• Skip to main content
  • Skip to primary sidebar
  • Skip to footer
  • QuestionPro

survey software icon

  • Solutions Industries Gaming Automotive Sports and events Education Government Travel & Hospitality Financial Services Healthcare Cannabis Technology Use Case NPS+ Communities Audience Contactless surveys Mobile LivePolls Member Experience GDPR Positive People Science 360 Feedback Surveys
  • Resources Blog eBooks Survey Templates Case Studies Training Help center

research findings and summary

Home Surveys Academic Research

Research Summary: What is it & how to write one

research summary

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

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

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

What is a research summary?

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

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

Why is an analysis recap so important?

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

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

Research Summary Guide

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

LEARN ABOUT:   Action Research

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

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

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

Authors: Prachi, Anas

MORE LIKE THIS

customer experience automation

Customer Experience Automation: Benefits and Best Tools

Apr 1, 2024

market segmentation tools

7 Best Market Segmentation Tools in 2024

in-app feedback tools

In-App Feedback Tools: How to Collect, Uses & 14 Best Tools

Mar 29, 2024

Customer Journey Analytics Software

11 Best Customer Journey Analytics Software in 2024

Other categories.

  • Academic Research
  • Artificial Intelligence
  • Assessments
  • Brand Awareness
  • Case Studies
  • Communities
  • Consumer Insights
  • Customer effort score
  • Customer Engagement
  • Customer Experience
  • Customer Loyalty
  • Customer Research
  • Customer Satisfaction
  • Employee Benefits
  • Employee Engagement
  • Employee Retention
  • Friday Five
  • General Data Protection Regulation
  • Insights Hub
  • Life@QuestionPro
  • Market Research
  • Mobile diaries
  • Mobile Surveys
  • New Features
  • Online Communities
  • Question Types
  • Questionnaire
  • QuestionPro Products
  • Release Notes
  • Research Tools and Apps
  • Revenue at Risk
  • Survey Templates
  • Training Tips
  • Uncategorized
  • Video Learning Series
  • What’s Coming Up
  • Workforce Intelligence
  • Privacy Policy

Buy Me a Coffee

Research Method

Home » Research Findings – Types Examples and Writing Guide

Research Findings – Types Examples and Writing Guide

Table of Contents

Research Findings

Research Findings

Definition:

Research findings refer to the results obtained from a study or investigation conducted through a systematic and scientific approach. These findings are the outcomes of the data analysis, interpretation, and evaluation carried out during the research process.

Types of Research Findings

There are two main types of research findings:

Qualitative Findings

Qualitative research is an exploratory research method used to understand the complexities of human behavior and experiences. Qualitative findings are non-numerical and descriptive data that describe the meaning and interpretation of the data collected. Examples of qualitative findings include quotes from participants, themes that emerge from the data, and descriptions of experiences and phenomena.

Quantitative Findings

Quantitative research is a research method that uses numerical data and statistical analysis to measure and quantify a phenomenon or behavior. Quantitative findings include numerical data such as mean, median, and mode, as well as statistical analyses such as t-tests, ANOVA, and regression analysis. These findings are often presented in tables, graphs, or charts.

Both qualitative and quantitative findings are important in research and can provide different insights into a research question or problem. Combining both types of findings can provide a more comprehensive understanding of a phenomenon and improve the validity and reliability of research results.

Parts of Research Findings

Research findings typically consist of several parts, including:

  • Introduction: This section provides an overview of the research topic and the purpose of the study.
  • Literature Review: This section summarizes previous research studies and findings that are relevant to the current study.
  • Methodology : This section describes the research design, methods, and procedures used in the study, including details on the sample, data collection, and data analysis.
  • Results : This section presents the findings of the study, including statistical analyses and data visualizations.
  • Discussion : This section interprets the results and explains what they mean in relation to the research question(s) and hypotheses. It may also compare and contrast the current findings with previous research studies and explore any implications or limitations of the study.
  • Conclusion : This section provides a summary of the key findings and the main conclusions of the study.
  • Recommendations: This section suggests areas for further research and potential applications or implications of the study’s findings.

How to Write Research Findings

Writing research findings requires careful planning and attention to detail. Here are some general steps to follow when writing research findings:

  • Organize your findings: Before you begin writing, it’s essential to organize your findings logically. Consider creating an outline or a flowchart that outlines the main points you want to make and how they relate to one another.
  • Use clear and concise language : When presenting your findings, be sure to use clear and concise language that is easy to understand. Avoid using jargon or technical terms unless they are necessary to convey your meaning.
  • Use visual aids : Visual aids such as tables, charts, and graphs can be helpful in presenting your findings. Be sure to label and title your visual aids clearly, and make sure they are easy to read.
  • Use headings and subheadings: Using headings and subheadings can help organize your findings and make them easier to read. Make sure your headings and subheadings are clear and descriptive.
  • Interpret your findings : When presenting your findings, it’s important to provide some interpretation of what the results mean. This can include discussing how your findings relate to the existing literature, identifying any limitations of your study, and suggesting areas for future research.
  • Be precise and accurate : When presenting your findings, be sure to use precise and accurate language. Avoid making generalizations or overstatements and be careful not to misrepresent your data.
  • Edit and revise: Once you have written your research findings, be sure to edit and revise them carefully. Check for grammar and spelling errors, make sure your formatting is consistent, and ensure that your writing is clear and concise.

Research Findings Example

Following is a Research Findings Example sample for students:

Title: The Effects of Exercise on Mental Health

Sample : 500 participants, both men and women, between the ages of 18-45.

Methodology : Participants were divided into two groups. The first group engaged in 30 minutes of moderate intensity exercise five times a week for eight weeks. The second group did not exercise during the study period. Participants in both groups completed a questionnaire that assessed their mental health before and after the study period.

Findings : The group that engaged in regular exercise reported a significant improvement in mental health compared to the control group. Specifically, they reported lower levels of anxiety and depression, improved mood, and increased self-esteem.

Conclusion : Regular exercise can have a positive impact on mental health and may be an effective intervention for individuals experiencing symptoms of anxiety or depression.

Applications of Research Findings

Research findings can be applied in various fields to improve processes, products, services, and outcomes. Here are some examples:

  • Healthcare : Research findings in medicine and healthcare can be applied to improve patient outcomes, reduce morbidity and mortality rates, and develop new treatments for various diseases.
  • Education : Research findings in education can be used to develop effective teaching methods, improve learning outcomes, and design new educational programs.
  • Technology : Research findings in technology can be applied to develop new products, improve existing products, and enhance user experiences.
  • Business : Research findings in business can be applied to develop new strategies, improve operations, and increase profitability.
  • Public Policy: Research findings can be used to inform public policy decisions on issues such as environmental protection, social welfare, and economic development.
  • Social Sciences: Research findings in social sciences can be used to improve understanding of human behavior and social phenomena, inform public policy decisions, and develop interventions to address social issues.
  • Agriculture: Research findings in agriculture can be applied to improve crop yields, develop new farming techniques, and enhance food security.
  • Sports : Research findings in sports can be applied to improve athlete performance, reduce injuries, and develop new training programs.

When to use Research Findings

Research findings can be used in a variety of situations, depending on the context and the purpose. Here are some examples of when research findings may be useful:

  • Decision-making : Research findings can be used to inform decisions in various fields, such as business, education, healthcare, and public policy. For example, a business may use market research findings to make decisions about new product development or marketing strategies.
  • Problem-solving : Research findings can be used to solve problems or challenges in various fields, such as healthcare, engineering, and social sciences. For example, medical researchers may use findings from clinical trials to develop new treatments for diseases.
  • Policy development : Research findings can be used to inform the development of policies in various fields, such as environmental protection, social welfare, and economic development. For example, policymakers may use research findings to develop policies aimed at reducing greenhouse gas emissions.
  • Program evaluation: Research findings can be used to evaluate the effectiveness of programs or interventions in various fields, such as education, healthcare, and social services. For example, educational researchers may use findings from evaluations of educational programs to improve teaching and learning outcomes.
  • Innovation: Research findings can be used to inspire or guide innovation in various fields, such as technology and engineering. For example, engineers may use research findings on materials science to develop new and innovative products.

Purpose of Research Findings

The purpose of research findings is to contribute to the knowledge and understanding of a particular topic or issue. Research findings are the result of a systematic and rigorous investigation of a research question or hypothesis, using appropriate research methods and techniques.

The main purposes of research findings are:

  • To generate new knowledge : Research findings contribute to the body of knowledge on a particular topic, by adding new information, insights, and understanding to the existing knowledge base.
  • To test hypotheses or theories : Research findings can be used to test hypotheses or theories that have been proposed in a particular field or discipline. This helps to determine the validity and reliability of the hypotheses or theories, and to refine or develop new ones.
  • To inform practice: Research findings can be used to inform practice in various fields, such as healthcare, education, and business. By identifying best practices and evidence-based interventions, research findings can help practitioners to make informed decisions and improve outcomes.
  • To identify gaps in knowledge: Research findings can help to identify gaps in knowledge and understanding of a particular topic, which can then be addressed by further research.
  • To contribute to policy development: Research findings can be used to inform policy development in various fields, such as environmental protection, social welfare, and economic development. By providing evidence-based recommendations, research findings can help policymakers to develop effective policies that address societal challenges.

Characteristics of Research Findings

Research findings have several key characteristics that distinguish them from other types of information or knowledge. Here are some of the main characteristics of research findings:

  • Objective : Research findings are based on a systematic and rigorous investigation of a research question or hypothesis, using appropriate research methods and techniques. As such, they are generally considered to be more objective and reliable than other types of information.
  • Empirical : Research findings are based on empirical evidence, which means that they are derived from observations or measurements of the real world. This gives them a high degree of credibility and validity.
  • Generalizable : Research findings are often intended to be generalizable to a larger population or context beyond the specific study. This means that the findings can be applied to other situations or populations with similar characteristics.
  • Transparent : Research findings are typically reported in a transparent manner, with a clear description of the research methods and data analysis techniques used. This allows others to assess the credibility and reliability of the findings.
  • Peer-reviewed: Research findings are often subject to a rigorous peer-review process, in which experts in the field review the research methods, data analysis, and conclusions of the study. This helps to ensure the validity and reliability of the findings.
  • Reproducible : Research findings are often designed to be reproducible, meaning that other researchers can replicate the study using the same methods and obtain similar results. This helps to ensure the validity and reliability of the findings.

Advantages of Research Findings

Research findings have many advantages, which make them valuable sources of knowledge and information. Here are some of the main advantages of research findings:

  • Evidence-based: Research findings are based on empirical evidence, which means that they are grounded in data and observations from the real world. This makes them a reliable and credible source of information.
  • Inform decision-making: Research findings can be used to inform decision-making in various fields, such as healthcare, education, and business. By identifying best practices and evidence-based interventions, research findings can help practitioners and policymakers to make informed decisions and improve outcomes.
  • Identify gaps in knowledge: Research findings can help to identify gaps in knowledge and understanding of a particular topic, which can then be addressed by further research. This contributes to the ongoing development of knowledge in various fields.
  • Improve outcomes : Research findings can be used to develop and implement evidence-based practices and interventions, which have been shown to improve outcomes in various fields, such as healthcare, education, and social services.
  • Foster innovation: Research findings can inspire or guide innovation in various fields, such as technology and engineering. By providing new information and understanding of a particular topic, research findings can stimulate new ideas and approaches to problem-solving.
  • Enhance credibility: Research findings are generally considered to be more credible and reliable than other types of information, as they are based on rigorous research methods and are subject to peer-review processes.

Limitations of Research Findings

While research findings have many advantages, they also have some limitations. Here are some of the main limitations of research findings:

  • Limited scope: Research findings are typically based on a particular study or set of studies, which may have a limited scope or focus. This means that they may not be applicable to other contexts or populations.
  • Potential for bias : Research findings can be influenced by various sources of bias, such as researcher bias, selection bias, or measurement bias. This can affect the validity and reliability of the findings.
  • Ethical considerations: Research findings can raise ethical considerations, particularly in studies involving human subjects. Researchers must ensure that their studies are conducted in an ethical and responsible manner, with appropriate measures to protect the welfare and privacy of participants.
  • Time and resource constraints : Research studies can be time-consuming and require significant resources, which can limit the number and scope of studies that are conducted. This can lead to gaps in knowledge or a lack of research on certain topics.
  • Complexity: Some research findings can be complex and difficult to interpret, particularly in fields such as science or medicine. This can make it challenging for practitioners and policymakers to apply the findings to their work.
  • Lack of generalizability : While research findings are intended to be generalizable to larger populations or contexts, there may be factors that limit their generalizability. For example, cultural or environmental factors may influence how a particular intervention or treatment works in different populations or contexts.

About the author

' src=

Muhammad Hassan

Researcher, Academic Writer, Web developer

You may also like

Data collection

Data Collection – Methods Types and Examples

Delimitations

Delimitations in Research – Types, Examples and...

Research Process

Research Process – Steps, Examples and Tips

Research Design

Research Design – Types, Methods and Examples

Institutional Review Board (IRB)

Institutional Review Board – Application Sample...

Evaluating Research

Evaluating Research – Process, Examples and...

  • 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.

