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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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  • How to Write a Summary | Guide & Examples

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 15 April 2024, from https://www.scribbr.co.uk/working-sources/how-to-write-a-summary/

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How to Write a Summary — Researcher's Guide

Sumalatha G

Table of Contents

Writing a summary can be a bit challenging if you're not familiar with the process. Thankfully, by following a few key steps, you can master the art of writing a summary effectively. In this article, we will explore the essential elements of summary writing, from understanding the basics to editing and proofreading your work. So, let's dive in and learn how to write a summary that captures the essence of your source material while keeping it concise and readable.

What is a Summary in research?

A summary is a condensed version of a longer text that captures its main points and ideas. It should provide a clear overview without getting into excessive detail. By understanding this foundational concept, you can effectively navigate the process of summary writing.

Now, there are several strategies you can follow to get an effective summary. Let’s dive into some of them.

Identify the Key Points of Your Source Material

To create an accurate summary, you must identify and extract the key points from your source material. This involves thorough reading or reviewing the text and highlighting the most important information. By doing so, you'll be able to effectively convey the main ideas and arguments in your summary.

One effective way to identify the key points is to read the source material multiple times. As you read, make sure to highlight or underline the sentences or paragraphs that stand out to you. These are likely to contain the most significant information. You can use AI research assistants to read and understand your source materials which saves plenty of your reading time.

Another helpful strategy is to take notes while reading. Jot down the main ideas and arguments as you encounter them. This not only helps you remember the key points but also allows you to organize your thoughts and structure your summary effectively.

Additionally, pay attention to any headings or subheadings in the source material. These can often indicate important sections or topics that should be included in your summary.

It's important to remember that summarizing is not about copying and pasting sentences from the source material. Instead, it involves condensing the information and presenting it in your own words. This requires a thorough understanding of the key points and the ability to express them concisely. Once you have identified the key points, you can begin crafting your summary.

Choose Your Words Carefully

When writing a summary, every word counts. It is essential to choose your words carefully to convey the message accurately. Aim for concise and clear language without sacrificing important details. By utilizing precise vocabulary and avoiding unnecessary jargon, you can ensure that your summary accurately represents the original text.

One important aspect to consider when choosing your words is the intended audience . Are you summarizing a scientific article for a group of experts in the field, or are you summarizing a news article for a general audience? Tailoring your language to suit the needs and understanding of your readers is crucial in effectively conveying your message.

Another factor to keep in mind is the tone of the original text. Is it formal and academic, or is it more conversational and informal? Adapting your language to match the tone of the original text can help maintain the intended meaning and style.

Furthermore, it is essential to pay attention to the context of the original text. Understanding the background and purpose of the work can provide valuable insights into how to summarize it effectively. By considering the broader context, you can ensure that your summary captures the main ideas and key points without omitting crucial information.

Additionally, when choosing your words, it is crucial to avoid personal biases or interpretations. A summary should present an objective overview of the original text, focusing on the author's ideas rather than your own opinions. By remaining impartial and objective, you can provide a fair and accurate representation of the message. While brevity is important, it is equally crucial to include enough information.

Moreover, a well-crafted summary should include the most significant details and ideas to provide a comprehensive understanding of your research work. Selecting the most relevant and impactful details will help readers grasp the main points without getting lost in unnecessary information.

Create an Outline Before Writing

Organizing your thoughts before you begin writing can significantly enhance the quality of your summary. Create a clear outline that follows the structure of your source material. By logically dividing your summary into sections, you'll ensure a coherent flow and make it easier for your readers to follow along.

Keep Your Summary Concise

A summary should capture the essence of the original text without unnecessary elaboration. Aim to condense the information into its most crucial points, omitting extraneous details. Keep your sentences clear and to the point, maintaining a concise and focused writing style.

Use the Right Tone and Voice

The tone and voice of your summary should match the original source material. Take note of the style from the source and reflect it in your writing. Whether the source material is formal or informal, academic or creative, ensuring consistency in tone and voice is key to an effective summary.

Check for Clarity and Readability

After completing your summary, take the time to review it for clarity and readability. Ensure that your sentences flow smoothly, providing a seamless reading experience. Pay attention to grammar, punctuation, and sentence structure, as these elements contribute to the overall clarity of your summary.

Make Sure You Include All the Important Points

While summarizing, it's vital to include all the necessary information. Double-check your summary against the source material to ensure that you haven't overlooked any important points. By capturing the essence of the original text accurately, you'll provide your readers with a comprehensive overview.

Edit and Proofread Your Summary

Before finalizing your summary, always take the time to edit and proofread. Trim down any unnecessary words or phrases and refine your sentences for clarity and conciseness. Additionally, check for spelling and grammatical errors. By investing effort into this final step, you'll ensure your summary is polished and professional.

Tips for Writing an Effective Summary

Lastly, here are some essential tips to keep in mind as you embark on your summary-writing journey:

  • Focus on conveying the central theme and main points.
  • Avoid personal opinions or interpretations.
  • Use your own words while faithfully representing the source material.
  • Read aloud your summary to ensure clarity and coherence.
  • Seek feedback from peers or mentors to improve your summarizing skills.

By incorporating these tips into your summary-writing process, you'll be well-equipped to create an effective summary that captures the essence of your source material.

In conclusion

Writing a summary requires an understanding of the basics, careful word choice, and a concise writing style. By following the steps outlined in this article and utilizing the provided tips, you can develop the necessary skills to write a good research summary.

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How to Write a Summary of a Research Paper

Last Updated: July 10, 2020 References

This article was co-authored by wikiHow staff writer, Hannah Madden . Hannah Madden is a writer, editor, and artist currently living in Portland, Oregon. In 2018, she graduated from Portland State University with a B.S. in Environmental Studies. Hannah enjoys writing articles about conservation, sustainability, and eco-friendly products. When she isn’t writing, you can find Hannah working on hand embroidery projects and listening to music. This article has been viewed 28,036 times. Learn more...

Writing a summary of an academic research paper is an important skill, and it shows that you understand all of the relevant information presented to you. However, writing a summary can be tough, since it requires you to be completely objective and keep any analysis or criticisms to yourself. By keeping your goal in mind as you read the paper and focusing on the key points, you can write a succinct, accurate summary of a research paper to prove that you understood the overall conclusion.

Reading the Research Paper

Step 1 Figure out the focus of your summary.

  • For instance, if you’re supporting an argument in your own research paper, focus on the elements that are similar to yours.
  • Or, if you’re comparing and contrasting methodology, focus on the methods and the significance of the results.

Step 2 Scan through the article to pick out important information.

  • You can also read the abstract of the paper as a good example of what the authors find to be important in their article.

Step 3 Read the article fully 1 to 2 times.

  • Depending on how long and dense the paper is, your initial reading could take you up to an hour or more.

Step 4 Underline or highlight important information.

  • The important information will usually be toward the end of the paper as the authors explain their findings and conclusions.

Step 5 Take notes summarizing sections in your own words.

  • Writing a summary without plagiarizing, or copying the paper, is really important. Writing notes in your own words will help you get into the mindset of relaying information in your own way.

Including Relevant Information

Step 1 Aim to report the findings, not evaluate them.

  • For example, “The methods used in this paper are not up to standards and require more testing to be conclusive.” is an analysis.
  • ”The methods used in this paper include an in-depth survey and interview session with each candidate.” is a summary.

Step 2 Keep your summary brief.

  • If you’re writing a summary for class, your professor may specify how long your summary should be.
  • Some summaries can even be as short as one sentence.

Step 3 State the research question and hypothesis.

  • ”Environmental conditions in North Carolina pose a threat to frogs and toads.”

Step 4 Describe the testing and analyzation methods.

  • For example: “According to the climate model, frog and toad populations have been decreasing at a rapid rate over the past 10 years, and are on track to decrease even further in the coming years.”

Step 5 Talk about the results and how significant they were.

  • For example: “Smith and Herman (2008) argue that by decreasing greenhouse gases, frog and toad populations could reach historical levels within 20 years, and the climate model projections support that statement.”
  • You can add in the authors and year of publication at any time during your summary.

Step 6 Edit your summary for accuracy and flow.

  • If you have time, try reading your summary to someone who hasn’t read the original paper and see if they understand the key points of the article.

Expert Q&A

  • Make sure you fully understand the paper before you start writing the summary. Thanks Helpful 2 Not Helpful 0

content of summary in research paper

  • Plagiarism can have serious consequences in the academic world, so make sure you’re writing your summary in your own words. [12] X Research source Thanks Helpful 0 Not Helpful 0

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Write a Synopsis for Research

  • ↑ https://writingcenter.uconn.edu/wp-content/uploads/sites/593/2014/06/How_to_Summarize_a_Research_Article1.pdf
  • ↑ https://www.ufv.ca/media/assets/academic-success-centre/handouts/Summarizing-a-Scholarly-Journal-Article-rev2018.pdf
  • ↑ https://integrity.mit.edu/handbook/academic-writing/summarizing
  • ↑ https://writingcenter.unc.edu/tips-and-tools/summary-using-it-wisely/
  • ↑ https://davidson.libguides.com/c.php?g=349327&p=2361763

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

Angela Kayode-Sanni

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

Journal submission: Tips to submit better manuscripts | Paperpal

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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  • Paste relevant research articles to be summarized into Paperpal; the AI will scan each section and extract key information.
  • In minutes, Paperpal will generate a comprehensive summary that showcases the main paper highlights while adhering to academic writing conventions.
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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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CPS Online Library Research Guide (UNH Manchester Library): Summarize an Article

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Summarize or Analyze an Article

Perhaps your instructor has given you an article, or you have found one on your own. The assignment is to summarize or analyze the article. Summarizing and analyzing are not the same activity. Below are outlined the steps to take in fulfilling each type of assignment.

 Summarize an Article

A summary is a report of author’s viewpoint. A summary is rewriting what you have read in your own words. One can think of the summary as the short version of the original writing. You should tell the reader what were the main and important points of the writing. Your summary should include the thesis or the main argument of the paper. In the summary, you should not include your opinion or what you think the author is trying to imply by writing it. It should only focus on what the author has written. Summary should also not include any kind of evaluation by the reader. You should not write what you think are the author’s strong or weak arguments.

One of the other important information the summary should include is the name of the book or article, the author’s name and the publication information. The publication information is when that piece of writing was first published (Date or year) and where was it published? This information usually goes in the introductory paragraph which is also going to include the thesis statement of the writing you have read.

The summary should also be formal. You should not address the author by their first name; use only their last name of the author. It is typed and usually only one paragraph depending on what you are writing about. I have only listed some of the most common factors that need to be included in the summary. Your instructor could give you a different structure they want you to follow and other guidelines.

What Your Summary Should Address

A brief paragraph describing and informing the reader on three or more of the following elements:

  • Who: those involved
  • What: the event or topic being covered
  • When: time, period, era, night or day
  • Where: the location, distance, place
  • Why: the cause or causes
  • How: the process(es)

 Analyze an Article

An analysis is breaking a large topic into smaller pieces to better understand the subject. In an analysis you are not telling the reader about the main viewpoints of the author or what the writing is about, it is examining the structure and the details of the writing. You break the story into smaller parts to understand it better. Many instructors do not want you to express your opinion about the subject discussed in the paper. You can only give your opinion on how well the author did to convince the reader.

The first paragraph should be the introductory paragraph and it should include the title, author’s name, and publication details. You can also give the reader some background information on the subject being discussed in the writing and then give the thesis statement of the paper. First paragraph can also have a short summary about the paper.

In your analysis paper, you should address what is the main argument that the author is making and how well do they support the argument. The other factor to address is how reliable are the sources, and the authority that the author cites to make their argument strong. An analysis paper can also include the strengths and weaknesses of the paper and how they affect the argument being made by the author. You should also examine the tools like statistics, examples or citing of an authority to analyze the author’s reasoning for writing the paper. The other points one could address in their analysis paper are does the author address the opposition’s view point and does he/she attempts to refute it. Many instructors do not want you to express your opinion about the subject discussed in the paper. You can only give your opinion on how well the author did to convince the reader.  However, depending on your class level and your instructor it might be different and you might be allowed to express your opinion on the subject matter and tell whether you agree or disagree with the author.

What Your Analysis Should Address

Examine the summary elements described above in order to look for their meaning in the following contexts:

  • Relationships, trends, patterns
  • Roles of people, places, objects, situations
  • Consequences or results of events, decisions and processes
  • Causes and their effects
  • Advantages and disadvantages/ gains and losses
  • Strengths and weaknesses

Adapted from: The Writing Center . College of the Sequoias

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A comprehensive guide on how to write a research summary paper, rachel r.n..

  • November 30, 2023
  • How to Guides

Learning how to summarize a research paper is a really important skill for academics. You might need to do it often for different reasons like writing an introduction for a journal article, giving feedback, or just keeping a useful record for later.

Summarizing a research paper can be tough because the papers are usually complex. But having a plan can make it easier. Spending time getting good at this can also make you better at science overall, and help you work faster and better.

So, what is a research summary? It’s a short and clear overview of a research paper. It covers what the study was about, what they found, how they did it, what they concluded, and why it matters. Writing a good summary shows that you really understood the paper.

By following the guidelines and tips provided in this guide, you will be able to excel in your writing endeavors and produce high-quality research papers.

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Preliminary steps to Writing a Research Summary Paper

Quickly read through the article to understand what each part talks about and figure out which parts are more important. Make sure you know what your professor wants from you. Decide if you want to summarize it yourself or get help from a cheap research paper writing service.

Understand the topic and article . To write a summary, you need to know a lot about the subject. Sometimes, you can’t understand the content unless you know about the current knowledge, key definitions, concepts, and models. This usually happens when you’re reading the literature review. For the paper itself, you need to understand analysis questions, hypotheses, evidence listed, and how strong that evidence supports the hypotheses. Also, understand the implications of the analysis. Only when you really understand can you summarize well.

Take notes as you read. You can highlight or sum up each paragraph with a short sentence that records the main idea. But be careful not to write too much while reading. This is because as you read, you might find that some parts you thought were important are actually less important than what comes next. Only underline or highlight the most important evidence; there’s no point in highlighting everything without making distinctions.

Put together a draft by collecting key evidence and notes from each paragraph or section. Make sure your summary covers all the things that a research summary should have.

Find more literature to support your critical view . This is especially important if you need to give your opinion on the study’s limitations or contradictory evidence.

Research Paper Example

50 Potential Research Summary Topics

General Points for Writing Research Papers

When it comes to writing research papers , there are several important factors to consider to ensure your work is clear, cohesive, and impactful. In this section, I will discuss some general tips and strategies that can help you improve your writing and make your research paper stand out.

