed below).
• Find additional literature for forming or supporting your critical view (this is if your critical view/position is required), for instance, judgments about limitations of the study or contradictory evidence.

Read Also:  Criminal Justice Research Topics To Impress Your Teacher

Research Summary Structure

The research summary format resembles that found in the original paper (just a concise version of it). Content from all sections should be covered and reflected upon, regardless of whether corresponding headings are present or not. Key structural elements of any research summary are as follows:

• Title – it announces the exact topic/area of analysis and can even be formulated to briefly announce key finding(s) or argument(s) delivered.
• Abstract – this is a very concise and comprehensive description of the study, present virtually in any academic article (the length varies greatly, typically within 100-500 words). Unlike an academic article, your research summary is expected to have a much shorter abstract.
• Introduction – this is an essential part of any research summary which provides necessary context (the literature review) that helps introduce readers to the subject by presenting the current state of the investigation, an important concept or definition, etc. This section might also describe the subject’s importance (or might not, for instance, when it is self-evident). Finally, an introduction typically lists investigation questions and hypotheses advanced by authors, which are normally mentioned in detail in any research summary (obviously, doing this is only possible after identifying these elements in the original paper).
• Methodology – regardless of its location, this section details experimental methods or data analysis methods used (e.g. types of experiments, surveys, sampling, or statistical analysis). In a research summary, many of these details would have to be omitted; hence, it is important to understand what is most important to mention.
• Results section – this section lists in detail evidence obtained from all experiments with some primary data analysis, conclusions, observations, and primary interpretations being made. It is typically the largest section of any analysis paper, so, it has to be concisely rewritten, which implies understanding which content is worth omitting and worth keeping.
• Discussion – this is where results are being discussed in the context of current knowledge among experts. This section contains interpretations of results, theoretical models explaining the observed results, study strengths and especially limitations, complementary future exploration to be undertaken, conclusions, etc. All these are important elements that need to be conveyed in a summary.
• Conclusion – in the original article, this section could be absent or merged with “Discussion”. Specific research summary instructions might require this to be a standalone section. In a conclusion, hypotheses are revisited and validated or denied, based on how convincing the evidence is (key lines of evidence could be highlighted).
• References – this section is for mentioning those cited works directly in your summary – obviously, one has to provide appropriate citations at least for the original article (this often suffices). Mentioning other works might be relevant when your critical opinion is also required (supported with new unrelated evidence).

Note that if you need some model research summary papers done before you start writing yourself (this will help familiarize you with essay structure and various sections), you could simply recruit our company by following the link provided below.

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Research Summary Writing Tips

Below is a checklist of useful research paper tips worth considering when writing research summaries:

• Make sure you are always aware of the bigger picture/ direction. You need to keep in mind a complete and coherent picture of the story delivered by the original article. It might be helpful to reread or scan it quickly to remind yourself of the declared goals, hypotheses, key evidence, and conclusions – this awareness offers a constant sense of direction, which ensures that no written sentence is out of context. It is useful doing this even after you have written a fourth, a third, or half of the paper (to make sure no deviation occurs).
• Consider writing a detailed research outline before writing the draft – it might be of great use when structuring your paper. A research summary template is also very likely to help you structure your paper.
• Sketch the main elements of the conclusion before writing it. Do this for a number of reasons: validate/invalidate hypotheses; enumerate key evidence supporting or invalidating them, list potential implications; mention the subject’s importance; mention study limitations and future directions for research. In order to include them all, it is useful having them written down and handy.
• Consider writing the introduction and discussion last. It makes sense to first list hypotheses, goals, questions, and key results. Latter, information contained in the introduction and discussion can be adapted as needed (for instance, to match a preset word count limit). Also, on the basis of already written paragraphs, you can easily generate your discussion with the help of a conclusion tool ; it works online and is absolutely free of charge. Apart from this, follow a natural order.
• Include visuals – you could summarize a lot of text using graphs or charts while simultaneously improving readability.
• Be very careful not to plagiarize. It is very tempting to “borrow” or quote entire phrases from an article, provided how well-written these are, but you need to summarize your paper without plagiarizing at all (forget entirely about copy-paste – it is only allowed to paraphrase and even this should be done carefully). The best way to stay safe is by formulating your own thoughts from scratch.
• Keep your word count in check. You don’t want your summary to be as long as the original paper (just reformulated). In addition, you might need to respect an imposed word count limit, which requires being careful about how much you write for each section.
• Proofread your work for grammar, spelling, wordiness, and formatting issues (feel free to use our convert case tool for titles, headings, subheadings, etc.).
• Watch your writing style – when summarizing content, it should be impersonal, precise, and purely evidence-based. A personal view/attitude should be provided only in the critical section (if required).
• Ask a colleague to read your summary and test whether he/she could understand everything without reading the article – this will help ensure that you haven’t skipped some important content, explanations, concepts, etc.

For additional information on formatting, structure, and for more writing tips, check out these research paper guidelines on our website. Remember that we cover most research papers writing services you can imagine and can offer help at various stages of your writing project, including proofreading, editing, rewriting for plagiarism elimination, and style adjustment.

Research Summary Example 1

Below are some defining elements of a sample research summary written from an imaginary article.

Title – “The probability of an unexpected volcanic eruption in Yellowstone” Introduction – this section would list those catastrophic consequences hitting our country in  case of a massive eruption and the importance of analyzing this matter. Hypothesis –  An eruption of the Yellowstone supervolcano would be preceded by intense precursory activity manifesting a few weeks up to a few years in advance. Results – these could contain a report of statistical data from multiple volcanic eruptions happening worldwide looking specifically at activity that preceded these events (in particular, how early each type of activity was detected). Discussion and conclusion – Given that Yellowstone is continuously monitored by scientists and that signs of an eruption are normally detected much in advance and at least a few days in advance, the hypothesis is confirmed. This could find application in creating emergency plans detailing an organized evacuation campaign and other response measures.

Research Summary Example 2

Below is another sample sketch, also from an imaginary article.

Title – “The frequency of extreme weather events in US in 2000-2008 as compared to the ‘50s” Introduction – Weather events bring immense material damage and cause human victims. Hypothesis – Extreme weather events are significantly more frequent nowadays than in the ‘50s Results – these could list the frequency of several categories of extreme events now and then: droughts and associated fires, massive rainfall/snowfall and associated floods, hurricanes, tornadoes, arctic cold waves, etc. Discussion and conclusion – Several types of extreme events indeed became significantly more frequent recently, confirming this hypothesis. This increasing frequency correlates reliably with rising CO2 levels in atmosphere and growing temperatures worldwide and in the absence of another recent major global change that could explain a higher frequency of disasters but also knowing how growing temperature disturbs weather patterns, it is natural to assume that global warming (CO2) causes this increase in frequency. This, in turn, suggests that this increased frequency of disasters is not a short-term phenomenon but is here to stay until we address CO2 levels.

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Let Professionals Help With Your Research Summary

Writing a research summary has its challenges, but becoming familiar with its structure (i.e. the structure of an article), understanding well the article that needs to be summarized, and adhering to recommended guidelines will help the process go smoothly.

Simply create your account in a few clicks, place an order by uploading your instructions, and upload or indicate the article requiring a summary and choose a preferred writer for this task (according to experience, rating, bidding price). Our transparent system puts you in control, allowing you to set priorities as you wish (to our knowledge, few competitors have something equivalent in place). Obviously, we can help with many other essay types such as critical thinking essay, argumentative essay, etc. In particular, the research paper definition article on our website highlights a few popular paper types we work with.

