reading research papers for fun

How (and Why) to Read Academic Journals for Fun

Katie Moench

Katie Moench is a librarian, runner, and lover of baked goods. A school librarian in the Upper Midwest, Katie lives with her husband and dog and spends her free time drinking coffee, trying new recipes, and adding to her TBR.

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Academic journals are fonts of information about topics from commonplace to obscure. As a format, they offer a place for scholars in a particular field to share their research, respond to new advances in their line of study, and discuss and analyze the work of others. For researchers, these periodicals are vital in publicizing their work and for staying abreast of the work of others in their field of study.

Most journals, assuming they are legitimate and well-reviewed by peers , are generally seen as intensely intellectual and mainly circulate to others with an academic interest in what is being published therein. Additionally, some journals or specific articles are either behind individual paywalls or require access to a database such as JSTOR to view the full text. This means that, unlike many other texts, these papers may not circulate at your average public library or be available for online browsing. However, that doesn’t mean that academic journals don’t have something to offer to the casual reader. With a little digging, readers can find academic journals that are entertaining, enlightening, and fascinating.

While many people may not regularly read research papers, it is vital to understand the role research plays in our lives. While it’s great to read academic journals for fun, it’s also important to understand how to access and break down the information they contain because it can be vital to understanding political, scientific, and other decisions that drive our world.

Academic journal articles are a window into what other human beings are passionate about and what could be cooler than that? Seeing the enthusiasm someone brings to their life’s work is amazing, and academic articles may be packed full of figures and appendices, but they also represent the hours of hard work that went into that research. Reading academic journals for fun allows readers to glimpse the subjects other people are passionate about and, maybe, to find new interests of their own to further explore.

Strategies for Reading

If you haven’t spent a lot of time in the world of academic journals, it can be intimidating to start. One way to start is by familiarizing yourself with strategies for understanding the structure of academic articles and how to glean information from them.

First, take a look at this guide from the University of Northern Iowa that contains tips and videos to help you get a sense of how research articles are structured and how to read them. Then, you can dive in further with this guide which also has suggestions for finding academic articles and for organizing your research, and this resource from Brown University which covers some of the commonly used terms you’ll see in articles’ formatting. There’s even this short article (complete with references!) that tells you how to read articles and presents research on the process used.

Once you’ve found an article you’re interested in, you want to delve further into the specific type of research you’re interested in. For example, if you’re interested in scientific research, check out these quotes from scientists on how they read academic journals and this guide to reading scientific research articles for non-scientists. One of the best practices, for any type of academic journal, is to remember that, unlike books, these articles do not necessarily have to be read from beginning to end .

Be aware that some journals may not be entirely above board in the articles they accept or their peer-review practices. You can keep up on retractions at this site .

Sources to Get You Started

Ready to start reading academic journals for fun? Unless you work at a university or other research institute with database access, you might find a paywall in front of many articles. Below are some ways to access academic articles for free:

• Open Access Journals — Open access journals are academic journals that are free to access and cover their costs in other ways than charging reader fees. These range from interdisciplinary journals to repositories of journals on a particular subject. Some good places to start looking for peer-reviewed, open-access journal articles include the Education Resources Information Center (ERIC), SSRN (multi-disciplinary research network), Science Open , and the CORE network.
• Public Library or State Databases — As always, ask a librarian! Your public library card may get you access to research databases that are behind a paywall or membership login. Some states also have database access for K-12 students, such as the Badgerlink network in Wisconsin.
• JSTOR and JSTOR Daily — JSTOR is a repository for scholarly articles and you can search specifically for open-access documents there by signing up for a free personal account . Once you’ve done that, your search will default to articles you can access and you can view up to a hundred articles per 30-day cycle. JSTOR Daily highlights the free resources JSTOR has, as well as its Open Community Collections, which are available for anyone to browse. (Disclosure: This author also writes for JSTOR Daily.)
• Google Scholar — While there are debates about the quality of academic articles on Google Scholar, it can be a good place to start your research!

If you want to continue researching, be sure to check out our guide to academic libraries for everyone and this piece on how to do your own research .

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• Our Mission

The Benefits of Reading for Fun

There’s a powerful academic impact, new research reveals, when students are voracious, voluntary readers.

Mrs. Mason was “the perfect reading ambassador,” said Sandra Martin-Chang, recalling an early reading role model, her high school English and drama teacher. “She encouraged me to read excellent books with great storylines. We read The Handmaid’s Tale , and it was fabulous.… We’d envision it first and then think about how to enact it and bring it to life.”

Now a professor of education at Concordia University, Martin-Chang studies how reading storybooks and novels influences cognitive development.

In a new study published in Reading and Writing , she and her colleagues found significant differences between students who read for pleasure outside of class—immersing themselves in fantasy novels or spy thrillers, for example—and those who primarily read books to satisfy school assignments. Not only was there a powerful link between reading for fun and stronger language skills, but students who disliked reading frequently attributed their negative outlook to experiences they had in classrooms. Too much emphasis on analyzing the compositional nuts and bolts of texts and reading merely to absorb information came at a psychological cost, the researchers found, as students disengaged from voluntary reading.

In the study, Martin-Chang and her colleagues surveyed 200 university undergraduates, asking them about their reading interests, how often they read for pleasure, what motivated them, and what experiences helped shape their attitudes toward reading. They were also asked to identify authors they had read in the past—a proxy for measuring how many books they had read. The young adults then took a series of tests to gauge their reading ability.

“We found that often children’s experience in elementary school is far more positive, and then it drops in high school,” said Martin-Chang. While children in kindergarten and early elementary school tend to read storybooks as they develop their reading skills—often sharing the experience with an adult—by high school, the nature of reading changes as students are expected to read a steady diet of more challenging, information-rich texts. Somewhere during that transition, a love of reading seems to fade.

In the study, 35 percent of students pinpointed a specific reason: They didn’t enjoy reading because “being asked to analyze books in high school made it less pleasurable.”

But analyzing the elements of good writing—how persuasion works, how figurative language can elevate texts—is essential to teaching kids the full range of their expressive potential, and Martin-Chang isn’t suggesting that we read only for fun. “Competence is very, very important. We can’t skip straight to books children love without teaching them how to do it right,” she said. She likens reading to eating a well-balanced diet: “The people who say chocolate is good for you don’t recommend eating it to the exclusion of all other things.” Focusing primarily on analyzing texts and gathering information—a shift that tends to occur in middle and high school—can send the signal that reading is merely a utilitarian undertaking, robbing it of its powerful connection to human imagination, passion, and creativity, making it a lot less desirable.

We need to take reading for fun as seriously as we take academic reading, if we’re going to sustain voluntary reading through middle school and high school, and into adulthood.

Expand Their Options

For Martin-Chang, reading for pleasure isn’t a diversion from rigorous academics—it’s a gratifying form of cognitive exercise, one that is both enjoyable and intellectually beneficial.

“We don’t just want kids exercising in gym class, we want them to continue to exercise when they get home,” said Martin-Chang. “So it’s the same with reading. In school, we want to show them a range of things that hopefully they’ll pick up, go home, and continue to do on their own time.”

Even light reading provides a host of benefits, increasing verbal and creative skills, nourishing our capacity for empathy, and even reducing prejudice against stigmatized groups—all skills that are developed as readers become accustomed to inhabiting unfamiliar worlds, seeing things from new perspectives, and contemplating how a chain of events can lead to unforeseen outcomes.

Yet reading for fun—particularly the kinds of books that aren’t part of classical literature or that don’t carry literary prestige—is often considered less useful. “It’s a false dichotomy,” said Martin-Chang. “People feel like we either let the kids be creative, do what they want, and we give them choice, or we get serious about things and they excel and they’re a good student. It’s serious or it’s fun. And that dichotomy is completely misguided.”

That’s why providing students with a rich and varied reading diet can make a difference. “Offer more choice,” said Martin-Chang. Introduce students to Romeo and Juliet , but give them the option to read The Fault in Our Stars as well; let them read comic books and manga, sports writing and plays, sci-fi and horror novels. In other words, it seems clear that if we want students to build literacy skills, it’s better for them to consume dozens of texts that they love, connect with, or feel inspired by, instead of grudgingly reading one because it’s assigned.

While children’s literacy skill development begins at home, teachers play a profoundly important part in encouraging students to love reading, a point that Martin-Chang makes clear when she’s training preservice teachers.

“People will either talk about teachers that loved reading, encouraged them as readers and really lit a fire, or they’ll talk about teachers who did the exact opposite,” said Martin-Chang. “They'll talk about teachers that took something that was once pleasurable and diminished it, or they’ll talk about teachers that didn’t seem to like reading themselves, or made them feel like less of a reader.”

In the study, Martin-Chang points to research on preservice teachers showing that “over half reported receiving little to no enjoyment from reading.” The teachers often attributed their disinterest to experiences they had in school, a finding that Martin-Chang and her colleagues called “especially concerning,” alluding to the cyclical nature of reading habits. “Teachers carry immense power in influencing students’ attitudes toward reading,” the researchers concluded.

So part of Martin-Chang’s mission is to convince teachers—and everyone else—that there’s tremendous value in giving students more choice in what they read, including books that may appear to be self-indulgent or have little intellectual merit.

In the classroom, said Martin-Chang, model a love of reading—go beyond grammar and meaning and inhabit the narrative worlds on the page. Emphasize choice, and give students opportunities to read and share during class time. Teachers have shared their own strategies to promote choice: Expand your classroom library beyond the traditional literary canon, and make sure it includes books that reflect students’ backgrounds, cultures, experiences, and passions . Offer plenty of ungraded ways for them to think about their reading: To ensure that they do the reading without the pressure of grades, pair kids up as reading accountability partners ; to enliven and dramatize books, let them act out scenes ; to build a thriving community of readers, set up book clubs or book tastings . Avoid rote or mechanical exercises like reading logs , which can create the impression that reading is a chore to be completed and then quickly set aside.

And if books aren’t normally a part of your curriculum, you can still show an interest in what your students are reading by making connections to a lesson. Start a science experiment by referencing Harry Potter , for example, or use dystopian novels to discuss totalitarianism, propaganda, or human rights.

“It’s important to teach children how to read,” said Martin-Chang. “And once we do that, we need to make it worthwhile. We’ve got to give them a reason. We’ve got to give them a view once they climb that mountain.”

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Open Access

Ten simple rules for reading a scientific paper

* E-mail: [email protected]

Affiliation Division of Infectious Diseases and International Health, Department of Medicine, University of Virginia School of Medicine, Charlottesville, Virginia, United States of America

• Maureen A. Carey, 
• Kevin L. Steiner, 
• William A. Petri Jr

Published: July 30, 2020

• https://doi.org/10.1371/journal.pcbi.1008032
• Reader Comments

Citation: Carey MA, Steiner KL, Petri WA Jr (2020) Ten simple rules for reading a scientific paper. PLoS Comput Biol 16(7): e1008032. https://doi.org/10.1371/journal.pcbi.1008032

Editor: Scott Markel, Dassault Systemes BIOVIA, UNITED STATES

Copyright: © 2020 Carey et al. This is an open access article distributed under the terms of the Creative Commons Attribution License , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

Funding: MAC was supported by the PhRMA Foundation's Postdoctoral Fellowship in Translational Medicine and Therapeutics and the University of Virginia's Engineering-in-Medicine seed grant, and KLS was supported by the NIH T32 Global Biothreats Training Program at the University of Virginia (AI055432). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.

Competing interests: The authors have declared that no competing interests exist.

Introduction

“There is no problem that a library card can't solve” according to author Eleanor Brown [ 1 ]. This advice is sound, probably for both life and science, but even the best tool (like the library) is most effective when accompanied by instructions and a basic understanding of how and when to use it.

For many budding scientists, the first day in a new lab setting often involves a stack of papers, an email full of links to pertinent articles, or some promise of a richer understanding so long as one reads enough of the scientific literature. However, the purpose and approach to reading a scientific article is unlike that of reading a news story, novel, or even a textbook and can initially seem unapproachable. Having good habits for reading scientific literature is key to setting oneself up for success, identifying new research questions, and filling in the gaps in one’s current understanding; developing these good habits is the first crucial step.

Advice typically centers around two main tips: read actively and read often. However, active reading, or reading with an intent to understand, is both a learned skill and a level of effort. Although there is no one best way to do this, we present 10 simple rules, relevant to novices and seasoned scientists alike, to teach our strategy for active reading based on our experience as readers and as mentors of undergraduate and graduate researchers, medical students, fellows, and early career faculty. Rules 1–5 are big picture recommendations. Rules 6–8 relate to philosophy of reading. Rules 9–10 guide the “now what?” questions one should ask after reading and how to integrate what was learned into one’s own science.

Rule 1: Pick your reading goal

What you want to get out of an article should influence your approach to reading it. Table 1 includes a handful of example intentions and how you might prioritize different parts of the same article differently based on your goals as a reader.

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https://doi.org/10.1371/journal.pcbi.1008032.t001

Rule 2: Understand the author’s goal

In written communication, the reader and the writer are equally important. Both influence the final outcome: in this case, your scientific understanding! After identifying your goal, think about the author’s goal for sharing this project. This will help you interpret the data and understand the author’s interpretation of the data. However, this requires some understanding of who the author(s) are (e.g., what are their scientific interests?), the scientific field in which they work (e.g., what techniques are available in this field?), and how this paper fits into the author’s research (e.g., is this work building on an author’s longstanding project or controversial idea?). This information may be hard to glean without experience and a history of reading. But don’t let this be a discouragement to starting the process; it is by the act of reading that this experience is gained!

A good step toward understanding the goal of the author(s) is to ask yourself: What kind of article is this? Journals publish different types of articles, including methods, review, commentary, resources, and research articles as well as other types that are specific to a particular journal or groups of journals. These article types have different formatting requirements and expectations for content. Knowing the article type will help guide your evaluation of the information presented. Is the article a methods paper, presenting a new technique? Is the article a review article, intended to summarize a field or problem? Is it a commentary, intended to take a stand on a controversy or give a big picture perspective on a problem? Is it a resource article, presenting a new tool or data set for others to use? Is it a research article, written to present new data and the authors’ interpretation of those data? The type of paper, and its intended purpose, will get you on your way to understanding the author’s goal.

Rule 3: Ask six questions

When reading, ask yourself: (1) What do the author(s) want to know (motivation)? (2) What did they do (approach/methods)? (3) Why was it done that way (context within the field)? (4) What do the results show (figures and data tables)? (5) How did the author(s) interpret the results (interpretation/discussion)? (6) What should be done next? (Regarding this last question, the author(s) may provide some suggestions in the discussion, but the key is to ask yourself what you think should come next.)

Each of these questions can and should be asked about the complete work as well as each table, figure, or experiment within the paper. Early on, it can take a long time to read one article front to back, and this can be intimidating. Break down your understanding of each section of the work with these questions to make the effort more manageable.

Rule 4: Unpack each figure and table

Scientists write original research papers primarily to present new data that may change or reinforce the collective knowledge of a field. Therefore, the most important parts of this type of scientific paper are the data. Some people like to scrutinize the figures and tables (including legends) before reading any of the “main text”: because all of the important information should be obtained through the data. Others prefer to read through the results section while sequentially examining the figures and tables as they are addressed in the text. There is no correct or incorrect approach: Try both to see what works best for you. The key is making sure that one understands the presented data and how it was obtained.

For each figure, work to understand each x- and y-axes, color scheme, statistical approach (if one was used), and why the particular plotting approach was used. For each table, identify what experimental groups and variables are presented. Identify what is shown and how the data were collected. This is typically summarized in the legend or caption but often requires digging deeper into the methods: Do not be afraid to refer back to the methods section frequently to ensure a full understanding of how the presented data were obtained. Again, ask the questions in Rule 3 for each figure or panel and conclude with articulating the “take home” message.

Rule 5: Understand the formatting intentions

Just like the overall intent of the article (discussed in Rule 2), the intent of each section within a research article can guide your interpretation. Some sections are intended to be written as objective descriptions of the data (i.e., the Results section), whereas other sections are intended to present the author’s interpretation of the data. Remember though that even “objective” sections are written by and, therefore, influenced by the authors interpretations. Check out Table 2 to understand the intent of each section of a research article. When reading a specific paper, you can also refer to the journal’s website to understand the formatting intentions. The “For Authors” section of a website will have some nitty gritty information that is less relevant for the reader (like word counts) but will also summarize what the journal editors expect in each section. This will help to familiarize you with the goal of each article section.

https://doi.org/10.1371/journal.pcbi.1008032.t002

Rule 6: Be critical

Published papers are not truths etched in stone. Published papers in high impact journals are not truths etched in stone. Published papers by bigwigs in the field are not truths etched in stone. Published papers that seem to agree with your own hypothesis or data are not etched in stone. Published papers that seem to refute your hypothesis or data are not etched in stone.

Science is a never-ending work in progress, and it is essential that the reader pushes back against the author’s interpretation to test the strength of their conclusions. Everyone has their own perspective and may interpret the same data in different ways. Mistakes are sometimes published, but more often these apparent errors are due to other factors such as limitations of a methodology and other limits to generalizability (selection bias, unaddressed, or unappreciated confounders). When reading a paper, it is important to consider if these factors are pertinent.

Critical thinking is a tough skill to learn but ultimately boils down to evaluating data while minimizing biases. Ask yourself: Are there other, equally likely, explanations for what is observed? In addition to paying close attention to potential biases of the study or author(s), a reader should also be alert to one’s own preceding perspective (and biases). Take time to ask oneself: Do I find this paper compelling because it affirms something I already think (or wish) is true? Or am I discounting their findings because it differs from what I expect or from my own work?

The phenomenon of a self-fulfilling prophecy, or expectancy, is well studied in the psychology literature [ 2 ] and is why many studies are conducted in a “blinded” manner [ 3 ]. It refers to the idea that a person may assume something to be true and their resultant behavior aligns to make it true. In other words, as humans and scientists, we often find exactly what we are looking for. A scientist may only test their hypotheses and fail to evaluate alternative hypotheses; perhaps, a scientist may not be aware of alternative, less biased ways to test her or his hypothesis that are typically used in different fields. Individuals with different life, academic, and work experiences may think of several alternative hypotheses, all equally supported by the data.

Rule 7: Be kind

The author(s) are human too. So, whenever possible, give them the benefit of the doubt. An author may write a phrase differently than you would, forcing you to reread the sentence to understand it. Someone in your field may neglect to cite your paper because of a reference count limit. A figure panel may be misreferenced as Supplemental Fig 3E when it is obviously Supplemental Fig 4E. While these things may be frustrating, none are an indication that the quality of work is poor. Try to avoid letting these minor things influence your evaluation and interpretation of the work.

Similarly, if you intend to share your critique with others, be extra kind. An author (especially the lead author) may invest years of their time into a single paper. Hearing a kindly phrased critique can be difficult but constructive. Hearing a rude, brusque, or mean-spirited critique can be heartbreaking, especially for young scientists or those seeking to establish their place within a field and who may worry that they do not belong.

Rule 8: Be ready to go the extra mile

To truly understand a scientific work, you often will need to look up a term, dig into the supplemental materials, or read one or more of the cited references. This process takes time. Some advisors recommend reading an article three times: The first time, simply read without the pressure of understanding or critiquing the work. For the second time, aim to understand the paper. For the third read through, take notes.

Some people engage with a paper by printing it out and writing all over it. The reader might write question marks in the margins to mark parts (s)he wants to return to, circle unfamiliar terms (and then actually look them up!), highlight or underline important statements, and draw arrows linking figures and the corresponding interpretation in the discussion. Not everyone needs a paper copy to engage in the reading process but, whatever your version of “printing it out” is, do it.

Rule 9: Talk about it

Talking about an article in a journal club or more informal environment forces active reading and participation with the material. Studies show that teaching is one of the best ways to learn and that teachers learn the material even better as the teaching task becomes more complex [ 4 – 5 ]; anecdotally, such observations inspired the phrase “to teach is to learn twice.”

Beyond formal settings such as journal clubs, lab meetings, and academic classes, discuss papers with your peers, mentors, and colleagues in person or electronically. Twitter and other social media platforms have become excellent resources for discussing papers with other scientists, the public or your nonscientist friends, or even the paper’s author(s). Describing a paper can be done at multiple levels and your description can contain all of the scientific details, only the big picture summary, or perhaps the implications for the average person in your community. All of these descriptions will solidify your understanding, while highlighting gaps in your knowledge and informing those around you.

Rule 10: Build on it

One approach we like to use for communicating how we build on the scientific literature is by starting research presentations with an image depicting a wall of Lego bricks. Each brick is labeled with the reference for a paper, and the wall highlights the body of literature on which the work is built. We describe the work and conclusions of each paper represented by a labeled brick and discuss each brick and the wall as a whole. The top brick on the wall is left blank: We aspire to build on this work and label this brick with our own work. We then delve into our own research, discoveries, and the conclusions it inspires. We finish our presentations with the image of the Legos and summarize our presentation on that empty brick.

Whether you are reading an article to understand a new topic area or to move a research project forward, effective learning requires that you integrate knowledge from multiple sources (“click” those Lego bricks together) and build upwards. Leveraging published work will enable you to build a stronger and taller structure. The first row of bricks is more stable once a second row is assembled on top of it and so on and so forth. Moreover, the Lego construction will become taller and larger if you build upon the work of others, rather than using only your own bricks.

Build on the article you read by thinking about how it connects to ideas described in other papers and within own work, implementing a technique in your own research, or attempting to challenge or support the hypothesis of the author(s) with a more extensive literature review. Integrate the techniques and scientific conclusions learned from an article into your own research or perspective in the classroom or research lab. You may find that this process strengthens your understanding, leads you toward new and unexpected interests or research questions, or returns you back to the original article with new questions and critiques of the work. All of these experiences are part of the “active reading”: process and are signs of a successful reading experience.

In summary, practice these rules to learn how to read a scientific article, keeping in mind that this process will get easier (and faster) with experience. We are firm believers that an hour in the library will save a week at the bench; this diligent practice will ultimately make you both a more knowledgeable and productive scientist. As you develop the skills to read an article, try to also foster good reading and learning habits for yourself (recommendations here: [ 6 ] and [ 7 ], respectively) and in others. Good luck and happy reading!

Acknowledgments

Thank you to the mentors, teachers, and students who have shaped our thoughts on reading, learning, and what science is all about.

• 1. Brown E. The Weird Sisters. G. P. Putnam’s Sons; 2011.
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How to Read Research Papers: A Cheat Sheet for Graduate Students

• August 4, 2022
• PRODUCTIVITY

It is crucial to stay on top of the scientific literature in your field of interest. This will help you shape and guide your experimental plans and keep you informed about what your competitors are working on.

To get the most out of your literature reading time, you need to learn how to read scientific papers efficiently. The problem is that we simply don’t have enough time to read new scientific papers in our results-driven world. 

It takes a great deal of time for researchers to learn how to read research papers. Unfortunately, this skill is rarely taught.

I wasted a lot of time reading unnecessary papers in the past since I didn’t have an appropriate workflow to follow. In particular, I needed a way to determine if a paper would interest me before I read it from start to finish.

So, what’s the solution?

This is where I came across the Three-pass method for reading research papers. 

Here’s what I’ve learned from using the three pass methods and what tweaks I’ve made to my workflow to make it more personalized.

Build time into your schedule 

Before you read anything, you should set aside a set amount of time to read research papers. It will be very hard to read research papers if you do not have a schedule because you will only try to read them for a week or two, and then you will feel frustrated. An organized schedule reduces procrastination significantly.

 For example, I take 30-40 minutes each weekday morning to read a research paper I come across.

After you have determined a time “only” to read research papers, you have to have a proper workflow.

Develop a workflow

For example, I follow a customized version of the popular workflow, the “Three-pass method”. 

When you are beginning, you may follow the method exactly as described, but as you get more experienced, you can make some changes down the road.

Why you shouldn’t read the entire paper at once?

Oftentimes, the papers you think are so important and that you should read every single word are actually worth only 10 minutes of your time.

Unlike reading an article about science in a blog or newspaper, reading research papers is an entirely different experience. In addition to reading the sections in a different order, you must take notes, read them several times, and probably look up other papers for details. 

It may take you a long time to read one paper at first. But that’s okay because you are investing yourself in the process.

However, you’re wasting your time if you don’t have a proper workflow. 

Oftentimes, reading a whole paper might not be necessary to get the specific information you need.

The Three-pass concept

The key idea is to read the paper in up to three passes rather than starting at the beginning and plowing through it. With each pass, you accomplish specific goals and build upon the previous one.

The first pass gives you a general idea of the paper. A second pass will allow you to understand the content of the paper, but not its details. A third pass helps you understand the paper more deeply.

The first pass (Maximum: 10 minutes)

The paper is scanned quickly in the first pass to get an overview. Also, you can decide if any more passes are needed. It should take about five to ten minutes to complete this pass.

Carefully read the title, abstract, and introduction

You should be able to tell from the title what the paper is about. In addition, it is a good idea to look at the authors and their affiliations, which may be valuable for various reasons, such as future reference, employment, guidance, and determining the reliability of the research.

The abstract should provide a high-level overview of the paper. You may ask, What are the main goals of the author(s) and what are the high-level results? There are usually some clues in the abstract about the paper’s purpose. You can think of the abstract as a marketing piece.

As you read the introduction, make sure you only focus on the topic sentences, and you can loosely focus on the other content.

What is a topic sentence?

Topic sentences introduce a paragraph by introducing the one topic that will be the focus of that paragraph. 

The structure of a paragraph should match the organization of a paper. At the paragraph level, the topic sentence gives the paper’s main idea, just as the thesis statement does at the essay level. After that, the rest of the paragraph supports the topic.

In the beginning, I read the whole paragraph, and it took me more than 30 minutes to complete the first pass. By identifying topic sentences, I have revolutionized my reading game, as I am now only reading the summary of the paragraph, saving me a lot of time during the second and third passes.

Read the section and sub-section headings, but ignore everything else 

Regarding methods and discussions, do not attempt to read even topic sentences because you are trying to decide whether this article is useful to you.

Reading the headings and subheadings is the best practice. It allows you to get a feel for the paper without taking up a lot of time.

Read the conclusions

It is standard for good writers to present the foundations of their experiment at the beginning and summarize their findings at the end of their paper.

Therefore, you are well prepared to read and understand the conclusion after reading the abstract and introduction.

Many people overlook the importance of the first pass. In adopting the three-pass method into my workflow, I realized that many papers that I thought had high relevance did not require me to spend more time reading. 

Therefore, after the first pass, I can decide not to read it further, saving me a lot of time.

Glance over the references

You can mentally check off the ones you’ve already read.

As you read through the references, you will better understand what has been studied previously in the field of research.

First pass objectives

At the end of the first pass, you should be able to answer these questions: 

• What is the  category  of this paper? Is it an analytical paper? Is it only an “introductory” paper? (if this is the case, probably, you might not want to read further, but it depends on the information you are after)or is it an argumentative research paper?
• Does the  context  of the paper serve the purpose for what you are looking for? If not, this paper might not be worth passing on to the second stage of this method.
• Does the basic logic of the paper seem to be valid? How do you comment on the  correctness  of the paper?
• What is the main  output  of the paper, or is there output at all?
• Is the paper well written? How do you comment on the  clarity  of the paper?

After the first pass, you should have a good idea whether you want to continue reading the research paper.

Maybe the paper doesn’t interest you, you don’t understand the area enough, or the authors make an incorrect assumption. 

In the first pass, you should be able to identify papers that are not related to your area of research but may be useful someday. 

You can store your paper with relevant tags in your reference manager, as discussed in the previous blog post in the  Bulletproof Literature Management System  series.

This is the third post of the four-part blog series:  The Bulletproof Literature Management System . Follow the links below to read the other posts in the series:

• How to How to find Research Papers
• How to Manage Research Papers
• How to Read Research Papers (You are here)
• How to Organize Research Papers

The second pass (Maximum: 60 minutes)

You are now ready to make a second pass through the paper if you decide it is worth reading more.

You should now begin taking some high-level notes because there will be words and ideas that are unfamiliar to you. 

Most reference managers come with an in-built PDF reader. In this case, taking notes and highlighting notes in the built-in pdf reader is the best practice. This method will prevent you from losing your notes and allow you to revise them easily.

Don’t be discouraged by everything that does not make sense. You can just mark it and move on. It is recommended that you only spend about an hour working on the paper in the second pass. 

In the second pass:

• Start with the abstract, skim through the introduction, and give the methods section a thorough look. 
• Make sure you pay close attention to the figures, diagrams, and other illustrations on the paper. By just looking at the captions of the figures and tables in a well-written paper, you can grasp 90 percent of the information. 
• It is important to pay attention to the overall methodology . There is a lot of detail in the methods section. At this point, you do not need to examine every part. 
• Read the results and discussion sections to better understand the key findings.
• Make sure you mark the relevant references in the paper so you can find them later.

Objectives of the second pass

You should be able to understand the paper’s content. Sometimes, it may be okay if you cannot comprehend some details. However, you should now be able to see the main idea of the paper. Otherwise, it might be better to rest and go through the second pass without entering the third. 

This is a good time to summarize the paper. During your reading, make sure to make notes.

After the second pass, you can: 

• Return to the paper later(If you did not understand the basic idea of the paper)
• Move onto the thirst pass.

The third pass (Maximum: four hours)

You should go to the third stage (the third pass) for a complete understanding of the paper. It may take you a few hours this time to read the paper. However, you may want to avoid reading a single paper for longer than four hours, even at the third pass.

A great deal of attention to detail is required for this pass. Every statement should be challenged, and every assumption should be identified.

By the third pass, you will be able to summarize the paper so that not only do you understand the content, but you can also comment on limitations and potential future developments.

Color coding when reading research papers

Highlighting is one way I help myself learn the material when I read research papers. It is especially helpful to highlight an article when you return to it later. 

Therefore, I use different colors for different segments. To manage my references, I use Zotero. There is an inbuilt PDF reader in Zotero. I use the highlighting colors offered by this software. The most important thing is the concept or phrase I want to color code, not the color itself.

Here is my color coding system.

• Problem statement: Violet
• Questions to ask: Red (I highlight in red where I want additional questions to be asked or if I am unfamiliar with the concept)
• Conclusions: Green (in the discussion section, authors draw conclusions based on their data. I prefer to highlight these in the discussion section rather than in the conclusion section since I can easily locate the evidence there)
• Keywords: Blue
• General highlights and notes: Yellow

Minimize distractions

Even though I’m not a morning person, I forced myself to read papers in the morning just to get rid of distractions. In order to follow through with this process (at least when you are starting out), you must have minimum to no distractions because research papers contain a great deal of highly packed information.

It doesn’t mean you can’t have fun doing it, though. Make a cup of coffee and enjoy reading!

Images courtesy : Online working vector created by storyset – www.freepik.com

Aruna Kumarasiri

Founder at Proactive Grad, Materials Engineer, Researcher, and turned author. In 2019, he started his professional carrier as a materials engineer with the continuation of his research studies. His exposure to both academic and industrial worlds has provided many opportunities for him to give back to young professionals.

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Getting into the right mindset to read scientific papers quickly:

Before you start anything, you need to isolate your singular goal for reading papers in the first place. Otherwise, you’ll be passively reading every paper that comes up rather than hunting for specific details. Don’t be a forager, consuming anything edible that crosses your path. Be a hunter: have a specific target that keeps you selective, efficient, and guides every step you take.

Most of these tips are designed to help you focus on extracting value efficiently so you won’t give up after two papers! So, what is your goal here? Is it:

• Getting a solid foundation in your field?
• Collecting the newest research for a cutting-edge literature review?
• Finding ideas and inspiration to further your own research?  

I’ll be honest here: The first dozen papers of a new subject will be a grind. But it gets easier, I promise! When you find yourself blasting through the “template” introduction and recognizing citations you’ve already read, you know you’re close to being an expert. At this point, if you’re struggling to understand a new paper in the field, it’s likely the authors’ fault, not yours. 

Keep in mind that academics aren’t exactly known for concise writing. Practice skimming paragraphs for high-value verbs, numerical values and claims. Skip over wordy low-value prose like “We thus appear to have potentially demonstrated a novel and eco-friendly synthesis method for…” It’s easy to fall back to a casual fiction-reading mentality. Try to stay in a high-energy search mode and you’ll be effectively done in half the time.

Later on I’ll reference our journal article notes template , which I used to synthesize notes for my literature review. Go ahead now and open it in Google Drive where you can download and edit it for free. We just ask that you drop your email so that we can stay in touch on new helpful resources and awesome new tools for scientists.

How do you read scientific papers effectively?

Below are my tips for how to read scientific papers most effectively. I used this methodology to write a critical literature review in a brand new field in about 4 months, citing over 150 papers. My first-author paper now has nearly 1000 citations in only six years since publication, making it my advisor’s most highly-cited paper in his 30-year career! You can do this. Just keep reading: 

1. Briefly read the Abstract

The abstract is your most condensed look at the paper. Read it quickly and highlight any claims or phrases that you want more details on. I like to copy the entire abstract text or screenshot into the journal article notes template for later reference. It also helps to copy the keyword text into the template or your citation manager tags so you can search for them later. Things to read for:

• Is the research applicable to what you need right now?
• Are the findings significant enough to help you with your goal?
• What is the most interesting aspect of this paper?

2. Carefully read the Conclusion

Reading the conclusion gives you an instant look at the quality of the paper. Do the authors seem to make claims bigger than appropriate for the scope of the paper? Do they use hyperbole to inflate the importance of the work? Are the results not clearly stated? These could be red flags identifying a poor quality paper. 

Highlight and copy a few of the most important phrases or sentences out of the conclusion into the journal article template in the first bulleted section or into the notes section of your reference manager. Look for:

• What the authors think they accomplished in this work.
• The reasoning behind their results. Any useful insights?
• Ideas for future experiments.  

3. Identify the most important figures and dig through the Results & Discussion for more detail

If you’re still interested after the first two steps, start digging into the results and discussion for more details. Before making the deep dive, write down the specific questions you need to answer in your notes section. Search the paper for those answers, writing down new questions as they come to mind. 

One favorite strategy here is to look at each figure, read the caption and then dig through the text for supporting information (use Ctrl+F for “Fig. 3”, for example). The figures should tell the story as well as (and more quickly than) the text. 

Copy and paste specific claims you may want to quote or paraphrase later. Isolate what the authors think they did from your own commentary and summarize it in your own words.

4. Search the Methods section to answer questions if necessary

The Methods section is usually the most tedious and tiring to read. That’s why we don’t do it first. Only go through it when necessary or you’ll never get to the 100 other papers you just downloaded.

Go back through the Methods when:

• This paper showed a different result than another similar paper, and the methods may have caused the difference. 
• You’re sure you want to include the paper and you want to be critical of the way they conducted their experiments. 
• You may want to replicate their experiment in your own work.

Make sure to note anything unique, odd, or unexpected in their methods. Maybe it will lead to a breakthrough in your own work or help explain a surprise result!

5. Summarize your thoughts and critiques

Re-read your notes so far to check for any missed questions. Go back and extract sentences or paragraphs of the paper that you want to challenge so you can quickly find them verbatim. Write your own thoughts and questions around those topics so you can copy them into your literature review later. Ideas for notes:

• What would you have done differently in the experiment or data analysis?
• Is there an obvious gap or follow-up experiment?
• Does this paper uniquely contribute to the field’s body of knowledge? What is its contribution?

6. Copy important figures into your notes

This is the most important step but many don’t do this. Figures are the anchors of every good journal article and the authors who spend the most time making excellent figures also will get cited the most often in review papers. This leads to even more citations from experimental articles. My secret for getting the most citations of my review paper was to spend more time than typical finding or creating the best possible figures for explaining the content. You can do this too, it just takes time!

The best reference manager Zotero doesn’t have an “add image” button in the “Notes” section but you can actually screenshot the image with the Snipping Tool then Ctrl+v paste it into the notes section! Now when you come back to the paper you’ll get an instant look at the most significant figures. If you know you want to use one of these figures in your review, add a tag to the paper like “Figure Rev. Paper 1”.

7. Pick important references (especially review papers) out of the Introduction and Discussion

Now that you have a good understanding of the paper, it’s time to start tidying things up and thinking of where to go next. Skim the introduction for helpful references or check the first 5-10 listed in the References section to find mostly review papers you can use for new leads. Go and download these into an “Unread review papers” folder in your citation manager for when you get stuck later. 

Then, go to the journal/library website and check for new papers that have cited this paper. This will help you follow the trail of a specific research topic to see how it’s developing. Download the interesting ones and put them in an “unread” folder for this very specific research topic. In Zotero, you can even tag the paper as “related” to the current paper for quick access later.  

8. Clean up the metadata if you plan on citing this paper later

If there’s a chance you’ll cite this paper later, make sure to clean up the metadata so your word processor citation plugin creates a clean reference section. Author initials may be backward, special characters in the title may be corrupted, the year or issue of the journal could be missing or the “type” of citation could be wrong (listed as a book instead of journal article) which would change the format.

Fully tag the paper using whatever system you’ve come up with. Keywords, chemicals, characterization methods or annotation tags like “Best” can all be useful. One other trick I used was to come up with an acronym for the paper I was about to write - “NMOBH” for example - and use that as a tag in any paper that I planned to cite later.

Being methodical in your post-read organization will save you many hours and endless frustration later on. Follow these tips on how to organize your research papers and you’ll be a pro in no time. You’re almost done, but don’t skip this part!

9. Take a break, then repeat!

This methodology makes it a little easier to get through a paper quickly once you get some practice at it. But what about 10 papers? 100?! You can’t do all of your reading in a week. I set a habit for myself over the summer to read two papers a day for 2 months. If I missed a day, I made it up the next day. This keeps you fresh for each paper and less likely to miss important points because you’re falling asleep!

Get comfortable. I preferred to kick back on a couch or outside in a chair using my laptop in tablet mode so I had a long vertical screen and a stylus to highlight or circle things. Reading 2-column scientific articles on a 13 inch 16:9 laptop screen at a desk for hours on end is a special kind of torture that I just couldn’t endure. Change scenery often, try different beverages, take breaks, and move around!

Here are some bonus tips for breaking the monotony between papers:

• Pick your top few most controversial, confusing, or interesting papers and ask a colleague or advisor for their thoughts. Bring them some coffee to discuss it with you for another perspective. 
• Email the authors to ask a question or thank them for their contribution. This is a great way to make a connection. Don’t ask for too much on the first email or they may not respond - they are busy!  
• Reward yourself for every paper read. Maybe a small snack or a short walk around the block. Physically cross this paper off your to-do list so you internalize the good feeling of the accomplishment!

How do you choose which papers to read next?

So you’re downloading 15 new papers for every 1 paper you read? This could get out of control quickly! How do you keep up? Here are some tips for prioritization:

Google Scholar is an excellent tool for tracking citation trees and metrics that show the “importance” of each paper. Library portals or the journal websites can also be good for this.

• If you’re starting a search on a new topic, begin with a relevant review paper if one exists. Beware of reading too many review papers in a row! You’ll end up with an intimidating pile of citations to track down and it will be difficult to know where to start after a few-day break. 
• Prioritize experimental papers with high citation numbers, in journals with high impact factors and by authors with a high h-index (30+) published within the last 5 years. These papers will set the bar for every paper you read after. You can check the journal’s rank in your field by using Scimago . 
• Identify the most prominent authors in this field and find their most recent papers that may not have many citations (yet). This indicates where the field is heading and what the top experts are prioritizing. 
• After you’ve covered a lot of ground above, start taking more chances on less-established authors who may be taking new approaches or exploring new topics. By now you’ll be well-equipped to identify deficiencies in methods, hyperbolic claims, and arguments that are not well-supported by data. 

Final takeaways for how to read a scientific paper:

• Don't be a passive word-for-word reader. Be actively hunting and searching for info.
• Read in this order: Abstract, Conclusion, Figures, Results/Discussion, Methods.
• The figures are the anchors. Save the best ones to reproduce in your article and spend extra time to create your own summary figures to supercharge your chances of citation.
• Clean up the metadata and use a good tagging system to save time later. 
• Set your daily goal, reward yourself for finishing, and take breaks to avoid burnout!

Lastly, remember that this blog is sponsored by BioBox Analytics ! BioBox is a data analytics platform designed for scientists and clinicians working with next-generation-sequencing data. Design and run bioinformatic pipelines on demand, generate publication-ready plots, and discover insights using popular public databases. Get on the waitlist and be the first to access a free account at biobox.io !

What sections of a research paper should you read first?

The Abstract and Conclusion sections of a research paper give you a quick sense if you should continue spending time on the paper. Assess the quality of the research and whether the results are significant to your goals. If so, move to the most important Figures and find additional details in the Results and Discussion when necessary. 

What is the fastest way to read a research article?

Skim the Abstract and highlight anything of interest. Skip to the Conclusions and do the same. Write questions that pop up. Examine each Figure and find the in-line reference text for further details if needed for understanding. Then search the Results and Discussion for answers to your pre-written questions.  

What is the best citation manager software to use for my scientific papers?

I used Mendeley through grad school but recently Zotero seems to be more popular. Both are free and have all the features you need! EndNote is excellent but expensive, and if you lose your institutional license you’ll have a hard time transferring to one of the free offerings. Zotero is your best bet for long-term organizational success!

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How to read and understand a scientific paper

How to read and understand a scientific paper: a guide for non-scientists, london school of economics and political science, jennifer raff.

From vaccinations to climate change, getting science wrong has very real consequences. But journal articles, a primary way science is communicated in academia, are a different format to newspaper articles or blogs and require a level of skill and undoubtedly a greater amount of patience. Here  Jennifer Raff   has prepared a helpful guide for non-scientists on how to read a scientific paper. These steps and tips will be useful to anyone interested in the presentation of scientific findings and raise important points for scientists to consider with their own writing practice.