Tense in Research Papers

One crucial aspect of writing research papers is choosing the appropriate verb tense. Generally, the past tense is used to describe completed actions, while the present tense is used for ongoing actions or facts. It is essential to maintain consistency in your verb tense throughout the paper to avoid confusion and ensure a smooth flow of information.

Writing and Editing Tips

When writing your research paper, it is important to pay attention to your writing style and structure . Avoid long, complex paragraphs and sentences, as they can make it difficult for readers to follow your ideas. Instead, use headings, bullets, italics, and boldface to break up the text and draw attention to key points.

Additionally, consider creating easy-to-understand graphics or tables to present your data or findings visually. This can help readers grasp complex information more easily and enhance the overall clarity of your paper. Furthermore, ensure there is a logical flow of information from one section to another, making it easier for readers to navigate through your paper and understand your arguments.

Consistency in Writing

Consistency is key when it comes to writing research papers. Pay attention to your writing style, formatting, and citation style throughout the paper. Consistent formatting and citation practices not only improve the overall professionalism of your work but also make it easier for readers to locate and refer to your sources.

Before submitting your manuscript, take the time to read it multiple times and seek feedback from peers or colleagues. They can provide valuable insights and perspectives, helping you identify areas for improvement and making your research paper even stronger.

Understanding the Research Paper Format

Before starting the research paper, it is crucial to understand the structure and format. The typical research paper consists of a title , abstract , introduction , methods and materials, results, discussion, and conclusion.

In order to create an effective research paper, it is important to pay attention to each section and understand its purpose. Let’s take a closer look at the key elements of a research paper format :

The title of your research paper should be concise and informative. It should accurately reflect the content of your study and grab the reader’s attention. A well-crafted title sets the tone for your research paper and gives readers an idea of what to expect.

The abstract provides a summary of the research paper and should be concise, honest, and stand-alone. It should give readers a clear understanding of the purpose, methods, results, and implications of your study. A well-written abstract captures the essence of your research and entices readers to continue reading.

Introduction

The introduction is where you present the research topic, questions or hypotheses, and its significance. It sets the stage for your research paper and provides context for your study. A strong introduction grabs the reader’s attention, outlines the scope of your research, and establishes the importance of your work.

Understanding the structure and format of a research paper is essential for creating a well-organized and cohesive piece of academic writing. By following the guidelines for each section, you can ensure that your research paper is clear, concise, and impactful.

Writing the Introduction

When it comes to writing a research paper, the introduction plays a crucial role. It is your chance to captivate the reader’s attention and set the tone for the rest of your paper. A well-crafted introduction can make a strong impression and make your research paper stand out.

An engaging introduction should start with an attention-grabbing opening sentence or anecdote that relates to your research topic. This will immediately draw the reader in and make them curious to learn more. Additionally, provide some context by introducing the research topic and explaining why it is important or significant.

One key element of the introduction is the thesis statement . This statement should clearly state the purpose of your research and the main argument or hypothesis you will be exploring. It acts as a roadmap for your paper and helps guide the reader through your research.

Remember to use appropriate verb tenses in the introduction. Present tense can be used to state known facts and general truths, while past tense is suitable for describing methods or actions used in previous studies. By crafting a compelling and informative introduction, you will successfully set the stage for the rest of your research paper.

Example Opening Sentence:

“Did you know that the average person spends approximately five years of their life scrolling through social media?”

Key Elements of an Engaging Introduction:

  • An attention-grabbing opening sentence or anecdote
  • Contextual information about the research topic
  • A clear and concise thesis statement

Crafting the Body and Conclusion

After a captivating introduction, the body of your research paper is where you delve into the arguments and evidence that support your thesis statement. It’s crucial to present your ideas in a logical and organized manner to ensure clarity and coherence.

Organize your paper into paragraphs, with each paragraph focusing on a specific point or aspect of your research. Provide relevant data, examples, and citations to support your claims and strengthen your arguments. Remember to use proper citation styles, such as APA or MLA, to give credit to the original authors and avoid plagiarism.

Within the body of your research paper, make use of headings and subheadings to break down the content and guide the reader. This helps them navigate through your paper more easily and locate specific information. Clear headings also contribute to the overall visual appeal of your research paper and make it more reader-friendly.

“The key to a successful research paper lies in the effective presentation of arguments and evidence. Each paragraph should build upon the previous one, leading the reader towards a comprehensive understanding of your research topic.”

As you approach the conclusion of your research paper, it’s essential to summarize the main findings and restate your thesis statement. The conclusion should provide closure to your research paper and offer additional insights or recommendations for further study.

Ensure that your research paper is properly formatted and presented, with clear headings, logical flow, and a consistent citation style throughout. Double-check for any grammatical or spelling errors, and seek feedback from peers or mentors to ensure the highest quality of your work.

Writing a research paper is a skill that can be honed through practice and refinement. By following the guidelines and tips provided in this guide, you can become proficient in research paper writing and enhance your overall writing skills.

It is important to choose a clear and engaging topic that aligns with your interests and expertise. Conduct thorough research to gather relevant information and develop a solid thesis statement that will guide your paper. Create an outline to organize your thoughts and ensure a logical flow of ideas within your paper.

When writing your research paper, pay attention to the structure and format, including the introduction, body, and conclusion. Craft a captivating introduction that grabs the reader’s attention and provides context for your research. In the body of your paper, present well-structured arguments supported by evidence and properly cite your sources. Finally, summarize your main findings in the conclusion and provide insights or recommendations.

Remember, practice makes perfect. Continually practice writing research papers to refine your skills and become a more effective communicator and analytical thinker. StudyingHq.com provides a vast selection of free essay examples, samples, guides, topics, and research papers that can serve as inspiration for your assignments. Additionally, if you need assistance, expert writers are available to provide writing help within a short timeframe.

Related Articles

How to Write a Summary (Examples Included)

7 Things You Didn’t Know About Writing Research Paper Summary

How many parts are there in a research paper?

There are 5 parts in a research paper: introduction, methods and materials, results, discussion, and conclusion.

What verb tense should I use when writing a research paper?

It is important to choose the correct verb tense. Use past tense for completed actions and present tense for ongoing actions.

How can I make my research paper easier to read?

To make your research paper easier to read, avoid very long paragraphs and sentences. Use headings, bullets, italics, and boldface when necessary. Make easy-to-understand graphics and ensure there is a logical flow of information.

What should I do before submitting my research paper?

Before submitting your research paper, read it multiple times and seek feedback from others to ensure it is well-written and error-free.

What is the structure and format of a research paper?

The typical research paper consists of a title, abstract, introduction, methods and materials, results, discussion, and conclusion.

How should I write the introduction of my research paper?

To write an  engaging introduction  for your research paper, start with an attention-grabbing opening sentence or anecdote. Provide context by introducing the research topic and its relevance. State the research question or hypothesis clearly and outline the structure of the paper.

What should I include in the body of my research paper?

In the body of your research paper, present the arguments and evidence supporting your thesis statement. Each paragraph should focus on a specific point, supported by relevant data or examples. Properly cite your sources using a recognized citation style.

How should I conclude my research paper?

In the conclusion of your research paper, summarize the main findings, restate the thesis, and provide insights or recommendations based on the research conducted.

How can I improve my writing skills for research papers?

To improve your writing skills for research papers,  practice writing  regularly, choose clear and engaging topics, conduct thorough research, develop a solid thesis statement, create an outline, and edit and proofread your paper for clarity and cohesiveness.

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What is a Summary? An In-depth Guide on Definition, Types, and Examples

Harish M

Understanding what a summary contains is fundamental to academic success. It represents a concise restatement of an argument, paper, or lecture's main points, facilitating better understanding, and the ability to highlight connections between concepts.

The term 'summary' itself, alongside variations such as 'overview' and 'review', plays a critical role in both written and oral academic communication, proving indispensable for those seeking to grasp and convey key ideas efficiently.

This article aims to break down in detail, the definition of a summary, including what a summary looks like and its essential elements, and delving into the various types of summaries. It will also provide a detailed look at the summary structure, summary format, and the components and steps crucial in crafting an effective summary, complemented by practical summary writing examples.

Through understanding the nuances of summary design and identifying common pitfalls, readers will gain insights into optimizing their summary writing skills for academic and professional success.

What is a Summary?

Summary is a distilled rendition of content that encapsulates a broad understanding of a subject matter. This condensation is aimed at being concise, accurate, and readily comprehensible. 

Purpose and Structure of a Summary

  • The primary aim of a summary is to conserve the reader's time and effort, offering a pathway to grasp the key themes of more extensive work in a format that is both accessible and manageable. A typical summary structure encompasses an introduction, body, and conclusion, with the introduction specifying the title of the original work, its author, and the main topic. Importantly, a summary should avoid personal opinions or interpretations, and represent the ideas and arguments of the original work. This objective stance ensures that the summary remains a true reflection of the source material, devoid of subjective bias.

The term ‘summary’ can be used both as a noun as well as an adjective. Let’s see how

  • As a Noun : A summary is characterized by its ability to offer a short, clear exposition that conveys the principal facts or ideas about a topic. This encapsulation is a comprehensive and brief abstract, spotlighting previously stated facts or statements. The essence of summarizing lies in its capacity to distill a larger body of work into its main points and essential details, presenting them in a succinct format. Synonyms of summary include abstract, breviary, and epitome, among others, each underscoring the brevity and comprehensiveness of the summary.
  • As an Adjective : The term 'summary' is also used as an adjective, denoting actions carried out swiftly, often bypassing the conventional process or discussion. This usage highlights the efficiency and directness of summary actions, especially in contexts requiring prompt decision-making or succinct communication. Synonyms for this usage include direct, prompt, etc,

Types of Summaries

Summaries play a crucial role across various domains, serving to condense and clarify content for different purposes. Here, we explore the diverse types of summaries, each tailored to specific needs and contexts:

  • Academic Summaries: Utilized in scholarly writing, these summaries distill complex information into digestible parts, aiding in the comprehension of intricate ideas and arguments.
  • Meeting Summaries: Essential for both attendees and absentees, they encapsulate discussions, decisions, and subsequent steps, ensuring alignment and shared understanding.
  • Medical Summaries: Offer a comprehensive view of a patient's health status, treatments, and prognosis, valuable for healthcare providers, patients, and families alike.
  • Business Document Overviews: Summarize key elements of documents like business plans or annual reports, providing a high-level perspective.
  • Book Summaries: Found on back covers or online, they give potential readers insight into themes, characters, and plot, aiding in decision-making without revealing too much.
  • Product Summaries: Highlight features, benefits, and uses of products, assisting customers in making informed purchasing decisions.
  • News Summaries (Abstracts): Allow readers to grasp the main points of news stories quickly, saving time and effort by avoiding full-article reads.
  • Abstracts and Synopses: Serve as concise presentations of long texts or articles, helping readers decide on engaging with the full material. Abstracts highlight major points, while synopses chronologically offer brief overviews of content.
  • Literary and Film Reviews: These summaries not only recount the narrative but also include evaluations of the significance and impact of the work, often incorporating the reviewer's insights.
  • Policy and Research Summaries: Analyze and evaluate content, focusing on the implications and usefulness of the findings for policy development and professional learning.

Components of a Good Summary

Creating an effective summary requires adherence to certain foundational components that ensure clarity, relevance, and coherence. These components are critical in encapsulating the essence of the original text while making it accessible and informative for the reader. Below are the key components and steps involved in crafting a good summary:

  • Main Idea or Thesis: The summary must clearly identify the central theme or thesis of the original work. This serves as the anchor around which the summary is structured.
  • Essential Supporting Points: It should include all crucial arguments or points that support the main idea, ensuring the reader grasps the full scope of the original work without needing to refer to it.
  • Structure and Coherence: Present the author's points in a logical order, starting with the thesis or main idea and following with supporting details. This structure aids in the reader's comprehension.
  • Comprehensiveness and Conciseness: While being comprehensive enough to cover the original work's significant points, a summary should also be concise, avoiding unnecessary details or digressions.
  • Objective Representation: Maintain an objective tone, refraining from including personal opinions or biases. The goal is to reflect the original text's content and tone accurately.

Summary Design and Structure

Designing and structuring a summary requires a meticulous approach to ensure that the essence of the original text is captured accurately and concisely. The following outlines the key steps and considerations for crafting an effective summary:

  • Start with an introductory sentence that includes the text's title , author , and the main point . This sets a clear context for the reader.
  • Example : "In 'The Art of War' by Sun Tzu, the primary focus is on strategies for military success."
  • Summaries must be written in your own words , reflecting only the ideas of the original text to maintain authenticity.
  • Identify and list the significant sub-claims used by the author to support the main point. This helps in understanding the structure of the original argument or narrative.
  • Select three supporting passages from the text, quoting them word-for-word for accuracy. Cite each passage clearly by mentioning the work, author, and paragraph number.
  • Example of citation : "(Tzu, 'The Art of War', para. 5)."
  • Utilize diagrams or mind maps for complex summaries, such as story summaries or film analyses. This visual representation can significantly aid in understanding themes, character developments, or critical events.
  • The Little Prince Story Summary : A mind map illustrating the story's theme, characteristics of the little prince, and his travel experiences.
  • Skyfall 007 Story Summary : A production-focused diagram categorizing every element and deliverable for the movie.
  • Sleeping Beauty Story Summary : A diagram highlighting key events of the princess's story, with each event labeled and color-coded for clarity.
  • Present the author’s points in a straightforward structure , starting with the thesis or main idea, followed by supporting points. This logical progression aids in reader comprehension.
  • The summary overview structure should be clear and distinct , employing bullet points or headings to group similar information, enhancing readability.
  • Aim for comprehensiveness and conciseness ; distill complex information into its essence while maintaining clarity and brevity.

By adhering to these guidelines, the summary design and structure will not only accurately reflect the original text but also provide a clear, concise, and engaging overview for the reader. Visual aids, when appropriate, can further enhance understanding, making the summary more accessible and informative.

