critical writing and critical thinking

Writing to Think: Critical Thinking and the Writing Process

“Writing is thinking on paper.” (Zinsser, 1976, p. vii)

Google the term “critical thinking.” How many hits are there? On the day this tutorial was completed, Google found about 65,100,000 results in 0.56 seconds. That’s an impressive number, and it grows more impressively large every day. That’s because the nation’s educators, business leaders, and political representatives worry about the level of critical thinking skills among today’s students and workers.

What is Critical Thinking?

Simply put, critical thinking is sound thinking. Critical thinkers work to delve beneath the surface of sweeping generalizations, biases, clichés, and other quick observations that characterize ineffective thinking. They are willing to consider points of view different from their own, seek and study evidence and examples, root out sloppy and illogical argument, discern fact from opinion, embrace reason over emotion or preference, and change their minds when confronted with compelling reasons to do so. In sum, critical thinkers are flexible thinkers equipped to become active and effective spouses, parents, friends, consumers, employees, citizens, and leaders. Every area of life, in other words, can be positively affected by strong critical thinking.

Released in January 2011, an important study of college students over four years concluded that by graduation “large numbers [of American undergraduates] didn’t learn the critical thinking, complex reasoning and written communication skills that are widely assumed to be at the core of a college education” (Rimer, 2011, para. 1). The University designs curriculum, creates support programs, and hires faculty to help ensure you won’t be one of the students “[showing]no significant gains in . . . ‘higher order’ thinking skills” (Rimer, 2011, para. 4). One way the University works to help you build those skills is through writing projects.

Writing and Critical Thinking

Say the word “writing” and most people think of a completed publication. But say the word “writing” to writers, and they will likely think of the process of composing. Most writers would agree with novelist E. M. Forster, who wrote, “How can I know what I think until I see what I say?” (Forster, 1927, p. 99). Experienced writers know that the act of writing stimulates thinking.

Inexperienced and experienced writers have very different understandings of composition. