examples of critique of research papers

How to Write an Article Critique Step-by-Step

Table of contents

• 1 What is an Article Critique Writing?
• 2 How to Critique an Article: The Main Steps
• 3 Article Critique Outline
• 4 Article Critique Formatting
• 5 How to Write a Journal Article Critique
• 6 How to Write a Research Article Critique
• 7 Research Methods in Article Critique Writing
• 8 Tips for writing an Article Critique

Do you know how to critique an article? If not, don’t worry – this guide will walk you through the writing process step-by-step. First, we’ll discuss what a research article critique is and its importance. Then, we’ll outline the key points to consider when critiquing a scientific article. Finally, we’ll provide a step-by-step guide on how to write an article critique including introduction, body and summary. Read more to get the main idea of crafting a critique paper.

What is an Article Critique Writing?

An article critique is a formal analysis and evaluation of a piece of writing. It is often written in response to a particular text but can also be a response to a book, a movie, or any other form of writing. There are many different types of review articles . Before writing an article critique, you should have an idea about each of them.

To start writing a good critique, you must first read the article thoroughly and examine and make sure you understand the article’s purpose. Then, you should outline the article’s key points and discuss how well they are presented. Next, you should offer your comments and opinions on the article, discussing whether you agree or disagree with the author’s points and subject. Finally, concluding your critique with a brief summary of your thoughts on the article would be best. Ensure that the general audience understands your perspective on the piece.

How to Critique an Article: The Main Steps

If you are wondering “what is included in an article critique,” the answer is:

An article critique typically includes the following:

• A brief summary of the article .
• A critical evaluation of the article’s strengths and weaknesses.
• A conclusion.

When critiquing an article, it is essential to critically read the piece and consider the author’s purpose and research strategies that the author chose. Next, provide a brief summary of the text, highlighting the author’s main points and ideas. Critique an article using formal language and relevant literature in the body paragraphs. Finally, describe the thesis statement, main idea, and author’s interpretations in your language using specific examples from the article. It is also vital to discuss the statistical methods used and whether they are appropriate for the research question. Make notes of the points you think need to be discussed, and also do a literature review from where the author ground their research. Offer your perspective on the article and whether it is well-written. Finally, provide background information on the topic if necessary.

When you are reading an article, it is vital to take notes and critique the text to understand it fully and to be able to use the information in it. Here are the main steps for critiquing an article:

• Read the piece thoroughly, taking notes as you go. Ensure you understand the main points and the author’s argument.
• Take a look at the author’s perspective. Is it powerful? Does it back up the author’s point of view?
• Carefully examine the article’s tone. Is it biased? Are you being persuaded by the author in any way?
• Look at the structure. Is it well organized? Does it make sense?
• Consider the writing style. Is it clear? Is it well-written?
• Evaluate the sources the author uses. Are they credible?
• Think about your own opinion. With what do you concur or disagree? Why?

Article Critique Outline

When assigned an article critique, your instructor asks you to read and analyze it and provide feedback. A specific format is typically followed when writing an article critique.

An article critique usually has three sections: an introduction, a body, and a conclusion.

• The introduction of your article critique should have a summary and key points.
• The critique’s main body should thoroughly evaluate the piece, highlighting its strengths and weaknesses, and state your ideas and opinions with supporting evidence.
• The conclusion should restate your research and describe your opinion.

You should provide your analysis rather than simply agreeing or disagreeing with the author. When writing an article review , it is essential to be objective and critical. Describe your perspective on the subject and create an article review summary. Be sure to use proper grammar, spelling, and punctuation, write it in the third person, and cite your sources.

Article Critique Formatting

When writing an article critique, you should follow a few formatting guidelines. The importance of using a proper format is to make your review clear and easy to read.

Make sure to use double spacing throughout your critique. It will make it easy to understand and read for your instructor.

Indent each new paragraph. It will help to separate your critique into different sections visually.

Use headings to organize your critique. Your introduction, body, and conclusion should stand out. It will make it easy for your instructor to follow your thoughts.

Use standard fonts, such as Times New Roman or Arial. It will make your critique easy to read.

Use 12-point font size. It will ensure that your critique is easy to read.

How to Write a Journal Article Critique

When critiquing a journal article, there are a few key points to keep in mind:

• Good critiques should be objective, meaning that the author’s ideas and arguments should be evaluated without personal bias.
• Critiques should be critical, meaning that all aspects of the article should be examined, including the author’s introduction, main ideas, and discussion.
• Critiques should be informative, providing the reader with a clear understanding of the article’s strengths and weaknesses.

When critiquing a research article, evaluating the author’s argument and the evidence they present is important. The author should state their thesis or the main point in the introductory paragraph. You should explain the article’s main ideas and evaluate the evidence critically. In the discussion section, the author should explain the implications of their findings and suggest future research.

It is also essential to keep a critical eye when reading scientific articles. In order to be credible, the scientific article must be based on evidence and previous literature. The author’s argument should be well-supported by data and logical reasoning.

How to Write a Research Article Critique

When you are assigned a research article, the first thing you need to do is read the piece carefully. Make sure you understand the subject matter and the author’s chosen approach. Next, you need to assess the importance of the author’s work. What are the key findings, and how do they contribute to the field of research?

Finally, you need to provide a critical point-by-point analysis of the article. This should include discussing the research questions, the main findings, and the overall impression of the scientific piece. In conclusion, you should state whether the text is good or bad. Read more to get an idea about curating a research article critique. But if you are not confident, you can ask “ write my papers ” and hire a professional to craft a critique paper for you. Explore your options online and get high-quality work quickly.

However, test yourself and use the following tips to write a research article critique that is clear, concise, and properly formatted.

• Take notes while you read the text in its entirety. Right down each point you agree and disagree with.
• Write a thesis statement that concisely and clearly outlines the main points.
• Write a paragraph that introduces the article and provides context for the critique.
• Write a paragraph for each of the following points, summarizing the main points and providing your own analysis:
• The purpose of the study
• The research question or questions
• The methods used
• The outcomes
• The conclusions were drawn by the author(s)
• Mention the strengths and weaknesses of the piece in a separate paragraph.
• Write a conclusion that summarizes your thoughts about the article.
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Research Methods in Article Critique Writing

When writing an article critique, it is important to use research methods to support your arguments. There are a variety of research methods that you can use, and each has its strengths and weaknesses. In this text, we will discuss four of the most common research methods used in article critique writing: quantitative research, qualitative research, systematic reviews, and meta-analysis.

Quantitative research is a research method that uses numbers and statistics to analyze data. This type of research is used to test hypotheses or measure a treatment’s effects. Quantitative research is normally considered more reliable than qualitative research because it considers a large amount of information. But, it might be difficult to find enough data to complete it properly.

Qualitative research is a research method that uses words and interviews to analyze data. This type of research is used to understand people’s thoughts and feelings. Qualitative research is usually more reliable than quantitative research because it is less likely to be biased. Though it is more expensive and tedious.

Systematic reviews are a type of research that uses a set of rules to search for and analyze studies on a particular topic. Some think that systematic reviews are more reliable than other research methods because they use a rigorous process to find and analyze studies. However, they can be pricy and long to carry out.

Meta-analysis is a type of research that combines several studies’ results to understand a treatment’s overall effect better. Meta-analysis is generally considered one of the most reliable type of research because it uses data from several approved studies. Conversely, it involves a long and costly process.

Are you still struggling to understand the critique of an article concept? You can contact an online review writing service to get help from skilled writers. You can get custom, and unique article reviews easily.

Tips for writing an Article Critique

It’s crucial to keep in mind that you’re not just sharing your opinion of the content when you write an article critique. Instead, you are providing a critical analysis, looking at its strengths and weaknesses. In order to write a compelling critique, you should follow these tips: Take note carefully of the essential elements as you read it.

• Make sure that you understand the thesis statement.
• Write down your thoughts, including strengths and weaknesses.
• Use evidence from to support your points.
• Create a clear and concise critique, making sure to avoid giving your opinion.

It is important to be clear and concise when creating an article critique. You should avoid giving your opinion and instead focus on providing a critical analysis. You should also use evidence from the article to support your points.

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IOE Writing Centre

• Writing a Critical Review

Writing a Critique

A critique (or critical review) is not to be mistaken for a literature review. A 'critical review', or 'critique', is a complete type of text (or genre), discussing one particular article or book in detail.  In some instances, you may be asked to write a critique of two or three articles (e.g. a comparative critical review). In contrast, a 'literature review', which also needs to be 'critical', is a part of a larger type of text, such as a chapter of your dissertation.

Most importantly: Read your article / book as many times as possible, as this will make the critical review much easier.

1. Read and take notes 2. Organising your writing 3. Summary 4. Evaluation 5. Linguistic features of a critical review 6. Summary language 7. Evaluation language 8. Conclusion language 9. Example extracts from a critical review 10. Further resources

Read and Take Notes

To improve your reading confidence and efficiency, visit our pages on reading.

Further reading: Read Confidently

After you are familiar with the text, make notes on some of the following questions. Choose the questions which seem suitable:

• What kind of article is it (for example does it present data or does it present purely theoretical arguments)?
• What is the main area under discussion?
• What are the main findings?
• What are the stated limitations?
• Where does the author's data and evidence come from? Are they appropriate / sufficient?
• What are the main issues raised by the author?
• What questions are raised?
• How well are these questions addressed?
• What are the major points/interpretations made by the author in terms of the issues raised?
• Is the text balanced? Is it fair / biased?
• Does the author contradict herself?
• How does all this relate to other literature on this topic?
• How does all this relate to your own experience, ideas and views?
• What else has this author written? Do these build / complement this text?
• (Optional) Has anyone else reviewed this article? What did they say? Do I agree with them?

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Organising your writing

You first need to summarise the text that you have read. One reason to summarise the text is that the reader may not have read the text. In your summary, you will

• focus on points within the article that you think are interesting
• summarise the author(s) main ideas or argument
• explain how these ideas / argument have been constructed. (For example, is the author basing her arguments on data that they have collected? Are the main ideas / argument purely theoretical?)

In your summary you might answer the following questions:     Why is this topic important?     Where can this text be located? For example, does it address policy studies?     What other prominent authors also write about this?

Evaluation is the most important part in a critical review.

Use the literature to support your views. You may also use your knowledge of conducting research, and your own experience. Evaluation can be explicit or implicit.

Explicit evaluation

Explicit evaluation involves stating directly (explicitly) how you intend to evaluate the text. e.g. "I will review this article by focusing on the following questions. First, I will examine the extent to which the authors contribute to current thought on Second Language Acquisition (SLA) pedagogy. After that, I will analyse whether the authors' propositions are feasible within overseas SLA classrooms."

Implicit evaluation

Implicit evaluation is less direct. The following section on Linguistic Features of Writing a Critical Review contains language that evaluates the text. A difficult part of evaluation of a published text (and a professional author) is how to do this as a student. There is nothing wrong with making your position as a student explicit and incorporating it into your evaluation. Examples of how you might do this can be found in the section on Linguistic Features of Writing a Critical Review. You need to remember to locate and analyse the author's argument when you are writing your critical review. For example, you need to locate the authors' view of classroom pedagogy as presented in the book / article and not present a critique of views of classroom pedagogy in general.

Linguistic features of a critical review

The following examples come from published critical reviews. Some of them have been adapted for student use.

Summary language

•     This article / book is divided into two / three parts. First...
•     While the title might suggest...
•     The tone appears to be...
•     Title is the first / second volume in the series Title, edited by...The books / articles in this series address...
•     The second / third claim is based on...
•     The author challenges the notion that...
•     The author tries to find a more middle ground / make more modest claims...
•     The article / book begins with a short historical overview of...
•     Numerous authors have recently suggested that...(see Author, Year; Author, Year). Author would also be once such author. With his / her argument that...
•     To refer to title as a...is not to say that it is...
•     This book / article is aimed at... This intended readership...
•     The author's book / article examines the...To do this, the author first...
•     The author develops / suggests a theoretical / pedagogical model to…
•     This book / article positions itself firmly within the field of...
•     The author in a series of subtle arguments, indicates that he / she...
•     The argument is therefore...
•     The author asks "..."
•     With a purely critical / postmodern take on...
•     Topic, as the author points out, can be viewed as...
•     In this recent contribution to the field of...this British author...
•     As a leading author in the field of...
•     This book / article nicely contributes to the field of...and complements other work by this author...
•     The second / third part of...provides / questions / asks the reader...
•     Title is intended to encourage students / researchers to...
•     The approach taken by the author provides the opportunity to examine...in a qualitative / quantitative research framework that nicely complements...
•     The author notes / claims that state support / a focus on pedagogy / the adoption of...remains vital if...
•     According to Author (Year) teaching towards examinations is not as effective as it is in other areas of the curriculum. This is because, as Author (Year) claims that examinations have undue status within the curriculum.
•     According to Author (Year)…is not as effective in some areas of the curriculum / syllabus as others. Therefore the author believes that this is a reason for some school's…

Evaluation language

•     This argument is not entirely convincing, as...furthermore it commodifies / rationalises the...
•     Over the last five / ten years the view of...has increasingly been viewed as 'complicated' (see Author, Year; Author, Year).
•     However, through trying to integrate...with...the author...
•     There are difficulties with such a position.
•     Inevitably, several crucial questions are left unanswered / glossed over by this insightful / timely / interesting / stimulating book / article. Why should...
•     It might have been more relevant for the author to have written this book / article as...
•     This article / book is not without disappointment from those who would view...as...
•     This chosen framework enlightens / clouds...
•     This analysis intends to be...but falls a little short as...
•     The authors rightly conclude that if...
•     A detailed, well-written and rigorous account of...
•     As a Korean student I feel that this article / book very clearly illustrates...
•     The beginning of...provides an informative overview into...
•     The tables / figures do little to help / greatly help the reader...
•     The reaction by scholars who take a...approach might not be so favourable (e.g. Author, Year).
•     This explanation has a few weaknesses that other researchers have pointed out (see Author, Year; Author, Year). The first is...
•     On the other hand, the author wisely suggests / proposes that...By combining these two dimensions...
•     The author's brief introduction to...may leave the intended reader confused as it fails to properly...
•     Despite my inability to...I was greatly interested in...
•     Even where this reader / I disagree(s), the author's effort to...
•     The author thus combines...with...to argue...which seems quite improbable for a number of reasons. First...
•     Perhaps this aversion to...would explain the author's reluctance to...
•     As a second language student from ...I find it slightly ironic that such an anglo-centric view is...
•     The reader is rewarded with...
•     Less convincing is the broad-sweeping generalisation that...
•     There is no denying the author's subject knowledge nor his / her...
•     The author's prose is dense and littered with unnecessary jargon...
•     The author's critique of...might seem harsh but is well supported within the literature (see Author, Year; Author, Year; Author, Year). Aligning herself with the author, Author (Year) states that...
•     As it stands, the central focus of Title is well / poorly supported by its empirical findings...
•     Given the hesitation to generalise to...the limitation of...does not seem problematic...
•     For instance, the term...is never properly defined and the reader left to guess as to whether...
•     Furthermore, to label...as...inadvertently misguides...
•     In addition, this research proves to be timely / especially significant to... as recent government policy / proposals has / have been enacted to...
•     On this well researched / documented basis the author emphasises / proposes that...
•     Nonetheless, other research / scholarship / data tend to counter / contradict this possible trend / assumption...(see Author, Year; Author, Year).
•     Without entering into detail of the..., it should be stated that Title should be read by...others will see little value in...
•     As experimental conditions were not used in the study the word 'significant' misleads the reader.
•     The article / book becomes repetitious in its assertion that...
•     The thread of the author's argument becomes lost in an overuse of empirical data...
•     Almost every argument presented in the final section is largely derivative, providing little to say about...
•     She / he does not seem to take into consideration; however, that there are fundamental differences in the conditions of…
•     As Author (Year) points out, however, it seems to be necessary to look at…
•     This suggest that having low…does not necessarily indicate that…is ineffective.
•     Therefore, the suggestion made by Author (Year)…is difficult to support.
•     When considering all the data presented…it is not clear that the low scores of some students, indeed, reflects…

Conclusion language

•     Overall this article / book is an analytical look at...which within the field of...is often overlooked.
•     Despite its problems, Title offers valuable theoretical insights / interesting examples / a contribution to pedagogy and a starting point for students / researchers of...with an interest in...
•     This detailed and rigorously argued...
•     This first / second volume / book / article by...with an interest in...is highly informative...

Example extracts from a critical review

Writing critically.

If you have been told your writing is not critical enough, it probably means that your writing treats the knowledge claims as if they are true, well supported, and applicable in the context you are writing about. This may not always be the case.

In these two examples, the extracts refer to the same section of text. In each example, the section that refers to a source has been highlighted in bold. The note below the example then explains how the writer has used the source material.    

There is a strong positive effect on students, both educationally and emotionally, when the instructors try to learn to say students' names without making pronunciation errors (Kiang, 2004).

Use of source material in example a: 

This is a simple paraphrase with no critical comment. It looks like the writer agrees with Kiang. (This is not a good example for critical writing, as the writer has not made any critical comment).        

Kiang (2004) gives various examples to support his claim that "the positive emotional and educational impact on students is clear" (p.210) when instructors try to pronounce students' names in the correct way. He quotes one student, Nguyet, as saying that he "felt surprised and happy" (p.211) when the tutor said his name clearly . The emotional effect claimed by Kiang is illustrated in quotes such as these, although the educational impact is supported more indirectly through the chapter. Overall, he provides more examples of students being negatively affected by incorrect pronunciation, and it is difficult to find examples within the text of a positive educational impact as such.

Use of source material in example b: 

The writer describes Kiang's (2004) claim and the examples which he uses to try to support it. The writer then comments that the examples do not seem balanced and may not be enough to support the claims fully. This is a better example of writing which expresses criticality.

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Further resources

You may also be interested in our page on criticality, which covers criticality in general, and includes more critical reading questions.

Further reading: Read and Write Critically

We recommend that you do not search for other university guidelines on critical reviews. This is because the expectations may be different at other institutions. Ask your tutor for more guidance or examples if you have further questions.

IOE Writing Centre Online

Self-access resources from the Academic Writing Centre at the UCL Institute of Education.

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Article Summaries, Reviews & Critiques

• Writing an article SUMMARY
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Writing an article CRITIQUE

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A critique asks you to evaluate an article and the author’s argument. You will need to look critically at what the author is claiming, evaluate the research methods, and look for possible problems with, or applications of, the researcher’s claims.

Introduction

Give an overview of the author’s main points and how the author supports those points. Explain what the author found and describe the process they used to arrive at this conclusion.

Body Paragraphs

Interpret the information from the article:

• Does the author review previous studies? Is current and relevant research used?
• What type of research was used – empirical studies, anecdotal material, or personal observations?
• Was the sample too small to generalize from?
• Was the participant group lacking in diversity (race, gender, age, education, socioeconomic status, etc.)
• For instance, volunteers gathered at a health food store might have different attitudes about nutrition than the population at large.
• How useful does this work seem to you? How does the author suggest the findings could be applied and how do you believe they could be applied?
• How could the study have been improved in your opinion?
• Does the author appear to have any biases (related to gender, race, class, or politics)?
• Is the writing clear and easy to follow? Does the author’s tone add to or detract from the article?
• How useful are the visuals (such as tables, charts, maps, photographs) included, if any? How do they help to illustrate the argument? Are they confusing or hard to read?
• What further research might be conducted on this subject?

Try to synthesize the pieces of your critique to emphasize your own main points about the author’s work, relating the researcher’s work to your own knowledge or to topics being discussed in your course.

From the Center for Academic Excellence (opens in a new window), University of Saint Joseph Connecticut

Additional Resources

All links open in a new window.

Writing an Article Critique (from The University of Arizona Global Campus Writing Center)

How to Critique an Article (from Essaypro.com)

How to Write an Article Critique (from EliteEditing.com.au)

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A guide for critique of research articles

Following is the list of criteria to evaluate (critique) a research article. Please note that you should first summarize the paper and then evaluate different parts of it.

Most of the evaluation section should be devoted to evaluation of internal validity of the conclusions. Please add at the end a section entitled ''changes in the design/procedures if I want to replicate this study." Attach a copy of the original article to your paper.

Click here to see a an example (this is how you start) of a research critique.

Click here to see the original article.

The following list is a guide for you to organize your evaluation. It is recommended to organize your evaluation in this order. This is a long list of questions. You don’t have to address all questions. However, you should address highlighted questions . Some questions may not be relevant to your article.

Introduction

1.     Is there a statement of the problem?

2.     Is the problem “researchable”? That is, can it be investigated through the collection and analysis of data?

3.     Is background information on the problem presented?

4.     Is the educational significance of the problem discussed?

5.     Does the problem statement indicate the variables of interest and the specific relationship between those variables which are investigated? When necessary, are variables directly or operationally defined?

Review of Related Literature

1.     Is the review comprehensive?

2.     Are all cited references relevant to the problem under investigation?

3.     Are most of the sources primary, i.e., are there only a few or no secondary sources?

4.     Have the references been critically analyzed and the results of various studies compared and contrasted, i.e., is the review more than a series of abstracts or annotations?

5.     Does the review conclude with a brief summary of the literature and its implications for the problem investigated?

6.     Do the implications discussed form an empirical or theoretical rationale for the hypotheses which follow?

1.     Are specific questions to be answered listed or specific hypotheses to be tested stated?

2.     Does each hypothesis state an expected relationship or difference?

3.     If necessary, are variables directly or operationally defined?

4.     Is each hypothesis testable?

Method          Subjects

1.     Are the size and major characteristics of the population studied described?

2.     If a sample was selected, is the method of selecting the sample clearly described?

3.      Is the method of sample selection described one that is likely to result in a representative, unbiased sample?

4.     Did the researcher avoid the use of volunteers?

5.     Are the size and major characteristics of the sample described?

6.     Does the sample size meet the suggested guideline for minimum sample size appropriate for the method of research represented?      

Instruments

1.     Is the rationale given for the selection of the instruments (or measurements) used?

2.     Is each instrument described in terms of purpose and content?

3.     Are the instruments appropriate for measuring the intended variables?

4.     Is evidence presented that indicates that each instrument is appropriate for the sample under study?

5.     Is instrument validity discussed and coefficients given if appropriate?

6.     Is reliability discussed in terms of type and size of reliability coefficients?

7.     If appropriate, are subtest reliabilities given?

8.     If an instrument was developed specifically for the study, are the procedures involved in its development and validation described?

9.     If an instrument was developed specifically for the study, are administration, scoring or tabulating, and interpretation procedures fully described?

Design and Procedure

1.     Is the design appropriate for answering the questions or testing the hypotheses of the   study?

2.     Are the procedures described in sufficient detail to permit them to be replicated by another researcher?

3.     If a pilot study was conducted, are its execution and results described as well as its impact on the subsequent study?

4.     Are the control procedures described?

5.     Did the researcher discuss or account for any potentially confounding variables that he or she was unable to control for?

1.     Are appropriate descriptive or inferential statistics presented?

2.     Was the probability level, α, at which the results of the tests of significance were evaluated,

       specified in advance of the data analyses?

3.     If parametric tests were used, is there evidence that the researcher avoided violating the

       required assumptions for parametric tests?

4.     Are the tests of significance described appropriate, given the hypotheses and design of the

       study?

5.     Was every hypothesis tested?

6.     Are the tests of significance interpreted using the appropriate degrees of freedom?

7.     Are the results clearly presented?

8.     Are the tables and figures (if any) well organized and easy to understand?

9.     Are the data in each table and figure described in the text?

Discussion (Conclusions and Recommendation)

1.     Is each result discussed in terms of the original hypothesis to which it relates?

2.     Is each result discussed in terms of its agreement or disagreement with previous results

        obtained by other researchers in other studies?

3.     Are generalizations consistent with the results?

4.     Are the possible effects of uncontrolled variables on the results discussed?

5.     Are theoretical and practical implications of the findings discussed?

6.     Are recommendations for future action made?

7.     Are the suggestions for future action based on practical significance or on statistical

       significance only, i.e., has the author avoided confusing practical and statistical

       significance?

8.     Are recommendations for future research made?

Additional general questions to be answered in your critique.

1. What is (are) the research question(s) (or hypothesis)?

2. Describe the sample used in this study.

3. Describe the reliability and validity of all the instruments used.

4. What type of research is this?  Explain.

5. How was the data analyzed?

6. What is (are) the major finding(s)?

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How to Write an Article Critique

Tips for Writing a Psychology Critique Paper

Kendra Cherry, MS, is a psychosocial rehabilitation specialist, psychology educator, and author of the "Everything Psychology Book."

Emily is a board-certified science editor who has worked with top digital publishing brands like Voices for Biodiversity, Study.com, GoodTherapy, Vox, and Verywell.

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• Steps for Writing a Critique

Evaluating the Article

• How to Write It
• Helpful Tips

An article critique involves critically analyzing a written work to assess its strengths and flaws. If you need to write an article critique, you will need to describe the article, analyze its contents, interpret its meaning, and make an overall assessment of the importance of the work.

Critique papers require students to conduct a critical analysis of another piece of writing, often a book, journal article, or essay . No matter your major, you will probably be expected to write a critique paper at some point.

For psychology students, critiquing a professional paper is a great way to learn more about psychology articles, writing, and the research process itself. Students will analyze how researchers conduct experiments, interpret results, and discuss the impact of the results.

At a Glance

An article critique involves making a critical assessment of a single work. This is often an article, but it might also be a book or other written source. It summarizes the contents of the article and then evaluates both the strengths and weaknesses of the piece. Knowing how to write an article critique can help you learn how to evaluate sources with a discerning eye.

Steps for Writing an Effective Article Critique

While these tips are designed to help students write a psychology critique paper, many of the same principles apply to writing article critiques in other subject areas.

Your first step should always be a thorough read-through of the material you will be analyzing and critiquing. It needs to be more than just a casual skim read. It should be in-depth with an eye toward key elements.