Step-by-Step Process for Crafting a Summary

To craft a concise and informative summary, especially of a research paper, the following step-by-step process is essential. This structured approach ensures clarity, accuracy, and relevance, aligning with the objective of summarizing:

  • Read the Entire Paper : Focus on understanding the main points, findings, and the authors' conclusions. Pay special attention to the introduction, results, and discussion sections to grasp the study's significance and potential usefulness.
  • Abstract and Conclusion : Use these sections to build a foundational understanding of the research paper's goals and outcomes. Write a simplified version of both, highlighting the key points and findings.
  • Methods Section : Review this part only if it's necessary to comprehend the data interpretation, ensuring a complete understanding of the research conducted.
  • Sectional Analysis : Divide the text into sections to better understand its structure and main arguments, which are crucial for a comprehensive summary.
  • Key Point Extraction : Make a list of the most important points, distinguishing between main ideas and supporting details. Assign a keyword to each identified point to organize and streamline the summary writing process.
  • Writing in Your Own Words : Using your own words, present the material from the author's perspective, ensuring an objective representation of the original text. Begin with an introduction that includes the text's title, author, and main point.
  • Accuracy and Completeness Check : Compare the summary against the original article to ensure all critical information is accurately and fully represented. This step is crucial for maintaining the integrity of the original work.
  • Revision and Editing : Revise the summary for clarity, coherence, and conciseness. This includes checking for grammatical and spelling errors, verifying the summary's length, and potentially having someone else review the work. Additionally, ensure proper citation methods are used to avoid plagiarism.

By following these steps, the summary writing process becomes a methodical exercise in distilling complex information into a digestible format. This approach not only aids in understanding but also in effectively communicating the essence of the original work to the intended audience.

Examples of Summary Usage

To illustrate the concepts discussed, examples of both full and concise article summaries are provided:

  • Macbeth : A comprehensive summary of Shakespeare's "Macbeth" would encapsulate the tragic downfall of Macbeth from a noble thane to a tyrannical ruler, driven by prophesies and manipulation. It would detail key events, such as the prophecy of the witches, the murder of King Duncan, and Macbeth's eventual demise, highlighting themes of ambition, guilt, and fate.
  • The Lottery Rose : This summary would outline the story of a young boy, abused and neglected, who finds solace and hope through a small rose bush he wins at a supermarket lottery. It would touch upon themes of abuse, redemption, and the power of kindness.
  • My Sister's Keeper : A brief summary might focus on the central ethical dilemma of a girl conceived to save her sister's life, exploring themes of medical ethics, family dynamics, and personal autonomy.

In professional contexts, summaries provide clear overviews of meetings, judicial decisions, and project progress:

  • Meeting Summary : Offers a clear overview of decisions made, ensuring all participants, including absentees, are informed of the outcomes and action items.
  • Judicial Summary : An example includes the judge exercising summary jurisdiction to swiftly resolve a dispute, demonstrating the use of summaries in legal settings for efficiency.
  • Project Progress Summary : For instance, a summary detailing the progress in building a bridge would provide stakeholders with a quick, comprehensive update on milestones achieved and challenges faced.

Finally, summaries also play a pivotal role in advocating for systemic changes or summarizing large-scale projects or reports:

  • Advocacy for Public Healthcare System : A concise statement summarizing the need for a better public healthcare system can effectively communicate the core argument to a broad audience.
  • Chapter/Plot Summary : Essential in academic settings, these summaries help students and researchers quickly grasp the main points and themes of a specific chapter or the overall plot of a book.

Common Challenges in Summary Writing

In the process of summary writing, several common pitfalls can significantly affect the clarity, accuracy, and effectiveness of the final product. Recognizing and avoiding these pitfalls is crucial for crafting a concise and informative summary.

  • Including irrelevant information can distract from the main ideas, making the summary less effective.
  • Writing a summary that is too long or too short disrupts the balance between comprehensiveness and conciseness, leading to an ineffective summary.
  • Being too generic limits the summary's relevance, while being overly specific can reduce its broader applicability.
  • Failing to convey the original text's tone and purpose can lead to misinterpretation, affecting the summary's accuracy.
  • Being too passive or boastful can undermine the summary's credibility, while being too boring or flashy can impact its engagement level.
  • A summary that is overly personal or impersonal may struggle with relatability, affecting its impact on the reader.
  • Not capturing the main ideas or focusing excessively on plot details can result in a summary with limited depth and analysis.
  • The lack of textual evidence to support arguments weakens the summary's analysis and credibility.
  • Overreliance on secondary sources can diminish the summary's originality and analytical depth.
  • Ignoring the historical or cultural context of a work can restrict its interpretation and understanding.
  • Restating information instead of summarizing leads to redundancy and a lack of clarity.
  • Failing to proofread can lead to errors in spelling, grammar, and clarity, diminishing the summary's quality.
  • Using overly complex language makes the summary difficult to understand and interpret.

What is a summary and could you provide an example?

A summary is a concise recapitulation of the primary points, typically serving as a conclusion to a piece of work. For instance, a chapter summary would distill the essential arguments and conclusions. Meanwhile, a brief is a comprehensive framework, with main points and subpoints, for a discourse that is often legal in nature, such as a brief prepared for a legal argument.

What are the different types of summaries that exist?

There are several main types of summaries, including:

  • Educational Summary
  • Professional Summary
  • Consumer Oriented Summary
  • Thematic Summary
  • Critical Summary
  • Descriptive Summary
  • Synoptic Summary (or Synthesis)

Could you explain how to craft a thorough summary?

To write a detailed summary, you should:

  • Immediately report the overall topic.
  • Start with the title of the essay and the author's name.
  • Use the present tense.
  • Outline the primary points addressed in the text.
  • If necessary, include relevant supporting details based on the desired length and depth of the summary.
  • Note any significant conclusions that have been drawn.

What is the proper format for writing a summary?

When writing a summary, you should adhere to the following guidelines:

  • Write the summary in your own words.
  • Ensure the summary only reflects the ideas from the original text.
  • Avoid including your personal opinions, interpretations, deductions, or comments.
  • Identify the author's significant sub-claims in the order they use to support the main point.

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

Published on October 30, 2022 by Jack Caulfield . Revised on April 13, 2023.

  • Restate the problem statement addressed in the paper
  • Summarize your overall arguments or findings
  • Suggest the key takeaways from your paper

Research paper conclusion

The content of the conclusion varies depending on whether your paper presents the results of original empirical research or constructs an argument through engagement with sources .

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Table of contents

Step 1: restate the problem, step 2: sum up the paper, step 3: discuss the implications, research paper conclusion examples, frequently asked questions about research paper conclusions.

The first task of your conclusion is to remind the reader of your research problem . You will have discussed this problem in depth throughout the body, but now the point is to zoom back out from the details to the bigger picture.

While you are restating a problem you’ve already introduced, you should avoid phrasing it identically to how it appeared in the introduction . Ideally, you’ll find a novel way to circle back to the problem from the more detailed ideas discussed in the body.

For example, an argumentative paper advocating new measures to reduce the environmental impact of agriculture might restate its problem as follows:

Meanwhile, an empirical paper studying the relationship of Instagram use with body image issues might present its problem like this:

“In conclusion …”

Avoid starting your conclusion with phrases like “In conclusion” or “To conclude,” as this can come across as too obvious and make your writing seem unsophisticated. The content and placement of your conclusion should make its function clear without the need for additional signposting.

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content of summary in research paper

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Having zoomed back in on the problem, it’s time to summarize how the body of the paper went about addressing it, and what conclusions this approach led to.

Depending on the nature of your research paper, this might mean restating your thesis and arguments, or summarizing your overall findings.

Argumentative paper: Restate your thesis and arguments

In an argumentative paper, you will have presented a thesis statement in your introduction, expressing the overall claim your paper argues for. In the conclusion, you should restate the thesis and show how it has been developed through the body of the paper.

Briefly summarize the key arguments made in the body, showing how each of them contributes to proving your thesis. You may also mention any counterarguments you addressed, emphasizing why your thesis holds up against them, particularly if your argument is a controversial one.

Don’t go into the details of your evidence or present new ideas; focus on outlining in broad strokes the argument you have made.

Empirical paper: Summarize your findings

In an empirical paper, this is the time to summarize your key findings. Don’t go into great detail here (you will have presented your in-depth results and discussion already), but do clearly express the answers to the research questions you investigated.

Describe your main findings, even if they weren’t necessarily the ones you expected or hoped for, and explain the overall conclusion they led you to.

Having summed up your key arguments or findings, the conclusion ends by considering the broader implications of your research. This means expressing the key takeaways, practical or theoretical, from your paper—often in the form of a call for action or suggestions for future research.

Argumentative paper: Strong closing statement

An argumentative paper generally ends with a strong closing statement. In the case of a practical argument, make a call for action: What actions do you think should be taken by the people or organizations concerned in response to your argument?

If your topic is more theoretical and unsuitable for a call for action, your closing statement should express the significance of your argument—for example, in proposing a new understanding of a topic or laying the groundwork for future research.

Empirical paper: Future research directions

In a more empirical paper, you can close by either making recommendations for practice (for example, in clinical or policy papers), or suggesting directions for future research.

Whatever the scope of your own research, there will always be room for further investigation of related topics, and you’ll often discover new questions and problems during the research process .

Finish your paper on a forward-looking note by suggesting how you or other researchers might build on this topic in the future and address any limitations of the current paper.

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

  • Argumentative paper
  • Empirical paper

While the role of cattle in climate change is by now common knowledge, countries like the Netherlands continually fail to confront this issue with the urgency it deserves. The evidence is clear: To create a truly futureproof agricultural sector, Dutch farmers must be incentivized to transition from livestock farming to sustainable vegetable farming. As well as dramatically lowering emissions, plant-based agriculture, if approached in the right way, can produce more food with less land, providing opportunities for nature regeneration areas that will themselves contribute to climate targets. Although this approach would have economic ramifications, from a long-term perspective, it would represent a significant step towards a more sustainable and resilient national economy. Transitioning to sustainable vegetable farming will make the Netherlands greener and healthier, setting an example for other European governments. Farmers, policymakers, and consumers must focus on the future, not just on their own short-term interests, and work to implement this transition now.

As social media becomes increasingly central to young people’s everyday lives, it is important to understand how different platforms affect their developing self-conception. By testing the effect of daily Instagram use among teenage girls, this study established that highly visual social media does indeed have a significant effect on body image concerns, with a strong correlation between the amount of time spent on the platform and participants’ self-reported dissatisfaction with their appearance. However, the strength of this effect was moderated by pre-test self-esteem ratings: Participants with higher self-esteem were less likely to experience an increase in body image concerns after using Instagram. This suggests that, while Instagram does impact body image, it is also important to consider the wider social and psychological context in which this usage occurs: Teenagers who are already predisposed to self-esteem issues may be at greater risk of experiencing negative effects. Future research into Instagram and other highly visual social media should focus on establishing a clearer picture of how self-esteem and related constructs influence young people’s experiences of these platforms. Furthermore, while this experiment measured Instagram usage in terms of time spent on the platform, observational studies are required to gain more insight into different patterns of usage—to investigate, for instance, whether active posting is associated with different effects than passive consumption of social media content.

If you’re unsure about the conclusion, it can be helpful to ask a friend or fellow student to read your conclusion and summarize the main takeaways.

  • Do they understand from your conclusion what your research was about?
  • Are they able to summarize the implications of your findings?
  • Can they answer your research question based on your conclusion?

You can also get an expert to proofread and feedback your paper with a paper editing service .

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content of summary in research paper

The conclusion of a research paper has several key elements you should make sure to include:

  • A restatement of the research problem
  • A summary of your key arguments and/or findings
  • A short discussion of the implications of your research

No, it’s not appropriate to present new arguments or evidence in the conclusion . While you might be tempted to save a striking argument for last, research papers follow a more formal structure than this.

All your findings and arguments should be presented in the body of the text (more specifically in the results and discussion sections if you are following a scientific structure). The conclusion is meant to summarize and reflect on the evidence and arguments you have already presented, not introduce new ones.

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Caulfield, J. (2023, April 13). Writing a Research Paper Conclusion | Step-by-Step Guide. Scribbr. Retrieved April 15, 2024, from https://www.scribbr.com/research-paper/research-paper-conclusion/

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How to Write a Summary for a Research Paper

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How to Write a Summary for a Research Paper

Why do you need to write a summary of a research paper?

When do you need to write a research paper summary.

  • Writing a research paper summary is crucial because it allows you to present a concise overview of your research to readers who need time or expertise to read the entire paper.
  • A research paper summary can help you organize your thoughts and refine your research question, leading to a comprehensive answer.
  • When you write a research paper summary, you make an essential step in the research process that can help you to be more effective and communicate your research findings.

How to start a summary if you have no ideas?

  • When summarizing a research paper, it’s crucial to begin by identifying the primary points of the study.
  • Start reading through the abstract and introduction and quickly scanning the results and conclusion sections.
  • After pinpointing the key takeaways, you need to include in a summary information that accurately reflects the main findings of the research.
  • Next, choose all the most basic and write down the abstracts logically.
  • After, see what thought you could start your summary with.

How to write a good summary: step by step guide

Step 1. read the text of your work., step 2. structure your notes., step 3. write the main part of the summary., step 4. add a research objective., step 5. add keywords., step 6. briefly describe the findings., step 7. remove all unnecessary information., step 8. edit the summary., summary writing checklist.

  • Understand the main idea: Before starting to write an executive summary for a research paper, ensure you understand the main idea of the text you are summarizing. It will help you to focus on the most critical points.
  • Identify the key points: Once you have understood the main idea, identify the key points that support it. These are the essential pieces of information that should be included in a summary.
  • Use your own words: When writing a summary, it is essential to use your own words to convey the information. Avoid simply copying and pasting sentences from the original text.
  • Be concise: Summaries should be brief and to the point. Avoid including unnecessary details or information irrelevant to the main idea.
  • Check for accuracy: Before submitting your summary, ensure it accurately reflects the original text’s main idea and key points. Also, check for any errors or omissions

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An executive summary is a thorough overview of a research report or other type of document that synthesizes key points for its readers, saving them time and preparing them to understand the study's overall content. It is a separate, stand-alone document of sufficient detail and clarity to ensure that the reader can completely understand the contents of the main research study. An executive summary can be anywhere from 1-10 pages long depending on the length of the report, or it can be the summary of more than one document [e.g., papers submitted for a group project].

Bailey, Edward, P. The Plain English Approach to Business Writing . (New York: Oxford University Press, 1997), p. 73-80 Todorovic, Zelimir William and Marietta Wolczacka Frye. “Writing Effective Executive Summaries: An Interdisciplinary Examination.” In United States Association for Small Business and Entrepreneurship. Conference Proceedings . (Decatur, IL: United States Association for Small Business and Entrepreneurship, 2009): pp. 662-691.