My post,  The truth about vaccinations: Your physician knows more than the University of Google  sparked a very lively discussion, with comments from several people trying to persuade me (and the other readers) that  their  paper disproved everything that I’d been saying. While I encourage you to go read the comments and contribute your own, here I want to focus on the much larger issue that this debate raised: what constitutes scientific authority?

It’s not just a fun academic problem. Getting the science wrong has very real consequences. For example, when a community doesn’t vaccinate children because they’re afraid of “toxins” and think that prayer (or diet, exercise, and “clean living”) is enough to prevent infection, outbreaks happen.

“Be skeptical. But when you get proof, accept proof.” –Michael Specter

What constitutes enough proof? Obviously everyone has a different answer to that question. But to form a truly educated opinion on a scientific subject, you need to become familiar with current research in that field. And to do that, you have to read the “primary research literature” (often just called “the literature”). You might have tried to read scientific papers before and been frustrated by the dense, stilted writing and the unfamiliar jargon. I remember feeling this way!  Reading and understanding research papers is a skill which every single doctor and scientist has had to learn during graduate school.  You can learn it too, but like any skill it takes patience and practice.

I want to help people become more scientifically literate, so I wrote this guide for how a layperson can approach reading and understanding a scientific research paper. It’s appropriate for someone who has no background whatsoever in science or medicine, and based on the assumption that he or she is doing this for the purpose of getting a  basic  understanding of a paper and deciding whether or not it’s a reputable study.

The type of scientific paper I’m discussing here is referred to as a  primary research article . It’s a peer-reviewed report of new research on a specific question (or questions). Another useful type of publication is a  review article . Review articles are also peer-reviewed, and don’t present new information, but summarize multiple primary research articles, to give a sense of the consensus, debates, and unanswered questions within a field.  (I’m not going to say much more about them here, but be cautious about which review articles you read. Remember that they are only a snapshot of the research at the time they are published.  A review article on, say, genome-wide association studies from 2001 is not going to be very informative in 2013. So much research has been done in the intervening years that the field has changed considerably).

Before you begin: some general advice

Reading a scientific paper is a completely different process than reading an article about science in a blog or newspaper. Not only do you read the sections in a different order than they’re presented, but you also have to take notes, read it multiple times, and probably go look up other papers for some of the details. Reading a single paper may take you a very long time at first. Be patient with yourself. The process will go much faster as you gain experience.

Most primary research papers will be divided into the following sections: Abstract, Introduction, Methods, Results, and Conclusions/Interpretations/Discussion. The order will depend on which journal it’s published in. Some journals have additional files (called Supplementary Online Information) which contain important details of the research, but are published online instead of in the article itself (make sure you don’t skip these files).

Before you begin reading, take note of the authors and their institutional affiliations. Some institutions (e.g. University of Texas) are well-respected; others (e.g.  the Discovery Institute ) may appear to be legitimate research institutions but are actually agenda-driven.  Tip:  g oogle  “Discovery Institute” to see why you don’t want to use it as a scientific authority on evolutionary theory.

Also take note of the journal in which it’s published. Reputable (biomedical) journals will be indexed by  Pubmed . [EDIT: Several people have reminded me that non-biomedical journals won’t be on Pubmed, and they’re absolutely correct! (thanks for catching that, I apologize for being sloppy here). Check out  Web of Science  for a more complete index of science journals. And please feel free to share other resources in the comments!]  Beware of  questionable journals .

As you read, write down  every single word  that you don’t understand. You’re going to have to look them all up (yes, every one. I know it’s a total pain. But you won’t understand the paper if you don’t understand the vocabulary. Scientific words have extremely precise meanings).

Step-by-step instructions for reading a primary research article

1. Begin by reading the introduction, not the abstract.

The abstract is that dense first paragraph at the very beginning of a paper. In fact, that’s often the only part of a paper that many non-scientists read when they’re trying to build a scientific argument. (This is a terrible practice—don’t do it.).  When I’m choosing papers to read, I decide what’s relevant to my interests based on a combination of the title and abstract. But when I’ve got a collection of papers assembled for deep reading, I always read the abstract last. I do this because abstracts contain a succinct summary of the entire paper, and I’m concerned about inadvertently becoming biased by the authors’ interpretation of the results.

2. Identify the BIG QUESTION.

Not “What is this paper about”, but “What problem is this entire field trying to solve?”

This helps you focus on why this research is being done.  Look closely for evidence of agenda-motivated research.

3. Summarize the background in five sentences or less.

Here are some questions to guide you:

What work has been done before in this field to answer the BIG QUESTION? What are the limitations of that work? What, according to the authors, needs to be done next?

The five sentences part is a little arbitrary, but it forces you to be concise and really think about the context of this research. You need to be able to explain why this research has been done in order to understand it.

4.   Identify the SPECIFIC QUESTION(S)

What  exactly  are the authors trying to answer with their research? There may be multiple questions, or just one. Write them down.  If it’s the kind of research that tests one or more null hypotheses, identify it/them.

Not sure what a null hypothesis is? Go read this one  and try to identify the null hypotheses in it. Keep in mind that not every paper will test a null hypothesis.

5. Identify the approach

What are the authors going to do to answer the SPECIFIC QUESTION(S)?

6. Now read the methods section. Draw a diagram for each experiment, showing exactly what the authors did.

I mean  literally  draw it. Include as much detail as you need to fully understand the work.  As an example, here is what I drew to sort out the methods for a paper I read today ( Battaglia et al. 2013: “The first peopling of South America: New evidence from Y-chromosome haplogroup Q” ). This is much less detail than you’d probably need, because it’s a paper in my specialty and I use these methods all the time.  But if you were reading this, and didn’t happen to know what “process data with reduced-median method using Network” means, you’d need to look that up.

Image credit: author

You don’t need to understand the methods in enough detail to replicate the experiment—that’s something reviewers have to do—but you’re not ready to move on to the results until you can explain the basics of the methods to someone else.

7.   Read the results section. Write one or more paragraphs to summarize the results for each experiment, each figure, and each table. Don’t yet try to decide what the results  mean , just write down what they  are.

You’ll find that, particularly in good papers, the majority of the results are summarized in the figures and tables. Pay careful attention to them!  You may also need to go to the Supplementary Online Information file to find some of the results.

 It is at this point where difficulties can arise if statistical tests are employed in the paper and you don’t have enough of a background to understand them. I can’t teach you stats in this post, but  here , and here   are some basic resources to help you.  I STRONGLY advise you to become familiar with them.

Things to pay attention to in the results section:

• Any time the words “significant” or “non-significant” are used. These have precise statistical meanings. Read more about this  here .
• If there are graphs, do they have  error bars  on them? For certain types of studies, a lack of confidence intervals is a major red flag.
• The sample size. Has the study been conducted on 10, or 10,000 people? (For some research purposes, a sample size of 10 is sufficient, but for most studies larger is better).

8. Do the results answer the SPECIFIC QUESTION(S)? What do you think they mean?

Don’t move on until you have thought about this. It’s okay to change your mind in light of the authors’ interpretation—in fact you probably will if you’re still a beginner at this kind of analysis—but it’s a really good habit to start forming your own interpretations before you read those of others.

9. Read the conclusion/discussion/Interpretation section.

What do the authors think the results mean? Do you agree with them? Can you come up with any alternative way of interpreting them? Do the authors identify any weaknesses in their own study? Do you see any that the authors missed? (Don’t assume they’re infallible!) What do they propose to do as a next step? Do you agree with that?

10. Now, go back to the beginning and read the abstract.

Does it match what the authors said in the paper? Does it fit with your interpretation of the paper?

11. FINAL STEP:  (Don’t neglect doing this)  What do other researchers say about this paper?

Who are the (acknowledged or self-proclaimed) experts in this particular field? Do they have criticisms of the study that you haven’t thought of, or do they generally support it?

Here’s a place where I do recommend you use google! But do it last, so you are better prepared to think critically about what other people say.

(12. This step may be optional for you, depending on why you’re reading a particular paper. But for me, it’s critical! I go through the “Literature cited” section to see what other papers the authors cited. This allows me to better identify the important papers in a particular field, see if the authors cited my own papers (KIDDING!….mostly), and find sources of useful ideas or techniques.)

UPDATE: If you would like to see an example of how to read a science paper using this framework, you can find one  here .

I gratefully acknowledge Professors José Bonner and Bill Saxton for teaching me how to critically read and analyze scientific papers using this method. I’m honored to have the chance to pass along what they taught me.

I’ve written a shorter version of this guide for teachers to hand out to their classes. If you’d like a PDF, shoot me an email: jenniferraff (at) utexas (dot) edu. For further comments and additional questions on this guide, please see the Comments Section on  the original post .

This piece originally appeared on the  author’s personal blog  and is reposted with permission.

Featured image credit:  Scientists in a laboratory of the University of La Rioja  by  Urcomunicacion  (Wikimedia CC BY3.0)

Note: This article gives the views of the authors, and not the position of the LSE Impact blog, nor of the London School of Economics. Please review our  Comments Policy  if you have any concerns on posting a comment below.

Jennifer Raff (Indiana University—dual Ph.D. in genetics and bioanthropology) is an assistant professor in the Department of Anthropology, University of Kansas, director and Principal Investigator of the KU Laboratory of Human Population Genomics, and assistant director of KU’s Laboratory of Biological Anthropology. She is also a research affiliate with the University of Texas anthropological genetics laboratory. She is keenly interested in public outreach and scientific literacy, writing about topics in science and pseudoscience for her blog ( violentmetaphors.com ), the Huffington Post, and for the  Social Evolution Forum .

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How to Read a Research Paper – A Guide to Setting Research Goals, Finding Papers to Read, and More

If you work in a scientific field, you should try to build a deep and unbiased understanding of that field. This not only educates you in the best possible way but also helps you envision the opportunities in your space.

A research paper is often the culmination of a wide range of deep and authentic practices surrounding a topic. When writing a research paper, the author thinks critically about the problem, performs rigorous research, evaluates their processes and sources, organizes their thoughts, and then writes. These genuinely-executed practices make for a good research paper.

If you’re struggling to build a habit of reading papers (like I am) on a regular basis, I’ve tried to break down the whole process. I've talked to researchers in the field, read a bunch of papers and blogs from distinguished researchers, and jotted down some techniques that you can follow.

Let’s start off by understanding what a research paper is and what it is NOT!

What is a Research Paper?

A research paper is a dense and detailed manuscript that compiles a thorough understanding of a problem or topic. It offers a proposed solution and further research along with the conditions under which it was deduced and carried out, the efficacy of the solution and the research performed, and potential loopholes in the study.

A research paper is written not only to provide an exceptional learning opportunity but also to pave the way for further advancements in the field. These papers help other scholars germinate the thought seed that can either lead to a new world of ideas or an innovative method of solving a longstanding problem.

What Research Papers are NOT

There is a common notion that a research paper is a well-informed summary of a problem or topic written by means of other sources.

But you shouldn't mistake it for a book or an opinionated account of an individual’s interpretation of a particular topic.

Why Should You Read Research Papers?

What I find fascinating about reading a good research paper is that you can draw on a profound study of a topic and engage with the community on a new perspective to understand what can be achieved in and around that topic.

I work at the intersection of instructional design and data science. Learning is part of my day-to-day responsibilities. If the source of my education is flawed or inefficient, I’d fail at my job in the long term. This applies to many other jobs in Science with a special focus on research.

There are three important reasons to read a research paper:

• Knowledge —  Understanding the problem from the eyes of someone who has probably spent years solving it and has taken care of all the edge cases that you might not think of at the beginning.
• Exploration —  Whether you have a pinpointed agenda or not, there is a very high chance that you will stumble upon an edge case or a shortcoming that is worth following up. With persistent efforts over a considerable amount of time, you can learn to use that knowledge to make a living.
• Research and review —  One of the main reasons for writing a research paper is to further the development in the field. Researchers read papers to review them for conferences or to do a literature survey of a new field. For example, Yann LeCun’ s paper on integrating domain constraints into backpropagation set the foundation of modern computer vision back in 1989. After decades of research and development work, we have come so far that we're now perfecting problems like object detection and optimizing autonomous vehicles.

Not only that, with the help of the internet, you can extrapolate all of these reasons or benefits onto multiple business models. It can be an innovative state-of-the-art product, an efficient service model, a content creator, or a dream job where you are solving problems that matter to you.

Goals for Reading a Research Paper — What Should You Read About?

The first thing to do is to figure out your motivation for reading the paper. There are two main scenarios that might lead you to read a paper:

• Scenario 1 —  You have a well-defined agenda/goal and you are deeply invested in a particular field. For example, you’re an NLP practitioner and you want to learn how GPT-4 has given us a breakthrough in NLP. This is always a nice scenario to be in as it offers clarity.
• Scenario 2 —  You want to keep abreast of the developments in a host of areas, say how a new deep learning architecture has helped us solve a 50-year old biological problem of understanding protein structures. This is often the case for beginners or for people who consume their daily dose of news from research papers (yes, they exist!).

If you’re an inquisitive beginner with no starting point in mind, start with scenario 2. Shortlist a few topics you want to read about until you find an area that you find intriguing. This will eventually lead you to scenario 1.

ML Reproducibility Challenge

In addition to these generic goals, if you need an end goal for your habit-building exercise of reading research papers, you should check out the ML reproducibility challenge.

You’ll find top-class papers from world-class conferences that are worth diving deep into and reproducing the results.

They conduct this challenge twice a year and they have one coming up in Spring 2021. You should study the past three versions of the challenge, and I’ll write a detailed post on what to expect, how to prepare, and so on.

Now you must be wondering – how can you find the right paper to read?

How to Find the Right Paper to Read

In order to get some ideas around this, I reached out to my friend, Anurag Ghosh who is a researcher at Microsoft. Anurag has been working at the crossover of computer vision, machine learning, and systems engineering.

Here are a few of his tips for getting started:

• Always pick an area you're interested in.
• Read a few good books or detailed blog posts on that topic and start diving deep by reading the papers referenced in those resources.
• Look for seminal papers around that topic. These are papers that report a major breakthrough in the field and offer a new method perspective with a huge potential for subsequent research in that field. Check out papers from the morning paper or C VF - test of time award/Helmholtz prize (if you're interested in computer vision).
• Check out books like Computer Vision: Algorithms and Applications by Richard Szeliski and look for the papers referenced there.
• Have and build a sense of community. Find people who share similar interests, and join groups/subreddits/discord channels where such activities are promoted.