Another unique advantage is that we allow and encourage you to communicate directly with your writer (if you wish) guiding his or her work – feel free to request partial drafts, to clarify potential issues you worry about, or even to revise papers as often as needed (for free) until you achieve a satisfactory result. We’ve implemented a system where money is released to writers only after students are fully satisfied with what they get. If you feel like giving it a try, it’s easy and worry-free! Just follow the link below.

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• Research Summary: What Is It & How To Write One

Introduction

A research summary is a requirement during academic research and sometimes you might need to prepare a research summary during a research project for an organization.

Most people find a research summary a daunting task as you are required to condense complex research material into an informative, easy-to-understand article most times with a minimum of 300-500 words.

In this post, we will guide you through all the steps required to make writing your research summary an easier task. 

What is a Research Summary?

A research summary is a piece of writing that summarizes the research of a specific topic into bite-size easy-to-read and comprehend articles. The primary goal is to give the reader a detailed outline of the key findings of a research.

It is an unavoidable requirement in colleges and universities. To write a good research summary, you must understand the goal of your research, as this would help make the process easier. 

A research summary preserves the structure and sections of the article it is derived from.

Research Summary or Abstract: What’s The Difference?

The Research Summary and Abstract are similar, especially as they are both brief, straight to the point, and provide an overview of the entire research paper. However, there are very clear differences.

To begin with, a Research summary is written at the end of a research activity, while the Abstract is written at the beginning of a research paper. 

A Research Summary captures the main points of a study, with an emphasis on the topic, method , and discoveries, an Abstract is a description of what your research paper would talk about and the reason for your research or the hypothesis you are trying to validate.

Let us take a deeper look at the difference between both terms.

What is an Abstract?

An abstract is a short version of a research paper. It is written to convey the findings of the research to the reader. It provides the reader with information that would help them understand the research, by giving them a clear idea about the subject matter of a research paper. It is usually submitted before the presentation of a research paper.

What is a Summary?

A summary is a short form of an essay, a research paper, or a chapter in a book. A research summary is a narration of a research study, condensing the focal points of research to a shorter form, usually aligned with the same structure of the research study, from which the summary is derived.

What Is The Difference Between an Abstract and a Summary?

An abstract communicates the main points of a research paper, it includes the questions, major findings, the importance of the findings, etc.

An abstract reflects the perceptions of the author about a topic, while a research summary reflects the ideology of the research study that is being summarized.

Getting Started with a Research Summary

Before commencing a research summary, there is a need to understand the style and organization of the content you plan to summarize. There are three fundamental areas of the research that should be the focal point:

• When deciding on the content include a section that speaks to the importance of the research, and the techniques and tools used to arrive at your conclusion.
• Keep the summary well organized, and use paragraphs to discuss the various sections of the research.
• Restrict your research to 300-400 words which is the standard practice for research summaries globally. However, if the research paper you want to summarize is a lengthy one, do not exceed 10% of the entire research material.

Once you have satisfied the requirements of the fundamentals for starting your research summary, you can now begin to write using the following format:

• Why was this research done?   – A clear description of the reason the research was embarked on and the hypothesis being tested.
• Who was surveyed? – Your research study should have details of the source of your information. If it was via a survey, you should document who the participants of the survey were and the reason that they were selected.
• What was the methodology? – Discuss the methodology, in terms of what kind of survey method did you adopt. Was it a face-to-face interview, a phone interview, or a focus group setting?
• What were the key findings? – This is perhaps the most vital part of the process. What discoveries did you make after the testing? This part should be based on raw facts free from any personal bias.
• Conclusion – What conclusions did you draw from the findings?
• Takeaways and action points – This is where your views and perception can be reflected. Here, you can now share your recommendations or action points.
• Identify the focal point of the article –  In other to get a grasp of the content covered in the research paper, you can skim the article first, in a bid to understand the most essential part of the research paper. 
• Analyze and understand the topic and article – Writing a summary of a research paper involves being familiar with the topic –  the current state of knowledge, key definitions, concepts, and models. This is often gleaned while reading the literature review. Please note that only a deep understanding ensures efficient and accurate summarization of the content.
• Make notes as you read – Highlight and summarize each paragraph as you read. Your notes are what you would further condense to create a draft that would form your research summary.

How to Structure Your Research Summary

• Title – This highlights the area of analysis, and can be formulated to briefly highlight key findings.
• Abstract – this is a very brief and comprehensive description of the study, required in every academic article, with a length of 100-500 words at most. 
• Introduction – this is a vital part of any research summary, it provides the context and the literature review that gently introduces readers to the subject matter. The introduction usually covers definitions, questions, and hypotheses of the research study. 
• Methodology –This section emphasizes the process and or data analysis methods used, in terms of experiments, surveys, sampling, or statistical analysis. 
• Results section – this section lists in detail the results derived from the research with evidence obtained from all the experiments conducted.
• Discussion – these parts discuss the results within the context of current knowledge among subject matter experts. Interpretation of results and theoretical models explaining the observed results, the strengths of the study, and the limitations experienced are going to be a part of the discussion. 
• Conclusion – In a conclusion, hypotheses are discussed and revalidated or denied, based on how convincing the evidence is.
• References – this section is for giving credit to those who work you studied to create your summary. You do this by providing appropriate citations as you write.

Research Summary Example 1

Below are some defining elements of a sample research summary.

Title – “The probability of an unexpected volcanic eruption in Greenwich”

Introduction – this section would list the catastrophic consequences that occurred in the country and the importance of analyzing this event. 

Hypothesis –  An eruption of the Greenwich supervolcano would be preceded by intense preliminary activity manifesting in advance, before the eruption.

Results – these could contain a report of statistical data from various volcanic eruptions happening globally while looking critically at the activity that occurred before these events. 

Discussion and conclusion – Given that Greenwich is now consistently monitored by scientists and that signs of an eruption are usually detected before the volcanic eruption, this confirms the hypothesis. Hence creating an emergency plan outlining other intervention measures and ultimately evacuation is essential. 

Research Summary Example 2

Below is another sample sketch.

Title – “The frequency of extreme weather events in the UK in 2000-2008 as compared to the ‘60s”

Introduction – Weather events bring intense material damage and cause pain to the victims affected.

Hypothesis – Extreme weather events are more frequent in recent times compared to the ‘50s

Results – The frequency of several categories of extreme events now and then are listed here, such as droughts, fires, massive rainfall/snowfalls, floods, hurricanes, tornadoes, etc.

Discussion and conclusion – Several types of extreme events have become more commonplace in recent times, confirming the hypothesis. This rise in extreme weather events can be traced to rising CO2 levels and increasing temperatures and global warming explain the rising frequency of these disasters. Addressing the rising CO2 levels and paying attention to climate change is the only to combat this phenomenon.

A research summary is the short form of a research paper, analyzing the important aspect of the study. Everyone who reads a research summary has a full grasp of the main idea being discussed in the original research paper. Conducting any research means you will write a summary, which is an important part of your project and would be the most read part of your project.

Having a guideline before you start helps, this would form your checklist which would guide your actions as you write your research summary. It is important to note that a Research Summary is different from an Abstract paper written at the beginning of a research paper, describing the idea behind a research paper.

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How to Write a Research Paper Summary

One of the most important skills you can imbibe as an academician is to know how to summarize a research paper. During your academic journey, you may need to write a summary of findings in research quite often and for varied reasons – be it to write an introduction for a peer-reviewed publication , to submit a critical review, or to simply create a useful database for future referencing.