Importance of a Good Executive Summary

Although an executive summary is similar to an abstract in that they both summarize the contents of a research study, there are several key differences. With research abstracts, the author's recommendations are rarely included, or if they are, they are implicit rather than explicit. Recommendations are generally not stated in academic abstracts because scholars operate in a discursive environment, where debates, discussions, and dialogs are meant to precede the implementation of any new research findings. The conceptual nature of much academic writing also means that recommendations arising from the findings are distributed widely and not easily or usefully encapsulated. Executive summaries are used mainly when a research study has been developed for an organizational partner, funding entity, or other external group that participated in the research . In such cases, the research report and executive summary are often written for policy makers outside of academe, while abstracts are written for the academic community. Professors, therefore, assign the writing of executive summaries so students can practice synthesizing and writing about the contents of comprehensive research studies for external stakeholder groups.

When preparing to write, keep in mind that:

  • An executive summary is not an abstract.
  • An executive summary is not an introduction.
  • An executive summary is not a preface.
  • An executive summary is not a random collection of highlights.

Christensen, Jay. Executive Summaries Complete The Report. California State University Northridge; Clayton, John. "Writing an Executive Summary that Means Business." Harvard Management Communication Letter (July 2003): 2-4; Keller, Chuck. "Stay Healthy with a Winning Executive Summary." Technical Communication 41 (1994): 511-517; Murphy, Herta A., Herbert W. Hildebrandt, and Jane P. Thomas. Effective Business Communications . New York: McGraw-Hill, 1997; Vassallo, Philip. "Executive Summaries: Where Less Really is More." ETC.: A Review of General Semantics 60 (Spring 2003): 83-90 .

Structure and Writing Style

Writing an Executive Summary

Read the Entire Document This may go without saying, but it is critically important that you read the entire research study thoroughly from start to finish before you begin to write the executive summary. Take notes as you go along, highlighting important statements of fact, key findings, and recommended courses of action. This will better prepare you for how to organize and summarize the study. Remember this is not a brief abstract of 300 words or less but, essentially, a mini-paper of your paper, with a focus on recommendations.

Isolate the Major Points Within the Original Document Choose which parts of the document are the most important to those who will read it. These points must be included within the executive summary in order to provide a thorough and complete explanation of what the document is trying to convey.

Separate the Main Sections Closely examine each section of the original document and discern the main differences in each. After you have a firm understanding about what each section offers in respect to the other sections, write a few sentences for each section describing the main ideas. Although the format may vary, the main sections of an executive summary likely will include the following:

  • An opening statement, with brief background information,
  • The purpose of research study,
  • Method of data gathering and analysis,
  • Overview of findings, and,
  • A description of each recommendation, accompanied by a justification. Note that the recommendations are sometimes quoted verbatim from the research study.

Combine the Information Use the information gathered to combine them into an executive summary that is no longer than 10% of the original document. Be concise! The purpose is to provide a brief explanation of the entire document with a focus on the recommendations that have emerged from your research. How you word this will likely differ depending on your audience and what they care about most. If necessary, selectively incorporate bullet points for emphasis and brevity. Re-read your Executive Summary After you've completed your executive summary, let it sit for a while before coming back to re-read it. Check to make sure that the summary will make sense as a separate document from the full research study. By taking some time before re-reading it, you allow yourself to see the summary with fresh, unbiased eyes.

Common Mistakes to Avoid

Length of the Executive Summary As a general rule, the correct length of an executive summary is that it meets the criteria of no more pages than 10% of the number of pages in the original document, with an upper limit of no more than ten pages [i.e., ten pages for a 100 page document]. This requirement keeps the document short enough to be read by your audience, but long enough to allow it to be a complete, stand-alone synopsis. Cutting and Pasting With the exception of specific recommendations made in the study, do not simply cut and paste whole sections of the original document into the executive summary. You should paraphrase information from the longer document. Avoid taking up space with excessive subtitles and lists, unless they are absolutely necessary for the reader to have a complete understanding of the original document. Consider the Audience Although unlikely to be required by your professor, there is the possibility that more than one executive summary will have to be written for a given document [e.g., one for policy-makers, one for private industry, one for philanthropists]. This may only necessitate the rewriting of the introduction and conclusion, but it could require rewriting the entire summary in order to fit the needs of the reader. If necessary, be sure to consider the types of audiences who may benefit from your study and make adjustments accordingly. Clarity in Writing One of the biggest mistakes you can make is related to the clarity of your executive summary. Always note that your audience [or audiences] are likely seeing your research study for the first time. The best way to avoid a disorganized or cluttered executive summary is to write it after the study is completed. Always follow the same strategies for proofreading that you would for any research paper. Use Strong and Positive Language Don’t weaken your executive summary with passive, imprecise language. The executive summary is a stand-alone document intended to convince the reader to make a decision concerning whether to implement the recommendations you make. Once convinced, it is assumed that the full document will provide the details needed to implement the recommendations. Although you should resist the temptation to pad your summary with pleas or biased statements, do pay particular attention to ensuring that a sense of urgency is created in the implications, recommendations, and conclusions presented in the executive summary. Be sure to target readers who are likely to implement the recommendations.

Bailey, Edward, P. The Plain English Approach to Business Writing . (New York: Oxford University Press, 1997), p. 73-80; Christensen, Jay. Executive Summaries Complete The Report. California State University Northridge; Executive Summaries. Writing@CSU. Colorado State University; Clayton, John. "Writing an Executive Summary That Means Business." Harvard Management Communication Letter , 2003; Executive Summary. University Writing Center. Texas A&M University;  Green, Duncan. Writing an Executive Summary.   Oxfam’s Research Guidelines series ; Guidelines for Writing an Executive Summary. Astia.org; Markowitz, Eric. How to Write an Executive Summary. Inc. Magazine, September, 15, 2010; Kawaski, Guy. The Art of the Executive Summary. "How to Change the World" blog; Keller, Chuck. "Stay Healthy with a Winning Executive Summary." Technical Communication 41 (1994): 511-517; The Report Abstract and Executive Summary. The Writing Lab and The OWL. Purdue University; Writing Executive Summaries. Effective Writing Center. University of Maryland; Kolin, Philip. Successful Writing at Work . 10th edition. (Boston, MA: Cengage Learning, 2013), p. 435-437; Moral, Mary. "Writing Recommendations and Executive Summaries." Keeping Good Companies 64 (June 2012): 274-278; Todorovic, Zelimir William and Marietta Wolczacka Frye. “Writing Effective Executive Summaries: An Interdisciplinary Examination.” In United States Association for Small Business and Entrepreneurship. Conference Proceedings . (Decatur, IL: United States Association for Small Business and Entrepreneurship, 2009): pp. 662-691.

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The First Impression: Executive Summary In A Research Paper

Having trouble writing the executive summary for your research paper? Learn how to write it in a research paper with our step-by-step guide.

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Do you think a scholar has the time to read all the content of your research paper? They will have infinite papers to check, so they definitely won’t read it thoroughly, so how do they know if it is worth reading or not? Now, you must’ve seen short summaries in front of every research paper; ever wondered what that is? 

Well, that is your first impression of the article and as the saying goes, “first impression is always the best impression”, it is important to make sure that the summary is catchy and perfect to grab the scholar’s attention. 

Those types of summaries are known as Executive Summaries and in this article, we are going to learn in-depth about the executive summary in a research paper, along with tips and guidelines for writing them.

What Is An Executive Summary In A Research Paper?

In a research paper, the executive summary serves as a condensed version of the entire paper. It provides a snapshot of the key elements and findings of the research, allowing readers to quickly grasp the purpose, methodology, and main outcomes without having to read the entire document.

Why Do We Compose An Executive Summary?

We compose an executive summary for several important reasons:

1. Decision-Making Support

Executives, stakeholders, or decision-makers rely on executive summaries to make informed decisions. By presenting key information clearly and concisely, an executive summary helps decision-makers understand the essence of the document and evaluate its significance and potential impact.

2. Accessible To A Wide Audience

Executive summaries are shared with diverse audiences, including those without specialized knowledge. By distilling complex information, executive summaries make the content more accessible to a broader range of readers.

3. Overview Of Research Or Project

An executive summary offers a high-level overview of the research or project, outlining objectives, methodology, and main findings. It provides a snapshot of the work, allowing readers to quickly assess its relevance and determine if they need to explore the full document. Also Read: How to Write a Summary of an Article

The Executive Summary Length And Placement

The length and placement of an executive summary can vary depending on specific requirements and guidelines. However, there are some general considerations to keep in mind:

  • Length : Executive summaries are typically kept relatively short, ranging from a few paragraphs to a couple of pages. They aim to provide a concise overview of the main points and findings of the document.
  • Placement : In most cases, the executive summary is placed at the beginning of the document, before the main body or introduction. This allows readers to quickly access the key information without having to go through the entire document. However, in some cases, it may be placed at the end, serving as a summary or recap of the main points for those who have already read the document.

It’s important to note that the length and placement of the executive summary can be influenced by specific guidelines or requirements set by the organization or publication. 

Structure Of An Executive Summary For A Research Paper

The structure of an executive summary for a research paper can vary slightly depending on the specific requirements and nature of the research. However, a commonly used structure includes the following key elements:

Introduction

Provide a brief introduction that sets the context for the research. Clearly state the purpose, objectives, and significance of the study.

Research Methodology

Summarize the research methodology used in the study. Briefly explain the data collection methods, sample size, research design, and any statistical analyses employed. This helps establish the credibility and reliability of the research.

Key Findings

Present the most significant findings of the research. Summarize the main results, trends, or patterns that emerged from the data analysis. Focus on the key outcomes that directly address the research objectives.

Conclude the executive summary by summarizing the main points and emphasizing the overall significance of the research. Restate the main findings and their implications in a concise manner. Also read our content about Thesis Conclusion: Making Your Research Paper Outstanding .

Executive Summary For A Research Paper Formatting

When formatting an executive summary for a research paper, it’s important to follow the specific guidelines provided by the target journal or publication. General formatting considerations to keep in mind:

  • Title : Include a clear and descriptive title for the executive summary at the top of the page. It should reflect the content and focus of the research paper.
  • Length : The length of the executive summary can vary, but it is typically recommended to be concise, ranging from a few paragraphs to a maximum of one or two pages. Adhere to any specified word count or page limit guidelines.
  • Formatting Style: Follow the formatting style required by the target journal or publication. This may include font type, font size, line spacing, and margins. Typically, a professional and readable font such as Times New Roman or Arial with a standard font size of 12 points is used.
  • Structure and Subheadings: Use clear and informative subheadings to structure the content of the executive summary. This helps guide the reader through the main sections, such as Introduction, Methodology, Key Findings, Implications, Recommendations, and Conclusion .
  • Concise Writing: Write in a concise and focused manner, using clear and simple language. Avoid unnecessary technical jargon or complex explanations. Use bullet points or numbered lists to present key findings or recommendations, making them easy to read and comprehend.
  • Proofreading and Editing: Before finalizing the executive summary, carefully proofread and edit the content for clarity, coherence, and grammatical correctness. Ensure that the summary is free from errors and presents a professional image.

The Executive Summary Mistakes To Avoid

When crafting an executive summary, it’s important to be mindful of certain mistakes that can diminish its effectiveness. Here are common mistakes to avoid:

Lack Of Clarity

Ensure that the executive summary is clear and concise. Avoid using jargon, complex language, or technical terms that may confuse readers. Aim for straightforward and accessible language that can be understood by a diverse audience.

Excessive Length

Remember that an executive summary is meant to be a condensed version of the main document. Avoid making it too long or including unnecessary details. Keep it concise and focused on the most important information.

Lack of Context

Provide sufficient context to help readers understand the research and its significance. Avoid jumping straight into the findings without setting the stage. Briefly explain the background, objectives, and methodology to provide a clear context for the research.

Inconsistent Tone

Maintain a consistent and professional tone throughout the executive summary. Avoid using overly casual language or an inconsistent writing style that may undermine the credibility of the research.

Missing Contact Information

Include relevant contact information, such as names, email addresses, or phone numbers, so that readers can reach out for further inquiries or discussions. This ensures that interested parties can easily connect with the authors.

Executive Summary Writing Tips And Recommendations

When writing an executive summary, consider the following tips and recommendations to ensure its effectiveness:

  • Start Strong : Begin the executive summary with a compelling introduction that grabs the reader’s attention. Clearly state the purpose, importance, and relevance of the research to engage the audience from the start.
  • Be Succinct: Keep the executive summary concise and to the point. Focus on the most critical information and avoid unnecessary tangents or excessive details. Use clear and concise language to convey the key points effectively.
  • Structure with Headings: Organize the executive summary with headings and subheadings to create a logical flow of information. This helps readers navigate the content and locate specific sections quickly.
  • Maintain Consistency: Ensure that the executive summary aligns with the main document in terms of key points, language, and style. Avoid introducing new information or contradictory statements that may confuse the reader.
  • Use Visuals Sparingly: Incorporate visuals such as charts, graphs, or diagrams if they significantly enhance the understanding of the research. Ensure they are clear, well-labeled, and easy to interpret.
  • Seek Feedback: Consider sharing the executive summary with colleagues, mentors, or experts in the field for feedback and suggestions. Incorporate their insights to improve the clarity and effectiveness of the summary.

In conclusion, the executive summary plays a crucial role in research papers by providing a condensed yet comprehensive overview of the study’s main points and findings. It serves as a valuable tool for busy readers, decision-makers, and stakeholders who require a concise understanding of the research without delving into the full document.

Also Read: How to Write an Abstract for a Research Paper (Example and Tips)

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About Sowjanya Pedada

Sowjanya is a passionate writer and an avid reader. She holds MBA in Agribusiness Management and now is working as a content writer. She loves to play with words and hopes to make a difference in the world through her writings. Apart from writing, she is interested in reading fiction novels and doing craftwork. She also loves to travel and explore different cuisines and spend time with her family and friends.