To write an article critique, you should:

• Read the article , noting your first impressions, questions, thoughts, and observations
• Describe the contents of the article in your own words, focusing on the main themes or ideas
• Interpret the meaning of the article and its overall importance
• Critically evaluate the contents of the article, including any strong points as well as potential weaknesses

The following guidelines can help you assess the article you are reading and make better sense of the material.

Read the Introduction Section of the Article

Start by reading the introduction . Think about how this part of the article sets up the main body and how it helps you get a background on the topic.

• Is the hypothesis clearly stated?
• Is the necessary background information and previous research described in the introduction?

In addition to answering these basic questions, note other information provided in the introduction and any questions you have.

Read the Methods Section of the Article

Is the study procedure clearly outlined in the methods section ? Can you determine which variables the researchers are measuring?

Remember to jot down questions and thoughts that come to mind as you are reading. Once you have finished reading the paper, you can then refer back to your initial questions and see which ones remain unanswered.

Read the Results Section of the Article

Are all tables and graphs clearly labeled in the results section ? Do researchers provide enough statistical information? Did the researchers collect all of the data needed to measure the variables in question?

Make a note of any questions or information that does not seem to make sense. You can refer back to these questions later as you are writing your final critique.

Read the Discussion Section of the Article

Experts suggest that it is helpful to take notes while reading through sections of the paper you are evaluating. Ask yourself key questions:

• How do the researchers interpret the results of the study?
• Did the results support their hypothesis?
• Do the conclusions drawn by the researchers seem reasonable?

The discussion section offers students an excellent opportunity to take a position. If you agree with the researcher's conclusions, explain why. If you feel the researchers are incorrect or off-base, point out problems with the conclusions and suggest alternative explanations.

Another alternative is to point out questions the researchers failed to answer in the discussion section.

Begin Writing Your Own Critique of the Paper

Once you have read the article, compile your notes and develop an outline that you can follow as you write your psychology critique paper. Here's a guide that will walk you through how to structure your critique paper.

Introduction

Begin your paper by describing the journal article and authors you are critiquing. Provide the main hypothesis (or thesis) of the paper. Explain why you think the information is relevant.

Thesis Statement

The final part of your introduction should include your thesis statement. Your thesis statement is the main idea of your critique. Your thesis should briefly sum up the main points of your critique.

Article Summary

Provide a brief summary of the article. Outline the main points, results, and discussion.

When describing the study or paper, experts suggest that you include a summary of the questions being addressed, study participants, interventions, comparisons, outcomes, and study design.

Don't get bogged down by your summary. This section should highlight the main points of the article you are critiquing. Don't feel obligated to summarize each little detail of the main paper. Focus on giving the reader an overall idea of the article's content.

Your Analysis

In this section, you will provide your critique of the article. Describe any problems you had with the author's premise, methods, or conclusions. You might focus your critique on problems with the author's argument, presentation, information, and alternatives that have been overlooked.

When evaluating a study, summarize the main findings—including the strength of evidence for each main outcome—and consider their relevance to key demographic groups.  

Organize your paper carefully. Be careful not to jump around from one argument to the next. Arguing one point at a time ensures that your paper flows well and is easy to read.

Your critique paper should end with an overview of the article's argument, your conclusions, and your reactions.

More Tips When Writing an Article Critique

• As you are editing your paper, utilize a style guide published by the American Psychological Association, such as the official Publication Manual of the American Psychological Association .
• Reading scientific articles can be challenging at first. Remember that this is a skill that takes time to learn but that your skills will become stronger the more that you read.
• Take a rough draft of your paper to your school's writing lab for additional feedback and use your university library's resources.

What This Means For You

Being able to write a solid article critique is a useful academic skill. While it can be challenging, start by breaking down the sections of the paper, noting your initial thoughts and questions. Then structure your own critique so that you present a summary followed by your evaluation. In your critique, include the strengths and the weaknesses of the article.

Archibald D, Martimianakis MA. Writing, reading, and critiquing reviews .  Can Med Educ J . 2021;12(3):1-7. doi:10.36834/cmej.72945

Pautasso M. Ten simple rules for writing a literature review . PLoS Comput Biol . 2013;9(7):e1003149. doi:10.1371/journal.pcbi.1003149

Gülpınar Ö, Güçlü AG. How to write a review article?   Turk J Urol . 2013;39(Suppl 1):44–48. doi:10.5152/tud.2013.054

Erol A. Basics of writing review articles .  Noro Psikiyatr Ars . 2022;59(1):1-2. doi:10.29399/npa.28093

American Psychological Association.  Publication Manual of the American Psychological Association  (7th ed.). Washington DC: The American Psychological Association; 2019.

By Kendra Cherry, MSEd Kendra Cherry, MS, is a psychosocial rehabilitation specialist, psychology educator, and author of the "Everything Psychology Book."

Making sense of research: A guide for critiquing a paper

Affiliation.

• 1 School of Nursing, Griffith University, Meadowbrook, Queensland.
• PMID: 16114192
• DOI: 10.5172/conu.14.1.38

Learning how to critique research articles is one of the fundamental skills of scholarship in any discipline. The range, quantity and quality of publications available today via print, electronic and Internet databases means it has become essential to equip students and practitioners with the prerequisites to judge the integrity and usefulness of published research. Finding, understanding and critiquing quality articles can be a difficult process. This article sets out some helpful indicators to assist the novice to make sense of research.

Publication types

• Data Interpretation, Statistical
• Research Design
• Review Literature as Topic

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Writing, reading, and critiquing reviews

Écrire, lire et revue critique, douglas archibald.

1 University of Ottawa, Ontario, Canada;

Maria Athina Martimianakis

2 University of Toronto, Ontario, Canada

Why reviews matter

What do all authors of the CMEJ have in common? For that matter what do all health professions education scholars have in common? We all engage with literature. When you have an idea or question the first thing you do is find out what has been published on the topic of interest. Literature reviews are foundational to any study. They describe what is known about given topic and lead us to identify a knowledge gap to study. All reviews require authors to be able accurately summarize, synthesize, interpret and even critique the research literature. 1 , 2 In fact, for this editorial we have had to review the literature on reviews . Knowledge and evidence are expanding in our field of health professions education at an ever increasing rate and so to help keep pace, well written reviews are essential. Though reviews may be difficult to write, they will always be read. In this editorial we survey the various forms review articles can take. As well we want to provide authors and reviewers at CMEJ with some guidance and resources to be able write and/or review a review article.

What are the types of reviews conducted in Health Professions Education?

Health professions education attracts scholars from across disciplines and professions. For this reason, there are numerous ways to conduct reviews and it is important to familiarize oneself with these different forms to be able to effectively situate your work and write a compelling rationale for choosing your review methodology. 1 , 2 To do this, authors must contend with an ever-increasing lexicon of review type articles. In 2009 Grant and colleagues conducted a typology of reviews to aid readers makes sense of the different review types, listing fourteen different ways of conducting reviews, not all of which are mutually exclusive. 3 Interestingly, in their typology they did not include narrative reviews which are often used by authors in health professions education. In Table 1 , we offer a short description of three common types of review articles submitted to CMEJ.

Three common types of review articles submitted to CMEJ

More recently, authors such as Greenhalgh 4 have drawn attention to the perceived hierarchy of systematic reviews over scoping and narrative reviews. Like Greenhalgh, 4 we argue that systematic reviews are not to be seen as the gold standard of all reviews. Instead, it is important to align the method of review to what the authors hope to achieve, and pursue the review rigorously, according to the tenets of the chosen review type. Sometimes it is helpful to read part of the literature on your topic before deciding on a methodology for organizing and assessing its usefulness. Importantly, whether you are conducting a review or reading reviews, appreciating the differences between different types of reviews can also help you weigh the author’s interpretation of their findings.

In the next section we summarize some general tips for conducting successful reviews.

How to write and review a review article

In 2016 David Cook wrote an editorial for Medical Education on tips for a great review article. 13 These tips are excellent suggestions for all types of articles you are considering to submit to the CMEJ. First, start with a clear question: focused or more general depending on the type of review you are conducting. Systematic reviews tend to address very focused questions often summarizing the evidence of your topic. Other types of reviews tend to have broader questions and are more exploratory in nature.

Following your question, choose an approach and plan your methods to match your question…just like you would for a research study. Fortunately, there are guidelines for many types of reviews. As Cook points out the most important consideration is to be sure that the methods you follow lead to a defensible answer to your review question. To help you prepare for a defensible answer there are many guides available. For systematic reviews consult PRISMA guidelines ; 13 for scoping reviews PRISMA-ScR ; 14 and SANRA 15 for narrative reviews. It is also important to explain to readers why you have chosen to conduct a review. You may be introducing a new way for addressing an old problem, drawing links across literatures, filling in gaps in our knowledge about a phenomenon or educational practice. Cook refers to this as setting the stage. Linking back to the literature is important. In systematic reviews for example, you must be clear in explaining how your review builds on existing literature and previous reviews. This is your opportunity to be critical. What are the gaps and limitations of previous reviews? So, how will your systematic review resolve the shortcomings of previous work? In other types of reviews, such as narrative reviews, its less about filling a specific knowledge gap, and more about generating new research topic areas, exposing blind spots in our thinking, or making creative new links across issues. Whatever, type of review paper you are working on, the next steps are ones that can be applied to any scholarly writing. Be clear and offer insight. What is your main message? A review is more than just listing studies or referencing literature on your topic. Lead your readers to a convincing message. Provide commentary and interpretation for the studies in your review that will help you to inform your conclusions. For systematic reviews, Cook’s final tip is most likely the most important– report completely. You need to explain all your methods and report enough detail that readers can verify the main findings of each study you review. The most common reasons CMEJ reviewers recommend to decline a review article is because authors do not follow these last tips. In these instances authors do not provide the readers with enough detail to substantiate their interpretations or the message is not clear. Our recommendation for writing a great review is to ensure you have followed the previous tips and to have colleagues read over your paper to ensure you have provided a clear, detailed description and interpretation.

Finally, we leave you with some resources to guide your review writing. 3 , 7 , 8 , 10 , 11 , 16 , 17 We look forward to seeing your future work. One thing is certain, a better appreciation of what different reviews provide to the field will contribute to more purposeful exploration of the literature and better manuscript writing in general.

In this issue we present many interesting and worthwhile papers, two of which are, in fact, reviews.

Major Contributions

A chance for reform: the environmental impact of travel for general surgery residency interviews by Fung et al. 18 estimated the CO 2 emissions associated with traveling for residency position interviews. Due to the high emissions levels (mean 1.82 tonnes per applicant), they called for the consideration of alternative options such as videoconference interviews.

Understanding community family medicine preceptors’ involvement in educational scholarship: perceptions, influencing factors and promising areas for action by Ward and team 19 identified barriers, enablers, and opportunities to grow educational scholarship at community-based teaching sites. They discovered a growing interest in educational scholarship among community-based family medicine preceptors and hope the identification of successful processes will be beneficial for other community-based Family Medicine preceptors.

Exploring the global impact of the COVID-19 pandemic on medical education: an international cross-sectional study of medical learners by Allison Brown and team 20 studied the impact of COVID-19 on medical learners around the world. There were different concerns depending on the levels of training, such as residents’ concerns with career timeline compared to trainees’ concerns with the quality of learning. Overall, the learners negatively perceived the disruption at all levels and geographic regions.

The impact of local health professions education grants: is it worth the investment? by Susan Humphrey-Murto and co-authors 21 considered factors that lead to the publication of studies supported by local medical education grants. They identified several factors associated with publication success, including previous oral or poster presentations. They hope their results will be valuable for Canadian centres with local grant programs.

Exploring the impact of the COVID-19 pandemic on medical learner wellness: a needs assessment for the development of learner wellness interventions by Stephana Cherak and team 22 studied learner-wellness in various training environments disrupted by the pandemic. They reported a negative impact on learner wellness at all stages of training. Their results can benefit the development of future wellness interventions.

Program directors’ reflections on national policy change in medical education: insights on decision-making, accreditation, and the CanMEDS framework by Dore, Bogie, et al. 23 invited program directors to reflect on the introduction of the CanMEDS framework into Canadian postgraduate medical education programs. Their survey revealed that while program directors (PDs) recognized the necessity of the accreditation process, they did not feel they had a voice when the change occurred. The authors concluded that collaborations with PDs would lead to more successful outcomes.

Experiential learning, collaboration and reflection: key ingredients in longitudinal faculty development by Laura Farrell and team 24 stressed several elements for effective longitudinal faculty development (LFD) initiatives. They found that participants benefited from a supportive and collaborative environment while trying to learn a new skill or concept.

Brief Reports

The effect of COVID-19 on medical students’ education and wellbeing: a cross-sectional survey by Stephanie Thibaudeau and team 25 assessed the impact of COVID-19 on medical students. They reported an overall perceived negative impact, including increased depressive symptoms, increased anxiety, and reduced quality of education.

In Do PGY-1 residents in Emergency Medicine have enough experiences in resuscitations and other clinical procedures to meet the requirements of a Competence by Design curriculum? Meshkat and co-authors 26 recorded the number of adult medical resuscitations and clinical procedures completed by PGY1 Fellow of the Royal College of Physicians in Emergency Medicine residents to compare them to the Competence by Design requirements. Their study underscored the importance of monitoring collection against pre-set targets. They concluded that residency program curricula should be regularly reviewed to allow for adequate clinical experiences.

Rehearsal simulation for antenatal consults by Anita Cheng and team 27 studied whether rehearsal simulation for antenatal consults helped residents prepare for difficult conversations with parents expecting complications with their baby before birth. They found that while rehearsal simulation improved residents’ confidence and communication techniques, it did not prepare them for unexpected parent responses.

Review Papers and Meta-Analyses

Peer support programs in the fields of medicine and nursing: a systematic search and narrative review by Haykal and co-authors 28 described and evaluated peer support programs in the medical field published in the literature. They found numerous diverse programs and concluded that including a variety of delivery methods to meet the needs of all participants is a key aspect for future peer-support initiatives.

Towards competency-based medical education in addictions psychiatry: a systematic review by Bahji et al. 6 identified addiction interventions to build competency for psychiatry residents and fellows. They found that current psychiatry entrustable professional activities need to be better identified and evaluated to ensure sustained competence in addictions.

Six ways to get a grip on leveraging the expertise of Instructional Design and Technology professionals by Chen and Kleinheksel 29 provided ways to improve technology implementation by clarifying the role that Instructional Design and Technology professionals can play in technology initiatives and technology-enhanced learning. They concluded that a strong collaboration is to the benefit of both the learners and their future patients.

In his article, Seven ways to get a grip on running a successful promotions process, 30 Simon Field provided guidelines for maximizing opportunities for successful promotion experiences. His seven tips included creating a rubric for both self-assessment of likeliness of success and adjudication by the committee.

Six ways to get a grip on your first health education leadership role by Stasiuk and Scott 31 provided tips for considering a health education leadership position. They advised readers to be intentional and methodical in accepting or rejecting positions.

Re-examining the value proposition for Competency-Based Medical Education by Dagnone and team 32 described the excitement and controversy surrounding the implementation of competency-based medical education (CBME) by Canadian postgraduate training programs. They proposed observing which elements of CBME had a positive impact on various outcomes.

You Should Try This

In their work, Interprofessional culinary education workshops at the University of Saskatchewan, Lieffers et al. 33 described the implementation of interprofessional culinary education workshops that were designed to provide health professions students with an experiential and cooperative learning experience while learning about important topics in nutrition. They reported an enthusiastic response and cooperation among students from different health professional programs.

In their article, Physiotherapist-led musculoskeletal education: an innovative approach to teach medical students musculoskeletal assessment techniques, Boulila and team 34 described the implementation of physiotherapist-led workshops, whether the workshops increased medical students’ musculoskeletal knowledge, and if they increased confidence in assessment techniques.

Instagram as a virtual art display for medical students by Karly Pippitt and team 35 used social media as a platform for showcasing artwork done by first-year medical students. They described this shift to online learning due to COVID-19. Using Instagram was cost-saving and widely accessible. They intend to continue with both online and in-person displays in the future.

Adapting clinical skills volunteer patient recruitment and retention during COVID-19 by Nazerali-Maitland et al. 36 proposed a SLIM-COVID framework as a solution to the problem of dwindling volunteer patients due to COVID-19. Their framework is intended to provide actionable solutions to recruit and engage volunteers in a challenging environment.

In Quick Response codes for virtual learner evaluation of teaching and attendance monitoring, Roxana Mo and co-authors 37 used Quick Response (QR) codes to monitor attendance and obtain evaluations for virtual teaching sessions. They found QR codes valuable for quick and simple feedback that could be used for many educational applications.

In Creation and implementation of the Ottawa Handbook of Emergency Medicine Kaitlin Endres and team 38 described the creation of a handbook they made as an academic resource for medical students as they shift to clerkship. It includes relevant content encountered in Emergency Medicine. While they intended it for medical students, they also see its value for nurses, paramedics, and other medical professionals.

Commentary and Opinions

The alarming situation of medical student mental health by D’Eon and team 39 appealed to medical education leaders to respond to the high numbers of mental health concerns among medical students. They urged leaders to address the underlying problems, such as the excessive demands of the curriculum.

In the shadows: medical student clinical observerships and career exploration in the face of COVID-19 by Law and co-authors 40 offered potential solutions to replace in-person shadowing that has been disrupted due to the COVID-19 pandemic. They hope the alternatives such as virtual shadowing will close the gap in learning caused by the pandemic.

Letters to the Editor

Canadian Federation of Medical Students' response to “ The alarming situation of medical student mental health” King et al. 41 on behalf of the Canadian Federation of Medical Students (CFMS) responded to the commentary by D’Eon and team 39 on medical students' mental health. King called upon the medical education community to join the CFMS in its commitment to improving medical student wellbeing.

Re: “Development of a medical education podcast in obstetrics and gynecology” 42 was written by Kirubarajan in response to the article by Development of a medical education podcast in obstetrics and gynecology by Black and team. 43 Kirubarajan applauded the development of the podcast to meet a need in medical education, and suggested potential future topics such as interventions to prevent learner burnout.

Response to “First year medical student experiences with a clinical skills seminar emphasizing sexual and gender minority population complexity” by Kumar and Hassan 44 acknowledged the previously published article by Biro et al. 45 that explored limitations in medical training for the LGBTQ2S community. However, Kumar and Hassen advocated for further progress and reform for medical training to address the health requirements for sexual and gender minorities.

In her letter, Journey to the unknown: road closed!, 46 Rosemary Pawliuk responded to the article, Journey into the unknown: considering the international medical graduate perspective on the road to Canadian residency during the COVID-19 pandemic, by Gutman et al. 47 Pawliuk agreed that international medical students (IMGs) do not have adequate formal representation when it comes to residency training decisions. Therefore, Pawliuk challenged health organizations to make changes to give a voice in decision-making to the organizations representing IMGs.

In Connections, 48 Sara Guzman created a digital painting to portray her approach to learning. Her image of a hand touching a neuron showed her desire to physically see and touch an active neuron in order to further understand the brain and its connections.

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• A guide to critiquing a research paper. Methodological appraisal of a paper on nurses in abortion care (Lipp & Fothergill)
• Step-by-step guide to critiquing research. Part 1: Quantitative research (Coughlan et al.)
• Step-by-step guide to critiquing research. Part 2: Qualitative research (Coughlan et al.)

Guidelines:

• Critiquing Research Articles (Flinders University)
• Framework for How to Read and Critique a Research Study (American Nurses Association)
• How to Critique a Journal Article (UIS)
• How to Critique a Research Paper (University of Michigan)
• How to Write an Article Critique
• Research Article Critique Form
• Writing a Critique or Review of a Research Article (University of Calgary)

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How to Critique a Research Article

Published: 01 October 2023

Let's briefly examine some basic pointers on how to perform a literature review.

If you've managed to get your hands on peer-reviewed articles, then you may wonder why it is necessary for you to perform your own article critique. Surely the article will be of good quality if it has made it through the peer-review process?

Unfortunately, this is not always the case.

Publication bias can occur when editors only accept manuscripts that have a bearing on the direction of their own research, or reject manuscripts with negative findings. Additionally,  not all peer reviewers have expert knowledge on certain subject matters , which can introduce bias and sometimes a conflict of interest.

Performing your own critical analysis of an article allows you to consider its value to you and to your workplace.

Critical evaluation is defined as a systematic way of considering the truthfulness of a piece of research, its results and how relevant and applicable they are.

How to Critique

It can be a little overwhelming trying to critique an article when you're not sure where to start. Considering the article under the following headings may be of some use:

Title of Study/Research

You may be a better judge of this after reading the article, but the title should succinctly reflect the content of the work, stimulating readers' interest.

Three to six keywords that encapsulate the main topics of the research will have been drawn from the body of the article.

Introduction

This should include:

• Evidence of a literature review that is relevant and recent, critically appraising other works rather than merely describing them
• Background information on the study to orientate the reader to the problem
• Hypothesis or aims of the study
• Rationale for the study that justifies its need, i.e. to explore an un-investigated gap in the literature.

Materials and Methods

Similar to a recipe, the description of materials and methods will allow others to replicate the study elsewhere if needed. It should both contain and justify the exact specifications of selection criteria, sample size, response rate and any statistics used. This will demonstrate how the study is capable of achieving its aims. Things to consider in this section are:

• What sort of sampling technique and size was used?
• What proportion of the eligible sample participated? (e.g. '553 responded to a survey sent to 750 medical technologists'
• Were all eligible groups sampled? (e.g. was the survey sent only in English?)
• What were the strengths and weaknesses of the study?
• Were there threats to the reliability and validity of the study, and were these controlled for?
• Were there any obvious biases?
• If a trial was undertaken, was it randomised, case-controlled, blinded or double-blinded?

Results should be statistically analysed and presented in a way that an average reader of the journal will understand. Graphs and tables should be clear and promote clarity of the text. Consider whether:

• There were any major omissions in the results, which could indicate bias
• Percentages have been used to disguise small sample sizes
• The data generated is consistent with the data collected.

Negative results are just as relevant as research that produces positive results (but, as mentioned previously, may be omitted in publication due to editorial bias).

This should show insight into the meaning and significance of the research findings. It should not introduce any new material but should address how the aims of the study have been met. The discussion should use previous research work and theoretical concepts as the context in which the new study can be interpreted. Any limitations of the study, including bias, should be clearly presented. You will need to evaluate whether the author has clearly interpreted the results of the study, or whether the results could be interpreted another way.

Conclusions

These should be clearly stated and will only be valid if the study was reliable, valid and used a representative sample size. There may also be recommendations for further research.

These should be relevant to the study, be up-to-date, and should provide a comprehensive list of citations within the text.

Final Thoughts

Undertaking a critique of a research article may seem challenging at first, but will help you to evaluate whether the article has relevance to your own practice and workplace. Reading a single article can act as a springboard into researching the topic more widely, and aids in ensuring your nursing practice remains current and is supported by existing literature.

• Marshall, G 2005, ‘Critiquing a Research Article’, Radiography , vol. 11, no. 1, viewed 2 October 2023, https://www.radiographyonline.com/article/S1078-8174(04)00119-1/fulltext

Sarah Vogel View profile

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• Spartanburg Community College Library
• SCC Research Guides
• Writing a Critique
• Parts of a Critique

Depending on the source you are critiquing, your critique may not follow this exact format below. However, in general, critiques will be formatted in a similar way.

Introduction

• The name of the source or event
• What kind of source it is (book, film, lecture, etc.)
• The name of the author or the speaker
• The author or speaker's experience/expertise on the topic
• The main argument in the source (or the thesis statement of the source)
• The intended (target) audience for the source or event
• The purpose of the source or the event
• Did the author/speaker well-support their thesis statement?
• Did the author use any interest supports (stories, humor, examples, interactions, personal experience, etc.). Were they effective?
• What kind of evidence did the author/speaker use in the source (statistics, facts, quotations, surveys, studies, interviews, expert opinions). Are these resources credible/reliable? Did the evidence add to or contradict the author/speaker's argument?
• Did the source have quality content (avoiding fillers, presented newsworthy information, kept audiences interested)?
• Did the source use any visual aids (PowerPoint, images, artwork, etc.). Did the visual aids match or enhance what the author/speaker was discussing? Were the visual aids clearly organized, spell-checked, and included citations?
• Did the speaker move well through different topics?
• If the source was a live event or a recording, was the speaker energetic? Did they talk to the crowd or did they look at their notes too much? Were you able to hear and understand the speaker?
• If you're critiquing a film, were the film techniques used effective?

Conclusion/Recommendation

• What was your overall impression of the source?
• Would you recommend this source to others? Why or why not?
• What are your final thoughts about the source?

Helpful Handouts

• Sample Critique Paper Check out a sample critique essay of an event a student attended.
• How to Critique for a Live Performance (WOW) This worksheet will provide an outline of how to write a critique for the Wonders of Writing (WOW) event at SCC.
• How to Critique a Live/Zoom Presentation (Informational Presentation) This worksheet will show the outline for writing a critique for a live or a Zoom informational presentation.
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AI Index: State of AI in 13 Charts

In the new report, foundation models dominate, benchmarks fall, prices skyrocket, and on the global stage, the U.S. overshadows.

This year’s AI Index — a 500-page report tracking 2023’s worldwide trends in AI — is out.

The index is an independent initiative at the Stanford Institute for Human-Centered Artificial Intelligence (HAI), led by the AI Index Steering Committee, an interdisciplinary group of experts from across academia and industry. This year’s report covers the rise of multimodal foundation models, major cash investments into generative AI, new performance benchmarks, shifting global opinions, and new major regulations.

Don’t have an afternoon to pore through the findings? Check out the high level here.

A Move Toward Open-Sourced

This past year, organizations released 149 foundation models, more than double the number released in 2022. Of these newly released models, 65.7% were open-source (meaning they can be freely used and modified by anyone), compared with only 44.4% in 2022 and 33.3% in 2021.

But At a Cost of Performance?

Closed-source models still outperform their open-sourced counterparts. On 10 selected benchmarks, closed models achieved a median performance advantage of 24.2%, with differences ranging from as little as 4.0% on mathematical tasks like GSM8K to as much as 317.7% on agentic tasks like AgentBench.