Logo

Connect to Formplus, Get Started Now - It's Free!

  • abstract in research papers
  • abstract writing
  • action research
  • research summary
  • research summary vs abstract
  • research surveys
  • Angela Kayode-Sanni

Formplus

You may also like:

How to Write An Abstract For Research Papers: Tips & Examples

In this article, we will share some tips for writing an effective abstract, plus samples you can learn from.

research findings and summary

Research Questions: Definitions, Types + [Examples]

A comprehensive guide on the definition of research questions, types, importance, good and bad research question examples

The McNamara Fallacy: How Researchers Can Detect and to Avoid it.

Introduction The McNamara Fallacy is a common problem in research. It happens when researchers take a single piece of data as evidence...

Action Research: What it is, Stages & Examples

Introduction Action research is an evidence-based approach that has been used for years in the field of education and social sciences....

Formplus - For Seamless Data Collection

Collect data the right way with a versatile data collection tool. try formplus and transform your work productivity today..

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

Draft a research paper summary in minutes with paperpal. click here to start writing.

  • 2. Invest enough time to understand the topic deeply 

Use Paperpal to summarize your research paper. Click here to get started!

  • Mistakes to avoid while writing your research paper summary 

Let Paperpal do the heavy lifting. Click here to start writing your summary now!

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. 

Summarize your research paper with Paperpal

Paperpal, an AI academic writing assistant, is designed to support academics at every step of the academic writing process. Built on over two decades of experience helping researchers get published and trained on millions of published research articles, Paperpal offers human precision at machine speed. Paperpal Copilot, with advanced generative AI features, can help academics achieve 2x the writing in half the time, while transforming how they research and write.

research findings and summary

How to summarize a research paper with Paperpal?

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

  • Paste relevant research articles to be summarized into Paperpal; the AI will scan each section and extract key information.
  • In minutes, Paperpal will generate a comprehensive summary that showcases the main paper highlights while adhering to academic writing conventions.
  • Check the content to polish and refine the language, ensure your own voice, and add citations or references as needed.

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

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

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

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

Paperpal is a comprehensive AI writing toolkit that helps students and researchers achieve 2x the writing in half the time. It leverages 21+ years of STM experience and insights from millions of research articles to provide in-depth academic writing, language editing, and submission readiness support to help you write better, faster.  

Get accurate academic translations, rewriting support, grammar checks, vocabulary suggestions, and generative AI assistance that delivers human precision at machine speed. Try for free or upgrade to Paperpal Prime starting at US$19 a month to access premium features, including consistency, plagiarism, and 30+ submission readiness checks to help you succeed.  

Experience the future of academic writing – Sign up to Paperpal and start writing for free!  

Related Reads:

  • 5 Reasons for Rejection After Peer Review
  • Ethical Research Practices For Research with Human Subjects
  • How to Write a Conclusion for Research Papers (with Examples)
  • Publish or Perish – Understanding the Importance of Scholarly Publications in Academia

PhD Dissertation Outline: Creating a Roadmap to Success

How ai can improve the academic writing experience, you may also like, what are journal guidelines on using generative ai..., should you use ai tools like chatgpt for..., publish research papers: 9 steps for successful publications , how to make translating academic papers less challenging, self-plagiarism in research: what it is and how..., 6 tips for post-doc researchers to take their..., presenting research data effectively through tables and figures, 8 most effective ways to increase motivation for..., publish or perish – understanding the importance of..., how to write a conclusion for research papers....

Please enable JavaScript in your browser to enjoy a better experience.

A Complete Guide to Writing a Research Summary

A summary is a key part of any research. So, how should you go about writing one?

You will find many guides on the Internet about writing research. But, any article seldom covers the prospect of writing a research summary. While many things are shortened versions of the original article, there’s much more to research summaries.

From descriptive statistics to writing scientific research, a summary plays a vital role in describing the key ideas within. So, it begs a few questions, such as:

  • What exactly is a research summary?
  • How do you write one?
  • What are some of the tips for writing a good research summary ?

In this guide, we’ll answer all of these questions and explore a few essential factors about research writing. So, let’s jump right into it.

What is a Research Summary?

A research summary is a short, concise summary of an academic research paper. It is often used to summarize the results of an experiment, summarize the major findings and conclusions, and provide a brief overview of the methods and procedures used in the study.

The purpose of a research summary is to provide readers with enough information about an article to decide whether they want to read it in its entirety. It should be no more than two paragraphs long and should include:

  • A brief introduction summarizing why the article was written
  • The main idea of the article
  • The major findings and conclusions
  • An overview of how the study was conducted

In order to write effective research summaries, it is important that you can capture the essential points of the research and provide a concise overview. The key step in writing a good summary is to read through the article and make notes of the key points.

This can be done by underlining or highlighting key phrases in the article. One essential thing is to organize these points into an outline format, which includes an introduction and conclusion paragraph.

Another best and quick way to generate a precise summary of your research paper is to take assistance from the online text summarizer, like Summarizer.org .

The online summarizing tool gets the research paper and creates a precise summary of it by taking the important points.

Finally, you must edit your work for grammar and spelling errors before submitting it for grading.

The purpose of the research summary is to provide a comprehensive sum of everything that’s in the research. This includes a summarization of scientific/literal research, as well as of the writer’s aim and personal thoughts.

As for the summary length, it shouldn’t be more than 10% of the entire content. So, if your research is around 1000-words or so, then your summary should be 100-words. But, considering how most research papers are around 3000-4000 words, it should be 300-400 words.

Key pillars of a Research Summary

The summary of any research doesn’t just include the summarized text of the entire research paper. It includes a few other key things, which we’ll explore later on in this article. But, the purpose of a summary is to give proper insights to the reader, such as:

  • The writer’s intention
  • sources and bases of research
  • the purpose & result.

That’s why it’s important to understand that the summary should tell your reader all these elements. So, the fundamentals of any summary include:

  • Write a section and state the importance of the research paper from your perspective. In this section, you will have to describe the techniques, tools, and sources you employed to get the conclusion.
  • Besides that, it’s also meant to provide a brief and descriptive explanation of the actionable aspect of your research. In other words, how it can be implemented in real life.
  • Treat your research summary like a smaller article or blog. So, each important section of your research should be written within a subheading. However, this is highly optional to keep things organized.
  • As mentioned before, the research summary shouldn’t exceed 300-400 words. But, some research summaries are known to surpass 10000-words. So, try to employ the 10% formula and write one-tenth of the entire length of your research paper.

These four main points allow you to understand how a research summary is different from the research itself. So, it’s like a documentary where research and other key factors are left to the science (research paper), while the narration explains the key points (research summary)

How do you write a Research Summary?

Writing a research summary is a straightforward affair. Yet, it requires some understanding, as it’s not a lengthy process but rather a tricky and technical one. In a research summary, a few boxes must be checked. To help you do just that, here are 6 things you should tend to separately:

A summary’s title can be the same as the title of your primary research. However, putting separate titles in both has a few benefits. Such as:

  • A separate title shifts attention towards the conclusion.
  • A different title can focus on the main point of your research.
  • Using two different titles can provide a better abstract.

Speaking of an abstract, a summary is the abstract of your research. Therefore, a title representing that very thought is going to do a lot of good too. That’s why it’s better if the title of your summary differs from the title of your research paper.

2. Abstract

The abstract is the summarization of scientific or research methods used in your primary paper. This allows the reader to understand the pillars of the study conducted. For instance, there has been an array of astrological research since James Webb Space Telescope started sending images and data.

So, many research papers explain this Telescope’s technological evolution in their abstracts. This allows the reader to differentiate from the astrological research made by previous space crafts, such as Hubble or Chandra .

The point of providing this abstract is to ensure that the reader grasps the standards or boundaries within which the research was held.

3. Introduction

This is the part where you introduce your topic. In your main research, you’d dive right into the technicalities in this part. However, you’ll try to keep things mild in a research summary. Simply because it needs to summarize the key points in your main introduction.

So, a lot of introductions you’ll find as an example will be extensive in length. But, a research summary needs to be as concise as possible. Usually, in this part, a writer includes the basics and standards of investigation.

For instance, if your research is about James Webb’s latest findings , then you’ll identify how the studies conducted by this Telescope’s infrared and other technology made this study possible. That’s when your introduction will hook the reader into the main premise of your research.

4. Methodology / Study

This section needs to describe the methodology used by you in your research. Or the methodology you relied on when conducting this particular research or study. This allows the reader to grasp the fundamentals of your research, and it’s extremely important.

Because if the reader doesn’t understand your methods, then they will have no response to your studies. How should you tend to this? Include things such as:

  • The surveys or reviews you used;
  • include the samplings and experiment types you researched;
  • provide a brief statistical analysis;
  • give a primary reason to pick these particular methods.

Once again, leave the scientific intricacies for your primary research. But, describe the key methods that you employed. So, when the reader is perusing your final research, they’ll have your methods and study techniques in mind.

5. Results / Discussion

This section of your research needs to describe the results that you’ve achieved. Granted, some researchers will rely on results achieved by others. So, this part needs to explain how that happened – but not in detail.

The other section in this part will be a discussion. This is your interpretation of the results you’ve found. Thus, in the context of the results’ application, this section needs to dive into the theoretical understanding of your research. What will this section entail exactly? Here’s what:

  • Things that you covered, including results;
  • inferences you provided, given the context of your research;
  • the theory archetype that you’ve tried to explain in the light of the methodology you employed;
  • essential points or any limitations of the research.

These factors will help the reader grasp the final idea of your research. But, it’s not full circle yet, as the pulp will still be left for the actual research.

6. Conclusion

The final section of your summary is the conclusion. The key thing about the conclusion in your research summary, compared to your actual research, is that they could be different. For instance, the actual conclusion in your research should bring around the study.

However, the research in this summary should bring your own ideas and affirmations to full circle. Thus, this conclusion could and should be different from the ending of your research.

5 Tips for writing a Research Summary

Writing a research summary is easy once you tend to the technicalities. But, there are some tips and tricks that could make it easier. Remember, a research summary is the sum of your entire research. So, it doesn’t need to be as technical or in-depth as your primary work.

Thus, to make it easier for you, here are four tips you can follow:

1. Read & read again

Reading your own work repeatedly has many benefits. First, it’ll help you understand any mistakes or problems your research might have. After that, you’ll find a few key points that stand out from the others – that’s what you need to use in your summary.

So, the best advice anyone can give you is to read your research again and again. This will etch the idea in your mind and allow you to summarize it better.

2. Focus on key essentials in each section

As we discussed earlier, each section of your research has a key part. To write a thoroughly encapsulating summary, you need to focus on and find each such element in your research.

Doing so will give you enough leverage to write a summary that thoroughly condenses your research idea and gives you enough to write a summary out of it.

3. Write the research using a summarizing tool

The best advice you can get is to write a summary using a tool. Condensing each section might be a troublesome experience for some – as it can be time-consuming.

To avoid all that, you can simply take help from an online summarizer. It gets the lengthy content and creates a precise summary of it by using advanced AI technology.

As you can see, the tool condenses this particular section perfectly while the details are light.

Bringing that down to 10% or 20% will help you write each section accordingly. Thus, saving precious time and effort.

4. Word count limit

As mentioned earlier, word count is something you need to follow thoroughly. So, if your section is around 200-word, then read it again. And describe it to yourself in 20-words or so. Doing this to every section will help you write exactly a 10% summary of your research.

5. Get a second opinion

If you’re unsure about quality or quantity, get a second opinion. At times, ideas are in our minds, but we cannot find words to explain them. In research or any sort of creative process, getting a second opinion can save a lot of trouble.

There’s your guide to writing a research summary, folks. While it’s not different from condensing the entire premise of your research, writing it in simpler words will do wonders. So, try to follow the tips, tools, and ideas provided in this article, and write outstanding summaries for your research.

Have a language expert improve your writing

Run a free plagiarism check in 10 minutes, generate accurate citations for free.

  • Knowledge Base
  • Dissertation
  • How to Write a Results Section | Tips & Examples

How to Write a Results Section | Tips & Examples

Published on August 30, 2022 by Tegan George . Revised on July 18, 2023.

A results section is where you report the main findings of the data collection and analysis you conducted for your thesis or dissertation . You should report all relevant results concisely and objectively, in a logical order. Don’t include subjective interpretations of why you found these results or what they mean—any evaluation should be saved for the discussion section .

Instantly correct all language mistakes in your text

Upload your document to correct all your mistakes in minutes

upload-your-document-ai-proofreader

Table of contents

How to write a results section, reporting quantitative research results, reporting qualitative research results, results vs. discussion vs. conclusion, checklist: research results, other interesting articles, frequently asked questions about results sections.

When conducting research, it’s important to report the results of your study prior to discussing your interpretations of it. This gives your reader a clear idea of exactly what you found and keeps the data itself separate from your subjective analysis.

Here are a few best practices:

  • Your results should always be written in the past tense.
  • While the length of this section depends on how much data you collected and analyzed, it should be written as concisely as possible.
  • Only include results that are directly relevant to answering your research questions . Avoid speculative or interpretative words like “appears” or “implies.”
  • If you have other results you’d like to include, consider adding them to an appendix or footnotes.
  • Always start out with your broadest results first, and then flow into your more granular (but still relevant) ones. Think of it like a shoe store: first discuss the shoes as a whole, then the sneakers, boots, sandals, etc.