In addition to these invaluable tips, there are a number of web applications that I’ve shortlisted that help me narrow my search for the right papers to read:

• r/MachineLearning  — there are many researchers, practitioners, and engineers who share their work along with the papers they've found useful in achieving those results.

• Arxiv Sanity Preserver  — built by Andrej Karpathy to accelerate research. It is a repository of 142,846 papers from computer science, machine learning, systems, AI, Stats, CV, and so on. It also offers a bunch of filters, powerful search functionality, and a discussion forum to make for a super useful research platform.

• Google Research  — the research teams at Google are working on problems that have an impact on our everyday lives. They share their publications for individuals and teams to learn from, contribute to, and expedite research. They also have a Google AI blog that you can check out.

How to Read a Research Paper

After you have stocked your to-read list, then comes the process of reading these papers. Remember that NOT every paper is useful to read and we need a mechanism that can help us quickly screen papers that are worth reading.

To tackle this challenge, you can use this Three-Pass Approach by S. Keshav . This approach proposes that you read the paper in three passes instead of starting from the beginning and diving in deep until the end.

The three pass approach

• The first pass —  is a quick scan to capture a high-level view of the paper. Read the title, abstract, and introduction carefully followed by the headings of the sections and subsections and lastly the conclusion. It should take you no more than 5–10 mins to figure out if you want to move to the second pass.
• The second pass —  is a more focused read without checking for the technical proofs. You take down all the crucial notes, underline the key points in the margins. Carefully study the figures, diagrams, and illustrations. Review the graphs, mark relevant unread references for further reading. This helps you understand the background of the paper.
• The third pass —  reaching this pass denotes that you’ve found a paper that you want to deeply understand or review. The key to the third pass is to reproduce the results of the paper. Check it for all the assumptions and jot down all the variations in your re-implementation and the original results. Make a note of all the ideas for future analysis. It should take 5–6 hours for beginners and 1–2 hours for experienced readers.

Tools and Software to Keep Track of Your Pipeline of Papers

If you’re sincere about reading research papers, your list of papers will soon grow into an overwhelming stack that is hard to keep track of. Fortunately, we have software that can help us set up a mechanism to manage our research.

Here are a bunch of them that you can use:

• Mendeley [not free]  — you can add papers directly to your library from your browser, import documents, generate references and citations, collaborate with fellow researchers, and access your library from anywhere. This is mostly used by experienced researchers.

• Zotero [free & open source] —  Along the same lines as Mendeley but free of cost. You can make use of all the features but with limited storage space.

• Notion —  this is great if you are just starting out and want to use something lightweight with the option to organize your papers, jot down notes, and manage everything in one workspace. It might not stand anywhere in comparison with the above tools but I personally feel comfortable using Notion and I have created this board to keep track of my progress for now that you can duplicate:

⚠️ Symptoms of Reading a Research Paper

Reading a research paper can turn out to be frustrating, challenging, and time-consuming especially when you’re a beginner. You might face the following common symptoms:

• You might start feeling dumb for not understanding a thing a paper says.
• Finding yourself pushing too hard to understand the math behind those proofs.
• Beating your head against the wall to wrap it around the number of acronyms used in the paper. Just kidding, you’ll have to look up those acronyms every now and then.
• Being stuck on one paragraph for more than an hour.

Here’s a complete list of emotions that you might undergo as explained by Adam Ruben in this article .

Key Takeaways

We should be all set to dive right in. Here’s a quick summary of what we have covered here:

• A research paper is an in-depth study that offers an detailed explanation of a topic or problem along with the research process, proofs, explained results, and ideas for future work.
• Read research papers to develop a deep understanding of a topic/problem. Then you can either review papers as part of being a researcher, explore the domain and the kind of problems to build a solution or startup around it, or you can simply read them to keep abreast of the developments in your domain of interest.
• If you’re a beginner, start with exploration to soon find your path to goal-oriented research.
• In order to find good papers to read, you can use websites like arxiv-sanity, google research, and subreddits like r/MachineLearning.
• Reading approach — Use the 3-pass method to find a paper.
• Keep track of your research, notes, developments by using tools like Zotero/Notion.
• This can get overwhelming in no time. Make sure you start off easy and increment your load progressively.

Remember: Art is not a single method or step done over a weekend but a process of accomplishing remarkable results over time.

You can also watch the video on this topic on my YouTube channel :

Feel free to respond to this blog or comment on the video if you have some tips, questions, or thoughts!

If this tutorial was helpful, you should check out my data science and machine learning courses on Wiplane Academy . They are comprehensive yet compact and helps you build a solid foundation of work to showcase.

Web and Data Science Consultant | Instructional Design

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• Subject Guides

Being critical: a practical guide

• Reading academic articles
• Being critical
• Critical thinking
• Evaluating information
• Critical reading
• Critical writing

"Academic texts are not meant to be read through from beginning to end."

Academic literature is pitched at an ‘academic audience’ who will already have an understanding of the topic. Academic texts can be complicated and difficult to read, but you don't necessarily have to read every word of a piece of academic writing to get what you need from it. On this page we'll take a look at strategies for reading the most common form of academic literature: the academic journal article . But these strategies may also be applied to other forms of academic writing (and in some cases even to non-academic sources of information). We'll ask ourselves why we're doing the reading in the first place, before examining the typical structure(s) of an article , from abstract to conclusion , and considering the best route through . We'll also take a look at the best strategies for reading .

Journal articles

One of the most common academic sources is the journal article . Researchers publish their research in academic journals which usually cover a specific discipline. Journals used to be printed magazines but now they're mostly published online. Some journals have stronger reputations and more rigorous editorial controls than others. 

Types of article

There are all sorts of different types of journal article. The article's title might make it clear what type it is, but other aspects of the article will also give you a clue.

Research / Empirical

Results of studies or experiments, written by those who conducted them. They're built around observation or experiment, and generally start with (or at least have a prominent) methodology.

Descriptions of an individual situation in detail, identify characteristics, findings, or issues, and analyse the case using relevant methodologies or theoretical frameworks.

Summaries of other studies, identifying trends to draw broader conclusions. We look at these in more detail in our section on review articles .

Theoretical

Scholarly articles regarding abstract principles in a specific field of knowledge, not tied to empirical research or data. They may be predictive, and based upon an understanding of the field. They generally start with a background section or a literature review.

Real world techniques, workflows etc. This type of article is generally found in trade / professional journals which are aimed at a professional or practicing audience rather than an academic one.

Peer review

Most good quality journals (and even some bad ones) employ a process called peer-review whereby submitted articles are vetted by a panel of fellow experts in the field. The peer-review panel may demand extensive re-writes of an article to bring it to an acceptable standard for publication. Flaws in the methodology may be highlighted and the author will then have to address these in the text. The result should be that the published work is reliable and of a high standard, and this is usually the case (though not always, as this blog post on the problems with Peer Review explains). Many databases will let you filter to exclude work that hasn't been peer-reviewed.

Finding articles

You could read every journal that's published on your subject, but that's probably a lot of journals. Fortunately, there are databases which catalogue the contents of a selection of journals. You can search these databases to find the articles that will be of use to you.

What are we reading it for anyway?

Maybe we're reading an academic article or similar text for fun, or for our own personal enlightenment, in which case we'll probably want to savour every word of it. But more often than not there are other interests at play:

• To update your knowledge on progress in a particular area or field of study
• To find a solution to a specific problem
• To understand the causes of a particular issue, problem, or situation
• To understand certain fundamental aspects, concepts, or theories
• To inform your own research and help you select an appropriate methodology
• To find support for your own views and arguments
• To impress others
• Because the article has been assigned to you by your tutor and so you've got to read it!

Why we're reading the article will inform how we go about it. If we're after a specific piece of information we just need to find that information; there's no point reading every single word.

Ask yourself:

• Why am I reading this?
• What do I want to get out of it?
• What do I already know?
• How will I know when I have read enough?

The structure of an academic article

Broadly speaking there are two main categories of academic article: empirical and theoretical . The former tends to be associated with the sciences (including social sciences), and the latter with the arts and humanities, though there may be cases where a science or social science paper is theoretical and an arts or humanities paper is empirical.

The typical sections of an article

These are the typical sections you'll find in an academic article (obviously, these are only a guide, and headings and structures may vary in practice):

Empirical paper

Abstract — a summary of the content.

Introduction — identifies the gaps in the existing knowledge, and outlines the aims of the paper.

Methodology — explains the design of the study, and what took place.

Results — explains what the outcome of the study was.

Discussion & Conclusion — interprets the results and makes recommendations based on that interpretation.

Theoretical paper

Body — considers the background of the topic and any competing analyses.

Summary — considers how the various arguments relate.

Discussion & Conclusion — interprets the analysis and makes recommendations accordingly.

What to get from each section

Each of the sections can tell you some useful information. You don't need to read every section to get what you need.

Abstract — a good starting point for understanding the scope and outcome.

Introduction — you can generally skip an introduction, though it may help give you some context.

Methodology — pay attention to the validity of the study design – is it appropriate?

Results — have any results been ignored?

Discussion & Conclusion — is the analysis valid?

Body — has anything been missed?

Summary — are the arguments well founded?

The route through

You don't need to read every word of an article to get what you need from it. Academic articles are pretty-much always split up into sections, and these sections tend to follow a fairly consistent pattern. Skipping around these sections (rather than reading them in order) allows you to appraise the article more quickly, helping you decide whether or not you need to read any more of it.

Title & abstract

"Let's start at the very beginning / a very good place to start"

– Maria Rainer

If by 'the very beginning' Maria meant 'the title ', then yes, it is a pretty decent starting point. It will give us a clue as to the type of article we're looking at, which will help determine our next steps.

The abstract is another obvious place to begin the journey. The abstract provides a summary of the article, including the key findings, so reading an abstract is a lot quicker than reading a whole article.

But be aware that the abstract will have been written by the authors of the article, and so won’t be a neutral account of the research finding. Don’t be too accepting of what is presented: make sure you think critically about what's being said. The abstract may be glossing over certain shortcomings of the article, or may be spinning a stronger outcome than is reached in the text.

The conclusion

Skip to the end. That's where all the action is! There's not really such a thing as spoilers in academic texts, so if the butler did it it's good to know from the outset. What conclusions are the authors reaching, and do they seem relevant to what you're needing?

Like the abstract, the conclusion may reflect the writers' biases, so we can't rely on it entirely. But, as with all the steps on this journey, it may help us determine whether or not we need to spend any more time reading the article.

Moving on from there...

Your next step depends largely on discipline: for an empirical (science or social science) research paper you'll want to look at the method and results to start to look at what was actually carried out, and what happened. You can then start to think about whether the conclusion being reached is valid given the approaches taken and the observations made.

In a theoretical (arts & humanities, and some social science) paper you'll probably need to pick through the body of the article and maybe focus on the summary section.

Reading strategies

When you’re reading you don’t have to read everything with the same amount of care and attention. Sometimes you need to be able to read a text very quickly.

There are three different techniques for reading:

• Scanning — looking over material quite quickly in order to pick out specific information;
• Skimming — reading something fairly quickly to get the general idea;
• Close reading — reading something in detail.

You'll need to use a combination of these methods when you are reading an academic text: generally, you would scan to determine the scope and relevance of the piece, skim to pick out the key facts and the parts to explore further, then read more closely to understand in more detail and think critically about what is being written.

These strategies are part of your filtering strategy before deciding what to read in more depth. They will save you time in the long run as they will help you focus your time on the most relevant texts!

You might scan when you are...

• ...browsing a database for texts on a specific topic;
• ...looking for a specific word or phrase in a text;
• ...determining the relevance of an article;
• ...looking back over material to check something;
• ...first looking at an article to get an idea of its shape.

Scan-reading essentially means that you know what you are looking for. You identify the chapters or sections most relevant to you and ignore the rest. You're scanning for pieces of information that will give you a general impression of it rather than trying to understand its detailed arguments.

You're mostly on the look-out for any relevant words or phrases that will help you answer whatever task you're working on. For instance, can you spot the word "orange" in the following paragraph?

Being able to spot a word by sight is a useful skill, but it's not always straightforward. Fortunately there are things to help you. A book might have an index, which might at least get you to the right page. An electronic text will let you search for a specific word or phrase. But context will also help. It might be that the word you're looking for is surrounded by similar words, or a range of words associated with that one. I might be looking for something about colour, and see reference to pigment, light, or spectra, or specific colours being called out, like red or green. I might be looking for something about fruit and come across a sentence talking about apples, grapes and plums. Try to keep this broader context in mind as you scan the page. That way, you're never really just going to be looking for a single word or orange on its own. There will normally be other clues to follow to help guide your eye.

Approaches to scanning articles:

• Make a note of any questions you might want to answer – this will help you focus;
• Pick out any relevant information from the title and abstract – Does it look like it relates to what you're wanting? If so, carry on...
• Flick or scroll through the article to get an understanding of its structure (the headings in the article will help you with this) – Where are certain topics covered?
• Scan the text for any facts , illustrations , figures , or discussion points that may be relevant – Which parts do you need to read more carefully? Which can be read quickly?
• Look out for specific key words . You can search an electronic text for key words and phrases using Ctrl+F / Cmd+F. If your text is a book, there might even be an index to consult. In either case, clumps of results could indicate an area where that topic is being discussed at length.

Once you've scanned a text you might feel able to reject it as irrelevant, or you may need to skim-read it to get more information.

You might skim when you are...

• ...jumping to specific parts such as the introduction or conclusion;
• ...going over the whole text fairly quickly without reading every word;

Skim-reading, or speed-reading, is about reading superficially to get a gist rather than a deep understanding. You're looking to get a feel for the content and the way the topic is being discussed.