Biggest Players

Industry dominates AI, especially in building and releasing foundation models. This past year Google edged out other industry players in releasing the most models, including Gemini and RT-2. In fact, since 2019, Google has led in releasing the most foundation models, with a total of 40, followed by OpenAI with 20. Academia trails industry: This past year, UC Berkeley released three models and Stanford two.

Industry Dwarfs All

If you needed more striking evidence that corporate AI is the only player in the room right now, this should do it. In 2023, industry accounted for 72% of all new foundation models.

Prices Skyrocket

One of the reasons academia and government have been edged out of the AI race: the exponential increase in cost of training these giant models. Google’s Gemini Ultra cost an estimated $191 million worth of compute to train, while OpenAI’s GPT-4 cost an estimated $78 million. In comparison, in 2017, the original Transformer model, which introduced the architecture that underpins virtually every modern LLM, cost around $900.

What AI Race?

At least in terms of notable machine learning models, the United States vastly outpaced other countries in 2023, developing a total of 61 models in 2023. Since 2019, the U.S. has consistently led in originating the majority of notable models, followed by China and the UK.

Move Over, Human

As of 2023, AI has hit human-level performance on many significant AI benchmarks, from those testing reading comprehension to visual reasoning. Still, it falls just short on some benchmarks like competition-level math. Because AI has been blasting past so many standard benchmarks, AI scholars have had to create new and more difficult challenges. This year’s index also tracked several of these new benchmarks, including those for tasks in coding, advanced reasoning, and agentic behavior.

Private Investment Drops (But We See You, GenAI)

While AI private investment has steadily dropped since 2021, generative AI is gaining steam. In 2023, the sector attracted $25.2 billion, nearly ninefold the investment of 2022 and about 30 times the amount from 2019 (call it the ChatGPT effect). Generative AI accounted for over a quarter of all AI-related private investments in 2023.

U.S. Wins $$ Race

And again, in 2023 the United States dominates in AI private investment. In 2023, the $67.2 billion invested in the U.S. was roughly 8.7 times greater than the amount invested in the next highest country, China, and 17.8 times the amount invested in the United Kingdom. That lineup looks the same when zooming out: Cumulatively since 2013, the United States leads investments at $335.2 billion, followed by China with $103.7 billion, and the United Kingdom at $22.3 billion.

Where is Corporate Adoption?

More companies are implementing AI in some part of their business: In surveys, 55% of organizations said they were using AI in 2023, up from 50% in 2022 and 20% in 2017. Businesses report using AI to automate contact centers, personalize content, and acquire new customers. 

Younger and Wealthier People Worry About Jobs

Globally, most people expect AI to change their jobs, and more than a third expect AI to replace them. Younger generations — Gen Z and millennials — anticipate more substantial effects from AI compared with older generations like Gen X and baby boomers. Specifically, 66% of Gen Z compared with 46% of boomer respondents believe AI will significantly affect their current jobs. Meanwhile, individuals with higher incomes, more education, and decision-making roles foresee AI having a great impact on their employment.

While the Commonwealth Worries About AI Products

When asked in a survey about whether AI products and services make you nervous, 69% of Aussies and 65% of Brits said yes. Japan is the least worried about their AI products at 23%.  

Regulation Rallies

More American regulatory agencies are passing regulations to protect citizens and govern the use of AI tools and data. For example, the Copyright Office and the Library of Congress passed copyright registration guidance concerning works that contained material generated by AI, while the Securities and Exchange Commission developed a cybersecurity risk management strategy, governance, and incident disclosure plan. The agencies to pass the most regulation were the Executive Office of the President and the Commerce Department. 

The AI Index was first created to track AI development. The index collaborates with such organizations as LinkedIn, Quid, McKinsey, Studyportals, the Schwartz Reisman Institute, and the International Federation of Robotics to gather the most current research and feature important insights on the AI ecosystem. 

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NPR defends its journalism after senior editor says it has lost the public's trust

David Folkenflik

NPR is defending its journalism and integrity after a senior editor wrote an essay accusing it of losing the public's trust. Saul Loeb/AFP via Getty Images hide caption

NPR is defending its journalism and integrity after a senior editor wrote an essay accusing it of losing the public's trust.

NPR's top news executive defended its journalism and its commitment to reflecting a diverse array of views on Tuesday after a senior NPR editor wrote a broad critique of how the network has covered some of the most important stories of the age.

"An open-minded spirit no longer exists within NPR, and now, predictably, we don't have an audience that reflects America," writes Uri Berliner.

A strategic emphasis on diversity and inclusion on the basis of race, ethnicity and sexual orientation, promoted by NPR's former CEO, John Lansing, has fed "the absence of viewpoint diversity," Berliner writes.

NPR's chief news executive, Edith Chapin, wrote in a memo to staff Tuesday afternoon that she and the news leadership team strongly reject Berliner's assessment.

"We're proud to stand behind the exceptional work that our desks and shows do to cover a wide range of challenging stories," she wrote. "We believe that inclusion — among our staff, with our sourcing, and in our overall coverage — is critical to telling the nuanced stories of this country and our world."

NPR names tech executive Katherine Maher to lead in turbulent era

She added, "None of our work is above scrutiny or critique. We must have vigorous discussions in the newsroom about how we serve the public as a whole."

A spokesperson for NPR said Chapin, who also serves as the network's chief content officer, would have no further comment.

Praised by NPR's critics

Berliner is a senior editor on NPR's Business Desk. (Disclosure: I, too, am part of the Business Desk, and Berliner has edited many of my past stories. He did not see any version of this article or participate in its preparation before it was posted publicly.)

Berliner's essay , titled "I've Been at NPR for 25 years. Here's How We Lost America's Trust," was published by The Free Press, a website that has welcomed journalists who have concluded that mainstream news outlets have become reflexively liberal.

Berliner writes that as a Subaru-driving, Sarah Lawrence College graduate who "was raised by a lesbian peace activist mother ," he fits the mold of a loyal NPR fan.

Yet Berliner says NPR's news coverage has fallen short on some of the most controversial stories of recent years, from the question of whether former President Donald Trump colluded with Russia in the 2016 election, to the origins of the virus that causes COVID-19, to the significance and provenance of emails leaked from a laptop owned by Hunter Biden weeks before the 2020 election. In addition, he blasted NPR's coverage of the Israel-Hamas conflict.

On each of these stories, Berliner asserts, NPR has suffered from groupthink due to too little diversity of viewpoints in the newsroom.

The essay ricocheted Tuesday around conservative media , with some labeling Berliner a whistleblower . Others picked it up on social media, including Elon Musk, who has lambasted NPR for leaving his social media site, X. (Musk emailed another NPR reporter a link to Berliner's article with a gibe that the reporter was a "quisling" — a World War II reference to someone who collaborates with the enemy.)

When asked for further comment late Tuesday, Berliner declined, saying the essay spoke for itself.

The arguments he raises — and counters — have percolated across U.S. newsrooms in recent years. The #MeToo sexual harassment scandals of 2016 and 2017 forced newsrooms to listen to and heed more junior colleagues. The social justice movement prompted by the killing of George Floyd in 2020 inspired a reckoning in many places. Newsroom leaders often appeared to stand on shaky ground.

Leaders at many newsrooms, including top editors at The New York Times and the Los Angeles Times , lost their jobs. Legendary Washington Post Executive Editor Martin Baron wrote in his memoir that he feared his bonds with the staff were "frayed beyond repair," especially over the degree of self-expression his journalists expected to exert on social media, before he decided to step down in early 2021.

Since then, Baron and others — including leaders of some of these newsrooms — have suggested that the pendulum has swung too far.

Author Interviews

Legendary editor marty baron describes his 'collision of power' with trump and bezos.

New York Times publisher A.G. Sulzberger warned last year against journalists embracing a stance of what he calls "one-side-ism": "where journalists are demonstrating that they're on the side of the righteous."

"I really think that that can create blind spots and echo chambers," he said.

Internal arguments at The Times over the strength of its reporting on accusations that Hamas engaged in sexual assaults as part of a strategy for its Oct. 7 attack on Israel erupted publicly . The paper conducted an investigation to determine the source of a leak over a planned episode of the paper's podcast The Daily on the subject, which months later has not been released. The newsroom guild accused the paper of "targeted interrogation" of journalists of Middle Eastern descent.

Heated pushback in NPR's newsroom

Given Berliner's account of private conversations, several NPR journalists question whether they can now trust him with unguarded assessments about stories in real time. Others express frustration that he had not sought out comment in advance of publication. Berliner acknowledged to me that for this story, he did not seek NPR's approval to publish the piece, nor did he give the network advance notice.

Some of Berliner's NPR colleagues are responding heatedly. Fernando Alfonso, a senior supervising editor for digital news, wrote that he wholeheartedly rejected Berliner's critique of the coverage of the Israel-Hamas conflict, for which NPR's journalists, like their peers, periodically put themselves at risk.