Receive feedback on language, structure, and formatting

Professional editors proofread and edit your paper by focusing on:

  • Academic style
  • Vague sentences
  • Style consistency

See an example

research findings and summary

If you conducted quantitative research , you’ll likely be working with the results of some sort of statistical analysis .

Your results section should report the results of any statistical tests you used to compare groups or assess relationships between variables . It should also state whether or not each hypothesis was supported.

The most logical way to structure quantitative results is to frame them around your research questions or hypotheses. For each question or hypothesis, share:

  • A reminder of the type of analysis you used (e.g., a two-sample t test or simple linear regression ). A more detailed description of your analysis should go in your methodology section.
  • A concise summary of each relevant result, both positive and negative. This can include any relevant descriptive statistics (e.g., means and standard deviations ) as well as inferential statistics (e.g., t scores, degrees of freedom , and p values ). Remember, these numbers are often placed in parentheses.
  • A brief statement of how each result relates to the question, or whether the hypothesis was supported. You can briefly mention any results that didn’t fit with your expectations and assumptions, but save any speculation on their meaning or consequences for your discussion  and conclusion.

A note on tables and figures

In quantitative research, it’s often helpful to include visual elements such as graphs, charts, and tables , but only if they are directly relevant to your results. Give these elements clear, descriptive titles and labels so that your reader can easily understand what is being shown. If you want to include any other visual elements that are more tangential in nature, consider adding a figure and table list .

As a rule of thumb:

  • Tables are used to communicate exact values, giving a concise overview of various results
  • Graphs and charts are used to visualize trends and relationships, giving an at-a-glance illustration of key findings

Don’t forget to also mention any tables and figures you used within the text of your results section. Summarize or elaborate on specific aspects you think your reader should know about rather than merely restating the same numbers already shown.

A two-sample t test was used to test the hypothesis that higher social distance from environmental problems would reduce the intent to donate to environmental organizations, with donation intention (recorded as a score from 1 to 10) as the outcome variable and social distance (categorized as either a low or high level of social distance) as the predictor variable.Social distance was found to be positively correlated with donation intention, t (98) = 12.19, p < .001, with the donation intention of the high social distance group 0.28 points higher, on average, than the low social distance group (see figure 1). This contradicts the initial hypothesis that social distance would decrease donation intention, and in fact suggests a small effect in the opposite direction.

Example of using figures in the results section

Figure 1: Intention to donate to environmental organizations based on social distance from impact of environmental damage.

In qualitative research , your results might not all be directly related to specific hypotheses. In this case, you can structure your results section around key themes or topics that emerged from your analysis of the data.

For each theme, start with general observations about what the data showed. You can mention:

  • Recurring points of agreement or disagreement
  • Patterns and trends
  • Particularly significant snippets from individual responses

Next, clarify and support these points with direct quotations. Be sure to report any relevant demographic information about participants. Further information (such as full transcripts , if appropriate) can be included in an appendix .

When asked about video games as a form of art, the respondents tended to believe that video games themselves are not an art form, but agreed that creativity is involved in their production. The criteria used to identify artistic video games included design, story, music, and creative teams.One respondent (male, 24) noted a difference in creativity between popular video game genres:

“I think that in role-playing games, there’s more attention to character design, to world design, because the whole story is important and more attention is paid to certain game elements […] so that perhaps you do need bigger teams of creative experts than in an average shooter or something.”

Responses suggest that video game consumers consider some types of games to have more artistic potential than others.

Your results section should objectively report your findings, presenting only brief observations in relation to each question, hypothesis, or theme.

It should not  speculate about the meaning of the results or attempt to answer your main research question . Detailed interpretation of your results is more suitable for your discussion section , while synthesis of your results into an overall answer to your main research question is best left for your conclusion .

The only proofreading tool specialized in correcting academic writing - try for free!

The academic proofreading tool has been trained on 1000s of academic texts and by native English editors. Making it the most accurate and reliable proofreading tool for students.

research findings and summary

Try for free

I have completed my data collection and analyzed the results.

I have included all results that are relevant to my research questions.

I have concisely and objectively reported each result, including relevant descriptive statistics and inferential statistics .

I have stated whether each hypothesis was supported or refuted.

I have used tables and figures to illustrate my results where appropriate.

All tables and figures are correctly labelled and referred to in the text.

There is no subjective interpretation or speculation on the meaning of the results.

You've finished writing up your results! Use the other checklists to further improve your thesis.

If you want to know more about AI for academic writing, AI tools, or research bias, make sure to check out some of our other articles with explanations and examples or go directly to our tools!

Research bias

  • Survivorship bias
  • Self-serving bias
  • Availability heuristic
  • Halo effect
  • Hindsight bias
  • Deep learning
  • Generative AI
  • Machine learning
  • Reinforcement learning
  • Supervised vs. unsupervised learning

 (AI) Tools

  • Grammar Checker
  • Paraphrasing Tool
  • Text Summarizer
  • AI Detector
  • Plagiarism Checker
  • Citation Generator

The results chapter of a thesis or dissertation presents your research results concisely and objectively.

In quantitative research , for each question or hypothesis , state:

  • The type of analysis used
  • Relevant results in the form of descriptive and inferential statistics
  • Whether or not the alternative hypothesis was supported

In qualitative research , for each question or theme, describe:

  • Recurring patterns
  • Significant or representative individual responses
  • Relevant quotations from the data

Don’t interpret or speculate in the results chapter.

Results are usually written in the past tense , because they are describing the outcome of completed actions.

The results chapter or section simply and objectively reports what you found, without speculating on why you found these results. The discussion interprets the meaning of the results, puts them in context, and explains why they matter.

In qualitative research , results and discussion are sometimes combined. But in quantitative research , it’s considered important to separate the objective results from your interpretation of them.

Cite this Scribbr article

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

George, T. (2023, July 18). How to Write a Results Section | Tips & Examples. Scribbr. Retrieved April 3, 2024, from https://www.scribbr.com/dissertation/results/

Is this article helpful?

Tegan George

Tegan George

Other students also liked, what is a research methodology | steps & tips, how to write a discussion section | tips & examples, how to write a thesis or dissertation conclusion, what is your plagiarism score.

  • USC Libraries
  • Research Guides

Organizing Your Social Sciences Research Paper

  • Executive Summary
  • Purpose of Guide
  • Design Flaws to Avoid
  • Independent and Dependent Variables
  • Glossary of Research Terms
  • Reading Research Effectively
  • Narrowing a Topic Idea
  • Broadening a Topic Idea
  • Extending the Timeliness of a Topic Idea
  • Academic Writing Style
  • Choosing a Title
  • Making an Outline
  • Paragraph Development
  • Research Process Video Series
  • The C.A.R.S. Model
  • Background Information
  • The Research Problem/Question
  • Theoretical Framework
  • Citation Tracking
  • Content Alert Services
  • Evaluating Sources
  • Primary Sources
  • Secondary Sources
  • Tiertiary Sources
  • Scholarly vs. Popular Publications
  • Qualitative Methods
  • Quantitative Methods
  • Insiderness
  • Using Non-Textual Elements
  • Limitations of the Study
  • Common Grammar Mistakes
  • Writing Concisely
  • Avoiding Plagiarism
  • Footnotes or Endnotes?
  • Further Readings
  • Generative AI and Writing
  • USC Libraries Tutorials and Other Guides
  • Bibliography

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.

  • << Previous: 3. The Abstract
  • Next: 4. The Introduction >>
  • Last Updated: Apr 3, 2024 8:36 AM
  • URL: https://libguides.usc.edu/writingguide

research findings and summary

Yearly paid plans are up to 65% off for the spring sale. Limited time only! 🌸

  • Form Builder
  • Survey Maker
  • AI Form Generator
  • AI Survey Tool
  • AI Quiz Maker
  • Store Builder
  • WordPress Plugin

research findings and summary

HubSpot CRM

research findings and summary

Google Sheets

research findings and summary

Google Analytics

research findings and summary

Microsoft Excel

research findings and summary

  • Popular Forms
  • Job Application Form Template
  • Rental Application Form Template
  • Hotel Accommodation Form Template
  • Online Registration Form Template
  • Employment Application Form Template
  • Application Forms
  • Booking Forms
  • Consent Forms
  • Contact Forms
  • Donation Forms
  • Customer Satisfaction Surveys
  • Employee Satisfaction Surveys
  • Evaluation Surveys
  • Feedback Surveys
  • Market Research Surveys
  • Personality Quiz Template
  • Geography Quiz Template
  • Math Quiz Template
  • Science Quiz Template
  • Vocabulary Quiz Template

Try without registration Quick Start

Read engaging stories, how-to guides, learn about forms.app features.

Inspirational ready-to-use templates for getting started fast and powerful.

Spot-on guides on how to use forms.app and make the most out of it.

research findings and summary

See the technical measures we take and learn how we keep your data safe and secure.

  • Integrations
  • Help Center
  • Sign In Sign Up Free
  • What is a research summary: Definition, steps & tips

What is a research summary: Definition, steps & tips

Defne Çobanoğlu

If you need to do academic research or take part in a research project, you most probably will need to make a research summary. It is a type of paper where you explain key findings in short. Doing this part correctly proves you clearly understand what the research is about, and also it is a good way to simplify complex research findings.

The best approach when starting your summary is to have a structured plan in mind. This will save you both energy and time. If you are new to this concept and want to know how to get started, this is the article for you. Here, we have gathered a step-by-step guide to creating your research survey, a research summary, and some useful tips. Let us get started!

  • What is a research summary?

A research summary is basically the summary of a research paper that is done in a structured way. A good research summary starts with proper style and organization. When you start writing a good research summary with the findings of the research study, you should read the article again and move on with a clear plan. 

The definition of research summary

The definition of research summary

Your summary must be a well-organized way of presenting the key points to future readers. This part of the research paper is one of the most important as it is the part people read first when they try to figure out your paper's outline.

  • How to write a research summary (step-by-step guide)

When you conclude your research and have concrete findings in your hand, the next step is to summarize the findings for future readers. It is one of the most vital sections of the papers and also the most viewed part by all. By having a guideline, the summary section can easily and successfully be completed. Now, let us see step by step how to write a summary for a research paper.

1 - Read the paper

In order to successfully summarize the whole research, you should understand it thoroughly. Read the paper carefully to understand its purpose, research design, methodology, results, and conclusions. You can also take a look at a research summary example to figure out what elements you should focus on while reading.

💡Tip #1 - Try a 3-stage reading method of Scan - Read - Skim. First, scan the paper to get an understanding of the concept. Then, read the paper attentively by focusing on elements you will include in your summary. Lastly, skim one last time to study the various elements.  

2 - Identify the key points

Once you read the entirety of the paper, try to pinpoint the key findings and research questions. It would help you to work with a set of questions to ask yourself when analyzing the paper. The questions you can try to answer could be these:

  • What is the main research question?
  • Is there a hypothesis that is proposed in the introduction part?
  • What kind of methods are used in the study?
  • What is the sample size for data collection?
  • Do the results support the hypothesis?
  • What are the most major findings?
  • What are some limitations of the study?
  • What is the final conclusion?

3 - Make notes as you read

It can help you tremendously to make notes as you read the paper. You can put simple sentences in each or most paragraphs to capture to the most important part. Or, you can highlight various findings, elements, and sentences. This will help you figure out what is important and what is not in the end.

4 - Prepare a draft

Once you gathered all the key points and highlighted sections, you can start preparing your draft. You should use a structured plan for your summary. Also, try rewriting important elements in your own words to avoid plagiarism. When you are preparing the draft, always be mindful of the word count limit.

💡Tip #2 - Keep it 10% or shorter One of the most crucial aspects of a research summary is the fact that it must be SHORT. Therefore, make sure the length of the summary is 10% or less of the original length of the parent paper.

5 - Finalize the summary

When you have the draft ready, proofread it to make sure everything is correct. And make sure the summary is objective, precise, and factually correct. You can also find additional literature to support your study and add that to the result section as well.

💡Tip #3 - Do not add anything new Never add new information or opinions to the summary that is not mentioned in the parent paper.

  • Why do you need to summarize your research results?

The purpose of a research summary is to give a brief overview of the study to the readers. A reader who is trying to find appropriate research to go through can easily get through the central ideas. It is also a great way to elaborate on the significance of the findings, and it reminds the reader of the strengths of your main arguments.

Having a good summary is almost as important as writing a research paper.

  • Wrapping it up

Having a good summary is almost as important as writing a research paper. A research paper involves statistical analysis, factual findings, and theories. And the summary of the paper briefly explains the main concepts and ideas. A person reading the summary of a paper should clearly understand the discussion and conclusion of the research study .

In this article, we have gathered a step-by-step guide to writing a research summary and useful tips to keep in mind. Next time, make sure your summary is to the point and faithful to the original paper. If you are planning to write your own research summary, you can get started with useful and easy-to-use survey templates of forms.app!

Defne is a content writer at forms.app. She is also a translator specializing in literary translation. Defne loves reading, writing, and translating professionally and as a hobby. Her expertise lies in survey research, research methodologies, content writing, and translation.