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  • Five tips for developing useful literature summary tables for writing review articles
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  • http://orcid.org/0000-0003-0157-5319 Ahtisham Younas 1 , 2 ,
  • http://orcid.org/0000-0002-7839-8130 Parveen Ali 3 , 4
  • 1 Memorial University of Newfoundland , St John's , Newfoundland , Canada
  • 2 Swat College of Nursing , Pakistan
  • 3 School of Nursing and Midwifery , University of Sheffield , Sheffield , South Yorkshire , UK
  • 4 Sheffield University Interpersonal Violence Research Group , Sheffield University , Sheffield , UK
  • Correspondence to Ahtisham Younas, Memorial University of Newfoundland, St John's, NL A1C 5C4, Canada; ay6133{at}mun.ca

https://doi.org/10.1136/ebnurs-2021-103417

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Introduction

Literature reviews offer a critical synthesis of empirical and theoretical literature to assess the strength of evidence, develop guidelines for practice and policymaking, and identify areas for future research. 1 It is often essential and usually the first task in any research endeavour, particularly in masters or doctoral level education. For effective data extraction and rigorous synthesis in reviews, the use of literature summary tables is of utmost importance. A literature summary table provides a synopsis of an included article. It succinctly presents its purpose, methods, findings and other relevant information pertinent to the review. The aim of developing these literature summary tables is to provide the reader with the information at one glance. Since there are multiple types of reviews (eg, systematic, integrative, scoping, critical and mixed methods) with distinct purposes and techniques, 2 there could be various approaches for developing literature summary tables making it a complex task specialty for the novice researchers or reviewers. Here, we offer five tips for authors of the review articles, relevant to all types of reviews, for creating useful and relevant literature summary tables. We also provide examples from our published reviews to illustrate how useful literature summary tables can be developed and what sort of information should be provided.

Tip 1: provide detailed information about frameworks and methods

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Tabular literature summaries from a scoping review. Source: Rasheed et al . 3

The provision of information about conceptual and theoretical frameworks and methods is useful for several reasons. First, in quantitative (reviews synthesising the results of quantitative studies) and mixed reviews (reviews synthesising the results of both qualitative and quantitative studies to address a mixed review question), it allows the readers to assess the congruence of the core findings and methods with the adapted framework and tested assumptions. In qualitative reviews (reviews synthesising results of qualitative studies), this information is beneficial for readers to recognise the underlying philosophical and paradigmatic stance of the authors of the included articles. For example, imagine the authors of an article, included in a review, used phenomenological inquiry for their research. In that case, the review authors and the readers of the review need to know what kind of (transcendental or hermeneutic) philosophical stance guided the inquiry. Review authors should, therefore, include the philosophical stance in their literature summary for the particular article. Second, information about frameworks and methods enables review authors and readers to judge the quality of the research, which allows for discerning the strengths and limitations of the article. For example, if authors of an included article intended to develop a new scale and test its psychometric properties. To achieve this aim, they used a convenience sample of 150 participants and performed exploratory (EFA) and confirmatory factor analysis (CFA) on the same sample. Such an approach would indicate a flawed methodology because EFA and CFA should not be conducted on the same sample. The review authors must include this information in their summary table. Omitting this information from a summary could lead to the inclusion of a flawed article in the review, thereby jeopardising the review’s rigour.

Tip 2: include strengths and limitations for each article

Critical appraisal of individual articles included in a review is crucial for increasing the rigour of the review. Despite using various templates for critical appraisal, authors often do not provide detailed information about each reviewed article’s strengths and limitations. Merely noting the quality score based on standardised critical appraisal templates is not adequate because the readers should be able to identify the reasons for assigning a weak or moderate rating. Many recent critical appraisal checklists (eg, Mixed Methods Appraisal Tool) discourage review authors from assigning a quality score and recommend noting the main strengths and limitations of included studies. It is also vital that methodological and conceptual limitations and strengths of the articles included in the review are provided because not all review articles include empirical research papers. Rather some review synthesises the theoretical aspects of articles. Providing information about conceptual limitations is also important for readers to judge the quality of foundations of the research. For example, if you included a mixed-methods study in the review, reporting the methodological and conceptual limitations about ‘integration’ is critical for evaluating the study’s strength. Suppose the authors only collected qualitative and quantitative data and did not state the intent and timing of integration. In that case, the strength of the study is weak. Integration only occurred at the levels of data collection. However, integration may not have occurred at the analysis, interpretation and reporting levels.

Tip 3: write conceptual contribution of each reviewed article

While reading and evaluating review papers, we have observed that many review authors only provide core results of the article included in a review and do not explain the conceptual contribution offered by the included article. We refer to conceptual contribution as a description of how the article’s key results contribute towards the development of potential codes, themes or subthemes, or emerging patterns that are reported as the review findings. For example, the authors of a review article noted that one of the research articles included in their review demonstrated the usefulness of case studies and reflective logs as strategies for fostering compassion in nursing students. The conceptual contribution of this research article could be that experiential learning is one way to teach compassion to nursing students, as supported by case studies and reflective logs. This conceptual contribution of the article should be mentioned in the literature summary table. Delineating each reviewed article’s conceptual contribution is particularly beneficial in qualitative reviews, mixed-methods reviews, and critical reviews that often focus on developing models and describing or explaining various phenomena. Figure 2 offers an example of a literature summary table. 4

Tabular literature summaries from a critical review. Source: Younas and Maddigan. 4

Tip 4: compose potential themes from each article during summary writing

While developing literature summary tables, many authors use themes or subthemes reported in the given articles as the key results of their own review. Such an approach prevents the review authors from understanding the article’s conceptual contribution, developing rigorous synthesis and drawing reasonable interpretations of results from an individual article. Ultimately, it affects the generation of novel review findings. For example, one of the articles about women’s healthcare-seeking behaviours in developing countries reported a theme ‘social-cultural determinants of health as precursors of delays’. Instead of using this theme as one of the review findings, the reviewers should read and interpret beyond the given description in an article, compare and contrast themes, findings from one article with findings and themes from another article to find similarities and differences and to understand and explain bigger picture for their readers. Therefore, while developing literature summary tables, think twice before using the predeveloped themes. Including your themes in the summary tables (see figure 1 ) demonstrates to the readers that a robust method of data extraction and synthesis has been followed.

Tip 5: create your personalised template for literature summaries

Often templates are available for data extraction and development of literature summary tables. The available templates may be in the form of a table, chart or a structured framework that extracts some essential information about every article. The commonly used information may include authors, purpose, methods, key results and quality scores. While extracting all relevant information is important, such templates should be tailored to meet the needs of the individuals’ review. For example, for a review about the effectiveness of healthcare interventions, a literature summary table must include information about the intervention, its type, content timing, duration, setting, effectiveness, negative consequences, and receivers and implementers’ experiences of its usage. Similarly, literature summary tables for articles included in a meta-synthesis must include information about the participants’ characteristics, research context and conceptual contribution of each reviewed article so as to help the reader make an informed decision about the usefulness or lack of usefulness of the individual article in the review and the whole review.

In conclusion, narrative or systematic reviews are almost always conducted as a part of any educational project (thesis or dissertation) or academic or clinical research. Literature reviews are the foundation of research on a given topic. Robust and high-quality reviews play an instrumental role in guiding research, practice and policymaking. However, the quality of reviews is also contingent on rigorous data extraction and synthesis, which require developing literature summaries. We have outlined five tips that could enhance the quality of the data extraction and synthesis process by developing useful literature summaries.

  • Aromataris E ,
  • Rasheed SP ,

Twitter @Ahtisham04, @parveenazamali

Funding The authors have not declared a specific grant for this research from any funding agency in the public, commercial or not-for-profit sectors.

Competing interests None declared.

Patient consent for publication Not required.

Provenance and peer review Not commissioned; externally peer reviewed.

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This paper is in the following e-collection/theme issue:

Published on 16.4.2024 in Vol 26 (2024)

User-Centered Development of a Patient Decision Aid for Choice of Early Abortion Method: Multi-Cycle Mixed Methods Study

Authors of this article:

Author Orcid Image

Original Paper

  • Kate J Wahl 1 , MSc   ; 
  • Melissa Brooks 2 , MD   ; 
  • Logan Trenaman 3 , PhD   ; 
  • Kirsten Desjardins-Lorimer 4 , MD   ; 
  • Carolyn M Bell 4 , MD   ; 
  • Nazgul Chokmorova 4 , MD   ; 
  • Romy Segall 2 , BSc, MD   ; 
  • Janelle Syring 4 , MD   ; 
  • Aleyah Williams 1 , MPH   ; 
  • Linda C Li 5 , PhD   ; 
  • Wendy V Norman 4, 6 * , MD, MHSc   ; 
  • Sarah Munro 1, 3 * , PhD  

1 Department of Obstetrics and Gynecology, University of British Columbia, Vancouver, BC, Canada

2 Department of Obstetrics and Gynecology, Dalhousie University, Halifax, NS, Canada

3 Department of Health Systems and Population Health, School of Public Health, University of Washington, Seattle, WA, United States

4 Department of Family Practice, University of British Columbia, Vancouver, BC, Canada

5 Department of Physical Therapy, University of British Columbia, Vancouver, BC, Canada

6 Department of Public Health, Environments and Society, Faculty of Public Health and Policy, London School of Hygiene & Tropical Medicine, London, United Kingdom

*these authors contributed equally

Corresponding Author:

Kate J Wahl, MSc

Department of Obstetrics and Gynecology

University of British Columbia

4500 Oak Street

Vancouver, BC, V6H 3N1

Phone: 1 4165231923

Email: [email protected]

Background: People seeking abortion in early pregnancy have the choice between medication and procedural options for care. The choice is preference-sensitive—there is no clinically superior option and the choice depends on what matters most to the individual patient. Patient decision aids (PtDAs) are shared decision-making tools that support people in making informed, values-aligned health care choices.

Objective: We aimed to develop and evaluate the usability of a web-based PtDA for the Canadian context, where abortion care is publicly funded and available without legal restriction.

Methods: We used a systematic, user-centered design approach guided by principles of integrated knowledge translation. We first developed a prototype using available evidence for abortion seekers’ decisional needs and the risks, benefits, and consequences of each option. We then refined the prototype through think-aloud interviews with participants at risk of unintended pregnancy (“patient” participants). Interviews were audio-recorded and documented through field notes. Finally, we conducted a web-based survey of patients and health care professionals involved with abortion care, which included the System Usability Scale. We used content analysis to identify usability issues described in the field notes and open-ended survey questions, and descriptive statistics to summarize participant characteristics and close-ended survey responses.

Results: A total of 61 individuals participated in this study. Further, 11 patients participated in think-aloud interviews. Overall, the response to the PtDA was positive; however, the content analysis identified issues related to the design, language, and information about the process and experience of obtaining abortion care. In response, we adapted the PtDA into an interactive website and revised it to include consistent and plain language, additional information (eg, pain experience narratives), and links to additional resources on how to find an abortion health care professional. In total, 25 patients and 25 health care professionals completed the survey. The mean System Usability Scale score met the threshold for good usability among both patient and health care professional participants. Most participants felt that the PtDA was user-friendly (patients: n=25, 100%; health care professionals: n=22, 88%), was not missing information (patients: n=21, 84%; health care professionals: n=18, 72%), and that it was appropriate for patients to complete the PtDA before a consultation (patients: n=23, 92%; health care professionals: n=23, 92%). Open-ended responses focused on improving usability by reducing the length of the PtDA and making the website more mobile-friendly.

Conclusions: We systematically designed the PtDA to address an unmet need to support informed, values-aligned decision-making about the method of abortion. The design process responded to a need identified by potential users and addressed unique sensitivities related to reproductive health decision-making.

Introduction

In total, 1 in 3 pregnancy-capable people in Canada will have an abortion in their lifetimes, and most will seek care early in pregnancy [ 1 ]. Medication abortion (using the gold-standard mifepristone/misoprostol regimen) and procedural abortion are common, safe, and effective options for abortion care in the first trimester [ 2 , 3 ]. The choice between using medications and presenting to a facility for a procedure is a preference-sensitive decision; there is no clinically superior option and the choice depends on what matters most to the individual patient regarding the respective treatments and the features of those options [ 4 - 6 ].

The choice of method of abortion can involve a process of shared decision-making, in which the patient and health care professional share the best available evidence about options, and the patient is supported to consider those options and clarify an informed preference [ 7 ]. There are many types of interventions available to support shared decision-making, including interventions targeting health care professionals (eg, educational materials, meetings, outreach visits, audit and feedback, and reminders) and patients (eg, patient decision aids [PtDA], appointment preparation packages, empowerment sessions, printed materials, and shared decision-making education) [ 8 ]. Of these interventions, PtDAs are well-suited to address challenges to shared decision-making about the method of abortion, including limited patient knowledge, public misinformation about options, poor access to health care professionals with sufficient expertise, and apprehension about abortion counseling [ 9 ].

PtDAs are widely used interventions that support people in making informed, deliberate health care choices by explicitly describing the health problem and decision, providing information about each option, and clarifying patient values [ 10 ]. The results of the 2023 Cochrane systematic review of 209 randomized controlled trials indicate that, compared to usual care (eg, information pamphlets or webpages), the use of PtDAs results in increases in patient knowledge, expectations of benefits and harms, clarity about what matters most to them, and participation in making a decision [ 11 ]. Of the studies included in the systematic review, 1 tested the effect of a PtDA leaflet for method of abortion and found that patients eligible for both medication and procedural abortion who received the PtDA were more knowledgeable, and had lower risk perceptions and decisional conflict than those who were in the control group [ 12 ]. However, that PtDA was developed 20 years ago in the UK health system and was not publicly available. A recent environmental scan of PtDAs for a method of abortion found that other available options meet few of the criteria set by the International Patient Decision Aid Standards (IPDAS) collaboration and do not include language and content optimized for end users [ 9 , 13 ].

Consequently, no PtDAs for method of abortion were available in Canada at the time of this study. This was a critical gap for both patients and health care professionals as, in 2017, mifepristone/misoprostol medication abortion came to the market, offering a new method of choice for people seeking abortion in the first trimester [ 14 ]. Unlike most jurisdictions, in Canada medication abortion is typically prescribed in primary care and dispensed in community pharmacies. Offering a PtDA in preparation for a brief primary care consultation allows the person seeking abortion more time to digest new information, consider their preferences, be ready to discuss their options, and make a quality decision.

In this context, we identified a need for a high-quality and publicly available PtDA to support people in making an informed choice about the method of abortion that reflects what is most important to them. Concurrently, our team was working in collaboration with knowledge users (health care professionals, patients, and health system decision makers) who were part of a larger project to investigate the implementation of mifepristone in Canada [ 15 , 16 ]. We, therefore, aimed to develop and evaluate the usability of a web-based PtDA for the Canadian context, where abortion care is publicly funded and available without legal restriction.