It can be quite challenging to effectively write a research paper summary for often complex work, which is where a pre-determined workflow can help you optimize the process. Investing time in developing this skill can also help you improve your scientific acumen, increasing your efficiency and productivity at work. This article illustrates some useful advice on how to write a research summary effectively. But, what is research summary in the first place?  

A research paper summary is a crisp, comprehensive overview of a research paper, which encapsulates the purpose, findings, methods, conclusions, and relevance of a study. A well-written research paper summary is an indicator of how well you have understood the author’s work. 

Table of Contents

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• 2. Invest enough time to understand the topic deeply 

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• Mistakes to avoid while writing your research paper summary 

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Frequently asked questions (faq), how to write a research paper summary.

Writing a good research paper summary comes with practice and skill. Here is some useful advice on how to write a research paper summary effectively.  

1. Determine the focus of your summary

Before you begin to write a summary of research papers, determine the aim of your research paper summary. This will give you more clarity on how to summarize a research paper, including what to highlight and where to find the information you need, which accelerates the entire process. If you are aiming for the summary to be a supporting document or a proof of principle for your current research findings, then you can look for elements that are relevant to your work.

On the other hand, if your research summary is intended to be a critical review of the research article, you may need to use a completely different lens while reading the paper and conduct your own research regarding the accuracy of the data presented. Then again, if the research summary is intended to be a source of information for future referencing, you will likely have a different approach. This makes determining the focus of your summary a key step in the process of writing an effective research paper summary. 

2. Invest enough time to understand the topic deeply

In order to author an effective research paper summary, you need to dive into the topic of the research article. Begin by doing a quick scan for relevant information under each section of the paper. The abstract is a great starting point as it helps you to quickly identify the top highlights of the research article, speeding up the process of understanding the key findings in the paper. Be sure to do a careful read of the research paper, preparing notes that describe each section in your own words to put together a summary of research example or a first draft. This will save your time and energy in revisiting the paper to confirm relevant details and ease the entire process of writing a research paper summary.

When reading papers, be sure to acknowledge and ignore any pre-conceived notions that you might have regarding the research topic. This will not only help you understand the topic better but will also help you develop a more balanced perspective, ensuring that your research paper summary is devoid of any personal opinions or biases. 

3. Keep the summary crisp, brief and engaging

A research paper summary is usually intended to highlight and explain the key points of any study, saving the time required to read through the entire article. Thus, your primary goal while compiling the summary should be to keep it as brief, crisp and readable as possible. Usually, a short introduction followed by 1-2 paragraphs is adequate for an effective research article summary. Avoid going into too much technical detail while describing the main results and conclusions of the study. Rather focus on connecting the main findings of the study to the hypothesis , which can make the summary more engaging. For example, instead of simply reporting an original finding – “the graph showed a decrease in the mortality rates…”, you can say, “there was a decline in the number of deaths, as predicted by the authors while beginning the study…” or “there was a decline in the number of deaths, which came as a surprise to the authors as this was completely unexpected…”.

Unless you are writing a critical review of the research article, the language used in your research paper summaries should revolve around reporting the findings, not assessing them. On the other hand, if you intend to submit your summary as a critical review, make sure to provide sufficient external evidence to support your final analysis. Invest sufficient time in editing and proofreading your research paper summary thoroughly to ensure you’ve captured the findings accurately. You can also get an external opinion on the preliminary draft of the research paper summary from colleagues or peers who have not worked on the research topic. 

Mistakes to avoid while writing your research paper summary

Now that you’ve understood how to summarize a research paper, watch out for these red flags while writing your summary. 

• Not paying attention to the word limit and recommended format, especially while submitting a critical review 
• Evaluating the findings instead of maintaining an objective , unbiased view while reading the research paper 
• Skipping the essential editing step , which can help eliminate avoidable errors and ensure that the language does not misrepresent the findings 
• Plagiarism, it is critical to write in your own words or paraphrase appropriately when reporting the findings in your scientific article summary 

We hope the recommendations listed above will help answer the question of how to summarize a research paper and enable you to tackle the process effectively. 

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How to summarize a research paper with Paperpal?

To generate your research paper summary, simply login to the platform and use the Paperpal Copilot Summary feature to create a flawless summary of your work. Here’s a step-by-step process to help you craft a summary in minutes:

• Paste relevant research articles to be summarized into Paperpal; the AI will scan each section and extract key information.
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• Check the content to polish and refine the language, ensure your own voice, and add citations or references as needed.

The abstract and research paper summary serve similar purposes but differ in scope, length, and placement. The abstract is a concise yet detailed overview of the research, placed at the beginning of a paper, with the aim of providing readers with a quick understanding of the paper’s content and to help them decide whether to read the full article. Usually limited to a few hundred words, it highlights the main objectives, methods, results, and conclusions of the study. On the other hand, a research paper summary provides a crisp account of the entire research paper. Its purpose is to provide a brief recap for readers who may want to quickly grasp the main points of the research without reading the entire paper in detail.

The structure of a research summary can vary depending on the specific requirements or guidelines provided by the target publication or institution. A typical research summary includes the following key sections: introduction (including the research question or objective), methodology (briefly describing the research design and methods), results (summarizing the key findings), discussion (highlighting the implications and significance of the findings), and conclusion (providing a summary of the main points and potential future directions).

The summary of a research paper is important because it provides a condensed overview of the study’s purpose, methods, results, and conclusions. It allows you to quickly grasp the main points and relevance of the research without having to read the entire paper. Research summaries can also be an invaluable way to communicate research findings to a broader audience, such as policymakers or the general public.

  When writing a research paper summary, it is crucial to avoid plagiarism by properly attributing the original authors’ work. To learn how to summarize a research paper while avoiding plagiarism, follow these critical guidelines: (1) Read the paper thoroughly to understand the main points and key findings. (2) Use your own words and sentence structures to restate the information, ensuring that the research paper summary reflects your understanding of the paper. (3) Clearly indicate when you are paraphrasing or quoting directly from the original paper by using appropriate citation styles. (4) Cite the original source for any specific ideas, concepts, or data that you include in your summary. (5) Review your summary to ensure it accurately represents the research paper while giving credit to the original authors.

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Article Summaries, Reviews & Critiques

Writing an article summary.

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When writing a summary, the goal is to compose a concise and objective overview of the original article. The summary should focus only on the article's main ideas and important details that support those ideas.

Guidelines for summarizing an article:

• State the main ideas.
• Identify the most important details that support the main ideas.
• Summarize in your own words.
• Do not copy phrases or sentences unless they are being used as direct quotations.
• Express the underlying meaning of the article, but do not critique or analyze.
• The summary should be about one third the length of the original article. 

Your summary should include:

• Give an overview of the article, including the title and the name of the author.
• Provide a thesis statement that states the main idea of the article.
• Use the body paragraphs to explain the supporting ideas of your thesis statement.
• One-paragraph summary - one sentence per supporting detail, providing 1-2 examples for each.
• Multi-paragraph summary - one paragraph per supporting detail, providing 2-3 examples for each.
• Start each paragraph with a topic sentence.
• Use transitional words and phrases to connect ideas.
• Summarize your thesis statement and the underlying meaning of the article.

 Adapted from "Guidelines for Using In-Text Citations in a Summary (or Research Paper)" by Christine Bauer-Ramazani, 2020

Additional Resources

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How to Write a Summary - Guide & Examples  (from Scribbr.com)

Writing a Summary  (from The University of Arizona Global Campus Writing Center)

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• Last Updated: Mar 15, 2024 9:32 AM
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How to Write a Summary: Tips, Strategies and Best Practices

Writing a summary requires a deep understanding of the original text and the ability to concisely restate its main ideas in your own words, highlighting the essence of the content. 