  • Form Features
  • Data Collection

Table of Contents

Related posts.

20+ Essential word of mouth (WOM) marketing statistics for 2024

20+ Essential word of mouth (WOM) marketing statistics for 2024

Fatih Özkan

5 best online form types for engaging with your customers

5 best online form types for engaging with your customers

forms.app Team

The best form builder list for 2022

The best form builder list for 2022

  • Affiliate Program

Wordvice

  • UNITED STATES
  • 台灣 (TAIWAN)
  • TÜRKIYE (TURKEY)
  • Academic Editing Services
  • - Research Paper
  • - Journal Manuscript
  • - Dissertation
  • - College & University Assignments
  • Admissions Editing Services
  • - Application Essay
  • - Personal Statement
  • - Recommendation Letter
  • - Cover Letter
  • - CV/Resume
  • Business Editing Services
  • - Business Documents
  • - Report & Brochure
  • - Website & Blog
  • Writer Editing Services
  • - Script & Screenplay
  • Our Editors
  • Client Reviews
  • Editing & Proofreading Prices
  • Wordvice Points
  • Partner Discount
  • Plagiarism Checker
  • APA Citation Generator
  • MLA Citation Generator
  • Chicago Citation Generator
  • Vancouver Citation Generator
  • - APA Style
  • - MLA Style
  • - Chicago Style
  • - Vancouver Style
  • Writing & Editing Guide
  • Academic Resources
  • Admissions Resources

How to Write the Results/Findings Section in Research

research findings and summary

What is the research paper Results section and what does it do?

The Results section of a scientific research paper represents the core findings of a study derived from the methods applied to gather and analyze information. It presents these findings in a logical sequence without bias or interpretation from the author, setting up the reader for later interpretation and evaluation in the Discussion section. A major purpose of the Results section is to break down the data into sentences that show its significance to the research question(s).

The Results section appears third in the section sequence in most scientific papers. It follows the presentation of the Methods and Materials and is presented before the Discussion section —although the Results and Discussion are presented together in many journals. This section answers the basic question “What did you find in your research?”

What is included in the Results section?

The Results section should include the findings of your study and ONLY the findings of your study. The findings include:

  • Data presented in tables, charts, graphs, and other figures (may be placed into the text or on separate pages at the end of the manuscript)
  • A contextual analysis of this data explaining its meaning in sentence form
  • All data that corresponds to the central research question(s)
  • All secondary findings (secondary outcomes, subgroup analyses, etc.)

If the scope of the study is broad, or if you studied a variety of variables, or if the methodology used yields a wide range of different results, the author should present only those results that are most relevant to the research question stated in the Introduction section .

As a general rule, any information that does not present the direct findings or outcome of the study should be left out of this section. Unless the journal requests that authors combine the Results and Discussion sections, explanations and interpretations should be omitted from the Results.

How are the results organized?

The best way to organize your Results section is “logically.” One logical and clear method of organizing research results is to provide them alongside the research questions—within each research question, present the type of data that addresses that research question.

Let’s look at an example. Your research question is based on a survey among patients who were treated at a hospital and received postoperative care. Let’s say your first research question is:

results section of a research paper, figures

“What do hospital patients over age 55 think about postoperative care?”

This can actually be represented as a heading within your Results section, though it might be presented as a statement rather than a question:

Attitudes towards postoperative care in patients over the age of 55

Now present the results that address this specific research question first. In this case, perhaps a table illustrating data from a survey. Likert items can be included in this example. Tables can also present standard deviations, probabilities, correlation matrices, etc.

Following this, present a content analysis, in words, of one end of the spectrum of the survey or data table. In our example case, start with the POSITIVE survey responses regarding postoperative care, using descriptive phrases. For example:

“Sixty-five percent of patients over 55 responded positively to the question “ Are you satisfied with your hospital’s postoperative care ?” (Fig. 2)

Include other results such as subcategory analyses. The amount of textual description used will depend on how much interpretation of tables and figures is necessary and how many examples the reader needs in order to understand the significance of your research findings.

Next, present a content analysis of another part of the spectrum of the same research question, perhaps the NEGATIVE or NEUTRAL responses to the survey. For instance:

  “As Figure 1 shows, 15 out of 60 patients in Group A responded negatively to Question 2.”

After you have assessed the data in one figure and explained it sufficiently, move on to your next research question. For example:

  “How does patient satisfaction correspond to in-hospital improvements made to postoperative care?”

results section of a research paper, figures

This kind of data may be presented through a figure or set of figures (for instance, a paired T-test table).

Explain the data you present, here in a table, with a concise content analysis:

“The p-value for the comparison between the before and after groups of patients was .03% (Fig. 2), indicating that the greater the dissatisfaction among patients, the more frequent the improvements that were made to postoperative care.”

Let’s examine another example of a Results section from a study on plant tolerance to heavy metal stress . In the Introduction section, the aims of the study are presented as “determining the physiological and morphological responses of Allium cepa L. towards increased cadmium toxicity” and “evaluating its potential to accumulate the metal and its associated environmental consequences.” The Results section presents data showing how these aims are achieved in tables alongside a content analysis, beginning with an overview of the findings:

“Cadmium caused inhibition of root and leave elongation, with increasing effects at higher exposure doses (Fig. 1a-c).”

The figure containing this data is cited in parentheses. Note that this author has combined three graphs into one single figure. Separating the data into separate graphs focusing on specific aspects makes it easier for the reader to assess the findings, and consolidating this information into one figure saves space and makes it easy to locate the most relevant results.

results section of a research paper, figures

Following this overall summary, the relevant data in the tables is broken down into greater detail in text form in the Results section.

  • “Results on the bio-accumulation of cadmium were found to be the highest (17.5 mg kgG1) in the bulb, when the concentration of cadmium in the solution was 1×10G2 M and lowest (0.11 mg kgG1) in the leaves when the concentration was 1×10G3 M.”

Captioning and Referencing Tables and Figures

Tables and figures are central components of your Results section and you need to carefully think about the most effective way to use graphs and tables to present your findings . Therefore, it is crucial to know how to write strong figure captions and to refer to them within the text of the Results section.

The most important advice one can give here as well as throughout the paper is to check the requirements and standards of the journal to which you are submitting your work. Every journal has its own design and layout standards, which you can find in the author instructions on the target journal’s website. Perusing a journal’s published articles will also give you an idea of the proper number, size, and complexity of your figures.

Regardless of which format you use, the figures should be placed in the order they are referenced in the Results section and be as clear and easy to understand as possible. If there are multiple variables being considered (within one or more research questions), it can be a good idea to split these up into separate figures. Subsequently, these can be referenced and analyzed under separate headings and paragraphs in the text.

To create a caption, consider the research question being asked and change it into a phrase. For instance, if one question is “Which color did participants choose?”, the caption might be “Color choice by participant group.” Or in our last research paper example, where the question was “What is the concentration of cadmium in different parts of the onion after 14 days?” the caption reads:

 “Fig. 1(a-c): Mean concentration of Cd determined in (a) bulbs, (b) leaves, and (c) roots of onions after a 14-day period.”

Steps for Composing the Results Section

Because each study is unique, there is no one-size-fits-all approach when it comes to designing a strategy for structuring and writing the section of a research paper where findings are presented. The content and layout of this section will be determined by the specific area of research, the design of the study and its particular methodologies, and the guidelines of the target journal and its editors. However, the following steps can be used to compose the results of most scientific research studies and are essential for researchers who are new to preparing a manuscript for publication or who need a reminder of how to construct the Results section.

Step 1 : Consult the guidelines or instructions that the target journal or publisher provides authors and read research papers it has published, especially those with similar topics, methods, or results to your study.

  • The guidelines will generally outline specific requirements for the results or findings section, and the published articles will provide sound examples of successful approaches.
  • Note length limitations on restrictions on content. For instance, while many journals require the Results and Discussion sections to be separate, others do not—qualitative research papers often include results and interpretations in the same section (“Results and Discussion”).
  • Reading the aims and scope in the journal’s “ guide for authors ” section and understanding the interests of its readers will be invaluable in preparing to write the Results section.

Step 2 : Consider your research results in relation to the journal’s requirements and catalogue your results.

  • Focus on experimental results and other findings that are especially relevant to your research questions and objectives and include them even if they are unexpected or do not support your ideas and hypotheses.
  • Catalogue your findings—use subheadings to streamline and clarify your report. This will help you avoid excessive and peripheral details as you write and also help your reader understand and remember your findings. Create appendices that might interest specialists but prove too long or distracting for other readers.
  • Decide how you will structure of your results. You might match the order of the research questions and hypotheses to your results, or you could arrange them according to the order presented in the Methods section. A chronological order or even a hierarchy of importance or meaningful grouping of main themes or categories might prove effective. Consider your audience, evidence, and most importantly, the objectives of your research when choosing a structure for presenting your findings.

Step 3 : Design figures and tables to present and illustrate your data.

  • Tables and figures should be numbered according to the order in which they are mentioned in the main text of the paper.
  • Information in figures should be relatively self-explanatory (with the aid of captions), and their design should include all definitions and other information necessary for readers to understand the findings without reading all of the text.
  • Use tables and figures as a focal point to tell a clear and informative story about your research and avoid repeating information. But remember that while figures clarify and enhance the text, they cannot replace it.

Step 4 : Draft your Results section using the findings and figures you have organized.

  • The goal is to communicate this complex information as clearly and precisely as possible; precise and compact phrases and sentences are most effective.
  • In the opening paragraph of this section, restate your research questions or aims to focus the reader’s attention to what the results are trying to show. It is also a good idea to summarize key findings at the end of this section to create a logical transition to the interpretation and discussion that follows.
  • Try to write in the past tense and the active voice to relay the findings since the research has already been done and the agent is usually clear. This will ensure that your explanations are also clear and logical.
  • Make sure that any specialized terminology or abbreviation you have used here has been defined and clarified in the  Introduction section .

Step 5 : Review your draft; edit and revise until it reports results exactly as you would like to have them reported to your readers.

  • Double-check the accuracy and consistency of all the data, as well as all of the visual elements included.
  • Read your draft aloud to catch language errors (grammar, spelling, and mechanics), awkward phrases, and missing transitions.
  • Ensure that your results are presented in the best order to focus on objectives and prepare readers for interpretations, valuations, and recommendations in the Discussion section . Look back over the paper’s Introduction and background while anticipating the Discussion and Conclusion sections to ensure that the presentation of your results is consistent and effective.
  • Consider seeking additional guidance on your paper. Find additional readers to look over your Results section and see if it can be improved in any way. Peers, professors, or qualified experts can provide valuable insights.

One excellent option is to use a professional English proofreading and editing service  such as Wordvice, including our paper editing service . With hundreds of qualified editors from dozens of scientific fields, Wordvice has helped thousands of authors revise their manuscripts and get accepted into their target journals. Read more about the  proofreading and editing process  before proceeding with getting academic editing services and manuscript editing services for your manuscript.

As the representation of your study’s data output, the Results section presents the core information in your research paper. By writing with clarity and conciseness and by highlighting and explaining the crucial findings of their study, authors increase the impact and effectiveness of their research manuscripts.

For more articles and videos on writing your research manuscript, visit Wordvice’s Resources page.

Wordvice Resources

  • How to Write a Research Paper Introduction 
  • Which Verb Tenses to Use in a Research Paper
  • How to Write an Abstract for a Research Paper
  • How to Write a Research Paper Title
  • Useful Phrases for Academic Writing
  • Common Transition Terms in Academic Papers
  • Active and Passive Voice in Research Papers
  • 100+ Verbs That Will Make Your Research Writing Amazing
  • Tips for Paraphrasing in Research Papers

Extract key information from research papers with our AI summarizer.

Get a snapshot of what matters – fast . Break down complex concepts into easy-to-read sections. Skim or dive deep with a clean reading experience.

research findings and summary

Summarize, analyze, and organize your research in one place.

Features built for scholars like you, trusted by researchers and students around the world.

Summarize papers, PDFs, book chapters, online articles and more.

Easy import

Drag and drop files, enter the url of a page, paste a block of text, or use our browser extension.

Enhanced summary

Change the summary to suit your reading style. Choose from a bulleted list, one-liner and more.

Read the key points of a paper in seconds with confidence that everything you read comes from the original text.

Clean reading

Clutter free flashcards help you skim or diver deeper into the details and quickly jump between sections.

Highlighted key terms and findings. Let evidence-based statements guide you through the full text with confidence.

Summarize texts in any format

Scholarcy’s ai summarization tool is designed to generate accurate, reliable article summaries..

Our summarizer tool is trained to identify key terms, claims, and findings in academic papers. These insights are turned into digestible Summary Flashcards.

Scroll in the box below to see the magic ⤸

research findings and summary

The knowledge extraction and summarization methods we use focus on accuracy. This ensures what you read is factually correct, and can always be traced back to the original source .

What students say

It would normally take me 15mins – 1 hour to skim read the article but with Scholarcy I can do that in 5 minutes.

Scholarcy makes my life easier because it pulls out important information in the summary flashcard.

Scholarcy is clear and easy to navigate. It helps speed up the process of reading and understating papers.

Join over 400,000 people already saving time.