Skim-reading is easier to do if the text is in a language that's very familiar to you, because you will have more of an awareness of the conventions being employed and the parts of speech and writing that you can gloss over. Not only will there be whole sections of a text that you can pretty-much ignore, but also whole sections of paragraphs. For instance, the important sentence in this paragraph is the one right here where I announce that the important part of the paragraph might just be one sentence somewhere in the middle. The rest of the paragraph could just be a framework to hang around this point in order to stop the article from just being a list.

However, it may more often be that the important point for your purposes comes at the start of the paragraph. Very often a paragraph will declare what it's going to be about early on, and will then start to go into more detail. Maybe you'll want to do some closer reading of that detail, or maybe you won't. If the first paragraph makes it clear that this paragraph isn't going to be of much use to you, then you can probably just stop reading it. Or maybe the paragraph meanders and heads down a different route at some point in the middle. But if that's the case then it will probably end up summarising that second point towards the end of the paragraph. You might therefore want to skim-read the last sentence of a paragraph too, just in case it offers up any pithy conclusions, or indicates anything else that might've been covered in the paragraph!

For example, this paragraph is just about the 1980s TV gameshow "Treasure Hunt", which is something completely irrelevant to the topic of how to read an article. "Treasure Hunt" saw two members of the public (aided by TV newsreader Kenneth Kendall) using a library of books and tourist brochures to solve a series of five clues (provided, for the most part, by TV weather presenter Wincey Willis). These clues would generally be hidden at various tourist attractions within a specific county of the British Isles. The contestants would be in radio contact with a 'skyrunner' (Anneka Rice) who had a map and the use of a helicopter (piloted by Keith Thompson). Solving a clue would give the contestants the information they needed to direct the skyrunner (and her crew of camera operator Graham Berry and video engineer Frank Meyburgh) to the location of the next clue, and, ultimately, to the 'treasure' (a token object such as a little silver brooch). All of this was done against the clock, the contestants having only 45' to solve the clues and find the treasure. This, necessarily, required the contestants to be able to find relevant information quickly: they would have to select the right book from the shelves, and then navigate that text to find the information they needed. This, inevitably, involved a considerable amount of skim-reading. So maybe this paragraph was slightly relevant after all? No, probably not...

Skim-reading, then, is all about picking out the bits of a text that look like they need to be read, and ignoring other bits. It's about understanding the structure of a sentence or paragraph, and knowing where the important words like the verbs and nouns might be. You'll need to take in and consider the meaning of the text without reading every single word...

Approaches to skim-reading articles:

• Pick out the most relevant information from the title and abstract – What type of article is it? What are the concepts? What are the findings?;
• Scan through the article and note the headings to get an understanding of structure;
• Look more closely at the illustrations or figures ;
• Read the conclusion ;
• Read the first and last sentences in a paragraph to see whether the rest is worth reading.

After skimming, you may still decide to reject the text, or you may identify sections to read in more detail.

Close reading

You might read closely when you are...

• ...doing background reading;
• ...trying to get into a new or difficult topic;
• ...examining the discussions or data presented;
• ...following the details or the argument.

Again, close reading isn't necessarily about reading every single word of the text, but it is about reading deeply within specific sections of it to find the meaning of what the author is trying to convey. There will be parts that you will need to read more than once, as you'll need to consider the text in great detail in order to properly take in and assess what has been written.

Approaches to the close reading of articles:

• Focus on particular passages or a section of the text as a whole and read all of its content – your aim is to identify all the features of the text;
• Make notes and annotate the text as you read – note significant information and questions raised by the text;
• Re-read sections to improve understanding;
• Look up any concepts or terms that you don’t understand.

In conclusion...

Did you read every word of this page up to this point, or did you skip straight to the conclusion? Whichever approach you took, here's our summary of how to go about reading an article:

• Come up with some questions you need the text to answer – this will help you focus;
• Read the abstract to get an idea about what the article is about;
• Scan the text for signs of relevance, and to get an understanding of the scope of the article – which parts might you need to read?
• Skim through the useful parts of the article (e.g. the conclusion) to get a flavour of what's being said;
• If there are any sections of interest, read them closely ;
• Consider the validity of the research process (method, sample size, etc.) or arguments being employed;
• Make a note of what you find, and any questions the text raises.

How to read an article

Where do you start when looking at academic literature ? How can you successfully engage with the literature you find? This bitesized tutorial explores the structure of academic articles , shows where to look to check the validity of findings , and offers tips for navigating online texts.

Forthcoming training sessions

Forthcoming sessions on :

CITY College

Please ensure you sign up at least one working day before the start of the session to be sure of receiving joining instructions.

If you're based at CITY College you can book onto the following sessions by sending an email with the session details to your Faculty Librarian:

[email protected]

There's more training events at:

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Organizing Your Social Sciences Research Paper

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Reading a Scholarly Article or Research Paper

Identifying a research problem to investigate usually requires a preliminary search for and critical review of the literature in order to gain an understanding about how scholars have examined a topic. Scholars rarely structure research studies in a way that can be followed like a story; they are complex and detail-intensive and often written in a descriptive and conclusive narrative form. However, in the social and behavioral sciences, journal articles and stand-alone research reports are generally organized in a consistent format that makes it easier to compare and contrast studies and to interpret their contents.

General Reading Strategies

W hen you first read an article or research paper, focus on asking specific questions about each section. This strategy can help with overall comprehension and with understanding how the content relates [or does not relate] to the problem you want to investigate. As you review more and more studies, the process of understanding and critically evaluating the research will become easier because the content of what you review will begin to coalescence around common themes and patterns of analysis. Below are recommendations on how to read each section of a research paper effectively. Note that the sections to read are out of order from how you will find them organized in a journal article or research paper.

1.  Abstract

The abstract summarizes the background, methods, results, discussion, and conclusions of a scholarly article or research paper. Use the abstract to filter out sources that may have appeared useful when you began searching for information but, in reality, are not relevant. Questions to consider when reading the abstract are:

• Is this study related to my question or area of research?
• What is this study about and why is it being done ?
• What is the working hypothesis or underlying thesis?
• What is the primary finding of the study?
• Are there words or terminology that I can use to either narrow or broaden the parameters of my search for more information?

2.  Introduction

If, after reading the abstract, you believe the paper may be useful, focus on examining the research problem and identifying the questions the author is trying to address. This information is usually located within the first few paragraphs of the introduction or in the concluding paragraph. Look for information about how and in what way this relates to what you are investigating. In addition to the research problem, the introduction should provide the main argument and theoretical framework of the study and, in the last paragraphs of the introduction, describe what the author(s) intend to accomplish. Questions to consider when reading the introduction include:

• What is this study trying to prove or disprove?
• What is the author(s) trying to test or demonstrate?
• What do we already know about this topic and what gaps does this study try to fill or contribute a new understanding to the research problem?
• Why should I care about what is being investigated?
• Will this study tell me anything new related to the research problem I am investigating?

3.  Literature Review

The literature review describes and critically evaluates what is already known about a topic. Read the literature review to obtain a big picture perspective about how the topic has been studied and to begin the process of seeing where your potential study fits within the domain of prior research. Questions to consider when reading the literature review include:

• W hat other research has been conducted about this topic and what are the main themes that have emerged?
• What does prior research reveal about what is already known about the topic and what remains to be discovered?
• What have been the most important past findings about the research problem?
• How has prior research led the author(s) to conduct this particular study?
• Is there any prior research that is unique or groundbreaking?
• Are there any studies I could use as a model for designing and organizing my own study?

4.  Discussion/Conclusion

The discussion and conclusion are usually the last two sections of text in a scholarly article or research report. They reveal how the author(s) interpreted the findings of their research and presented recommendations or courses of action based on those findings. Often in the conclusion, the author(s) highlight recommendations for further research that can be used to develop your own study. Questions to consider when reading the discussion and conclusion sections include:

• What is the overall meaning of the study and why is this important? [i.e., how have the author(s) addressed the " So What? " question].
• What do you find to be the most important ways that the findings have been interpreted?
• What are the weaknesses in their argument?
• Do you believe conclusions about the significance of the study and its findings are valid?
• What limitations of the study do the author(s) describe and how might this help formulate my own research?
• Does the conclusion contain any recommendations for future research?

5.  Methods/Methodology

The methods section describes the materials, techniques, and procedures for gathering information used to examine the research problem. If what you have read so far closely supports your understanding of the topic, then move on to examining how the author(s) gathered information during the research process. Questions to consider when reading the methods section include:

• Did the study use qualitative [based on interviews, observations, content analysis], quantitative [based on statistical analysis], or a mixed-methods approach to examining the research problem?
• What was the type of information or data used?
• Could this method of analysis be repeated and can I adopt the same approach?
• Is enough information available to repeat the study or should new data be found to expand or improve understanding of the research problem?

6.  Results

After reading the above sections, you should have a clear understanding of the general findings of the study. Therefore, read the results section to identify how key findings were discussed in relation to the research problem. If any non-textual elements [e.g., graphs, charts, tables, etc.] are confusing, focus on the explanations about them in the text. Questions to consider when reading the results section include:

• W hat did the author(s) find and how did they find it?
• Does the author(s) highlight any findings as most significant?
• Are the results presented in a factual and unbiased way?
• Does the analysis of results in the discussion section agree with how the results are presented?
• Is all the data present and did the author(s) adequately address gaps?
• What conclusions do you formulate from this data and does it match with the author's conclusions?

7.  References

The references list the sources used by the author(s) to document what prior research and information was used when conducting the study. After reviewing the article or research paper, use the references to identify additional sources of information on the topic and to examine critically how these sources supported the overall research agenda. Questions to consider when reading the references include:

• Do the sources cited by the author(s) reflect a diversity of disciplinary viewpoints, i.e., are the sources all from a particular field of study or do the sources reflect multiple areas of study?
• Are there any unique or interesting sources that could be incorporated into my study?
• What other authors are respected in this field, i.e., who has multiple works cited or is cited most often by others?
• What other research should I review to clarify any remaining issues or that I need more information about?

NOTE :  A final strategy in reviewing research is to copy and paste the title of the source [journal article, book, research report] into Google Scholar . If it appears, look for a "cited by" followed by a hyperlinked number [e.g., Cited by 45]. This number indicates how many times the study has been subsequently cited in other, more recently published works. This strategy, known as citation tracking, can be an effective means of expanding your review of pertinent literature based on a study you have found useful and how scholars have cited it. The same strategies described above can be applied to reading articles you find in the list of cited by references.

Reading Tip

Specific Reading Strategies

Effectively reading scholarly research is an acquired skill that involves attention to detail and an ability to comprehend complex ideas, data, and theoretical concepts in a way that applies logically to the research problem you are investigating. Here are some specific reading strategies to consider.

As You are Reading

• Focus on information that is most relevant to the research problem; skim over the other parts.
• As noted above, read content out of order! This isn't a novel; you want to start with the spoiler to quickly assess the relevance of the study.
• Think critically about what you read and seek to build your own arguments; not everything may be entirely valid, examined effectively, or thoroughly investigated.
• Look up the definitions of unfamiliar words, concepts, or terminology. A good scholarly source is Credo Reference .

Taking notes as you read will save time when you go back to examine your sources. Here are some suggestions:

• Mark or highlight important text as you read [e.g., you can use the highlight text  feature in a PDF document]
• Take notes in the margins [e.g., Adobe Reader offers pop-up sticky notes].
• Highlight important quotations; consider using different colors to differentiate between quotes and other types of important text.
• Summarize key points about the study at the end of the paper. To save time, these can be in the form of a concise bulleted list of statements [e.g., intro has provides historical background; lit review has important sources; good conclusions].

Write down thoughts that come to mind that may help clarify your understanding of the research problem. Here are some examples of questions to ask yourself:

• Do I understand all of the terminology and key concepts?
• Do I understand the parts of this study most relevant to my topic?
• What specific problem does the research address and why is it important?
• Are there any issues or perspectives the author(s) did not consider?
• Do I have any reason to question the validity or reliability of this research?
• How do the findings relate to my research interests and to other works which I have read?

Adapted from text originally created by Holly Burt, Behavioral Sciences Librarian, USC Libraries, April 2018.

Another Reading Tip

When is it Important to Read the Entire Article or Research Paper

Laubepin argues, "Very few articles in a field are so important that every word needs to be read carefully." However, this implies that some studies are worth reading carefully. As painful and time-consuming as it may seem, there are valid reasons for reading a study in its entirety from beginning to end. Here are some examples:

• Studies Published Very Recently .  The author(s) of a recent, well written study will provide a survey of the most important or impactful prior research in the literature review section. This can establish an understanding of how scholars in the past addressed the research problem. In addition, the most recently published sources will highlight what is currently known and what gaps in understanding currently exist about a topic, usually in the form of the need for further research in the conclusion .
• Surveys of the Research Problem .  Some papers provide a comprehensive analytical overview of the research problem. Reading this type of study can help you understand underlying issues and discover why scholars have chosen to investigate the topic. This is particularly important if the study was published very recently because the author(s) should cite all or most of the key prior research on the topic. Note that, if it is a long-standing problem, there may be studies that specifically review the literature to identify gaps that remain. These studies often include the word review in their title [e.g., Hügel, Stephan, and Anna R. Davies. "Public Participation, Engagement, and Climate Change Adaptation: A Review of the Research Literature." Wiley Interdisciplinary Reviews: Climate Change 11 (July-August 2020): https://doi.org/10.1002/ wcc.645].
• Highly Cited .  If you keep coming across the same citation to a study while you are reviewing the literature, this implies it was foundational in establishing an understanding of the research problem or the study had a significant impact within the literature [positive or negative]. Carefully reading a highly cited source can help you understand how the topic emerged and motivated scholars to further investigate the problem. It also could be a study you need to cite as foundational in your own paper to demonstrate to the reader that you understand the roots of the problem.
• Historical Overview .  Knowing the historical background of a research problem may not be the focus of your analysis. Nevertheless, carefully reading a study that provides a thorough description and analysis of the history behind an event, issue, or phenomenon can add important context to understanding the topic and what aspect of the problem you may want to examine further.
• Innovative Methodological Design .  Some studies are significant and worth reading in their entirety because the author(s) designed a unique or innovative approach to researching the problem. This may justify reading the entire study because it can motivate you to think creatively about pursuing an alternative or non-traditional approach to examining your topic of interest. These types of studies are generally easy to identify because they are often cited in others works because of their unique approach to studying the research problem.
• Cross-disciplinary Approach .  R eviewing studies produced outside of your discipline is an essential component of investigating research problems in the social and behavioral sciences. Consider reading a study that was conducted by author(s) based in a different discipline [e.g., an anthropologist studying political cultures; a study of hiring practices in companies published in a sociology journal]. This approach can generate a new understanding or a unique perspective about the topic . If you are not sure how to search for studies published in a discipline outside of your major or of the course you are taking, contact a librarian for assistance.

Laubepin, Frederique. How to Read (and Understand) a Social Science Journal Article . Inter-University Consortium for Political and Social Research (ISPSR), 2013; Shon, Phillip Chong Ho. How to Read Journal Articles in the Social Sciences: A Very Practical Guide for Students . 2nd edition. Thousand Oaks, CA: Sage, 2015; Lockhart, Tara, and Mary Soliday. "The Critical Place of Reading in Writing Transfer (and Beyond): A Report of Student Experiences." Pedagogy 16 (2016): 23-37; Maguire, Moira, Ann Everitt Reynolds, and Brid Delahunt. "Reading to Be: The Role of Academic Reading in Emergent Academic and Professional Student Identities." Journal of University Teaching and Learning Practice 17 (2020): 5-12.

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This scientist read a paper every day for 899 days. Here’s what she learned

Olivia Rissland says reading a different paper every day has made her a better scientist.

Natalie Parletta

Olivia Rissland says that her reading habits have made her "a much more well-rounded scientist". Credit: Olivia Rissland

8 September 2020

Olivia Rissland

Olivia Rissland says that her reading habits have made her "a much more well-rounded scientist".

Keeping up with the research literature is a must for any scientist, but it tends to slip down the priority list when there’s grant-writing, fieldwork, publishing, teaching, and analysis to be done.

“Reading papers definitely falls under that ‘important and not urgent’ category of activities,” says molecular biologist Olivia Rissland, who runs a lab focussed on understanding gene regulation at the University of Colorado Anschutz Medical Campus in Aurora.

“It’s easy to say, ‘I’ll read that paper tomorrow,’ and then, how much time goes by and you haven’t read a single paper?”

On 1 January 2018, Rissland set herself the task of reading one paper per day, every day, as “a bit of a lark”.

“I thought, ‘Let’s see how long I can keep this up’, but within a month I was hooked,” she says. “I loved the exercise of learning something new every day and seeing how that opened up ideas in my own research.”

By June 17 2020, Rissland announced on Twitter that not only had she had kept the habit up, but it’s benefited her career in ways she couldn’t have predicted.

“As of today, I have read 899 papers in 899 days,” she tweeted. “I never would have imagined 2.5 years ago how much I would learn through this and how this would make me a better scientist and human."

Well-rounded

As well as keeping up with new research in her own field, Rissland now reads more broadly. She’s been pursing literature about the ethical and professional considerations in research, for example, such as the effects of systematic bias on promotion and hiring decisions.

Reading a paper from end to end has also helped her appreciate the nuances that would be missed by skimming the key findings of a paper, such as learning about different scientific methods.

“It’s made me a much more well-rounded scientist,” she says.

While Rissland says there’s no particular strategy guiding her choice of paper, she has a ‘to read’ folder on her computer, which currently has around 250 papers in it. “On most days I choose ones that strike my fancy,” she says.

“Sometimes there are topics that I want to take deep dives into, so I might focus on a topic for a few weeks. But I think part of the fun for me is just to read something that I want to, as opposed to something I have to.”

Rissland says her favourite paper of all time is “ The Mundanity of Excellence ”, a sociology paper about what makes swimmers excel. She says this paper “transformed how I approach science and running a lab”.

Habit-forming

Rissland made the habit stick by holding herself accountable – she shares insights from her daily reads on her lab’s Slack channel, ‘365 papers’.

She also keeps a record of the papers she reads on a Google sheet, which has a line for every day of the year.

“Adding each citation to the Google sheet gives me enough joy and a feeling of accomplishment that it keeps me going,” she says.

Rissland doesn’t cut herself any slack – peer review or sourcing references for her own publications don’t count towards her daily tally. And if she misses one day, or ten, such as when she goes on a family hiking trip, she makes up for it later.

“Dedicating time to reading papers is more important to my lab’s success than answering e-mails,” she says. “I don’t necessarily work more than anyone else, I just make sure I dedicate a set amount of time to reading every day. Rather than being a burden, most of the time this is a high point of my day.”

Rissland’s advice to other researchers who want to take up the challenge is to figure out a routine that’s realistic for them – especially students who read more slowly – such as dedicating 20 or 30 minutes a day to reading.

She also recommends setting realistic guidelines early on, which can help solidify the habit. “The hard ‘structure’ of it keeps me honest,” she says.

Above all, says Rissland, it has to be enjoyable.

“Most of the time it’s the nicest part of my day because I’m actually being a scientist, reading other people’s beautiful research,” she says. “I usually come away feeling really inspired and full of ideas.”

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How to Read Research Papers— Unveiling AI Tool for Reading

Table of Contents

Reading research papers is an essential skill for students, academics, and professionals in various fields. It allows you to stay updated with the latest findings, develop critical thinking skills, and contribute to scholarly discussions. However, understanding these papers can be challenging due to their complex language and structure. That’s why we have written this article, which will provide you with comprehensive strategies on how to read a research paper effectively.

Let’s get started with how to identify the structure of a research paper!

Identify the structure of a research paper

Understanding the structure of a research paper is the first step toward how to read research paper effectively. Most research papers follow a standard structure, which includes an abstract , introduction , methodology , results, discussion and conclusion . Familiarizing yourself with the research paper structure can help you navigate the paper and understand its content.

Each section of a research paper serves a specific purpose. The abstract provides a summary of the entire research paper, the introduction presents the research question, the methodology explains how the research was conducted, the results section presents the findings, the discussion interprets these findings, and the conclusion summarizes the paper and suggests areas for future research.

Source: University of Wisconsin

Abstract: The abstract serves as a concise summary of the entire research paper. To efficiently grasp its content, focus on key elements such as the research question, methodology, and significant findings. This will provide a quick overview and help you decide whether the paper aligns with your interests.

Introduction: The research paper introduction sets the stage for the research, presenting the problem statement and the purpose of the study. Take note of the research gap, hypotheses, and objectives discussed here to understand the context of the paper.

Methodology: Understanding the methods employed in a study is crucial for evaluating the research's validity. Take note of the research design, data collection, and analysis methods to comprehend how the study was conducted.

Results: The results section presents the outcomes of the research. Approach this section with a critical mindset, assessing whether the results align with the research question and the methods used. Consider the implications of the findings within the broader context of the field.

Conclusion: The conclusion summarizes the key findings and their significance. It's a crucial part of the paper that brings together the entire study. Take the time to reflect on how the research contributes to the existing body of knowledge.

Citations: Follow the trail of references provided in the paper. This not only enhances your understanding but also leads you to related works that can deepen your knowledge of the subject.

More tips on how to read research papers effectively

Developing effective reading strategies can help you understand research papers more efficiently. These strategies include active reading, note-taking, and using AI tools for summarizing and understanding research papers.

Active reading involves engaging with the text, asking questions, and making connections. Note-taking helps you remember important information and organize your thoughts. Summarizing using AI tools allows you to condense the information and understand the main points of the paper easily.

Active Reading:

Active reading is a strategy that involves interacting with the text. This can include highlighting important information, making notes in the margins, and asking questions. Active reading can help you understand the content of the paper and remember it more effectively.

When reading a research paper, try to identify the main points, arguments, and evidence. Ask yourself questions like:

• What is the research question?
• What methods were used to answer it?
• What were the results? What conclusions were drawn?

This will help you engage with the paper and understand its content.

Source: https://idaho.pressbooks.pub/write/chapter/reading-for-writing/

Note-Taking:

Note-taking is another effective reading strategy. It involves writing down important information, ideas, and questions. Note-taking can help you remember the content of the paper, organize your thoughts, and prepare for discussions or writing assignments.

When taking notes, try to be concise and use your own words. This will help you understand the information and remember it more effectively. You can also use symbols or diagrams to represent complex ideas.

Source: University of Toronto

Using AI Tools to Summarize Research Paper:

When research papers are flooded with complex language, jargon, and acronyms, it’s important to use AI summarizer that helps you breakdown the sentences and makes it easier to read the information. In that case, you can make use of SciSpace Copilot which not only explains the highlighted section or paragraph, but also explains you the equations, tables, figures, and images present in the research paper. You can also rely on other AI tools to comprehend research papers in a short span of time.

Watch this video to learn how to use the AI summarizer:

Dealing with Technical Jargon:

Research papers often contain a lot of technical jargon. Don't be intimidated; instead, create a glossary for yourself. Look up unfamiliar terms and gradually build your understanding of the terminology used in your field of interest. As mentioned above, you can use AI summarizer to decode the jargon and get the essence of the research paper.

Joining Academic Communities:

Engage in discussions and forums related to your area of interest. Academic communities provide valuable insights, differing perspectives, and opportunities for networking with experts in the field.

Staying Updated on Research Trends:

To read research papers effectively, it's crucial to stay informed about the latest developments in your field. Subscribe to academic journals, follow reputable researchers on social media, and attend conferences or webinars to stay updated.

Using Academic Search Engines:

Make use of online tools and databases such as Google Scholar, PubMed, SciSpace , and academic journals to access a vast repository of research papers. These platforms often provide additional features like citation tracking and related articles, enriching your reading experience.

Also Read: Beast Academic Search Engines(2024)

Reading research papers is a complex task that requires a good understanding of the structure of a research paper, effective reading strategies, and the ability to interpret results. However, with practice and patience, you can develop these skills and become proficient at reading research papers.

Remember, the goal is not just to read the paper, but to understand it, evaluate it, and use it to contribute to your own research or professional development.

Frequently Asked Questions

Active reading helps understand research papers better. It involves activities like highlighting, taking notes, asking questions, and summarizing. This makes it easier to understand and evaluate the research material.

Taking notes during research helps you remember important information, stay organized, avoid plagiarism, think critically, and serve as a reference for future use, allowing you to revisit key points and findings as needed.

SciSpace notebook is the go-to tool for taking notes effortlessly

The best AI tool for reading research papers varies based on individual needs. A popular AI tools include SciSpace Copilot.

Using AI tools to read research papers is easy. First, choose a tool, example — SciSpace Copilot. Then, upload your paper. It analyzes it and explains it in a language of your choice. You can then use this summary to help with your research or understanding of the topic.

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AI for Meta-Analysis — A Comprehensive Guide

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Got tinnitus a device that tickles the tongue helps this musician find relief.

Allison Aubrey

After using the Lenire device for an hour each day for 12 weeks, Victoria Banks says her tinnitus is "barely noticeable." David Petrelli/Victoria Banks hide caption

After using the Lenire device for an hour each day for 12 weeks, Victoria Banks says her tinnitus is "barely noticeable."

Imagine if every moment is filled with a high-pitched buzz or ring that you can't turn off.

More than 25 million adults in the U.S., have a condition called tinnitus, according to the American Tinnitus Association. It can be stressful, even panic-inducing and difficult to manage. Dozens of factors can contribute to the onset of tinnitus, including hearing loss, exposure to loud noise or a viral illness.

There's no cure, but there are a range of strategies to reduce the symptoms and make it less bothersome, including hearing aids, mindfulness therapy , and one newer option – a device approved by the FDA to treat tinnitus using electrical stimulation of the tongue.

The device has helped Victoria Banks, a singer and songwriter in Nashville, Tenn., who developed tinnitus about three years ago.

"The noise in my head felt like a bunch of cicadas," Banks says. "It was terrifying." The buzz made it difficult for her to sing and listen to music. "It can be absolutely debilitating," she says.

Shots - Health News

Tinnitus bothers millions of americans. here's how to turn down the noise.

Banks tried taking dietary supplements , but those didn't help. She also stepped up exercise, but that didn't bring relief either. Then she read about a device called Lenire, which was approved by the FDA in March 2023. It includes a plastic mouthpiece with stainless steel electrodes that electrically stimulate the tongue. It is the first device of its kind to be approved for tinnitus.

"This had worked for other people, and I thought I'm willing to try anything at this point," Banks recalls.

She sought out audiologist Brian Fligor, who treats severe cases of tinnitus in the Boston area. Fligor was impressed by the results of a clinical trial that found 84% of participants who tried Lenire experienced a significant reduction in symptoms. He became one of the first providers in the U.S. to use the device with his patients. Fligor also served on an advisory panel assembled by the company who developed it.

"A good candidate for this device is somebody who's had tinnitus for at least three months," Fligor says, emphasizing that people should be evaluated first to make sure there's not an underlying medical issue.

Tinnitus often accompanies hearing loss, but Victoria Banks' hearing was fine and she had no other medical issue, so she was a good candidate.

Banks used the device for an hour each day for 12 weeks. During the hour-long sessions, the electrical stimulation "tickles" the tongue, she says. In addition, the device includes a set of headphones that play a series of tones and ocean-wave sounds.

The device works, in part, by shifting the brain's attention away from the buzz. We're wired to focus on important information coming into our brains, Fligor says. Think of it as a spotlight at a show pointed at the most important thing on the stage. "When you have tinnitus and you're frustrated or angry or scared by it, that spotlight gets really strong and focused on the tinnitus," Fligor says.

"It's the combination of what you're feeling through the nerves in your tongue and what you're hearing through your ears happening in synchrony that causes the spotlight in your brain to not be so stuck on the tinnitus," Fligor explains.

A clinical trial found 84% of people who used the device experienced a significant reduction in symptoms. Brian Fligor hide caption

A clinical trial found 84% of people who used the device experienced a significant reduction in symptoms.

"It unsticks your spotlight" and helps desensitize people to the perceived noise that their tinnitus creates, he says.

Banks says the ringing in her ears did not completely disappear, but now it's barely noticeable on most days.

"It's kind of like if I lived near a waterfall and the waterfall was constantly going," she says. Over time, the waterfall sound fades out of consciousness.