This process begins with crafting an organized paragraph that opens with an introductory sentence, clearly mentioning the text’s title, author, and central theme, steering clear of personal commentary to maintain the integrity of the summarized information.

In this blog, you will discover various strategies and best practices for summary writing, including ways to start a summary, summary steps, and the recommended length for a summary.

Purpose and Benefits of a Summary

Understanding the purpose of a summary is pivotal in grasping its significance in both academic and professional realms. Summaries serve multiple functions, each tailored to enhance comprehension, retention, and communication of key ideas. 

Here's a breakdown of the types of summary, core components and benefits of summary writing:

• Academic Summaries : Used in scholarly contexts to condense research findings, theories, or literary works.
• Executive Summaries : Often found in business settings, these provide a snapshot of reports or proposals, highlighting key points for decision-makers.
• Abstracts : Common in scientific articles, abstracts offer a brief overview of research aims, methods, results, and conclusions ] .
• Main Idea or Thesis : A summary must encapsulate the central theme or argument presented in the original text.
• Essential Supporting Points : It should also highlight crucial supporting arguments or evidence that back the main idea.
• Independence from Original Text : While a summary relies on the content of the source material, it should stand on its own, providing a clear and concise rendition of the original work.
• Improves Comprehension : Summarizing forces the writer to distill complex ideas into simpler, more digestible formats, thereby enhancing understanding of the subject matter.
• Facilitates Future Reference : A well-crafted summary serves as a handy reference tool, allowing quick recall of a text’s key points without the need to revisit the entire work.
• Better Understanding : By summarizing, writers can showcase their grasp of the material, making it a valuable tool in educational settings to assess understanding.
• Objective Representation : Unlike critiques or analyses, summaries aim to objectively convey the essence of a text, focusing solely on the author’s ideas without personal bias or interpretation.

Understanding these aspects of summary writing underscores its value in effectively communicating complex information. This skill, once honed, becomes an indispensable tool across various domains, from academia to industry, underscoring the importance of mastering the art of summary writing.

Steps to Deep Reading Before Summarizing

Before embarking on the task of summarizing, engaging in deep reading is essential to fully grasp the content and nuances of the text. 

Listed below are some of the benefits of deep reading

Deep Reading Benefits :

• Deep reading is the mind's default mode for processing texts, allowing for deeper thinking and association with unique ideas.
• It improves focus and teaches the brain to commit to one task at a time, which is essential in today’s world of information overflow.
• Engaging deeply with a text provides more value, as immersion in the material follows the reader everywhere, encouraging positive action based on the information absorbed.

Here are the steps to ensure effective deep reading:

• Initiate with Skimming and Active Reading :
• Begin by skimming through the text to get a general idea of its main themes and structure.
• Actively read the article or text, paying close attention to its presentation. This might involve rereading certain sections and keeping the purpose and intended audience in mind.
• Divide the text into manageable sections. This helps in focusing on smaller parts of the text, making it easier to understand and summarize later.
• Summarize each section individually while ensuring it aligns with the overall main idea of the text. This step is vital in understanding the content thoroughly before proceeding to write a summary.
• Deep reading requires complete engagement with the text. Eliminate all distractions to immerse yourself fully in the material.
• Understand every word in the writing, especially unfamiliar ones. This might require looking up meanings to ensure comprehensive understanding.
• Read carefully and multiple times if needed, particularly the difficult parts, until they are fully understood.
• Question the text and identify any discrepancies or mistakes, fostering a critical thinking approach.
• Discuss insightful parts of the text with others. This can provide different perspectives and deepen understanding.
• Attempt to rewrite what you've read. Successfully doing so indicates a deep comprehension of the material.
• After a thorough initial reading, it's beneficial to give the article a deep re-read, highlighting passages that stand out.
• Refine the highlights to make the author's ideas easier to understand and scrutinize their relevance to personal experiences and existing knowledge.
• Write out high-level ideas by hand to further embed the new knowledge into the mind, and then explain these concepts in detail in a fresh document for a comprehensive understanding.

By adhering to these steps, readers can significantly enhance their understanding of the text, which is a crucial precursor to writing an effective summary. This deep engagement ensures that the summary captures the essence of the original text accurately and cohesively.

Crafting the Perfect Introductory Sentence

Crafting the perfect introductory sentence for a summary involves several key components that ensure clarity, conciseness, and a comprehensive understanding of the original text. Here's how to get started:

• Title and Author : Always include the title of the text and the author's name in the introductory sentence. This provides immediate context to the reader.
• Main Point : Clearly state the main point or thesis of the text as you understand it. This sets the stage for the rest of your summary.
• Use Your Own Words : Avoid direct quotations; instead, paraphrase the author's main ideas in your own words to demonstrate your understanding and keep the summary original.
• Start with the Source : Begin your summary by acknowledging the source material. This could be as simple as "In [Author's Name]'s [Title of the Text], the main argument focuses on...".
• Incorporate a Reporting Verb : Use verbs like 'argues', 'claims', 'contends', or 'insists' to present the author's main ideas. This not only introduces the summary but also sets a scholarly tone.
• Be Concise but Comprehensive : Your introductory sentence should capture the essence of the text in a nutshell, providing a snapshot of the author's thesis and the text's main theme.
• For a novel: "In [Author's Name]'s novel, [Title], the story revolves around the central conflict faced by [main character], highlighting [main theme or journey]."  
• For an academic article: "In the article '[Title]' by [Author's Name], published in [Year], the author contends that [main argument], supported by [key evidence]."  
• For a scientific research paper: "The research paper '[Title]' by [Author's Name], focuses on [main research topic], where the author argues [main findings]."

By following these steps and structure, you can craft an introductory sentence that effectively sets the stage for your summary, providing your readers with a clear, concise, and comprehensive overview of the original text. 

Condensing Main Points with Precision

Condensing the main points of a text with precision involves a meticulous process of identifying, prioritizing, and articulating the essence of the original material. Here's how to approach this crucial step in summary writing:

• Main Idea : Determine the central thesis or argument of the text. This is the backbone of your summary.
• Supporting Points : Pinpoint the essential arguments or evidence that bolster the main idea. These should be included to provide a comprehensive overview.
• Keywords : Spot keywords within the text as they often signal important concepts or themes.
• Use Your Own Words : Paraphrase the author's ideas into your own language to demonstrate understanding and avoid plagiarism. Remember, a summary should significantly condense the original text while accurately representing its main points.
• Structure : Present the main ideas in the order they appear in the original text, using transitional phrases for coherence. However, avoid creating an outline or merely listing the points as they occur.
• Omissions : Exclude any examples, detailed evidence, or rhetorical questions used by the author. The goal is to distill the text to its most pivotal elements, not to replicate its detailed discussions.
• Abbreviations and Symbols : Use abbreviations and symbols to note down key points. This helps in keeping your summary concise.
• Mind Maps and Columns : For longer texts, consider organizing the main points using a mind map or columns. This visual organization can help in understanding how ideas connect and which details are most important.
• Highlighting : Use colors and highlighting to differentiate between themes or categories of information. Writing small can also help in fitting more content on a single page.

In summary writing, the ability to discern and distill the essence of the text is paramount. By following these steps, writers can ensure that their summaries are both accurate and concise, providing readers with a clear and succinct overview of the original material without injecting personal opinion or unnecessary detail.