From a to z with scholarcy, generate flashcard summaries. discover more aha moments. get to point quicker..

research findings and summary

Understand complex research. Jump between key concepts and sections.   Highlight text. Take notes.

research findings and summary

Build a library of knowledge. Recall important info with ease. Organize, search, sort, edit.

research findings and summary

Bring it all together. Export Flashcards in a range of formats. Transfer Flashcards into other apps.

research findings and summary

Apply what you’ve learned. Compile your highlights, notes, references. Write that magnum opus 🤌

research findings and summary

Go beyond summaries

Get unlimited summaries, advanced research and analysis features, and your own personalised collection with Scholarcy Library!

research findings and summary

With Scholarcy Library you can import unlimited documents and generate summaries for all your course materials or collection of research papers.

research findings and summary

Scholarcy Library offers additional features including access to millions of academic research papers, customizable summaries, direct import from Zotero and more.

research findings and summary

Scholarcy lets you build and organise your summaries into a handy library that you can access from anywhere. Export from a range of options, including one-click bibliographies and even a literature matrix.

Compare plans

Summarize 3 articles a day with our free summarizer tool, or upgrade to
Scholarcy Library to generate and save unlimited article summaries.

Import a range of file formats

Export flashcards (one at a time)

Everything in Free

Unlimited summarization

Generate enhanced summaries

Save your flashcards

Take notes, highlight and edit text

Organize flashcards into collections

Frequently Asked Questions

How do i use scholarcy, what if i’m having issues importing files, can scholarcy generate a plain language summary of the article, can scholarcy process any size document, how do i change the summary to get better results, what if i upload a paywalled article to scholarcy, is it violating copyright laws.

U.S. flag

An official website of the United States government

The .gov means it’s official. Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

The site is secure. The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

  • Publications
  • Account settings

Preview improvements coming to the PMC website in October 2024. Learn More or Try it out now .

  • Advanced Search
  • Journal List
  • v.317(7150); 1998 Jul 4

Looking forward

Making better use of research findings, andrew haines.

a Department of Primary Care and Population Sciences, Royal Free and University College London Schools of Medicine, London NW3 2PF, b Department of Epidemiology and Public Health, University College London Medical School

Anna Donald

There is increasing interest in implementing research findings in practice both because of a growing awareness of the gap between clinical practice and the findings of research and also because of the need to show that public investment in research results in benefits for patients. Improved understanding of the reasons for the uptake of research findings requires insights from a range of disciplines. In order to promote the uptake of research findings it is necessary to identify potential barriers to implementation and to develop strategies to overcome them. Specific interventions that can be used to promote change in practice include using clinical guidelines and computerised decision support systems, developing educational programmes, communicating research findings to patients, and developing strategies for organisational change.

Interest in how best to promote the uptake of research findings has been fuelled by a number of factors including the well documented disparities between clinical practice and research evidence of effective interventions. Examples include interventions in the management of cardiac failure, secondary prevention of heart disease, 1 atrial fibrillation, 2 menorrhagia, 3 and pregnancy and childbirth. 4 In the United Kingdom the advent of the NHS research and development programme has led to greater involvement of NHS personnel in setting priorities 5 and to the establishment of a programme to evaluate different methods of promoting the implementation of research findings. 6 The concept of pay back on research 7 has also been developed, resulting in a framework that can be used to assess the benefits arising from research.

Relying on the passive diffusion of information to keep health professionals’ knowledge up to date is doomed to failure in a global environment in which about 2 million articles on medical issues are published annually. 8 There is also growing awareness that conventional continuing education activities, such as conferences and courses, which focus largely on the passive acquisition of knowledge have little impact on the behaviour of health professionals. 9 The circulation of guidelines without an implementation strategy is also unlikely to result in changes in practice. 10

Summary points

  • Reasons for failing to get research findings into practice are many and include the lack of appropriate information at the point of decision making and social, organisational, and institutional barriers to change
  • All people within an organisation who will have to implement the change or who can influence change should be involved in developing strategies for change
  • Better links between clinical audit, continuing education, and research and development need to be developed
  • Evidence of the effectiveness of specific interventions to promote change is still incomplete, but a combination of interventions will probably be needed
  • The pressure for more effective and efficient implementation of research findings is likely to grow

Health professionals need to plan for rapid changes in knowledge, something that is likely to persist throughout our professional lifetimes and which encompasses not only diagnostic techniques, drug treatment, behavioural interventions, and surgical procedures but also ways of delivering and organising health services and developing health policy. Many health professionals already feel overburdened, and therefore a radical change in approach is required so that they can manage change rather than feel like its victims. A number of steps are necessary in order to support this process.

Keeping abreast of new knowledge

Health professionals need timely, valid, and relevant information to be available at the point of decision making. Despite extensive investment in information technology by the NHS the rapid delivery of such information is not widely available. Relatively simple prompting and reminder systems can improve clinicians’ performance 11 ; the price of useful databases such as Best Evidence (which comprises Evidence-Based Medicine and the American College of Physicians Journal Club on CD ROM) and The Cochrane Library is little more than the cost of subscribing to a journal. There are an increasing number of journals, such as Evidence-Based Medicine, that review important papers rigorously and present the results in a way that busy clinicians can rapidly absorb. The NHS reviews and dissemination centre in York compiles systematic reviews that are relevant to clinicians and policymakers. Nevertheless, many clinicians still do not receive such information, 12 and more needs to be done to provide a wider range of high quality information that is usable in practice settings.

Librarians’ roles are changing rapidly; in North America, for example, some librarians are involved in clinical practice through programmes such as literature attached to the chart (LATCH). 13 In these programmes, hospital librarians participate in ward rounds and actively support clinical decision making at the bedside. Requests for information are documented in the notes, and articles are subsequently delivered to the ward. Similar programmes could be introduced elsewhere after appropriate evaluation, but information support is also needed in primary care settings. In the United Kingdom many health professionals, such as nurses, may not be permitted to use their hospital library since they are not formally affiliated with the (medical) body that funds them.

An external file that holds a picture, illustration, etc.
Object name is haia01rf.f1.jpg

Implementing knowledge

Research findings can influence decisions at many levels—in caring for individual patients, in developing practice guidelines, in commissioning health care, in developing prevention and health promotion strategies, in developing policy, in designing educational programmes, and in performing clinical audit—but only if clinicians know how to translate knowledge into action. The acquisition of database searching and critical appraisal skills should give health professionals greater confidence in finding and assessing the quality of publications, but this does not necessarily help in applying new knowledge to day to day problems. 14 Much attention has been paid to the use of best evidence during consultations with individual patients—that is, using evidence based medicine derived largely from epidemiological methods. 15 , 16 However, organisational change is often also necessary to implement clinical change. Even a step as simple as ensuring that all patients with a history of myocardial infarction are offered aspirin requires that a number of smaller steps are taken including identifying patients, contacting them, explaining the rationale, checking for contraindications, and prescribing aspirin or advising patients to buy it over the counter. Furthermore, health professionals have their own experiences, beliefs, and perceptions about appropriate practice; attempts to change practice which ignore these factors are unlikely to succeed. Awareness of these pitfalls has led to greater emphasis on understanding social, behavioural, and organisational factors which may act as barriers to change. 17

A wide spectrum of approaches for promoting implementation has been used. These approaches are underpinned by a number of theoretical perspectives on behavioural change such as cognitive theories which focus on rational information seeking and decision making; management theories which emphasise organisational conditions needed to improve care; learning theories which lead to behavioural approaches involving, for example, audit and feedback and reminder systems; and social influence theories which focus on understanding and using the social environment to promote and reinforce change. 18

Clearly these approaches are not mutually exclusive. For example, the transmission of information from research to single practitioners or small groups of health professionals through educational outreach has a strong educational component but might also include aspects of social influence interventions 19 in pointing out the use of a particular treatment by local colleagues. The marketing strategies used by the pharmaceutical industry depend on segmentation of the target audience into groups that are likely to share characteristics so that a message can be tailored to that group. 20 Similar techniques might be adapted for non-commercial use within the NHS. The evidence for the effectiveness of different approaches and interventions is still incomplete and will be reviewed in a subsequent article in the series. 21 In many cases a combination of approaches will be more effective than a single intervention. 22 No single theoretical perspective has been adequately validated to guide the choice of implementation strategies.

Steps in promoting the uptake of research findings

  • Determine that there is an appreciable gap between research findings and practice
  • Define the appropriate message (for example, the information to be used)
  • Decide which processes need to be altered
  • Involve the key players (for example those people who will implement change or who are in a position to influence change)
  • Identify the barriers to change and decide how to overcome them
  • Decide on specific interventions to promote change (for example the use of guidelines or educational programmes)
  • Identify levers for change—that is, existing mechanisms which can be used to promote change (for example, financial incentives to attend educational programmes or placing appropriate questions in professional examinations)
  • Determine whether practice has changed in the way desired; use clinical audit to monitor change

The study of the diffusion of innovations—how new ideas are transmitted through social networks—has been influential in illustrating that those who adopt new ideas early tend to differ in a number of ways from those who adopt the ideas later. For example, those who adopt new ideas early tend to have more extensive social and professional networks. 23 Much of the medical literature has a bias towards innovation and the underlying assumption is that innovations are bound to be beneficial. However, in health care the challenge is to promote the uptake of innovations that have been shown to be effective, to delay the spread of those that have not yet been shown to be effective, and to prevent the uptake of ineffective innovations. 24

Although different people can promote the uptake of research findings—including policymakers, commissioning authorities, educators, and provider managers—it is largely clinicians and their patients who will implement findings. A number of steps need to be taken in order to get research findings into practice (box previous page). The characteristics of the message should also be considered; they may influence the degree to which the message is incorporated into practice (box above).

Important characteristics of the message

  • Generalisability (settings in which the intervention is relevant)
  • Applicability (the patients to whom the intervention is relevant)
  • Format and presentation (for example, will there be written or computerised guidelines, will absolute and relative risk reductions be presented)

Other characteristics

  • Source of the message (for example, professional organisation, Department of Health)
  • Channels of communication (how the message will be disseminated)
  • Target audiences (the recipients)
  • Timing of the initial launch and frequency of updating
  • Mechanism for updating the message

The choice of key players—those people in the organisation who will have to implement change or who can influence change—will depend on the processes to be changed; in primary care, for example, nurses and administrative staff should be involved in many cases, in addition to general practitioners, since their cooperation will be essential for organisational change to be effective. If the innovation involves the acquisition of specific skills, such as training in certain procedures, then those who organise postgraduate and continuing education are also key players.

The identification of barriers to change and the development of strategies to overcome them are likely to be of fundamental importance in promoting the uptake of research findings. Some examples of barriers to the application of research findings to patients are given in the box on the next page. A future article will propose a conceptual framework for analysing and overcoming barriers. 25 Since some of the strongest resistance to change may be related to the experiences and beliefs of health professionals, the early involvement of key players is essential in identifying and, when necessary, overcoming such impediments to change. Barriers need to be reviewed during the process of implementation as their nature may change over time.

Interventions to promote change must be tailored to the problem, audience, and the resources available. Educational outreach, for example, may be particularly appropriate for updating primary care practitioners in the management of specific conditions because they tend to work alone or in small groups. Guidelines based on research evidence may be developed and endorsed by national professional organisations and adapted for local use as part of clinical audit and educational programmes.

Linking research with practice

There need to be closer links between research and practice, so that research is relevant to practitioners’ needs and so that practitioners are willing to participate in research. While there is evidence that some researchers can promote their own work, 26 in general researchers have not been systematically involved in the implementation of their own findings and may not be well equipped to do this. In the United Kingdom, the NHS research and development programme is seeking views about priorities for research through a broad consultation process. 5 Better methods of involving those who are most likely to use the results of research are needed to ensure that research questions are framed appropriately and tested in relevant contexts using interventions that can be replicated in everyday practice. For example, there is little point conducting trials of a new intervention in hospital practice if virtually all of the treatments for a particular disorder are carried out in primary care settings. Contextual relevance is particularly important in studies of the organisation and delivery of services, 27 such as stroke units, hospital at home schemes, and schemes for improving hospital discharge procedures to reduce readmissions among elderly patients. If unaccounted for, differences in skill mix and management structures between innovative services and most providers can make it difficult for providers to have a clear view of how they should best implement findings in their own units.

Interaction between purchasers and providers

—In the NHS, purchasers as well as providers should be involved in applying research findings to practice. Purchasers can help create an environment conducive to change, for example, by ensuring that health professionals have access to information, that libraries are financially supported, and that continuing education and audit programmes are configured to work together to promote effective practice. Purchasers could also ensure that the organisation and delivery of services takes into account the best available research evidence. However, it is clear that the degree of influence exerted by purchasers on the practice of providers is limited, 28 and that priority must be given to helping providers develop the capacity to understand and use research findings.

Making implementation an integral part of training

—For many health professionals, involvement in implementation may be far more relevant to their careers and to the development of the NHS than undertaking laboratory research, yet pressures to undertake research remain strong. Greater encouragement should be given to clinicians to spend time learning to use and implement research findings effectively.

Potential barriers to change

Environmental

In the practice

  • Limitations of time
  • Limitations of the organisation of the practice (for example, a lack of disease registers or mechanisms to monitor repeat prescribing)

In education

  • Inappropriate continuing education and failure to connect with programmes to promote better quality of care
  • Lack of incentives to participate in effective educational activities

In health care

  • Lack of financial resources
  • Lack of defined practice populations
  • Health policies which promote ineffective or unproved activities
  • Failure to provide practitioners with access to appropriate information
  • Influence of the media on patients in creating demands or beliefs
  • Impact of disadvantage on patients’ access to care

Factors associated with the practitioner

  • Obsolete knowledge
  • Influence of opinion leaders (such as health professionals whose views influence their peers)
  • Beliefs and attitudes (for example, a previous adverse experience of innovation)

Factors associated with the patient

  • Demands for care
  • Perceptions or cultural beliefs about appropriate care

Factors which in some circumstances might be perceived as barriers to change can also be levers for change. For example, patients may influence practitioners’ behaviour towards clinically effective practice by requesting interventions that have been proved to be effective. Practitioners might be influenced positively by opinion leaders.

Learning to evaluate and use research findings in daily practice is an important and lifelong part of professional development. This requires not only changes in educational programmes, but also a realignment of institutions so that management structures can support changes in knowledge and the implementation of changes in procedures.

There are major structural difficulties that need to be overcome in the NHS. For example, better coordination at national, regional, and local levels is required between the education and training of health professionals, clinical audit, and research and development. This type of coordination should be a priority for the proposed national institute for clinical excellence in the United Kingdom. 29

It has been suggested that financial considerations, rather than the potential for gaining useful knowledge, affect general practitioners’ choice of continuing education courses. 30 One of the aims of continuing education should be to ensure that practitioners stay up to date with research findings of major importance for patient care and change their practice accordingly. Continuing education activities need to take into account evidence about the ineffectiveness of many traditional approaches. To develop a more integrated approach to promoting the uptake of research findings, health systems need to have coordinated mechanisms that can manage the continuing evolution of medical knowledge.

The advent of research based information that is available to patients 31 and the increasing accessibility of information of variable quality through the internet and other sources suggests that doctors have the potential to act as information brokers and interpreters for patients. Doctors could also work together with user groups representing patients or their carers, a number of which have demonstrated an interest in and commitment to providing quality research based information to their members. 32 The pace of change in knowledge is unlikely to slow. As health systems around the world struggle to reconcile change with limited resources and rising expectations, pressure to implement research findings more effectively and efficiently is bound to grow.

Funding: None.

Conflict of interest: None.

The articles in this series are adapted from Coping with Loss , edited by Colin Murray Parkes and Andrew Markus, which will be published in July.

NASA Logo

Scientific Consensus

research findings and summary

It’s important to remember that scientists always focus on the evidence, not on opinions. Scientific evidence continues to show that human activities ( primarily the human burning of fossil fuels ) have warmed Earth’s surface and its ocean basins, which in turn have continued to impact Earth’s climate . This is based on over a century of scientific evidence forming the structural backbone of today's civilization.

NASA Global Climate Change presents the state of scientific knowledge about climate change while highlighting the role NASA plays in better understanding our home planet. This effort includes citing multiple peer-reviewed studies from research groups across the world, 1 illustrating the accuracy and consensus of research results (in this case, the scientific consensus on climate change) consistent with NASA’s scientific research portfolio.

With that said, multiple studies published in peer-reviewed scientific journals 1 show that climate-warming trends over the past century are extremely likely due to human activities. In addition, most of the leading scientific organizations worldwide have issued public statements endorsing this position. The following is a partial list of these organizations, along with links to their published statements and a selection of related resources.

American Scientific Societies

Statement on climate change from 18 scientific associations.

"Observations throughout the world make it clear that climate change is occurring, and rigorous scientific research demonstrates that the greenhouse gases emitted by human activities are the primary driver." (2009) 2

American Association for the Advancement of Science

"Based on well-established evidence, about 97% of climate scientists have concluded that human-caused climate change is happening." (2014) 3

AAAS emblem

American Chemical Society

"The Earth’s climate is changing in response to increasing concentrations of greenhouse gases (GHGs) and particulate matter in the atmosphere, largely as the result of human activities." (2016-2019) 4

ACS emblem

American Geophysical Union

"Based on extensive scientific evidence, it is extremely likely that human activities, especially emissions of greenhouse gases, are the dominant cause of the observed warming since the mid-20th century. There is no alterative explanation supported by convincing evidence." (2019) 5

AGU emblem

American Medical Association

"Our AMA ... supports the findings of the Intergovernmental Panel on Climate Change’s fourth assessment report and concurs with the scientific consensus that the Earth is undergoing adverse global climate change and that anthropogenic contributions are significant." (2019) 6

AMA emblem

American Meteorological Society

"Research has found a human influence on the climate of the past several decades ... The IPCC (2013), USGCRP (2017), and USGCRP (2018) indicate that it is extremely likely that human influence has been the dominant cause of the observed warming since the mid-twentieth century." (2019) 7

AMS emblem

American Physical Society

"Earth's changing climate is a critical issue and poses the risk of significant environmental, social and economic disruptions around the globe. While natural sources of climate variability are significant, multiple lines of evidence indicate that human influences have had an increasingly dominant effect on global climate warming observed since the mid-twentieth century." (2015) 8

APS emblem

The Geological Society of America

"The Geological Society of America (GSA) concurs with assessments by the National Academies of Science (2005), the National Research Council (2011), the Intergovernmental Panel on Climate Change (IPCC, 2013) and the U.S. Global Change Research Program (Melillo et al., 2014) that global climate has warmed in response to increasing concentrations of carbon dioxide (CO2) and other greenhouse gases ... Human activities (mainly greenhouse-gas emissions) are the dominant cause of the rapid warming since the middle 1900s (IPCC, 2013)." (2015) 9

GSA emblem

Science Academies

International academies: joint statement.

"Climate change is real. There will always be uncertainty in understanding a system as complex as the world’s climate. However there is now strong evidence that significant global warming is occurring. The evidence comes from direct measurements of rising surface air temperatures and subsurface ocean temperatures and from phenomena such as increases in average global sea levels, retreating glaciers, and changes to many physical and biological systems. It is likely that most of the warming in recent decades can be attributed to human activities (IPCC 2001)." (2005, 11 international science academies) 1 0

U.S. National Academy of Sciences

"Scientists have known for some time, from multiple lines of evidence, that humans are changing Earth’s climate, primarily through greenhouse gas emissions." 1 1

UNSAS emblem

U.S. Government Agencies

U.s. global change research program.

"Earth’s climate is now changing faster than at any point in the history of modern civilization, primarily as a result of human activities." (2018, 13 U.S. government departments and agencies) 12

USGCRP emblem

Intergovernmental Bodies

Intergovernmental panel on climate change.

“It is unequivocal that the increase of CO 2 , methane, and nitrous oxide in the atmosphere over the industrial era is the result of human activities and that human influence is the principal driver of many changes observed across the atmosphere, ocean, cryosphere, and biosphere. “Since systematic scientific assessments began in the 1970s, the influence of human activity on the warming of the climate system has evolved from theory to established fact.” 1 3-17

IPCC emblem

Other Resources

List of worldwide scientific organizations.

The following page lists the nearly 200 worldwide scientific organizations that hold the position that climate change has been caused by human action. http://www.opr.ca.gov/facts/list-of-scientific-organizations.html

U.S. Agencies

The following page contains information on what federal agencies are doing to adapt to climate change. https://www.c2es.org/site/assets/uploads/2012/02/climate-change-adaptation-what-federal-agencies-are-doing.pdf

Technically, a “consensus” is a general agreement of opinion, but the scientific method steers us away from this to an objective framework. In science, facts or observations are explained by a hypothesis (a statement of a possible explanation for some natural phenomenon), which can then be tested and retested until it is refuted (or disproved).

As scientists gather more observations, they will build off one explanation and add details to complete the picture. Eventually, a group of hypotheses might be integrated and generalized into a scientific theory, a scientifically acceptable general principle or body of principles offered to explain phenomena.

1. K. Myers, et al, "Consensus revisited: quantifying scientific agreement on climate change and climate expertise among Earth scientists 10 years later", Environmental Research Letters Vol.16 No. 10, 104030 (20 October 2021); DOI:10.1088/1748-9326/ac2774 M. Lynas, et al, "Greater than 99% consensus on human caused climate change in the peer-reviewed scientific literature", Environmental Research Letters Vol.16 No. 11, 114005 (19 October 2021); DOI:10.1088/1748-9326/ac2966 J. Cook et al., "Consensus on consensus: a synthesis of consensus estimates on human-caused global warming", Environmental Research Letters Vol. 11 No. 4, (13 April 2016); DOI:10.1088/1748-9326/11/4/048002 J. Cook et al., "Quantifying the consensus on anthropogenic global warming in the scientific literature", Environmental Research Letters Vol. 8 No. 2, (15 May 2013); DOI:10.1088/1748-9326/8/2/024024 W. R. L. Anderegg, “Expert Credibility in Climate Change”, Proceedings of the National Academy of Sciences Vol. 107 No. 27, 12107-12109 (21 June 2010); DOI: 10.1073/pnas.1003187107 P. T. Doran & M. K. Zimmerman, "Examining the Scientific Consensus on Climate Change", Eos Transactions American Geophysical Union Vol. 90 Issue 3 (2009), 22; DOI: 10.1029/2009EO030002 N. Oreskes, “Beyond the Ivory Tower: The Scientific Consensus on Climate Change”, Science Vol. 306 no. 5702, p. 1686 (3 December 2004); DOI: 10.1126/science.1103618

2. Statement on climate change from 18 scientific associations (2009)

3. AAAS Board Statement on Climate Change (2014)

4. ACS Public Policy Statement: Climate Change (2016-2019)

5. Society Must Address the Growing Climate Crisis Now (2019)

6. Global Climate Change and Human Health (2019)

7. Climate Change: An Information Statement of the American Meteorological Society (2019)

8. American Physical Society (2021)

9. GSA Position Statement on Climate Change (2015)

10. Joint science academies' statement: Global response to climate change (2005)

11. Climate at the National Academies

12. Fourth National Climate Assessment: Volume II (2018)

13. IPCC Fifth Assessment Report, Summary for Policymakers, SPM 1.1 (2014)

14. IPCC Fifth Assessment Report, Summary for Policymakers, SPM 1 (2014)

15. IPCC Sixth Assessment Report, Working Group 1 (2021)

16. IPCC Sixth Assessment Report, Working Group 2 (2022)

17. IPCC Sixth Assessment Report, Working Group 3 (2022)

Discover More Topics From NASA

Explore Earth Science

research findings and summary

Earth Science in Action

Earth Action

Earth Science Data

The sum of Earth's plants, on land and in the ocean, changes slightly from year to year as weather patterns shift.

Facts About Earth

research findings and summary

Avalere

Research Explores Health Plan Perceptions of PDABs and UPLs

  • April 2, 2024
  • Insights & Analysis
  • Federal and State Policy

research findings and summary

As the implementation of the Inflation Reduction Act continues for the Medicare program in 2024, state policymakers also continue to consider legislation to control drug spending and patient out-of-pocket costs. To this end, state lawmakers have proposed legislation introducing prescription drug affordability boards (PDABs) , often with the ability to set upper payment limits (UPLs) for a specified number of prescription drugs. UPLs establish a payment limit and/or reimbursement limit on how much purchasers and payers within a state may pay or reimburse for drugs found to be “unaffordable” by the PDAB.

To date, eight states have enacted PDABs with four (CO, MD, MN, WA) having the authority to set UPLs (ME, NH, NJ, and OR enacted PDABs without UPLs). Colorado continues to be the furthest along in this process, conducting affordability review for five drugs in late 2023 and early 2024.

PDABs use criteria outlined in statute or rulemaking to identify drugs for evaluation and conduct affordability reviews of drugs that meet the criteria threshold. In states where PDABs have the authority to set UPLs, the boards may use the findings from their affordability reviews to select a specified number of drugs for which to set UPLs. Since many PDABs are in their nascency, there is no uniform approach to how states will operationalize UPLs if established. Thus, UPL implementation raises several key questions and considerations for stakeholders such as health plans, patients, providers, and manufacturers.

Research Methodology

Avalere sought to assess how health plans may view UPLs, including implementation considerations and impacts on providers and patients (e.g., plan benefit design). To this end, interviewed staff at regional and national health plans operating in Colorado and other states with UPLs. Between December 2023 and January 2024, Avalere conducted six double-blinded interviews with health plan representatives who (1) had current or recent experience in prescription drug benefit design and (2) were able to speak to their organization’s perception of UPLs and preparedness for implementation. Interviewees’ areas of expertise spanned pharmacy and medical benefit management, pharmacy & therapeutics committees, plan rebating, and patient support and access services remits. Scripted interview questions focused on the implementation and implications of UPLs, including payers’ view of potential drug coverage and access changes.

Interview Findings

Payer Perceptions of UPL Implementation and Impact : Payers were asked what preparation their respective employers were currently taking in advance of UPL implementation at the state level. All interviewees disclosed that their organizations have not fully contemplated potential downstream issues with PDABs and subsequent UPL implementation. They widely acknowledged that Colorado is the furthest along in its UPL process and that the implementation timeline is being tracked, but that they are not yet actively preparing for a UPL.  Most payers stated that the actual implementation of a UPL in Colorado will likely take more than a year.