Alfonso also took issue with Berliner's concern over the focus on diversity at NPR.

"As a person of color who has often worked in newsrooms with little to no people who look like me, the efforts NPR has made to diversify its workforce and its sources are unique and appropriate given the news industry's long-standing lack of diversity," Alfonso says. "These efforts should be celebrated and not denigrated as Uri has done."

After this story was first published, Berliner contested Alfonso's characterization, saying his criticism of NPR is about the lack of diversity of viewpoints, not its diversity itself.

"I never criticized NPR's priority of achieving a more diverse workforce in terms of race, ethnicity and sexual orientation. I have not 'denigrated' NPR's newsroom diversity goals," Berliner said. "That's wrong."

Questions of diversity

Under former CEO John Lansing, NPR made increasing diversity, both of its staff and its audience, its "North Star" mission. Berliner says in the essay that NPR failed to consider broader diversity of viewpoint, noting, "In D.C., where NPR is headquartered and many of us live, I found 87 registered Democrats working in editorial positions and zero Republicans."

Berliner cited audience estimates that suggested a concurrent falloff in listening by Republicans. (The number of people listening to NPR broadcasts and terrestrial radio broadly has declined since the start of the pandemic.)

Former NPR vice president for news and ombudsman Jeffrey Dvorkin tweeted , "I know Uri. He's not wrong."

Others questioned Berliner's logic. "This probably gets causality somewhat backward," tweeted Semafor Washington editor Jordan Weissmann . "I'd guess that a lot of NPR listeners who voted for [Mitt] Romney have changed how they identify politically."

Similarly, Nieman Lab founder Joshua Benton suggested the rise of Trump alienated many NPR-appreciating Republicans from the GOP.

In recent years, NPR has greatly enhanced the percentage of people of color in its workforce and its executive ranks. Four out of 10 staffers are people of color; nearly half of NPR's leadership team identifies as Black, Asian or Latino.

"The philosophy is: Do you want to serve all of America and make sure it sounds like all of America, or not?" Lansing, who stepped down last month, says in response to Berliner's piece. "I'd welcome the argument against that."

"On radio, we were really lagging in our representation of an audience that makes us look like what America looks like today," Lansing says. The U.S. looks and sounds a lot different than it did in 1971, when NPR's first show was broadcast, Lansing says.

A network spokesperson says new NPR CEO Katherine Maher supports Chapin and her response to Berliner's critique.

The spokesperson says that Maher "believes that it's a healthy thing for a public service newsroom to engage in rigorous consideration of the needs of our audiences, including where we serve our mission well and where we can serve it better."

Disclosure: This story was reported and written by NPR Media Correspondent David Folkenflik and edited by Deputy Business Editor Emily Kopp and Managing Editor Gerry Holmes. Under NPR's protocol for reporting on itself, no NPR corporate official or news executive reviewed this story before it was posted publicly.

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NPR in Turmoil After It Is Accused of Liberal Bias

An essay from an editor at the broadcaster has generated a firestorm of criticism about the network on social media, especially among conservatives.

By Benjamin Mullin and Katie Robertson

NPR is facing both internal tumult and a fusillade of attacks by prominent conservatives this week after a senior editor publicly claimed the broadcaster had allowed liberal bias to affect its coverage, risking its trust with audiences.

Uri Berliner, a senior business editor who has worked at NPR for 25 years, wrote in an essay published Tuesday by The Free Press, a popular Substack publication, that “people at every level of NPR have comfortably coalesced around the progressive worldview.”

Mr. Berliner, a Peabody Award-winning journalist, castigated NPR for what he said was a litany of journalistic missteps around coverage of several major news events, including the origins of Covid-19 and the war in Gaza. He also said the internal culture at NPR had placed race and identity as “paramount in nearly every aspect of the workplace.”

Mr. Berliner’s essay has ignited a firestorm of criticism of NPR on social media, especially among conservatives who have long accused the network of political bias in its reporting. Former President Donald J. Trump took to his social media platform, Truth Social, to argue that NPR’s government funding should be rescinded, an argument he has made in the past.

NPR has forcefully pushed back on Mr. Berliner’s accusations and the criticism.

“We’re proud to stand behind the exceptional work that our desks and shows do to cover a wide range of challenging stories,” Edith Chapin, the organization’s editor in chief, said in an email to staff on Tuesday. “We believe that inclusion — among our staff, with our sourcing, and in our overall coverage — is critical to telling the nuanced stories of this country and our world.” Some other NPR journalists also criticized the essay publicly, including Eric Deggans, its TV critic, who faulted Mr. Berliner for not giving NPR an opportunity to comment on the piece.

In an interview on Thursday, Mr. Berliner expressed no regrets about publishing the essay, saying he loved NPR and hoped to make it better by airing criticisms that have gone unheeded by leaders for years. He called NPR a “national trust” that people rely on for fair reporting and superb storytelling.

“I decided to go out and publish it in hopes that something would change, and that we get a broader conversation going about how the news is covered,” Mr. Berliner said.

He said he had not been disciplined by managers, though he said he had received a note from his supervisor reminding him that NPR requires employees to clear speaking appearances and media requests with standards and media relations. He said he didn’t run his remarks to The New York Times by network spokespeople.

When the hosts of NPR’s biggest shows, including “Morning Edition” and “All Things Considered,” convened on Wednesday afternoon for a long-scheduled meet-and-greet with the network’s new chief executive, Katherine Maher , conversation soon turned to Mr. Berliner’s essay, according to two people with knowledge of the meeting. During the lunch, Ms. Chapin told the hosts that she didn’t want Mr. Berliner to become a “martyr,” the people said.

Mr. Berliner’s essay also sent critical Slack messages whizzing through some of the same employee affinity groups focused on racial and sexual identity that he cited in his essay. In one group, several staff members disputed Mr. Berliner’s points about a lack of ideological diversity and said efforts to recruit more people of color would make NPR’s journalism better.

On Wednesday, staff members from “Morning Edition” convened to discuss the fallout from Mr. Berliner’s essay. During the meeting, an NPR producer took issue with Mr. Berliner’s argument for why NPR’s listenership has fallen off, describing a variety of factors that have contributed to the change.

Mr. Berliner’s remarks prompted vehement pushback from several news executives. Tony Cavin, NPR’s managing editor of standards and practices, said in an interview that he rejected all of Mr. Berliner’s claims of unfairness, adding that his remarks would probably make it harder for NPR journalists to do their jobs.

“The next time one of our people calls up a Republican congressman or something and tries to get an answer from them, they may well say, ‘Oh, I read these stories, you guys aren’t fair, so I’m not going to talk to you,’” Mr. Cavin said.

Some journalists have defended Mr. Berliner’s essay. Jeffrey A. Dvorkin, NPR’s former ombudsman, said Mr. Berliner was “not wrong” on social media. Chuck Holmes, a former managing editor at NPR, called Mr. Berliner’s essay “brave” on Facebook.

Mr. Berliner’s criticism was the latest salvo within NPR, which is no stranger to internal division. In October, Mr. Berliner took part in a lengthy debate over whether NPR should defer to language proposed by the Arab and Middle Eastern Journalists Association while covering the conflict in Gaza.

“We don’t need to rely on an advocacy group’s guidance,” Mr. Berliner wrote, according to a copy of the email exchange viewed by The Times. “Our job is to seek out the facts and report them.” The debate didn’t change NPR’s language guidance, which is made by editors who weren’t part of the discussion. And in a statement on Thursday, the Arab and Middle Eastern Journalists Association said it is a professional association for journalists, not a political advocacy group.

Mr. Berliner’s public criticism has highlighted broader concerns within NPR about the public broadcaster’s mission amid continued financial struggles. Last year, NPR cut 10 percent of its staff and canceled four podcasts, including the popular “Invisibilia,” as it tried to make up for a $30 million budget shortfall. Listeners have drifted away from traditional radio to podcasts, and the advertising market has been unsteady.

In his essay, Mr. Berliner laid some of the blame at the feet of NPR’s former chief executive, John Lansing, who said he was retiring at the end of last year after four years in the role. He was replaced by Ms. Maher, who started on March 25.

During a meeting with employees in her first week, Ms. Maher was asked what she thought about decisions to give a platform to political figures like Ronna McDaniel, the former Republican Party chair whose position as a political analyst at NBC News became untenable after an on-air revolt from hosts who criticized her efforts to undermine the 2020 election.

“I think that this conversation has been one that does not have an easy answer,” Ms. Maher responded.

Benjamin Mullin reports on the major companies behind news and entertainment. Contact Ben securely on Signal at +1 530-961-3223 or email at [email protected] . More about Benjamin Mullin

Katie Robertson covers the media industry for The Times. Email:  [email protected]   More about Katie Robertson