Ensuring Coherence and Smooth Transitions

Ensuring coherence and smooth transitions in writing is akin to creating a map for readers to follow, guiding them through the ideas presented in a logical and fluid manner. Here are strategies to achieve this:

• Use of Transitional Words and Phrases : Incorporate words such as 'subsequently' and 'conversely,' or phrases like 'as a result' and 'in conclusion' to link ideas and signal logical connections between them.
• Key Phrases Repetition : Pick up key phrases from the previous paragraph and incorporate them in the next. This creates an obvious progression for readers, making the text more accessible and easier to follow.
• Transitional Paragraphs : After major sections, employ transitional paragraphs to pause, regroup, and indicate where you are in your argument. These paragraphs should summarize major points, relate the previous section to the thesis, and connect it to what will follow, enhancing the overall flow of the essay.
• Avoid using personal pronouns such as 'I' or 'We', which can disrupt the objective tone of a summary.
• Beware of poor transitions that can lead to choppy, jumpy, or disconnected writing. These hinder the reader's ability to follow the organization or train of thought.
• Within Paragraphs : Use transitional words or phrases, or keywords from the preceding paragraph, to ensure connections are clear within a paragraph. This helps in joining ideas together in a sentence and sentences together in a paragraph.
• Between Paragraphs : Highlight connections between corresponding paragraphs by referencing relevant material from previous paragraphs in the next. Writing transitions that specifically connect one paragraph to another enhances the effectiveness more than using generic transitions.

By employing these strategies, writers can significantly enhance the cohesiveness of their writing. Effective use of transitions not only aids in better understanding by the reader but also ensures a smooth flow of ideas, making the summary more engaging and easier to comprehend. 

Conclusion: Wrapping up Your Summary

Throughout this article, we've explored the nuanced skill of summary writing, offering readers a detailed guide on effectively condensing complex texts into clear, concise summaries. From understanding the foundational purpose and benefits of summaries in various contexts to mastering the art of crafting the perfect introductory sentence and ensuring coherence with smooth transitions, the guidance provided aims to enhance both academic and professional writing capabilities. Emphasizing the importance of using one's own words and maintaining objectivity, this article has underscored the critical skills required for precise and effective summary writing, making it an invaluable resource for individuals looking to refine their summarizing abilities.

What are the essential guidelines for creating a summary?

To craft an effective summary, you should:

• Paraphrase the content using your own language.
• Focus on the core ideas of the original material and keep it concise.
• Refrain from incorporating your own interpretations or analyses; the summary should reflect the author's ideas, not yours.

How can I develop a strategy for summarizing a text?

Developing a summary strategy involves:

• Thoroughly reading and understanding the text.
• Taking notes on the central theme and key points that should be included.
• Using the author's original keywords and considering how their ideas pertain to your own arguments in your work.

Can you outline the five steps involved in writing a summary?

Certainly! The five steps for summarizing are:

• Read and comprehend the material you intend to summarize.
• Highlight or underline significant sections of the text.
• Jot down the primary arguments.
• Include relevant supporting details.
• Review your summary for accuracy and clarity.

What makes a summary both good and effective?

A good and effective summary should:

• Start with an introductory sentence that mentions the text's title, author, and the main thesis as perceived by you.
• Be composed in your own words, ensuring it's a paraphrase of the original.
• Only encapsulate the original text's ideas without adding your personal opinions, interpretations, or commentary.

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In a nutshell: how to write a lay summary

November 26, 2018 | 5 min read

By Christopher Tancock

Why “translating” your research for a general audience can bring many benefits – and how to do so

With thanks to Kristina Killgrove

Elsevier Authors' Update is pleased to present this article in support of  PHD2Published Academic Writing Month. opens in new tab/window

You must be rather pleased with that newly-published article. After many long months, your hard work has paid off and that paper has now taken its place in the library of academic literature. Unfortunately, so have another 2.5 million articles just this year. How do you stand out amongst that enormous crowd and get attention? One way of doing this is to make your article as accessible as possible and a good way of achieving that aim is to prepare a lay summary.

What is a lay summary?

Though your colleagues and peers are probably able to get to grips with your article, the chances are that its content will be unintelligible to the average man or woman in the street. What’s more, researchers are increasingly tasked by their institutions and funders to outline the impact of their research for the general public and beyond their specific area of interest. If you can transform your article into something that the wider public can understand, you’ve got yourself another readership  - and one who is more likely to share what it is that you’ve discovered/hypothesized/confirmed further. The key to doing this is in producing a lay summary.

A lay summary, or impact statement, is a very efficient way of conveying the essence of your article briefly and clearly. Fundamentally, what you’re aiming to produce is a short paragraph outlining the article content, aimed at non-specialists in the field and written in a way that they can easily understand. This element differentiates it from the abstract, which is designed with your subject peers in mind. The structure of a lay summary should answer the main questions of “who/what/where/when/how many/why?” (in essence, you’re trying to justify why someone should spend time in reading what you’ve produced). Answering these questions in a concise manner will deliver all the details the reader needs. The most important part of it is a “summary within a summary”: one final sentence which explains why the research is important, and what the article has concluded.

What’s the big deal?

Lay summaries are already commonly used by researchers in many subject areas, as they encourage and increase the possibility of collaboration, and some funding bodies even require them as part of their application procedure. Writing such summaries – distilling your work into a “portable” and maximally-accessible form can bring many benefits for your wider interactions with society at large. Among other things, they’re great for use in press releases or when communicating with journalists. In short: this is a communications skill worth learning.

Here are some pointers on how to write a useful lay summary:

Predict and cover the “so what?” factor – justify your research.

Give some background and context to the research. What prompted you to do it?

Follow a logical order. This may not always coincide with a temporal order.

Explain the impact of the work – what is going to change (especially in relation to wider society)?

Use succinct, short sentences – and write in plain English. Imagine you’re talking to an undergraduate who’s just stepped into your introductory class. Or, better still, pretend you’re trying to explain your article to a distant family member who works in retail/fashion/hospitality.

Avoid jargon unless absolutely necessary and explain it if you do have to keep it in.

Use first person and active voice (“we agreed” rather than “it was agreed”).

Use positives not negative sentences: “You will have repeat appointments at least once a fortnight”, rather than “The usual practice is not to schedule repeat appointments more frequently than once a fortnight”

Images are very important – try to include one if you can.

When you think you’re ready with your summary, ask a friendly non-academic to read it. Ask them if they understood it: the number of questions you get might dictate that further revision is needed!

Supporting lay summaries at Elsevier

Here at Elsevier we’ve been exploring how we can support authors with writing, hosting and promoting lay summaries. Several of the journals we publish including:  Epilepsy & Behavior Case Reports opens in new tab/window ,  International Journal of Paleopathology ,  Journal of Archaeological Science: Reports opens in new tab/window and  Journal of Hepatology opens in new tab/window  now provide lay summaries for selected papers on their homepages. These are made freely available to readers. Note that different journals and subject areas might approach the same basic idea in various ways. For example, the  Materials Today  group of journals has recently launched its “Contributor” project whereby early and mid-career researchers are encouraged to write “news summaries” of recent articles (which are then checked with the original author(s) for accuracy and published on the  Materials Today news page opens in new tab/window ). There might be similar initiatives in your community, so make sure you keep your ear to the ground and get involved if you can.

Looking to the future, we’re also in the process of experimenting with facilitating the submission of lay summaries during the submission process – and aggregating them on a grander scale for authors to aid their discoverability. Stay tuned to hear more on our efforts in this regard.

Lay summaries can be a powerful tool to extend and broaden the impact of your research. Don’t forget that there are a number of other tools available to you as author – check out our  guide to “getting noticed” opens in new tab/window , for example. Have a go at writing a summary for your next article and ask your editor if the journal in question is interested in participating in the lay summaries project. Enjoy making a splash with your next article!

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Christopher Tancock

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How to Write a Summary | Guide & Examples

Published on 25 September 2022 by Shona McCombes . Revised on 12 May 2023.

Summarising , or writing a summary, means giving a concise overview of a text’s main points in your own words. A summary is always much shorter than the original text.

There are five key steps that can help you to write a summary:

• Read the text
• Break it down into sections
• Identify the key points in each section
• Write the summary
• Check the summary against the article

Writing a summary does not involve critiquing or analysing the source. You should simply provide an accurate account of the most important information and ideas (without copying any text from the original).

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Table of contents

When to write a summary, step 1: read the text, step 2: break the text down into sections, step 3: identify the key points in each section, step 4: write the summary, step 5: check the summary against the article, frequently asked questions.

There are many situations in which you might have to summarise an article or other source:

• As a stand-alone assignment to show you’ve understood the material
• To keep notes that will help you remember what you’ve read
• To give an overview of other researchers’ work in a literature review

When you’re writing an academic text like an essay , research paper , or dissertation , you’ll integrate sources in a variety of ways. You might use a brief quote to support your point, or paraphrase a few sentences or paragraphs.

But it’s often appropriate to summarize a whole article or chapter if it is especially relevant to your own research, or to provide an overview of a source before you analyse or critique it.

In any case, the goal of summarising is to give your reader a clear understanding of the original source. Follow the five steps outlined below to write a good summary.

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You should read the article more than once to make sure you’ve thoroughly understood it. It’s often effective to read in three stages:

• Scan the article quickly to get a sense of its topic and overall shape.
• Read the article carefully, highlighting important points and taking notes as you read.
• Skim the article again to confirm you’ve understood the key points, and reread any particularly important or difficult passages.

There are some tricks you can use to identify the key points as you read:

• Start by reading the abstract . This already contains the author’s own summary of their work, and it tells you what to expect from the article.
• Pay attention to headings and subheadings . These should give you a good sense of what each part is about.
• Read the introduction and the conclusion together and compare them: What did the author set out to do, and what was the outcome?

To make the text more manageable and understand its sub-points, break it down into smaller sections.

If the text is a scientific paper that follows a standard empirical structure, it is probably already organised into clearly marked sections, usually including an introduction, methods, results, and discussion.

Other types of articles may not be explicitly divided into sections. But most articles and essays will be structured around a series of sub-points or themes.

Now it’s time go through each section and pick out its most important points. What does your reader need to know to understand the overall argument or conclusion of the article?

Keep in mind that a summary does not involve paraphrasing every single paragraph of the article. Your goal is to extract the essential points, leaving out anything that can be considered background information or supplementary detail.

In a scientific article, there are some easy questions you can ask to identify the key points in each part.

If the article takes a different form, you might have to think more carefully about what points are most important for the reader to understand its argument.

In that case, pay particular attention to the thesis statement —the central claim that the author wants us to accept, which usually appears in the introduction—and the topic sentences that signal the main idea of each paragraph.

Now that you know the key points that the article aims to communicate, you need to put them in your own words.

To avoid plagiarism and show you’ve understood the article, it’s essential to properly paraphrase the author’s ideas. Do not copy and paste parts of the article, not even just a sentence or two.

The best way to do this is to put the article aside and write out your own understanding of the author’s key points.

Examples of article summaries

Let’s take a look at an example. Below, we summarise this article , which scientifically investigates the old saying ‘an apple a day keeps the doctor away’.

An article summary like the above would be appropriate for a stand-alone summary assignment. However, you’ll often want to give an even more concise summary of an article.

For example, in a literature review or research paper, you may want to briefly summarize this study as part of a wider discussion of various sources. In this case, we can boil our summary down even further to include only the most relevant information.

Citing the source you’re summarizing

When including a summary as part of a larger text, it’s essential to properly cite the source you’re summarizing. The exact format depends on your citation style , but it usually includes an in-text citation and a full reference at the end of your paper.

You can easily create your citations and references in APA or MLA using our free citation generators.

APA Citation Generator MLA Citation Generator

Finally, read through the article once more to ensure that:

• You’ve accurately represented the author’s work
• You haven’t missed any essential information
• The phrasing is not too similar to any sentences in the original.

If you’re summarising many articles as part of your own work, it may be a good idea to use a plagiarism checker to double-check that your text is completely original and properly cited. Just be sure to use one that’s safe and reliable.

A summary is a short overview of the main points of an article or other source, written entirely in your own words.

Save yourself some time with the free summariser.

A summary is always much shorter than the original text. The length of a summary can range from just a few sentences to several paragraphs; it depends on the length of the article you’re summarising, and on the purpose of the summary.

With the summariser tool you can easily adjust the length of your summary.

You might have to write a summary of a source:

• As a stand-alone assignment to prove you understand the material
• For your own use, to keep notes on your reading
• To provide an overview of other researchers’ work in a literature review
• In a paper , to summarise or introduce a relevant study

To avoid plagiarism when summarising an article or other source, follow these two rules:

• Write the summary entirely in your own words by   paraphrasing the author’s ideas.
• Reference the source with an in-text citation and a full reference so your reader can easily find the original text.

An abstract concisely explains all the key points of an academic text such as a thesis , dissertation or journal article. It should summarise the whole text, not just introduce it.

An abstract is a type of summary , but summaries are also written elsewhere in academic writing . For example, you might summarise a source in a paper , in a literature review , or as a standalone assignment.

Cite this Scribbr article

If you want to cite this source, you can copy and paste the citation or click the ‘Cite this Scribbr article’ button to automatically add the citation to our free Reference Generator.

McCombes, S. (2023, May 12). How to Write a Summary | Guide & Examples. Scribbr. Retrieved 18 June 2024, from https://www.scribbr.co.uk/working-sources/how-to-write-a-summary/

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How to Write a Summary: 4 Tips for Writing a Good Summary

Written by MasterClass

Last updated: Jun 7, 2021 • 3 min read

With a great summary, you can condense a range of information, giving readers an aggregation of the most important parts of what they’re about to read (or in some cases, see). A well-written summary provides a basic understanding of a piece of literature, media, or history. Learn more about how to write an effective summary for an established work.

Research Summary

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A research paper analyzes a perspective or argues a point. It is an expanded essay based on your interpretation, evaluation or argument about a certain topic.

According to Sunny Empire State College , “When you write a research paper you build upon what you know about the subject and make a deliberate attempt to find out what experts know. A research paper involves surveying a field of knowledge in order to find the best possible information in that field.” Whatever type of research paper you choose to write, it should present your own ideas backed with others’ (especially experts on the field) information and data.

Every research paper has a research summary. A research summary is a brief overview of what the whole research is about. It is a professional piece of writing that describes your research to the readers. It concisely yet perfectly captures the essence of the research as a whole. You may also see What Should Be in an Executive Summary of a Report?

Fundamentals of a Research Summary

Having a good template for a research summary is nothing if you don’t know its importance and basic function. Before you start writing your research summary, you should first know its fundamentals on the areas you need to pay attention to such as its content, style and organization.

• The content of your research summary must briefly discuss the techniques and tools used in the research and the importance of the research as a whole. Explain how the research can be of benefit for the people.
• To organize your research summary, each topic must be discussed in separate paragraphs. How you came up with a factual research must be briefly explained in a separate paragraph.
• If you have a lengthy research paper, try not to write not more than 10% of the entire paper. If it’s not as lengthy, you should not write more than 300 words in your summary.

However, rules may vary according to your research professor’s standards. This is just the basic fundamentals on how to write your research summary. Also see  Thesis Outline Examples

How to Write a Research Summary

It is apparent that a research summary is a condensed version of the main idea of your research paper. Because of this, it is advised that the summary of your paper is written after you are done with your entire research. This is to ensure that all the added information in your research can be written in your summary as well and all of those that removed can be edited out. Here are a few steps on how to write a research summary:

Read your paper

It should be a fact you should know beforehand; the importance of reading your entire research paper thoroughly to write an effective research summary. Along the way, take notes of the important details and key findings that you want to highlight in your paper. This will help you organize your summary better. Remember that your research summary is a mini-paper of your study and it should contain the main ideas of your entire research.

Write a draft

For your first draft, focus on the content rather than the length of your summary. Your draft is your first outline on what to include in the final summary. Writing a draft ensures you write a clear, thorough and coherent summary of your research paper. Also see  How to Write a Rough Outline

Identify main points

Within your research paper, you must identify the major points that will encourage prospective readers to go through your research paper. These major points must thoroughly and completely explain what the paper is trying to convey.

Separate sections

Identify the differences of the main section in your paper. Write a few sentences describing the main ideas of each section. In short, you should be able to present and thoroughly describe what each main section is focused on. It should have these basic sections:

• Introduction, brief opening statement
• Purpose of the study
• Data gathering method
• Summary of findings
• Description of recommendations with actual justification.

Combine Information

All the information you have gathered must be then used to make your summary. Remember that your summary is just an overview of your research paper as a whole. It should be not be more than 10% of your whole paper. Also see  5 Summary Writing Examples and Samples

Making The First Draft

After establishing the basic way of writing a research summary, it is a must to write a first draft. It should follow the flow of the original paper. Here’s a few steps on how to make a first draft:

First, state the research question in the introduction of your summary. This holds the ground as to the summary’s direction. Provide an explanation why your research is interesting and how it can help your target recipients.

Second, state the hypothesis you wish to prove. This will help you and your readers stay grounded on the topic at hand.

Third, briefly discuss the methodology used in your research. Discuss and describe the procedure, materials, participants, design, etc. The analysis of your data must also be included. You may also see  How to Write a Successful Thesis Proposal

Fourth, describe the results and significance of your research. And lastly, briefly discuss the key implications of your research. The results and its interpretation should directly coincide with your hypothesis.

Editing your Research Summary

A research paper is a formal piece of writing. Your summary should be tailored to your expected readers. Say for example the prospective readers are your classmates, so the style of your paper should be clearly understood by them.

Eliminate wordiness. Avoid using unnecessary adjectives and adverbs. Write in a way it would be easier for your readers to understand. It is common for research papers to establish a word count. Avoid elongating your sentences when it has shorter versions.

Being vague in describing and explaining the points of your paper might lead to confusion in your readers part. Use specific, concrete language when presenting results. Use reliable and specific examples and references as well. You should also use scientifically accurate language to help support your claims. Avoid informal words and adjectives to describe the results of your research.

Paraphrase the information you want to include in your research paper. Direct quoting the information you have read from a different source is not oftenly used in formal writings. To give the exact credit for the information you paraphrased, follow the citation format required by your professor.

Reread your paper and let others read it as well. This way minor errors you were not able to notice can be quickly pointed out and corrected.

Research Summary Writing Tips

Your research summary should not be more than 10 pages long or not more than 10% of your original document. This keeps your research summary concise and compact. It should be short enough for your readers to read through but long enough for you to clearly explain your study.

Copy and paste

Avoid simply copy and pasting different parts of your paper into your summary. You should paraphrase parts that you want to include. As most research advisers read through all of your paper, it can easily be identified if you have copy-pasted parts from your research and might give you a bad grade.

Consider the readers

Although not a requirement from your professor, catering your summary to what the readers need is sometimes required. As some studies are given out to different influential people in the field, writing a summary that caters to the readers’ necessities might be required.

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Research Writing Summary Tips (continuation)

Clarity and organization.

One of the common mistakes in writing a research is publishing an unclear and unpolished summary. Bear in mind that your readers are likely reading about the topic of your research for the first time, avoid unclear and uncertain explanations and a disorganized summary.

Use strong and positive language

Use precise and strong words to help strengthen the foundation of your summary. Your summary should be able to stand alone despite it being a part of the research paper. Once you have convinced your readers with the recommendations regarding the topic of your paper, the readers should be able to find concrete evidence and explanations within your summary. Avoid pleas and biased statements in your summary, but make sure you are able to relay the sense of urgency for the recommendations you have given.

Divide into parts

To make things easier for you, divide your paper into different sections and headings, much like creating an outline. With this in mind, every point should be explained limited to its essence. In this way, you avoid writing too much information about your paper in your summary.

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The state of AI in early 2024: Gen AI adoption spikes and starts to generate value

If 2023 was the year the world discovered generative AI (gen AI) , 2024 is the year organizations truly began using—and deriving business value from—this new technology. In the latest McKinsey Global Survey  on AI, 65 percent of respondents report that their organizations are regularly using gen AI, nearly double the percentage from our previous survey just ten months ago. Respondents’ expectations for gen AI’s impact remain as high as they were last year , with three-quarters predicting that gen AI will lead to significant or disruptive change in their industries in the years ahead.

About the authors

This article is a collaborative effort by Alex Singla , Alexander Sukharevsky , Lareina Yee , and Michael Chui , with Bryce Hall , representing views from QuantumBlack, AI by McKinsey, and McKinsey Digital.

Organizations are already seeing material benefits from gen AI use, reporting both cost decreases and revenue jumps in the business units deploying the technology. The survey also provides insights into the kinds of risks presented by gen AI—most notably, inaccuracy—as well as the emerging practices of top performers to mitigate those challenges and capture value.

AI adoption surges

Interest in generative AI has also brightened the spotlight on a broader set of AI capabilities. For the past six years, AI adoption by respondents’ organizations has hovered at about 50 percent. This year, the survey finds that adoption has jumped to 72 percent (Exhibit 1). And the interest is truly global in scope. Our 2023 survey found that AI adoption did not reach 66 percent in any region; however, this year more than two-thirds of respondents in nearly every region say their organizations are using AI. 1 Organizations based in Central and South America are the exception, with 58 percent of respondents working for organizations based in Central and South America reporting AI adoption. Looking by industry, the biggest increase in adoption can be found in professional services. 2 Includes respondents working for organizations focused on human resources, legal services, management consulting, market research, R&D, tax preparation, and training.

Also, responses suggest that companies are now using AI in more parts of the business. Half of respondents say their organizations have adopted AI in two or more business functions, up from less than a third of respondents in 2023 (Exhibit 2).

Gen AI adoption is most common in the functions where it can create the most value

Most respondents now report that their organizations—and they as individuals—are using gen AI. Sixty-five percent of respondents say their organizations are regularly using gen AI in at least one business function, up from one-third last year. The average organization using gen AI is doing so in two functions, most often in marketing and sales and in product and service development—two functions in which previous research  determined that gen AI adoption could generate the most value 3 “ The economic potential of generative AI: The next productivity frontier ,” McKinsey, June 14, 2023. —as well as in IT (Exhibit 3). The biggest increase from 2023 is found in marketing and sales, where reported adoption has more than doubled. Yet across functions, only two use cases, both within marketing and sales, are reported by 15 percent or more of respondents.

Gen AI also is weaving its way into respondents’ personal lives. Compared with 2023, respondents are much more likely to be using gen AI at work and even more likely to be using gen AI both at work and in their personal lives (Exhibit 4). The survey finds upticks in gen AI use across all regions, with the largest increases in Asia–Pacific and Greater China. Respondents at the highest seniority levels, meanwhile, show larger jumps in the use of gen Al tools for work and outside of work compared with their midlevel-management peers. Looking at specific industries, respondents working in energy and materials and in professional services report the largest increase in gen AI use.

Investments in gen AI and analytical AI are beginning to create value

The latest survey also shows how different industries are budgeting for gen AI. Responses suggest that, in many industries, organizations are about equally as likely to be investing more than 5 percent of their digital budgets in gen AI as they are in nongenerative, analytical-AI solutions (Exhibit 5). Yet in most industries, larger shares of respondents report that their organizations spend more than 20 percent on analytical AI than on gen AI. Looking ahead, most respondents—67 percent—expect their organizations to invest more in AI over the next three years.

Where are those investments paying off? For the first time, our latest survey explored the value created by gen AI use by business function. The function in which the largest share of respondents report seeing cost decreases is human resources. Respondents most commonly report meaningful revenue increases (of more than 5 percent) in supply chain and inventory management (Exhibit 6). For analytical AI, respondents most often report seeing cost benefits in service operations—in line with what we found last year —as well as meaningful revenue increases from AI use in marketing and sales.

Inaccuracy: The most recognized and experienced risk of gen AI use

As businesses begin to see the benefits of gen AI, they’re also recognizing the diverse risks associated with the technology. These can range from data management risks such as data privacy, bias, or intellectual property (IP) infringement to model management risks, which tend to focus on inaccurate output or lack of explainability. A third big risk category is security and incorrect use.

Respondents to the latest survey are more likely than they were last year to say their organizations consider inaccuracy and IP infringement to be relevant to their use of gen AI, and about half continue to view cybersecurity as a risk (Exhibit 7).

Conversely, respondents are less likely than they were last year to say their organizations consider workforce and labor displacement to be relevant risks and are not increasing efforts to mitigate them.

In fact, inaccuracy— which can affect use cases across the gen AI value chain , ranging from customer journeys and summarization to coding and creative content—is the only risk that respondents are significantly more likely than last year to say their organizations are actively working to mitigate.

Some organizations have already experienced negative consequences from the use of gen AI, with 44 percent of respondents saying their organizations have experienced at least one consequence (Exhibit 8). Respondents most often report inaccuracy as a risk that has affected their organizations, followed by cybersecurity and explainability.

Our previous research has found that there are several elements of governance that can help in scaling gen AI use responsibly, yet few respondents report having these risk-related practices in place. 4 “ Implementing generative AI with speed and safety ,” McKinsey Quarterly , March 13, 2024. For example, just 18 percent say their organizations have an enterprise-wide council or board with the authority to make decisions involving responsible AI governance, and only one-third say gen AI risk awareness and risk mitigation controls are required skill sets for technical talent.

Bringing gen AI capabilities to bear

The latest survey also sought to understand how, and how quickly, organizations are deploying these new gen AI tools. We have found three archetypes for implementing gen AI solutions : takers use off-the-shelf, publicly available solutions; shapers customize those tools with proprietary data and systems; and makers develop their own foundation models from scratch. 5 “ Technology’s generational moment with generative AI: A CIO and CTO guide ,” McKinsey, July 11, 2023. Across most industries, the survey results suggest that organizations are finding off-the-shelf offerings applicable to their business needs—though many are pursuing opportunities to customize models or even develop their own (Exhibit 9). About half of reported gen AI uses within respondents’ business functions are utilizing off-the-shelf, publicly available models or tools, with little or no customization. Respondents in energy and materials, technology, and media and telecommunications are more likely to report significant customization or tuning of publicly available models or developing their own proprietary models to address specific business needs.

Respondents most often report that their organizations required one to four months from the start of a project to put gen AI into production, though the time it takes varies by business function (Exhibit 10). It also depends upon the approach for acquiring those capabilities. Not surprisingly, reported uses of highly customized or proprietary models are 1.5 times more likely than off-the-shelf, publicly available models to take five months or more to implement.

Gen AI high performers are excelling despite facing challenges

Gen AI is a new technology, and organizations are still early in the journey of pursuing its opportunities and scaling it across functions. So it’s little surprise that only a small subset of respondents (46 out of 876) report that a meaningful share of their organizations’ EBIT can be attributed to their deployment of gen AI. Still, these gen AI leaders are worth examining closely. These, after all, are the early movers, who already attribute more than 10 percent of their organizations’ EBIT to their use of gen AI. Forty-two percent of these high performers say more than 20 percent of their EBIT is attributable to their use of nongenerative, analytical AI, and they span industries and regions—though most are at organizations with less than $1 billion in annual revenue. The AI-related practices at these organizations can offer guidance to those looking to create value from gen AI adoption at their own organizations.

To start, gen AI high performers are using gen AI in more business functions—an average of three functions, while others average two. They, like other organizations, are most likely to use gen AI in marketing and sales and product or service development, but they’re much more likely than others to use gen AI solutions in risk, legal, and compliance; in strategy and corporate finance; and in supply chain and inventory management. They’re more than three times as likely as others to be using gen AI in activities ranging from processing of accounting documents and risk assessment to R&D testing and pricing and promotions. While, overall, about half of reported gen AI applications within business functions are utilizing publicly available models or tools, gen AI high performers are less likely to use those off-the-shelf options than to either implement significantly customized versions of those tools or to develop their own proprietary foundation models.

What else are these high performers doing differently? For one thing, they are paying more attention to gen-AI-related risks. Perhaps because they are further along on their journeys, they are more likely than others to say their organizations have experienced every negative consequence from gen AI we asked about, from cybersecurity and personal privacy to explainability and IP infringement. Given that, they are more likely than others to report that their organizations consider those risks, as well as regulatory compliance, environmental impacts, and political stability, to be relevant to their gen AI use, and they say they take steps to mitigate more risks than others do.

Gen AI high performers are also much more likely to say their organizations follow a set of risk-related best practices (Exhibit 11). For example, they are nearly twice as likely as others to involve the legal function and embed risk reviews early on in the development of gen AI solutions—that is, to “ shift left .” They’re also much more likely than others to employ a wide range of other best practices, from strategy-related practices to those related to scaling.

In addition to experiencing the risks of gen AI adoption, high performers have encountered other challenges that can serve as warnings to others (Exhibit 12). Seventy percent say they have experienced difficulties with data, including defining processes for data governance, developing the ability to quickly integrate data into AI models, and an insufficient amount of training data, highlighting the essential role that data play in capturing value. High performers are also more likely than others to report experiencing challenges with their operating models, such as implementing agile ways of working and effective sprint performance management.

About the research

The online survey was in the field from February 22 to March 5, 2024, and garnered responses from 1,363 participants representing the full range of regions, industries, company sizes, functional specialties, and tenures. Of those respondents, 981 said their organizations had adopted AI in at least one business function, and 878 said their organizations were regularly using gen AI in at least one function. To adjust for differences in response rates, the data are weighted by the contribution of each respondent’s nation to global GDP.

Alex Singla and Alexander Sukharevsky  are global coleaders of QuantumBlack, AI by McKinsey, and senior partners in McKinsey’s Chicago and London offices, respectively; Lareina Yee  is a senior partner in the Bay Area office, where Michael Chui , a McKinsey Global Institute partner, is a partner; and Bryce Hall  is an associate partner in the Washington, DC, office.

They wish to thank Kaitlin Noe, Larry Kanter, Mallika Jhamb, and Shinjini Srivastava for their contributions to this work.

This article was edited by Heather Hanselman, a senior editor in McKinsey’s Atlanta office.

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