Shifts in Plan Benefit Design : With the introduction of a UPL for selected drugs, some stakeholders have questioned whether plans would respond with benefit design changes for drugs in UPL-affected therapeutic classes. When asked about the potential for these benefit design changes, all interviewees agreed that UPL-affected drugs or their competitors in the therapeutic class could see greater utilization management (e.g., step therapy, prior authorization), depending on how manufacturers respond to supply chain changes, rebating, and UPL implementation.

In addition, five of six interviewees indicated that they expect formulary adjustments, such as moving selected drugs and therapeutic alternatives to different tiers. Such changes can affect beneficiary cost sharing. The five interviewees did not anticipate changes to benefit parameters that apply broadly to medical and prescription benefits, such as changes to deductibles or out-of-pocket maximums. According to these payers, plan responses will be determined by where the UPL is established and competition among the drug’s therapeutic class.

Provider and Manufacturer Considerations : When asked about the potential impact to provider acquisition and reimbursement for UPL drugs, most payer interviewees indicated they based commercial provider reimbursement on average sales price (ASP), and if a drug were to become subject to a UPL, then providers may experience challenges acquiring the product. Interviewees elaborated that provider reimbursement based on a selected drug’s UPL may not be adequate relative to their acquisition costs. One payer noted, however, that the drugs most likely impacted by UPLs are self-administered and thus not reimbursed based on ASP. Another payer indicated that UPLs may have significant effects on stakeholders, including pharmacists and pharmacy benefit managers, but it will depend on how states effectuate the limits.

Payers were split when asked if UPLs would impact manufacturer contracting and rebating. Half of the payers expressed that a UPL-affected drug’s formulary placement could change a competitor’s rebates and in turn shift plan preferences over time, while the other half indicated they would not.

This early research indicates that there are many unknowns related to how states will implement UPLs and how payers would respond. States implementing and considering PDABs with UPL authority may contend with potential impacts on plan benefit design, patient cost sharing, and provider reimbursement as they proceed with implementation.

Funding for this research was provided by the Partnership to Fight Chronic Disease. Avalere retained full editorial control.

  • Kate Sikora Associate Principal
  • Luke Frazier Consultant I
  • Lisa Joldersma Strategic Advisor

Federal and State Healthcare Policy Consulting

Regulatory strategy and policy, avalere state policy 360™, privacy overview.

Read our research on: Abortion | International Conflict | Election 2024

Regions & Countries

Americans’ use of chatgpt is ticking up, but few trust its election information.

It’s been more than a year since ChatGPT’s public debut set the tech world abuzz . And Americans’ use of the chatbot is ticking up: 23% of U.S. adults say they have ever used it, according to a Pew Research Center survey conducted in February, up from 18% in July 2023.

The February survey also asked Americans about several ways they might use ChatGPT, including for workplace tasks, for learning and for fun. While growing shares of Americans are using the chatbot for these purposes, the public is more wary than not of what the chatbot might tell them about the 2024 U.S. presidential election. About four-in-ten adults have not too much or no trust in the election information that comes from ChatGPT. By comparison, just 2% have a great deal or quite a bit of trust.

Pew Research Center conducted this study to understand Americans’ use of ChatGPT and their attitudes about the chatbot. For this analysis, we surveyed 10,133 U.S. adults from Feb. 7 to Feb. 11, 2024.

Everyone who took part in the survey is a member of the Center’s American Trends Panel (ATP), an online survey panel that is recruited through national, random sampling of residential addresses. This way, nearly all U.S. adults have a chance of selection. The survey is weighted to be representative of the U.S. adult population by gender, race, ethnicity, partisan affiliation, education and other categories. Read more about the ATP’s methodology .

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

Below we’ll look more closely at:

  • Which U.S. adults have used ChatGPT
  • How Americans are using it
  • How much Americans trust ChatGPT’s election information

Who has used ChatGPT?

A line chart showing that chatGPT use has ticked up since July, particularly among younger adults.

Most Americans still haven’t used the chatbot, despite the uptick since our July 2023 survey on this topic . But some groups remain far more likely to have used it than others.

Differences by age

Adults under 30 stand out: 43% of these young adults have used ChatGPT, up 10 percentage points since last summer. Use of the chatbot is also up slightly among those ages 30 to 49 and 50 to 64. Still, these groups remain less likely than their younger peers to have used the technology. Just 6% of Americans 65 and up have used ChatGPT.

Differences by education

Highly educated adults are most likely to have used ChatGPT: 37% of those with a postgraduate or other advanced degree have done so, up 8 points since July 2023. This group is more likely to have used ChatGPT than those with a bachelor’s degree only (29%), some college experience (23%) or a high school diploma or less (12%).

How have Americans used ChatGPT?

Since March 2023, we’ve also tracked three potential reasons Americans might use ChatGPT: for work, to learn something new or for entertainment.

Line charts showing that the share of employed Americans who have used ChatGPT for work has risen by double digits in the past year.

The share of employed Americans who have used ChatGPT on the job increased from 8% in March 2023 to 20% in February 2024, including an 8-point increase since July.

Turning to U.S. adults overall, about one-in-five have used ChatGPT to learn something new (17%) or for entertainment (17%). These shares have increased from about one-in-ten in March 2023.

Line charts showing that about a third of employed Americans under 30 have now used ChatGPT for work.

Use of ChatGPT for work, learning or entertainment has largely risen across age groups over the past year. Still, there are striking differences between these groups (those 18 to 29, 30 to 49, and 50 and older).

For example, about three-in-ten employed adults under 30 (31%) say they have used it for tasks at work – up 19 points from a year ago, with much of that increase happening since July. These younger workers are more likely than their older peers to have used ChatGPT in this way.

Adults under 30 also stand out in using the chatbot for learning. And when it comes to entertainment, those under 50 are more likely than older adults to use ChatGPT for this purpose.

A third of employed Americans with a postgraduate degree have used ChatGPT for work, compared with smaller shares of workers who have a bachelor’s degree only (25%), some college (19%) or a high school diploma or less (8%).

Those shares have each roughly tripled since March 2023 for workers with a postgraduate degree, bachelor’s degree or some college. Among workers with a high school diploma or less, use is statistically unchanged from a year ago.

Using ChatGPT for other purposes also varies by education level, though the patterns are slightly different. For example, a quarter each of postgraduate and bachelor’s degree-holders have used ChatGPT for learning, compared with 16% of those with some college experience and 11% of those with a high school diploma or less education. Each of these shares is up from a year ago.

ChatGPT and the 2024 presidential election

With more people using ChatGPT, we also wanted to understand whether Americans trust the information they get from it, particularly in the context of U.S. politics.

A horizontal stacked bar chart showing that about 4 in 10 Americans don’t trust information about the election that comes from ChatGPT.

About four-in-ten Americans (38%) don’t trust the information that comes from ChatGPT about the 2024 U.S. presidential election – that is, they say they have not too much trust (18%) or no trust at all (20%).

A mere 2% have a great deal or quite a bit of trust, while 10% have some trust.

Another 15% aren’t sure, while 34% have not heard of ChatGPT.

Distrust far outweighs trust regardless of political party. About four-in-ten Republicans and Democrats alike (including those who lean toward each party) have not too much or no trust at all in ChatGPT’s election information.

Notably, however, very few Americans have actually used the chatbot to find information about the presidential election: Just 2% of adults say they have done so, including 2% of Democrats and Democratic-leaning independents and 1% of Republicans and GOP leaners.

These survey findings come amid growing national attention on chatbots and misinformation. Several tech companies have recently pledged to prevent the misuse of artificial intelligence – including chatbots – in this year’s election. But recent reports suggest chatbots themselves may provide misleading answers to election-related questions .

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

research findings and summary

Sign up for our weekly newsletter

Fresh data delivered Saturday mornings

Cases and Decisions

Gavel

National Labor Relations Board

Summary of nlrb decisions for week of march 18 -22, 2024.

The Summary of NLRB Decisions is provided for informational purposes only and is not intended to substitute for the opinions of the NLRB.  Inquiries should be directed to the Office of the Executive Secretary at 202‑273‑1940.

Summarized Board Decisions

Midwest Division—RMC, LLC, d/b/a Research Medical Center  ( 14-CA-278811, et al.; 373 NLRB No. 36 )  Kansas City, MO, March 20, 2024.

The Board adopted the Administrative Law Judge’s conclusion that the Respondent violated Section 8(a)(5) and (1)   by engaging in a series of unlawful actions towards the Service Employees International Union HCII, Missouri/Kansas Division (SEIU) after the tally of ballots from a decertification election showed that SEIU had lost a decertification election but prior to the Region’s certification of the election results, including withdrawing recognition from SEIU, refusing to bargain collectively with SEIU by failing and refusing to furnish it with requested information, and failing and refusing to continue in effect all the terms of its collective-bargaining agreement with SEIU, and violated Section 8(a)(1) by coercing employees by distributing flyers inaccurately notifying them that SEIU had been decertified and no longer represented them prior to the certification of the decertification election results.  The Board also adopted the judge’s finding that the Respondent violated Section 8(a)(5) and (1) by refusing to bargain collectively with the National Nurses Organizing Committee – Missouri & Kansas/NNU, AFL-CIO (NNOC) by refusing to meet and bargain with NNOC’s designated representatives for processing grievances.  In addition, the Board reversed the judge to find that the Respondent violated Section 8(a)(5) and (1) by failing and refusing to furnish responses to an additional SEIU information request because the judge should have ended her inquiry after correctly determining that the requested information was presumptively relevant, instead of improperly deciding a procedural timeliness issue, which should have been reserved for an arbitrator.

Charges filed by NNOC—Missouri & Kansas/NNU, AFL–CIO and Service Employees International Union HCII, Missouri/Kansas Division.  Administrative Law Judge Christine E. Dibble issued her decision on May 16, 2023.  Members Kaplan, Prouty, and Wilcox participated.

Jones Lang Lasalle Americas, Inc.  ( 20-CA-328308; 373 NLRB No. 37 )  San Francisco, CA, March 21, 2024.

The Board granted the General Counsel’s Motion for Summary Judgment in this test-of-certification case on the ground that the Respondent failed to raise any issues that were not, or could not have been, litigated in the underlying representation proceeding in which the Union was certified as the bargaining representative.  The Board found that the Respondent violated Section 8(a)(5) and (1) by failing and refusing to recognize and bargain with the Union.  The Board severed for further consideration the issue of whether the Board should adopt a compensatory, make whole remedy for the Respondent’s refusal to bargain.

Charge filed by International Union of Operating Engineers, Stationary Engineers, Local 39, AFL-CIO. Chairman McFerran and Members Kaplan and Prouty participated.

Unpublished Board Decisions in Representation and Unfair Labor Practice Cases

Ascension Seton, d/b/a Ascension Seton Medical Center Austin  ( 16-RC-329698 )  Austin, TX, March 21, 2024.  The Board denied the Employer’s Request for Review of the Regional Director’s Decision and Direction of Election, as it raised no substantial issues warranting review.  Petitioner—National Nurses Organizing Committee (NNOC)—Texas/National Nurses United (NNU).  Chairman McFerran and Members Prouty and Wilcox participated.

Reinhold Electric, Inc.  ( 14-CA-313291 )  St. Louis, MO, March 20, 2024.  The Board granted the Union’s unopposed motion requesting that the Board take administrative notice of a recently filed unfair labor practice charge and hold the Union’s previously filed special appeal in abeyance pending the results of the Region’s investigation of the aforementioned charge. Charge filed by International Brotherhood of Electrical Workers, Local 1.  Chairman McFerran and Members Prouty and Wilcox participated.

United States Postal Service  ( 07-CA-292942 )  Ann Arbor, MI, March 21, 2024.  The Board denied the General Counsel’s Request for Special Permission to Appeal the Administrative Law Judge’s ruling that denied its motion to amend the complaint.  The Board found that there was no need for interlocutory relief because the General Counsel’s motion was made shortly before the hearing was concluded and the record was closed but noted that its denial of permission to appeal was without prejudice to the General Counsel’s right to renew its objections before the Board on exceptions, if appropriate.  Charge filed by National Association of Letter Carriers (NALC), AFL-CIO. Members Kaplan, Prouty, and Wilcox participated.

United States Postal Service  ( 07-CA-299320, et al. )  Colon, MI, March 22, 2024.  The Board denied the General Counsel’s Request for Special Permission to Appeal the Administrative Law Judge’s evidentiary rulings that rejected several of the General Counsel’s exhibits.  The Board found that there was no need for interlocutory relief because the hearing had concluded and the record was closed but noted that its denial of permission to appeal was without prejudice to the General Counsel’s right to renew its objections before the Board on exceptions, if appropriate.  Charges filed by Southwest Michigan Area Local 143, American Postal Workers Union (APWU), AFL-CIO, Western Michigan Area Local 281, American Postal Workers Union (APWU), AFL-CIO and an individual.  Chairman McFerran and Members Prouty and Wilcox participated.