Study Design

We performed a mixed methods user-centered development and evaluation study informed by principles of integrated knowledge translation. Integrated knowledge translation is an approach to collaborative research in which researchers and knowledge users work together to identify a problem, conduct research as equal partners to address that problem, and coproduce research products that aim to impact health service delivery [ 17 ]. We selected this approach to increase the likelihood that our end PtDAs would be relevant, useable, and used for patients and health care professionals in Canada [ 17 ]. The need for a PtDA was identified through engagement with health care professionals. In 2017, they highlighted the need for patients to be supported in choosing between procedural care—which historically represented more than 90% of abortions in Canada [ 18 ]—and the newly available medication option [ 19 , 20 ]. This need was reaffirmed in 2022 by the Canadian federal health agency, Health Canada, which circulated a request for proposals to generate “evidence-based, culturally-relevant information aimed at supporting people in their reproductive decision-making and in accessing abortion services as needed” [ 21 ].

We operationalized integrated knowledge translation principles in a user-centered design process. User-centered design “grounds the characteristics of an innovation in information about the individuals who use that innovation, with a goal of maximizing ‘usability in context’” [ 22 ]. In PtDA development, user-centered design involves iteratively understanding users, developing and refining a prototype, and observing user interaction with the prototype [ 23 , 24 ]. Like integrated knowledge translation, this approach is predicated on the assumption that involving users throughout the process increases the relevance of the PtDA and the likelihood of successful implementation [ 24 ].

Our design process included the following steps ( Figure 1 ): identification of evidence about abortion patients’ decisional needs and the attributes of medication and procedural abortion that matter most from a patient perspective; development of a paper-based prototype; usability testing via think-aloud interviews with potential end users; refinement of the PtDA prototype into an interactive website; usability testing via a survey with potential end users and abortion health care professionals; and final revisions before launching the PtDA for real-world testing. Our systematic process was informed by user-centered methods for PtDA development [ 23 , 24 ], guidance from the IPDAS collaboration [ 25 - 27 ], and the Standards for Universal Reporting of Patient Decision Aid Evaluation checklist [ 10 ].

content of summary in research paper

Our multidisciplinary team included experts in shared decision-making (SM and LT), a PhD student in patient-oriented knowledge translation (KJW), experts in integrated knowledge translation with health care professionals and policy makers (WVN and SM), clinical experts in abortion counseling and care (WVN and MB), a medical undergraduate student (RS), a research project coordinator (AW), and family medicine residents (KD-L, CMB, NC, and JS) who had an interest in abortion care. Additionally, a panel of experts external to the development process reviewed the PtDA for clinical accuracy following each revision of the prototype. These experts included coauthors of the national Society for Obstetricians and Gynaecologists of Canada (SOGC) clinical practice guidelines for abortion care in Canada. They were invited to this project because of their knowledge of first-trimester abortion care as well as their ability to support the implementation of the PtDA in guidelines and routine clinical practice.

Ethical Considerations

The research was approved by the University of British Columbia Children’s and Women’s Research Ethics Board (H16-01006) and the Nova Scotia Health Research Ethics Board (1027637). In each round of testing, participants received a CAD $20 (US $14.75) Amazon gift card by email for their participation.

Preliminary Work: Identification of Evidence

We identified the decisional needs of people seeking early abortion care using a 2018 systematic review of reasons for choosing an abortion method [ 28 ], an additional search that identified 1 study conducted in Canada following the 2017 availability of mifepristone/misoprostol medication abortion [ 29 ], and the SOGC clinical practice guidelines [ 2 , 3 ]. The review identified several key factors that matter most for patient choice of early abortion method: perceived simplicity and “naturalness,” fear of complication or bleeding , fear of anesthesia or surgery , timing of the procedure , and chance of sedation . The additional Canadian study found that the time required to complete the abortion and side effects were important factors. According to the SOGC clinical practice guidelines, the key information that should be communicated to the patient are gestational age limits and the risk of complications with increasing gestational age [ 2 , 3 ]. The guidelines also indicate that wait times , travel times , and cost considerations may be important in a person’s choice of abortion method and should be addressed [ 2 , 3 ].

We compiled a long list of attributes for our expert panel and then consolidated and refined the attribute list through each stage of the prototype evaluation. For evidence of how these factors differed for medication and procedural abortion, we drew primarily from the SOGC clinical practice guidelines for abortion [ 2 , 3 ]. For cost considerations, we described the range of federal, provincial, and population-specific programs that provide free coverage of abortion care for people in Canada.

Step 1: Developing the Prototype

Our goal was to produce an interactive, web-based PtDA that would be widely accessible to people seeking an abortion in Canada by leveraging the widespread use of digital health information, especially among reproductive-aged people [ 30 ]. Our first prototype was based on a previously identified paper-based question-and-answer comparison grid that presented evidence-based information about the medication and procedural options [ 9 , 31 ]. We calculated readability by inputting the plain text of the paper-based prototype into a Simple Measure of Gobbledygook (SMOG) Index calculator [ 32 ].

We made 2 intentional deviations from common practices in PtDA development [ 33 ]. First, we did not include an “opt-out” or “do nothing” option, which would describe the natural course of pregnancy. We chose to exclude this option to ensure clarity for users regarding the decision point; specifically, our decision point of interest was the method of abortion, not the choice to terminate or continue a pregnancy. Second, we characterized attributes of the options as key points rather than positive and negative features to avoid imposing value judgments onto subjective features (eg, having the abortion take place at home may be beneficial for some people but may be a deterrent for others).

Step 2: Usability Testing of the Prototype

We first conducted usability testing involving think-aloud interviews with patient participants to assess the paper-based prototype. Inclusion criteria included people aged 18-49 years assigned-female-at-birth who resided in Canada and could speak and read English. In January 2020, we recruited participants for the first round of think-aloud interviews [ 34 ] via email and poster advertising circulated to (1) a network of parent research advisors who were convened to guide a broader program of research about pregnancy and childbirth in British Columbia, Canada, and (2) a clinic providing surgical abortion care in Nova Scotia, Canada, as well as snowball sampling with participants. We purposively sought to advertise this study with these populations to ensure variation in age, ethnicity, level of education, parity, and abortion experience. Interested individuals reviewed this study information form and provided consent to participate, before scheduling an interview. The interviewer asked participants to think aloud as they navigated the prototype, for example describing what they liked or disliked, missing information, or lack of clarity. The interviewer noted the participant’s feedback on a copy of the prototype during the interview. Finally, the participant responded to questions adapted from the System Usability Scale [ 35 ], a measure designed to collect subjective ratings of a product’s usability, and completed a brief demographic questionnaire. The interviews were conducted via videoconferencing and were audio recorded. We deidentified the qualitative data and assigned each participant a unique identifier. Then, the interviewer listened to the recording and revised their field notes with additional information including relevant quotes.

For the analysis of think-aloud interviews, we used inductive content analysis to describe the usability and acceptability of different elements of the PtDA [ 36 ]. Further, 3 family medicine residents (KD-L, CMB, and NC) under guidance from a senior coauthor (SM) completed open coding to develop a list of initial categories, which we grouped under higher-order headings. We then organized these results in a table to illustrate usability issues (categories), illustrative participant quotes, and modifications to make. We then used the results of interviews to adapt the prototype into a web-based format, which we tested via further think-aloud interviews and a survey with people capable of becoming pregnant and health care professionals involved with abortion care.

Step 3: Usability Testing of the Website

For the web-based format, we used DecideApp PtDA open-source software, which provides a sustainable solution to the problems of low quality and high maintenance costs faced by web-based PtDAs by allowing developers to host, maintain, and update their tools at no cost. This software has been user-tested and can be accessed by phone, tablet, or computer [ 37 , 38 ]. It organizes a PtDA into 6 sections: Introduction, About Me, My Values, My Choice, Review, and Next Steps. In the My Values section, an interactive values clarification exercise allows users to rank and make trade-offs between attributes of the options. The final pages provide an opportunity for users to make a choice, complete a knowledge self-assessment, and consider the next steps to access their chosen method.

From July to August 2020, we recruited patient and health care professional participants using Twitter and the email list of the Canadian Abortion Providers Support platform, respectively. Participants received an email with a link to the PtDA and were redirected to the survey once they had navigated through the PtDA. As above, inclusion criteria included people aged 18-49 years assigned as female-at-birth who resided in Canada. Among health care professionals, we included eligible prescribers who may not have previously engaged in abortion care (family physicians, residents, nurse practitioners, and midwives), and allied health professionals and stakeholders who provide or support abortion care, who practiced in Canada. All participants had to speak and read English.

The survey included 3 sections: usability, implementation, and participant characteristics. The usability section consisted of the System Usability Scale [ 35 ], and purpose-built questions about what participants liked and disliked about the PtDA. The implementation section included open- and close-ended questions about how the PtDA compares to other resources and when it could be implemented in the care pathway. Patient participants also completed the Control Preference Scale, a validated measure used to determine their preferred role in decision-making (active, collaborative, or passive) [ 39 ]. Data on participant characteristics included gender, abortion experience (patient participants), and abortion practice (health care professional participants). We deidentified the qualitative data and assigned each participant a unique identifier. For the analysis of survey data, we characterized close-ended responses using descriptive statistics, and, following the analysis procedures described in Step 2 in the Methods section, used inductive content analysis of open-ended responses to generate categories associated with usability and implementation [ 36 ]. In 2021, we made minor revisions to the website based on the results of usability testing and published the PtDA for use in routine clinical care.

In the following sections, we outline the results of the development process including the results of the think-aloud interviews and survey, as well as the final decision aid prototype.

Our initial prototype, a paper-based question-and-answer comparison grid, presented evidence-based information comparing medication and procedural abortion. The first version of the prototype also included a second medication abortion regimen involving off-label use of methotrexate, however, we removed this option following a review by the clinical expert panel who advised us that there is very infrequent use of this regimen in Canada in comparison to the gold standard medication abortion option, mifepristone. Other changes at this stage involved clarifying the scope of practice (health care professionals other than gynecologists can perform a procedural abortion), abortion practice (gestational age limit and how the medication is taken), the abortion experience (what to expect in terms of bleeding), and risk (removing information about second- and third-trimester abortion). The updated prototype was finalized by a scientist (SM) and trainee (KJW) with expertise in PtDA development. The prototype (see Multimedia Appendix 1 ) was ultimately 4 pages long and described 18 attributes of each option framed as Frequently Asked Questions, including abortion eligibility (How far along in pregnancy can I be?), duration (How long does it take?), and side effects (How much will I bleed?). The SMOG grade level was 8.4.

Participant Characteristics

We included 11 participants in think-aloud interviews between January and July 2020, including 7 recruited through a parent research advisory network and 4 individuals who had recently attended an abortion clinic. The mean interview duration was 36 minutes (SD 6 minutes). The participants ranged in age from 31 to 37 years. All had been pregnant and 8 out of 11 (73%) participants had a personal experience of abortion (4 participants who had recently attended an abortion clinic and 4 participants from the parent research advisory who disclosed their experience during the interview). The characteristics of the sample are reported in Table 1 .

Overall, participants had a positive view of the paper-based, comparison grid PtDA. In total, 1 participant who had recently sought an abortion said, “I think this is great and super helpful. It would’ve been awesome to have had access to this right away … I don’t think there’s really anything missing from here that I was Googling about” (DA010). The only participant who expressed antichoice views indicated that the PtDA would be helpful to someone seeking to terminate a pregnancy (DA001). Another participant said, “[The PtDA] is not biased, it’s not like you’re going to die. It’s a fact, you know the facts and then you decide whether you want it or not. A lot of people feel it’s so shameful and judgmental, but this is very straightforward. I like it.” (DA002). Several participants stated they felt more informed and knowledgeable about the options.

In response to questions adapted from the System Usability Scale, all 11 participants agreed that the PtDA was easy to use, that most people could learn to use it quickly, and that they felt very confident using the prototype, and disagreed that it was awkward to use. In total, 8 (73%) participants agreed with the statement that the components of the PtDA were well-integrated. A majority of participants disagreed with the statements that the website was unnecessarily complex (n=8, 73%), that they would need the support of an expert to use it (n=8, 73%), that it was too inconsistent (n=9, 82%), and that they would need to learn a lot before using it (n=8, 73%). Further, 2 (18%) participants agreed with the statements that the PtDA was unnecessarily complex and that they would need to learn a lot before using it. Furthermore, 1 (9%) participant agreed with the statement that the PtDA was too inconsistent.

Through inductive analysis of think-aloud interviews, we identified 4 key usability categories: design, language, process, and experience.

Participants liked the side-by-side comparison layout, appreciated the summary of key points to remember, and said that overall, the presented information was clear. For example, 1 participant reflected, “I think it’s very clear ... it’s very simplistic, people will understand the left-hand column is for medical abortion and the right-hand column is for surgical.” (DA005) Some participants raised concerns about the aesthetics of the PtDA, difficulties recalling the headers across multiple pages, and the overall length of the PtDA.

Participants sought to clarify language at several points in the PtDA. Common feedback was that the gestational age limit for the medication and the procedure should be clarified. Participants also pointed out inconsistent use of language (eg, doctor and health care professional) and medical jargon.

Several participants were surprised to learn that family doctors could provide abortion care. Others noted that information about the duration—including travel time—and number of appointments for both medication and procedural abortion could be improved. In addition to clarifying the abortion process, several participants suggested including additional information and resources to help identify an abortion health care professional, understand when to seek help for abortion-related complications, and access emotional support. It was also important to participants that financial impacts (eg, hospital parking and menstrual pads) were included for each option.

Participants provided insight into the description of the physical, psychological, and other consequences associated with the abortion medication and procedure. Participants who had both types of abortion care felt that the description of pain that “may be worse than a period” was inaccurate. Other participants indicated that information about perceived and real risks was distressing or felt out of place, such as correcting myths about future fertility or breast cancer. Some participants indicated that patient stories would be valuable saying, for example, “I think what might be nice to help with the decision-making process is reading stories of people’s experiences” (DA006).

Modifications Made

Changes made based on these findings are described in Table 2 . Key user-centered modifications included transitioning to a web-based format with a consistent color scheme, clarifying who the PtDA is for (for typical pregnancies up to 10 weeks), adding information about telemedicine to reflect guidelines for the provision of abortion during pandemics, and developing brief first-person qualitative descriptions of the pain intensity for each option.

Through analysis of the interviews and consultation with our panel of clinical experts, we also identified that, among the 18 initial attributes in our prototype, 7 had the most relative importance to patients in choosing between medication and procedural abortion. These attributes also represented important differences between each option which forced participants to consider the trade-offs they were willing to make. Thus we moved all other potential attributes into an information section (My Options) that supported the user to gain knowledge before clarifying what mattered most to them by considering the differences between options (My Values).

a PtDA: patient decision aid.

b SOGC: Society of Obstetricians and Gynaecologists of Canada.