"My brain is now focusing on other things," and the buzz is no longer so distracting. She's back to listening to music, writing music, and performing music." I'm doing all of those things," she says.

When the buzz comes back into focus, Banks says a refresher session with the device helps.

A clinical trial found that 84% of people who tried Lenire , saw significant improvements in their condition. To measure changes, the participants took a questionnaire that asked them to rate how much tinnitus was impacting their sleep, sense of control, feelings of well-being and quality of life. After 12 weeks of using the device, participants improved by an average of 14 points.

"Where this device fits into the big picture, is that it's not a cure-all, but it's quickly become my go-to," for people who do not respond to other ways of managing tinnitus, Fligor says.

One down-side is the cost. Banks paid about $4,000 for the Lenire device, and insurance doesn't cover it. She put the expense on her credit card and paid it off gradually.

Fligor hopes that as the evidence of its effectiveness accumulates, insurers will begin to cover it. Despite the cost, more than 80% of participants in the clinical trial said they would recommend the device to a friend with tinnitus.

But, it's unclear how long the benefits last. Clinical trials have only evaluated Lenire over a 1-year period. "How durable are the effects? We don't really know yet," says audiologist Marc Fagelson, the scientific advisory committee chair of the American Tinnitus Association. He says research is promising but there's still more to learn.

Fagelson says the first step he takes with his patients is an evaluation for hearing loss. Research shows that hearing aids can be an effective treatment for tinnitus among people who have both tinnitus and hearing loss, which is much more common among older adults. An estimated one-third of adults 65 years of age and older who have hearing loss, also have tinnitus.

"We do see a lot of patients, even with very mild loss, who benefit from hearing aids," Fagelson says, but in his experience it's about 50-50 in terms of improving tinnitus. Often, he says people with tinnitus need to explore options beyond hearing aids.

Bruce Freeman , a scientist at the University of Pittsburgh Medical Center, says he's benefitted from both hearing aids and Lenire. He was fitted for the device in Ireland where it was developed, before it was available in the U.S.

Freeman agrees that the ringing never truly disappears, but the device has helped him manage the condition. He describes the sounds that play through the device headphones as very calming and "almost hypnotic" and combined with the tongue vibration, it's helped desensitize him to the ring.

Freeman – who is a research scientist – says he's impressed with the results of research, including a study published in Nature, Scientific Reports that points to significant improvements among clinical trial participants with tinnitus.

Freeman experienced a return of his symptoms when he stopped using the device. "Without it the tinnitus got worse," he says. Then, when he resumed use, it improved.

Freeman believes his long-term exposure to noisy instruments in his research laboratory may have played a role in his condition, and also a neck injury from a bicycle accident that fractured his vertebra. "All of those things converged," he says.

Freeman has developed several habits that help keep the high-pitched ring out of his consciousness and maintain good health. "One thing that does wonders is swimming," he says, pointing to the swooshing sound of water in his ears. "That's a form of mindfulness," he explains.

When it comes to the ring of tinnitus, "it comes and goes," Freeman says. For now, it has subsided into the background, he told me with a sense of relief. "The last two years have been great," he says – a combination of the device, hearing aids and the mindfulness that comes from a swim.

This story was edited by Jane Greenhalgh

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Transforming Energy Demand

In this paper, the Transforming Energy Demand initiative outlines actions for businesses and countries to enhance energy management, efficiency and carbon intensity reduction. It highlights commercially beneficial levers, implementable with existing technologies, to impact the transition significantly.

Adopting measures for energy-efficient output and service delivery is essential for businesses and countries to sustain economic growth and achieve net-zero goals.

As the global population and energy demand rise, particularly in developing markets, implementing public policies and fostering value chain collaborations are key to managing energy consumption and reducing carbon intensity. This will help mitigate energy costs and supply issues and unlock commercial benefits, thereby accelerating the transition. At COP28, over 120 countries committed to doubling the pace of energy efficiency improvement, necessitating concrete, realistic plans.

World Economic Forum reports may be republished in accordance with the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International Public License , and in accordance with our Terms of Use .

Further reading All related content

Cómo Davos 2024 fijó la agenda para acelerar una transición energética justa y rentable

La transición a la energía verde debe ser equitativa y justa, y el capital debe dirigirse a los más necesitados. Si se hace bien, podemos ahorrar billones y triplicar la energía limpia.

The world added 50% more renewable capacity last year than in 2022

How much is global renewable energy capacity increasing and what must happen to achieve the COP28 pledge to triple clean energy capacity by 2030?

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The green energy transition must be equitable and fair, with capital directed to the most needed. If done right, we can save trillions and triple clean energy.

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What the data says about crime in the U.S.

A growing share of Americans say reducing crime should be a top priority for the president and Congress to address this year. Around six-in-ten U.S. adults (58%) hold that view today, up from 47% at the beginning of Joe Biden’s presidency in 2021.

We conducted this analysis to learn more about U.S. crime patterns and how those patterns have changed over time.

The analysis relies on statistics published by the FBI, which we accessed through the Crime Data Explorer , and the Bureau of Justice Statistics (BJS), which we accessed through the  National Crime Victimization Survey data analysis tool .

To measure public attitudes about crime in the U.S., we relied on survey data from Pew Research Center and Gallup.

Additional details about each data source, including survey methodologies, are available by following the links in the text of this analysis.

With the issue likely to come up in this year’s presidential election, here’s what we know about crime in the United States, based on the latest available data from the federal government and other sources.

How much crime is there in the U.S.?

It’s difficult to say for certain. The  two primary sources of government crime statistics  – the Federal Bureau of Investigation (FBI) and the Bureau of Justice Statistics (BJS) – paint an incomplete picture.

The FBI publishes  annual data  on crimes that have been reported to law enforcement, but not crimes that haven’t been reported. Historically, the FBI has also only published statistics about a handful of specific violent and property crimes, but not many other types of crime, such as drug crime. And while the FBI’s data is based on information from thousands of federal, state, county, city and other police departments, not all law enforcement agencies participate every year. In 2022, the most recent full year with available statistics, the FBI received data from 83% of participating agencies .

BJS, for its part, tracks crime by fielding a  large annual survey of Americans ages 12 and older and asking them whether they were the victim of certain types of crime in the past six months. One advantage of this approach is that it captures both reported and unreported crimes. But the BJS survey has limitations of its own. Like the FBI, it focuses mainly on a handful of violent and property crimes. And since the BJS data is based on after-the-fact interviews with crime victims, it cannot provide information about one especially high-profile type of offense: murder.

All those caveats aside, looking at the FBI and BJS statistics side-by-side  does  give researchers a good picture of U.S. violent and property crime rates and how they have changed over time. In addition, the FBI is transitioning to a new data collection system – known as the National Incident-Based Reporting System – that eventually will provide national information on a much larger set of crimes , as well as details such as the time and place they occur and the types of weapons involved, if applicable.

Which kinds of crime are most and least common?

Property crime in the U.S. is much more common than violent crime. In 2022, the FBI reported a total of 1,954.4 property crimes per 100,000 people, compared with 380.7 violent crimes per 100,000 people.  

By far the most common form of property crime in 2022 was larceny/theft, followed by motor vehicle theft and burglary. Among violent crimes, aggravated assault was the most common offense, followed by robbery, rape, and murder/nonnegligent manslaughter.

BJS tracks a slightly different set of offenses from the FBI, but it finds the same overall patterns, with theft the most common form of property crime in 2022 and assault the most common form of violent crime.

How have crime rates in the U.S. changed over time?

Both the FBI and BJS data show dramatic declines in U.S. violent and property crime rates since the early 1990s, when crime spiked across much of the nation.

Using the FBI data, the violent crime rate fell 49% between 1993 and 2022, with large decreases in the rates of robbery (-74%), aggravated assault (-39%) and murder/nonnegligent manslaughter (-34%). It’s not possible to calculate the change in the rape rate during this period because the FBI  revised its definition of the offense in 2013 .

The FBI data also shows a 59% reduction in the U.S. property crime rate between 1993 and 2022, with big declines in the rates of burglary (-75%), larceny/theft (-54%) and motor vehicle theft (-53%).

Using the BJS statistics, the declines in the violent and property crime rates are even steeper than those captured in the FBI data. Per BJS, the U.S. violent and property crime rates each fell 71% between 1993 and 2022.

While crime rates have fallen sharply over the long term, the decline hasn’t always been steady. There have been notable increases in certain kinds of crime in some years, including recently.

In 2020, for example, the U.S. murder rate saw its largest single-year increase on record – and by 2022, it remained considerably higher than before the coronavirus pandemic. Preliminary data for 2023, however, suggests that the murder rate fell substantially last year .

How do Americans perceive crime in their country?

Americans tend to believe crime is up, even when official data shows it is down.

In 23 of 27 Gallup surveys conducted since 1993 , at least 60% of U.S. adults have said there is more crime nationally than there was the year before, despite the downward trend in crime rates during most of that period.

While perceptions of rising crime at the national level are common, fewer Americans believe crime is up in their own communities. In every Gallup crime survey since the 1990s, Americans have been much less likely to say crime is up in their area than to say the same about crime nationally.

Public attitudes about crime differ widely by Americans’ party affiliation, race and ethnicity, and other factors . For example, Republicans and Republican-leaning independents are much more likely than Democrats and Democratic leaners to say reducing crime should be a top priority for the president and Congress this year (68% vs. 47%), according to a recent Pew Research Center survey.

How does crime in the U.S. differ by demographic characteristics?

Some groups of Americans are more likely than others to be victims of crime. In the  2022 BJS survey , for example, younger people and those with lower incomes were far more likely to report being the victim of a violent crime than older and higher-income people.

There were no major differences in violent crime victimization rates between male and female respondents or between those who identified as White, Black or Hispanic. But the victimization rate among Asian Americans (a category that includes Native Hawaiians and other Pacific Islanders) was substantially lower than among other racial and ethnic groups.

The same BJS survey asks victims about the demographic characteristics of the offenders in the incidents they experienced.

In 2022, those who are male, younger people and those who are Black accounted for considerably larger shares of perceived offenders in violent incidents than their respective shares of the U.S. population. Men, for instance, accounted for 79% of perceived offenders in violent incidents, compared with 49% of the nation’s 12-and-older population that year. Black Americans accounted for 25% of perceived offenders in violent incidents, about twice their share of the 12-and-older population (12%).

As with all surveys, however, there are several potential sources of error, including the possibility that crime victims’ perceptions about offenders are incorrect.

How does crime in the U.S. differ geographically?

There are big geographic differences in violent and property crime rates.

For example, in 2022, there were more than 700 violent crimes per 100,000 residents in New Mexico and Alaska. That compares with fewer than 200 per 100,000 people in Rhode Island, Connecticut, New Hampshire and Maine, according to the FBI.

The FBI notes that various factors might influence an area’s crime rate, including its population density and economic conditions.

What percentage of crimes are reported to police? What percentage are solved?

Most violent and property crimes in the U.S. are not reported to police, and most of the crimes that  are  reported are not solved.

In its annual survey, BJS asks crime victims whether they reported their crime to police. It found that in 2022, only 41.5% of violent crimes and 31.8% of household property crimes were reported to authorities. BJS notes that there are many reasons why crime might not be reported, including fear of reprisal or of “getting the offender in trouble,” a feeling that police “would not or could not do anything to help,” or a belief that the crime is “a personal issue or too trivial to report.”

Most of the crimes that are reported to police, meanwhile,  are not solved , at least based on an FBI measure known as the clearance rate . That’s the share of cases each year that are closed, or “cleared,” through the arrest, charging and referral of a suspect for prosecution, or due to “exceptional” circumstances such as the death of a suspect or a victim’s refusal to cooperate with a prosecution. In 2022, police nationwide cleared 36.7% of violent crimes that were reported to them and 12.1% of the property crimes that came to their attention.

Which crimes are most likely to be reported to police? Which are most likely to be solved?

Around eight-in-ten motor vehicle thefts (80.9%) were reported to police in 2022, making them by far the most commonly reported property crime tracked by BJS. Household burglaries and trespassing offenses were reported to police at much lower rates (44.9% and 41.2%, respectively), while personal theft/larceny and other types of theft were only reported around a quarter of the time.

Among violent crimes – excluding homicide, which BJS doesn’t track – robbery was the most likely to be reported to law enforcement in 2022 (64.0%). It was followed by aggravated assault (49.9%), simple assault (36.8%) and rape/sexual assault (21.4%).

The list of crimes  cleared  by police in 2022 looks different from the list of crimes reported. Law enforcement officers were generally much more likely to solve violent crimes than property crimes, according to the FBI.

The most frequently solved violent crime tends to be homicide. Police cleared around half of murders and nonnegligent manslaughters (52.3%) in 2022. The clearance rates were lower for aggravated assault (41.4%), rape (26.1%) and robbery (23.2%).

When it comes to property crime, law enforcement agencies cleared 13.0% of burglaries, 12.4% of larcenies/thefts and 9.3% of motor vehicle thefts in 2022.

Are police solving more or fewer crimes than they used to?

Nationwide clearance rates for both violent and property crime are at their lowest levels since at least 1993, the FBI data shows.

Police cleared a little over a third (36.7%) of the violent crimes that came to their attention in 2022, down from nearly half (48.1%) as recently as 2013. During the same period, there were decreases for each of the four types of violent crime the FBI tracks:

• Police cleared 52.3% of reported murders and nonnegligent homicides in 2022, down from 64.1% in 2013.
• They cleared 41.4% of aggravated assaults, down from 57.7%.
• They cleared 26.1% of rapes, down from 40.6%.
• They cleared 23.2% of robberies, down from 29.4%.

The pattern is less pronounced for property crime. Overall, law enforcement agencies cleared 12.1% of reported property crimes in 2022, down from 19.7% in 2013. The clearance rate for burglary didn’t change much, but it fell for larceny/theft (to 12.4% in 2022 from 22.4% in 2013) and motor vehicle theft (to 9.3% from 14.2%).

Note: This is an update of a post originally published on Nov. 20, 2020.

• Criminal Justice

John Gramlich is an associate director at Pew Research Center

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