The Growing Stage – Theatre for Young Audiences, Inc.   ( 22-CA-286287 )  Netcong, NJ, March 22, 2024.  The Board denied the Respondent’s Motion to Dismiss the Complaint, finding that the Respondent had not demonstrated that the complaint fails to state a claim upon which relief can be granted and that it is entitled to judgment as a matter of law.  In addition, the Respondent failed to demonstrate that there are no genuine issues of material fact warranting a hearing and that it is entitled to judgment as a matter of law on the jurisdiction and timeliness issues raised in its motion.  The denial was without prejudice to the Respondent’s right to raise its claim that the Board lacks jurisdiction and its defense under Section 10(b) of the Act at appropriate times during the proceeding.  Charge filed by Actors Equity Association.  Chairman McFerran and Members Prouty and Wilcox participated.

International Foundation for Electoral Systems (IFES)  ( 05-CA-314152 and 05-CA-322080 )  Arlington, VA, March 22, 2024.  The Board denied the Respondent’s Motions to Dismiss the Consolidated Complaint, finding that the Respondent had not demonstrated that the consolidated complaint failed to state a claim upon which relief could be granted and that it was entitled to judgment as a matter of law.  Charges filed by Office and Professional Employees International Union Local 2, AFL-CIO a/w Office and Professional Employees International Union, AFL-CIO.  Chairman McFerran and Members Prouty and Wilcox participated.

Appellate Court Decisions

TK, LLC,  Board Case No. 10-CA-267762 (reported at 372 NLRB No. 60) (11th Cir. decided March 22, 2024).

In an unpublished opinion, the Court enforced the Board’s order that issued against this business that conducts pipefitting fabrication and installation out of its facility in Jefferson, Georgia, for unfair labor practices committed after it was hired by an electric battery manufacturer to perform pipefitting work at a new manufacturing facility.  In 2020, to help staff that work, the Employer signed a project labor agreement (PLA) to join an area-wide collective-bargaining agreement (CBA) between the Mechanical Contractors Association of Georgia and the Pipefitters Local 72, United Association of Journeymen and Apprentices of the Plumbing and Pipe Fitting Industry, AFL–CIO.

The Board (Chairman McFerran and Members Kaplan and Prouty) found that the Employer agreed to be bound to the CBA by signing the PLA, and had otherwise adopted the CBA by its conduct.  The Board concluded that, thereafter, the Employer violated Section 8(a)(5) and (1) when it terminated the PLA with the Union prior to its expiration, and took actions contrary to the CBA, including withdrawing recognition, discharging 5 union employees, and refusing to hire 13 other employees who were referred by the Union.  Further, the Board found that the Employer violated Section 8(a)(3) and (1) by discharging or refusing to hire those 18 discriminatees because of their union membership or referral.

On review, the Court held that the Board’s findings were supported by substantial evidence and consistent with law.  The Court recognized that “the core dispute” on appeal was whether the Employer, by entering the PLA, was bound to the terms of the CBA, which required participating employers to exclusively hire union workers.  Rejecting the Employer’s contention that by signing the PLA it never agreed to be bound by the CBA, the Court agreed with the Board’s conclusion by applying ordinary principles of contract interpretation and assessing the credited record evidence to hold that the parties did reach the requisite “meeting of the minds,” and that thus the Employer was bound to the terms of the CBA.  Further, the Court upheld the Board’s findings of discrimination, noting that conduct which discriminates solely on the basis of union status is so inherently destructive of employee interests that it may be deemed proscribed without need for proof of an underlying improper motive.

The Court’s opinion is here .

Administrative Law Judge Decisions

Beatrice Loving Heart and Healthcare Agency  ( 05-CA-301128; JD-17-24 )  Washington, DC.  Administrative Law Judge Arthur J. Amchan issued his decision on March 21, 2024.  Charge filed by an individual.

Kroger Limited Partnership, d/b/a Kroger Delta Division  ( 15-CA-280676 and 15-CA-315052; JD-18-24 )  New Orleans, LA. Administrative Law Judge Sarah Karpinen issued her decision on March 21, 2024.  Charges filed by United Food and Commercial Workers Local 2008.

The Boeing Company  ( 19-CA-272489; JD(SF)-10-24 )  Renton, WA.  Administrative Law Judge Gerald M. Etchingham issued his decision on March 22, 2024. Charge filed by Society of Professional Engineering Employees in Aerospace, a/w International Federation of Professional and Technical Engineers, Local 2001.

To have the NLRB’s Weekly Summary of Cases delivered to your inbox each week, please subscribe here .

IMAGES

  1. Summary of the Findings, Conclusion and Recommendation

    research findings and summary

  2. (DOC) red0;CHAPTER 5 SUMMARY OF FINDINGS, CONCLUSIONS AND

    research findings and summary

  3. 😎 Chapter 5 of research paper. Writing the Discussion and

    research findings and summary

  4. Research Summary

    research findings and summary

  5. PPT

    research findings and summary

  6. (PDF) Summary of Findings, Conclusions and Suggestions

    research findings and summary

VIDEO

  1. How to Write Chapter 5

  2. How to write Chapter 5

  3. CHAPTER 5

  4. CHAPTER 3 SUMMARY OF FINDINGS, CONCLUSION AND RECOMMENDATIONS

  5. How to write the results (findings) and Discussion (Analysis) sections of your dissertation

  6. How to write summary of a research paper l step by step guide l explanation

COMMENTS

  1. How To Write A Research Summary

    A research summary is a brief yet concise version of the research paper for a targeted audience. Read more to find out about structure of a research summary, tips to write a good research summary, and common mistakes to write a research summary. ... Additionally, there needs to be a short but thorough explanation of how the findings of the ...

  2. Research Summary

    Research Summary. Definition: A research summary is a brief and concise overview of a research project or study that highlights its key findings, main points, and conclusions. It typically includes a description of the research problem, the research methods used, the results obtained, and the implications or significance of the findings.

  3. How to Write a Summary

    Table of contents. When to write a summary. Step 1: Read the text. Step 2: Break the text down into sections. Step 3: Identify the key points in each section. Step 4: Write the summary. Step 5: Check the summary against the article. Other interesting articles. Frequently asked questions about summarizing.

  4. PDF How to Summarize a Research Article

    A research article usually has seven major sections: Title, Abstract, Introduction, Method, Results, Discussion, and References. The first thing you should do is to decide why you need to summarize the article. If the purpose of the summary is to take notes to later remind yourself about the article you may want to write a longer summary ...

  5. Research Summary: What is it & how to write one

    A research summary is a piece of writing that summarizes your research on a specific topic. Its primary goal is to offer the reader a detailed overview of the study with the key findings. A research summary generally contains the article's structure in which it is written. You must know the goal of your analysis before you launch a project.

  6. Research Findings

    Qualitative Findings. Qualitative research is an exploratory research method used to understand the complexities of human behavior and experiences. Qualitative findings are non-numerical and descriptive data that describe the meaning and interpretation of the data collected. Examples of qualitative findings include quotes from participants ...

  7. Research Summary: What Is It & How To Write One

    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 ...

  8. Research Paper Summary: How to Write a Summary of a Research ...

    A summary must be coherent and cogent and should make sense as a stand-alone piece of writing. It is typically 5% to 10% of the length of the original paper; however, the length depends on the length and complexity of the article and the purpose of the summary. Accordingly, a summary can be several paragraphs or pages, a single paragraph, or ...

  9. Writing a Research Paper Conclusion

    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

  10. How to Write a Research Paper Summary

    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.

  11. Research Summary- Structure, Examples, and Writing tips

    Research Summary Example 2. Below is another sample sketch, also from an imaginary article. Title - "The frequency of extreme weather events in US in 2000-2008 as compared to the '50s". Introduction - Weather events bring immense material damage and cause human victims.

  12. How to Write a Lay Summary: 10 Tips for Researchers

    A lay summary that describes and communicates your research findings in a clear, simple way leaves little room for misrepresentation. Improve engagement: A succinct lay summary makes research findings easier to understand and highlights its significance. This means that audiences can engage more actively with your work, leading to an increase ...

  13. A Complete Guide to Writing a Research Summary

    A research summary is a short, concise summary of an academic research paper. It is often used to summarize the results of an experiment, summarize the major findings and conclusions, and provide a brief overview of the methods and procedures used in the study.

  14. PDF Writing high-level summaries of your research

    What is a research summary? A research summary communicates policy-relevant research findings and other evidence-based information and conclusions to policymakers in clear, non-academic language. They may also provide a series of recommendations, based on research findings, to address a particular policy issue. Questions to ask yourself before ...

  15. Draft the Summary of Findings

    Draft Introduction for Summary of Findings: In the introduction for the Summary of Findings, assert that you have answered your research questions. At a minimum you would tell the reader how many findings emerged and describe them in a sentence each. Most important is the findings you present in chapter 5 reflect and match what is significant ...

  16. How to Write a Results Section

    Checklist: Research results 0 / 7. I have completed my data collection and analyzed the results. I have included all results that are relevant to my research questions. I have concisely and objectively reported each result, including relevant descriptive statistics and inferential statistics. I have stated whether each hypothesis was supported ...

  17. Executive Summary

    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. ... key findings, and recommended courses of action. This will better prepare you for how to organize and summarize the study ...

  18. What is a research summary: Definition, steps & tips

    A research summary is basically the summary of a research paper that is done in a structured way. A good research summary starts with proper style and organization. When you start writing a good research summary with the findings of the research study, you should read the article again and move on with a clear plan.

  19. A Guide to Writing a Research Summary: Steps, Structure, and Tips

    A research summary or a research article comprehensively covers a topic. It is a brief overview of a study typically from a peer-reviewed journal. Many universities and colleges give such assignments and assess the students' performance based on how they interpret the scientific knowledge and data presented in the written academic article. If ...

  20. How to Write the Results/Findings Section in Research

    Following this overall summary, the relevant data in the tables is broken down into greater detail in text form in the Results section. "Results on the bio-accumulation of cadmium were found to be the highest (17.5 mg kgG1) in the bulb, when the concentration of cadmium in the solution was 1×10G2 M and lowest (0.11 mg kgG1) in the leaves when the concentration was 1×10G3 M."

  21. Article Summarizer

    Scholarcy's AI summarization tool is designed to generate accurate, reliable article summaries. Our summarizer tool is trained to identify key terms, claims, and findings in academic papers. These insights are turned into digestible Summary Flashcards. Scroll in the box below to see the magic ⤸. The knowledge extraction and summarization ...

  22. (PDF) Basics of Summarizing Research Findings

    Author content. Content may be subject to copyright. Basics of Summarizing Research Findings. Muhammad Usman Tariq. COMSATS Institute of Information Technology, Islamabad. Email: usmankazi100 ...

  23. Looking forward: Making better use of research findings

    Implementing knowledge. Research findings can influence decisions at many levels—in caring for individual patients, in developing practice guidelines, in commissioning health care, in developing prevention and health promotion strategies, in developing policy, in designing educational programmes, and in performing clinical audit—but only if clinicians know how to translate knowledge into ...

  24. Scientific Consensus

    Scientific Consensus. Temperature data showing rapid warming in the past few decades, the latest data going up through 2023. According to NASA, Earth's average surface temperature in 2023 was the warmest on record since recordkeeping began in 1880, continuing a long-term trend of rising global temperatures. On top of that, the 10 most recent ...

  25. What is the Value of 'Women's Work'? Humphrey School Researchers Find

    The research team analyzed data from a variety of sources, including the American Community Survey, the American Time Use Survey, and election data from the State of Minnesota, to more closely examine Minnesota trends in the gender wage gap, the value of unpaid carework, and gender and racial parity among elected officials.Here is a summary of ...

  26. Research Explores Health Plan Perceptions of PDABs and UPLs

    Avalere sought to assess how health plans may view UPLs, including implementation considerations and impacts on providers and patients (e.g., plan benefit design). To this end, interviewed staff at regional and national health plans operating in Colorado and other states with UPLs. Between December 2023 and January 2024, Avalere conducted six ...

  27. Common artificial sweetener may cause DNA damage, cancer

    New research suggests that sucralose-6-acetate, a chemical found in artificial sweeteners, is "genotoxic," meaning it could cause DNA damage. The study findings show that sucralose harms gut ...

  28. Best Online Therapy Services We Tried In 2024

    Research also shows that cognitive behavioral therapy (CBT) may be just as effective online as it is in person, but further studies are needed Ruwaard J, Lange A, Schrieken B, Dolan CV, Emmelkamp ...

  29. Americans increasingly using ChatGPT, but few ...

    These survey findings come amid growing national attention on chatbots and misinformation. Several tech companies have recently pledged to prevent the misuse of artificial intelligence - including chatbots - in this year's election. But recent reports suggest chatbots themselves may provide misleading answers to election-related questions.

  30. Summary of NLRB Decisions for Week of March 18 -22, 2024

    The Summary of NLRB Decisions is provided for informational purposes only and is not intended to substitute for the opinions of the NLRB. Inquiries should be directed to the Office of the Executive Secretary at 202‑273‑1940. Summarized Board Decisions Midwest Division—RMC, LLC, d/b/a Research Medical Center (14-CA-278811, et al.; 373 NLRB No. 36) Kansas City, MO, March 20, 2024.