Description of the PtDA

As shown in Figure 2 , the revised version of the PtDA resulting from our systematic process is an interactive website. Initially, the title was My Body, My Choice ; however, this was changed to avoid association with antivaccine campaigns that co-opted this reproductive rights slogan. The new title, It’s My Choice or C’est Mon Choix , was selected for its easy use in English and French. The PtDA leads the user through 6 sections:

  • The Introduction section provides the user with information about the decision and the PtDA, as well as grids comparing positive and negative features of the abortion pill and procedure, including their chance of benefits (eg, effectiveness), harms (eg, complications), and other relevant factors (eg, number of appointments and cost).
  • The About Me section asks the user to identify any contraindications to the methods. It then prompts users to consider their privacy needs and gives examples of how this relates to each option (eg, the abortion pill can be explained to others as a miscarriage; procedural care can be completed quickly).
  • The My Values section includes a values clarification exercise, in which the user selects and weights (on a 0-100 scale) the relative importance of at least three of 7 decisional attributes: avoiding pain, avoiding bleeding, having the abortion at home, having an experience that feels like a miscarriage, having fewer appointments, less time off for recovery, and having a companion during the abortion.
  • The My Choice section highlights 1 option, based on the attribute weights the user assigned in the My Values section. For instance, if a user strongly preferred to avoid bleeding and have fewer appointments, the software would suggest that a procedural abortion would be a better match. For a user who preferred having the abortion at home and having a companion present, the software would suggest that a medication abortion would be a better match. The user selects the option they prefer.
  • The Review section asks the user to complete the 4-item SURE (Sure of Myself, Understand Information, Risk-Benefit Ratio, Encouragement) screening test [ 41 ], and advises them to talk with an expert if they answer “no” to any of the questions. This section also includes information phone lines to ensure that users can seek confidential, accurate, and nonjudgmental support.
  • Lastly, in the Next Steps section, users see a summary of their choice and the features that matter most to them, instructions for how to save the results, keep the results private, and find an abortion health care professional. Each section of the PtDA includes a “Leave” button in case users need to navigate away from the website quickly.

We calculated readability by inputting the plain text of the web-based PtDA into a SMOG Index calculator [ 32 ], which assessed the reading level of the web-based PtDA as grade 9.2.

To ensure users’ trust in the information as accurate and unbiased we provided a data declaration on the landing page: “the clinical information presented in this decision aid comes from Society of Obstetricians and Gynaecologists best practice guidelines.” On the landing page, we also specify “This website was developed by researchers at the University of British Columbia and Dalhousie University. This tool is not supported or connected to any pharmaceutical company.”

content of summary in research paper

A total of 50 participants, including 25 patients and 25 health care professionals, reviewed the PtDA website and completed the survey between January and March 2021. The majority of patient (n=23, 92%) and health care professional (n=23, 92%) participants identified as cisgender women. Among patient participants, 16% (n=4) reported one or more previous abortions in various clinical settings. More than half (n=16, 64%) of health care professionals offered care in private medical offices, with other locations including sexual health clinics, community health centers, and youth clinics. Many health care professionals were family physicians (n=11, 44%), and other common types were nurse practitioners (n=7, 28%) and midwives (n=3, 12%). The mean proportion of the clinical practice of each health care professional devoted to abortion care was 18% (SD 13%). Most health care professional respondents (n=18, 72%) were involved with the provision of medication, but not procedural, abortion care. The characteristics of patient and health care professional participants are reported in Table 3 .

a In total, 4 participants reported a history of abortion care, representing 6 abortion procedures.

b Not available.

The mean System Usability Score met the threshold for good usability among both patient (mean 85.7, SD 8.6) and health care professional (mean 80, SD 12) participants, although some health care professionals agreed with the statement, “I found the website to be unnecessarily complex,” (see Multimedia Appendix 3 for the full distribution of responses from patient and health care professionals). All 25 patients and 22 out of 25 (88%) health care professional respondents indicated that the user-friendliness of the PtDA was good or the best imaginable. When asked what they liked most about the PtDA, both participant groups described the ease of use, comparison of options, and the explicit values clarification exercise. When asked what they liked least about the PtDA, several health care professionals and some patients pointed out that it was difficult to use on a cell phone. A summary of usability results is presented in Table 4 .

In total, 21 (84%) patients and 18 (72%) health care professionals felt that the PtDA was not missing any information needed to decide about the method of abortion in early pregnancy. While acknowledging that it is “hard to balance being easy to read/understand while including enough accurate clinical information,” several health care professionals and some patients indicated that the PtDA was too long and repetitive. Among the 4 (16%) patient participants who felt information was missing, the most common suggestion was a tool for locating an abortion health care professional. The 7 (28%) health care professionals who felt information was missing primarily made suggestions about the medical information included in the PtDA (eg, listing midwives as health care professionals with abortion care in scope of practice and the appropriateness of gender-inclusive terminology) and the accessibility of information for various language and cultural groups.

a Not available.

Implementation

Participants viewed the PtDA as a positive addition to current resources. Patients with a history of abortion care described looking for the information on the internet and speaking with friends, family members, and health care professionals. Compared with these sources of information, many patients liked the credibility and anonymity of the PtDA, whereas some disliked that it was less personal than a conversation. Further, 18 (72%) health care professional participants said that the PtDA would add to or replace the resources they currently use in practice. Compared with these other resources, health care professionals liked that the PtDA could be explored by patients independently and that it would support them in thinking about the option that was best for them. The disadvantages of the PtDA compared with existing resources were the length—which health care professionals felt would make it difficult to use in a clinical interaction—and the lack of localized information. In total, 23 each (92%) of patient and health care professional participants felt that they would use the PtDA before a consultation.

Principal Results

We designed a web-based, interactive PtDA for the choice of method of abortion in early pregnancy [ 42 ], taking a user-centered approach that involved usability testing with 36 patients and 25 health care professionals. Both patient and health care professional participants indicated that the PtDA had good usability and would be a valuable resource for decision-making. This PtDA fills a critical need to support the autonomy of patients and shared decision-making with their health care professional related to the preference-sensitive choice of method of abortion.

Comparison With Prior Work

A 2017 systematic review and environmental scan found that existing PtDAs for the method of abortion are of suboptimal quality [ 9 ]. Of the 50 PtDAs identified, all but one were created without expertise in decision aid design (eg, abortion services, reproductive health organizations, and consumer health information organizations); however, the development process for this UK-based pamphlet-style PtDA was not reported. The remaining PtDAs were noninteractive websites, smartphone apps, and PDFs that were not tested with users. The authors found that the information about methods of abortion was presented in a disorganized, inconsistent, and unequal way. Subsequent work has found that existing PtDAs emphasize medical (versus social, emotional, and practical) attributes, do not include values clarification, and can be biased to persuade users of a certain method [ 13 ].

To address some of the challenges identified in the literature, we systematically structured and designed elements of the PtDA following newly proposed IPDAS criteria (eg, showing positive and negative features with equal detail) [ 33 ]. We included an explicit values-clarification exercise, which a recent meta-analysis found to decrease decisional conflict and values-incongruent choices [ 43 ].

We based the decision aid on comprehensive and up-to-date scientific evidence related to the effectiveness and safety of medication abortion and procedural abortion; however, less evidence was available for nonmedical attributes. For example, many existing PtDAs incorrectly frame privacy as a “factual advantage” of medication abortion [ 13 ]. To address this, we included privacy in the About Me section as something that means “different things to different people.” Similarly, evidence suggests that patients who do not feel appropriately informed about the pain associated with their method of abortion are less satisfied with their choice [ 44 , 45 ]; and the degree of pain experienced varies across options and among individuals. Following the suggestion of patient participants to include stories and recognizing that evidence for the inclusion of narratives in PtDAs is emerging [ 46 ], we elected to develop brief first-person qualitative descriptions of the pain experience. The inclusion of narratives in PtDAs may be effective in supporting patients to avoid surprise and regret, to minimize affective forecasting errors, and to “visualize” their health condition or treatment experience [ 46 ]. Guided by the narrative immersion model, our goal was to provide a “real-world preview” of the pain experience [ 47 ].

In addition to integrating user perspectives on the optimal tone, content, and format of the PtDA, user testing provided evidence to inform the future implementation of the PtDA. A clear barrier to the completion of the PtDA during the clinical encounter from the health care professional perspective was its length, supporting the finding of a recent rapid realist review, which theorized that health care professionals are less likely to use long or otherwise complex PtDAs that are difficult to integrate into routine practice [ 48 ]. However, 46 out of 50 (92%) participants endorsed the use of the PtDA by the patient alone before the initial consultation, which was aligned with the patient participant’s preference to take an active role in making the final decision about their method of abortion as well as the best practice of early, pre-encounter distribution of PtDAs [ 48 ].

A unique feature of this PtDA was that it resulted from a broader program of integrated knowledge translation designed to support access to medication abortion once mifepristone became available in Canada in 2017. Guided by the principle that including knowledge users in research yields results that are more relevant and useful [ 49 ], we developed the PtDA in response to a knowledge user need, involved health care professional users as partners in our research process, including as coauthors, and integrated feedback from the expert panel. This parallels a theory of PtDA implementation that proposes that early involvement of health care professionals in PtDA development “creates a sense of ownership, increases buy-in, helps to legitimize content, and ensures the PtDA (content and delivery) is consistent with current practice” thereby increasing the likelihood of PtDA integration into routine clinical settings [ 48 ].

Viewed through an integrated knowledge translation lens, our findings point toward future areas of work to support access to abortion in Canada. Several patient participants indicated a need for tools to identify health care professionals who offer abortion care. Some shared that their primary health care professionals did not offer medication abortion despite it being within their scope of practice, and instead referred them to an abortion clinic for methods of counseling and care. We addressed this challenge in the PtDA by including links to available resources, such as confidential phone lines that link patients to health care professionals in their region. On the website we also indicated that patient users could ask their primary care providers whether they provide abortion care; however, we acknowledge that this may place the patient in a vulnerable position if their health care professional is uncomfortable with, or unable to, provide this service for any reason. Future work should investigate opportunities to shorten the pathway to this time-sensitive care, including how to support patients who use the decision aid to act on their informed preference for the method of abortion. This work may involve developing a tool for patients to talk to their primary care provider about prescribing medication abortion.

Strengths and Limitations

Several factors affect the interpretation of our work. Although potential patient users participated in the iterative development process, the patient perspective was not represented in a formal advisory panel in the same way that the health care professional experts were. Participant characteristics collected for the think-aloud interviews demonstrated that our patient sample did not include people with lower education attainment, for whom the grade level and length of the PtDA could present a barrier [ 50 ]. Any transfer of the PtDA to jurisdictions outside Canada must consider how legal, regulatory, and other contextual factors affect the choice of the method of abortion. Since this study was completed, we have explored additional strategies to address these concerns, including additional user testing with people from equity-deserving groups, drop-down menus to adjust the level of detail, further plain language editing, and videos illustrating core content. Since the focus of this study was usability, we did not assess PtDA effectiveness, including impact on knowledge, decisional conflict, choice predisposition and decision, or concordance; however, a randomized controlled trial currently underway will measure the impact of the PtDA on these outcomes in a clinical setting. Finally, our integrated knowledge translation approach added to the robustness of our study by ensuring that health care professionals and patients were equal partners in the research process. One impact of this partnered approach is that our team has received funding support from Health Canada to implement the website on a national scale for people across Canada considering their abortion options [ 51 ].

Conclusions

The PtDA provides people choosing a method of early abortion and their health care professionals with a resource to understand methods of abortion available in the Canadian context and support to make a values-aligned choice. We designed the PtDA using a systematic approach that included both patient and health care professional participants to help ensure its relevance and usability. Our future work will seek to evaluate the implementation of the PtDA in clinical settings, create alternate formats to enhance accessibility, and develop a sustainable update policy. We will also continue to advance access to abortion care in Canada with our broader integrated knowledge translation program of research.

Acknowledgments

The authors thank the participants for contributing their time and expertise to the design of this tool. Family medicine residents CMB, NC, KD-L, and JS were supported by Sue Harris grants, Department of Family Practice, University of British Columbia. KJW was supported by the Vanier Scholar Award (2020-23). SM was supported by a Michael Smith Health Research BC Scholar Award (18270). WVN was supported by a Canadian Institutes of Health Research and Public Health Agency of Canada Chair in Applied Public Health Research (2014-2024, CPP-329455-107837). All grants underwent external peer review for scientific quality. The funders played no role in the design of this study, data collection, analysis, interpretation, or preparation of this paper.

Data Availability

Our ethics approval has specified the primary data is not available.

Authors' Contributions

KJW, SM, and MB conceived of and designed this study. CMB, NC, and KD-L led interview data collection, analysis, and interpretation with input from SM. RS and JS led survey data collection, analysis, and interpretation with input from SM and MB. AW, LCL, and WVN contributed to the synthesis and interpretation of results. KJW, SM, and LT wrote the first draft of this paper, and all authors contributed to this paper’s revisions and approved the final version.

Conflicts of Interest

None declared.

Patient decision aid prototype.

Raw data for pain narratives.

Full distribution of System Usability Scale scores for patients and providers.

  • Norman WV. Induced abortion in Canada 1974-2005: trends over the first generation with legal access. Contraception. 2012;85(2):185-191. [ CrossRef ] [ Medline ]
  • Costescu D, Guilbert E, Bernardin J, Black A, Dunn S, Fitzsimmons B, et al. Medical abortion. J Obstet Gynaecol Can. 2016;38(4):366-389. [ CrossRef ] [ Medline ]
  • Costescu D, Guilbert É. No. 360-induced abortion: surgical abortion and second trimester medical methods. J Obstet Gynaecol Can. 2018;40(6):750-783. [ CrossRef ] [ Medline ]
  • Wennberg JE. Unwarranted variations in healthcare delivery: implications for academic medical centres. BMJ. 2002;325(7370):961-964. [ FREE Full text ] [ CrossRef ] [ Medline ]
  • Elwyn G, Frosch D, Rollnick S. Dual equipoise shared decision making: definitions for decision and behaviour support interventions. Implement Sci. 2009;4:75. [ FREE Full text ] [ CrossRef ] [ Medline ]
  • Sepucha KR, Mulley AG. A practical approach to measuring the quality of preference-sensitive decisions. In: Edwards A, Elwyn G, editors. Shared Decision-Making in Health Care: Achieving Evidence-based Patient Choice. Oxford. Oxford University Press; 2009;151-156.
  • Elwyn G, Laitner S, Coulter A, Walker E, Watson P, Thomson R. Implementing shared decision making in the NHS. BMJ. 2010;341:c5146. [ FREE Full text ] [ CrossRef ] [ Medline ]
  • Légaré F, Adekpedjou R, Stacey D, Turcotte S, Kryworuchko J, Graham ID, et al. Interventions for increasing the use of shared decision making by healthcare professionals. Cochrane Database Syst Rev. 2018;7(7):CD006732. [ FREE Full text ] [ CrossRef ] [ Medline ]
  • Donnelly KZ, Elwyn G, Thompson R. Quantity over quality-findings from a systematic review and environmental scan of patient decision aids on early abortion methods. Health Expect. 2018;21(1):316-326. [ FREE Full text ] [ CrossRef ] [ Medline ]
  • Sepucha KR, Abhyankar P, Hoffman AS, Bekker HL, LeBlanc A, Levin CA, et al. Standards for Universal Reporting of Patient Decision Aid Evaluation studies: the development of SUNDAE checklist. BMJ Qual Saf. 2018;27(5):380-388. [ FREE Full text ] [ CrossRef ] [ Medline ]
  • Stacey D, Lewis KB, Smith M, Carley M, Volk R, Douglas EE, et al. Decision aids for people facing health treatment or screening decisions. Cochrane Database Syst Rev. 2024;1(1):CD001431. [ CrossRef ] [ Medline ]
  • Wong SSM, Thornton JG, Gbolade B, Bekker HL. A randomised controlled trial of a decision-aid leaflet to facilitate women's choice between pregnancy termination methods. BJOG. 2006;113(6):688-694. [ CrossRef ] [ Medline ]
  • Donnelly KZ, Elwyn G, Theiler R, Thompson R. Promoting or undermining quality decision making? A qualitative content analysis of patient decision aids comparing surgical and medication abortion. Womens Health Issues. 2019;29(5):414-423. [ CrossRef ] [ Medline ]
  • Grant K. Long-awaited abortion pill Mifegymiso makes Canadian debut. The Globe and Mail. 2017. URL: https:/​/www.​theglobeandmail.com/​news/​national/​long-awaited-abortion-pill-mifegymiso-rolls-out-in-canada/​article33695167/​?ref=http:/​/www.​theglobeandmail.​com& [accessed 2023-04-03]
  • Norman WV, Munro S, Brooks M, Devane C, Guilbert E, Renner R, et al. Could implementation of mifepristone address Canada's urban-rural abortion access disparity: a mixed-methods implementation study protocol. BMJ Open. 2019;9(4):e028443. [ FREE Full text ] [ CrossRef ] [ Medline ]
  • Munro SB, Dunn S, Guilbert ER, Norman WV. Advancing reproductive health through policy-engaged research in abortion care. Semin Reprod Med. 2022;40(5-06):268-276. [ CrossRef ] [ Medline ]
  • Dunn SI, Bhati DK, Reszel J, Kothari A, McCutcheon C, Graham ID. Understanding how and under what circumstances integrated knowledge translation works for people engaged in collaborative research: metasynthesis of IKTRN casebooks. JBI Evid Implement. 2023;21(3):277-293. [ FREE Full text ] [ CrossRef ] [ Medline ]
  • Norman WV, Guilbert ER, Okpaleke C, Hayden AS, Lichtenberg ES, Paul M, et al. Abortion health services in Canada: results of a 2012 national survey. Can Fam Physician. 2016;62(4):e209-e217. [ FREE Full text ] [ Medline ]
  • Munro S, Guilbert E, Wagner MS, Wilcox ES, Devane C, Dunn S, et al. Perspectives among canadian physicians on factors influencing implementation of mifepristone medical abortion: a national qualitative study. Ann Fam Med. 2020;18(5):413-421. [ FREE Full text ] [ CrossRef ] [ Medline ]
  • Munro S, Wahl K, Soon JA, Guilbert E, Wilcox ES, Leduc-Robert G, et al. Pharmacist dispensing of the abortion pill in Canada: diffusion of innovation meets integrated knowledge translation. Implement Sci. 2021;16(1):76. [ FREE Full text ] [ CrossRef ] [ Medline ]
  • Health care policy and strategies program. Call for proposals: funding opportunities for sexual and reproductive health. Health Canada. URL: https://www.canada.ca/en/health-canada/programs/health-care-policy-strategies-program.html [accessed 2024-03-14]
  • Dopp AR, Parisi KE, Munson SA, Lyon AR. A glossary of user-centered design strategies for implementation experts. Transl Behav Med. 2019;9(6):1057-1064. [ FREE Full text ] [ CrossRef ] [ Medline ]
  • Vaisson G, Provencher T, Dugas M, Trottier ME, Dansokho SC, Colquhoun H, et al. User involvement in the design and development of patient decision aids and other personal health tools: a systematic review. Med Decis Making. 2021;41(3):261-274. [ FREE Full text ] [ CrossRef ] [ Medline ]
  • Witteman HO, Maki KG, Vaisson G, Finderup J, Lewis KB, Steffensen KD, et al. Systematic development of patient decision aids: an update from the IPDAS collaboration. Med Decis Making. 2021;41(7):736-754. [ FREE Full text ] [ CrossRef ] [ Medline ]
  • Joseph-Williams N, Newcombe R, Politi M, Durand MA, Sivell S, Stacey D, et al. Toward minimum standards for certifying patient decision aids: a modified Delphi consensus process. Med Decis Making. 2014;34(6):699-710. [ CrossRef ] [ Medline ]
  • Stacey D, Volk RJ, IPDAS Evidence Update Leads (Hilary Bekker, Karina Dahl Steffensen, Tammy C. Hoffmann, Kirsten McCaffery, Rachel Thompson, Richard Thomson, Lyndal Trevena, Trudy van der Weijden, and Holly Witteman). The International Patient Decision Aid Standards (IPDAS) collaboration: evidence update 2.0. Med Decis Making. 2021;41(7):729-733. [ FREE Full text ] [ CrossRef ] [ Medline ]
  • Hoffman AS, Volk RJ, Saarimaki A, Stirling C, Li LC, Härter M, et al. Delivering patient decision aids on the internet: definitions, theories, current evidence, and emerging research areas. BMC Med Inform Decis Mak. 2013;13(Suppl 2):S13. [ FREE Full text ] [ CrossRef ] [ Medline ]
  • Kanstrup C, Mäkelä M, Graungaard AH. Women's reasons for choosing abortion method: a systematic literature review. Scand J Public Health. 2018;46(8):835-845. [ CrossRef ] [ Medline ]
  • Murray ME, Casson M, Pudwell J, Waddington A. Patients' motivation for surgical versus medical abortion. J Obstet Gynaecol Can. 2019;41(9):1325-1329. [ CrossRef ] [ Medline ]
  • Kummervold PE, Chronaki CE, Lausen B, Prokosch HU, Rasmussen J, Santana S, et al. eHealth trends in Europe 2005-2007: a population-based survey. J Med Internet Res. 2008;10(4):e42. [ FREE Full text ] [ CrossRef ] [ Medline ]
  • Early abortion options. Reproductive Health Access Project. 2022. URL: https://www.reproductiveaccess.org/resource/early-abortion-options/ [accessed 2019-03-24]
  • Readability Formulas: free readability assessment tools to help you write for your readers. URL: https://readabilityformulas.com/ [accessed 2022-12-15]
  • Martin RW, Andersen SB, O'Brien MA, Bravo P, Hoffmann T, Olling K, et al. Providing balanced information about options in patient decision aids: an update from the International Patient Decision Aid Standards. Med Decis Making. 2021;41(7):780-800. [ FREE Full text ] [ CrossRef ] [ Medline ]
  • Lundgrén-Laine H, Salanterä S. Think-aloud technique and protocol analysis in clinical decision-making research. Qual Health Res. 2010;20(4):565-575. [ CrossRef ] [ Medline ]
  • Bangor A, Kortum PT, Miller JT. An empirical evaluation of the system usability scale. Int J Hum Comput Interact. 2008;24(6):574-594. [ CrossRef ]
  • Elo S, Kyngäs H. The qualitative content analysis process. J Adv Nurs. 2008;62(1):107-115. [ CrossRef ] [ Medline ]
  • Bansback N, Li LC, Lynd L, Bryan S. Development and preliminary user testing of the DCIDA (Dynamic Computer Interactive Decision Application) for 'nudging' patients towards high quality decisions. BMC Med Inform Decis Mak. 2014;14:62. [ FREE Full text ] [ CrossRef ] [ Medline ]
  • Trenaman L, Munro S, Almeida F, Ayas N, Hicklin J, Bansback N. Development of a patient decision aid prototype for adults with obstructive sleep apnea. Sleep Breath. 2016;20(2):653-661. [ CrossRef ] [ Medline ]
  • Degner LF, Sloan JA, Venkatesh P. The control preferences scale. Can J Nurs Res. 1997;29(3):21-43. [ Medline ]
  • Patev AJ, Hood KB. Towards a better understanding of abortion misinformation in the USA: a review of the literature. Cult Health Sex. 2021;23(3):285-300. [ CrossRef ] [ Medline ]
  • Légaré F, Kearing S, Clay K, Gagnon S, D'Amours D, Rousseau M, et al. Are you SURE?: Assessing patient decisional conflict with a 4-item screening test. Can Fam Physician. 2010;56(8):e308-e314. [ FREE Full text ] [ Medline ]
  • The Society of Obstetricians and Gynaecologists of Canada. URL: https://www.sexandu.ca/its-my-choice/ [accessed 2024-03-30]
  • Witteman HO, Ndjaboue R, Vaisson G, Dansokho SC, Arnold B, Bridges JFP, et al. Clarifying values: an updated and expanded systematic review and meta-analysis. Med Decis Making. 2021;41(7):801-820. [ FREE Full text ] [ CrossRef ] [ Medline ]
  • Cavet S, Fiala C, Scemama A, Partouche H. Assessment of pain during medical abortion with home use of misoprostol. Eur J Contracept Reprod Health Care. 2017;22(3):207-211. [ CrossRef ] [ Medline ]
  • Baraitser P, Free C, Norman WV, Lewandowska M, Meiksin R, Palmer MJ, et al. Improving experience of medical abortion at home in a changing therapeutic, technological and regulatory landscape: a realist review. BMJ Open. 2022;12(11):e066650. [ FREE Full text ] [ CrossRef ] [ Medline ]
  • Shaffer VA, Brodney S, Gavaruzzi T, Zisman-Ilani Y, Munro S, Smith SK, et al. Do personal stories make patient decision aids more effective? An update from the International Patient Decision Aids Standards. Med Decis Making. 2021;41(7):897-906. [ FREE Full text ] [ CrossRef ] [ Medline ]
  • Shaffer VA, Focella ES, Hathaway A, Scherer LD, Zikmund-Fisher BJ. On the usefulness of narratives: an interdisciplinary review and theoretical model. Ann Behav Med. 2018;52(5):429-442. [ FREE Full text ] [ CrossRef ] [ Medline ]
  • Joseph-Williams N, Abhyankar P, Boland L, Bravo P, Brenner AT, Brodney S, et al. What works in implementing patient decision aids in routine clinical settings? A rapid realist review and update from the International Patient Decision Aid Standards collaboration. Med Decis Making. 2021;41(7):907-937. [ FREE Full text ] [ CrossRef ] [ Medline ]
  • Guide to knowledge translation planning at CIHR: integrated and end-of-grant approaches. Government of Canada, Canadian Institutes of Health Research. 2012. URL: http://www.cihr-irsc.gc.ca/e/45321.html [accessed 2018-10-08]
  • Muscat DM, Smith J, Mac O, Cadet T, Giguere A, Housten AJ, et al. Addressing health literacy in patient decision aids: an update from the International Patient Decision Aid Standards. Med Decis Making. 2021;41(7):848-869. [ FREE Full text ] [ CrossRef ] [ Medline ]
  • The CART access project. Contraception and Abortion Research Team (CART-GRAC). 2024. URL: https://cart-grac.ubc.ca/the-cart-access-project-2/ [accessed 2024-01-28]

Abbreviations

Edited by T Leung; submitted 07.05.23; peer-reviewed by G Sebastian, R French, B Zikmund-Fisher; comments to author 11.01.24; revised version received 23.02.24; accepted 25.02.24; published 16.04.24.

©Kate J Wahl, Melissa Brooks, Logan Trenaman, Kirsten Desjardins-Lorimer, Carolyn M Bell, Nazgul Chokmorova, Romy Segall, Janelle Syring, Aleyah Williams, Linda C Li, Wendy V Norman, Sarah Munro. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 16.04.2024.

This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on https://www.jmir.org/, as well as this copyright and license information must be included.

AI Index Report

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

Read the 2024 AI Index Report

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

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

Steering Committee Co-Directors

Jack Clark

Ray Perrault

Steering committee members.

Erik Brynjolfsson

Erik Brynjolfsson

John Etchemendy

John Etchemendy

Katrina light

Katrina Ligett

Terah Lyons

Terah Lyons

James Manyika

James Manyika

Juan Carlos Niebles

Juan Carlos Niebles

Vanessa Parli

Vanessa Parli

Yoav Shoham

Yoav Shoham

Russell Wald

Russell Wald

Staff members.

Loredana Fattorini

Loredana Fattorini

Nestor Maslej

Nestor Maslej

Letter from the co-directors.

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

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

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

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

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

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

Ray Perrault Co-director, AI Index

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    Research and Development Department, Luzhou Zhitong Automation Equipment Co., Ltd., Luzhou, China. Correspondence. Yong Liu, School of Automation and Information Engineering, Sichuan University of Science and Engineering, Zigong, China. Email: [email protected], [email protected] Search for more papers by this author

  26. PDF CHAPTER 1: Index Report 2024 Research and Development

    produce a diverse array of content. Highlight: A demonstration of model collapse in a VAE Source: Shumailov et al., 2023 1.3 Frontier AI Research Chapter 1: Research and Development ... recently published research paper, a shift from the previously detailed methodology in an earlier paper. This edition of the AI Index is the first to adopt this ...

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    New Phytologist is an international journal owned by the New Phytologist Foundation publishing original research in plant science and its applications. Summary Leaf venation is a pivotal trait in the success of vascular plants. Whereas gymnosperms have single or sparsely branched parallel veins, angiosperms developed a hierarchical structure of ...

  28. Journal of Medical Internet Research

    We used content analysis to identify usability issues described in the field notes and open-ended survey questions, and descriptive statistics to summarize participant characteristics and close-ended survey responses. Results: A total of 61 individuals participated in this study. Further, 11 patients participated in think-aloud interviews.

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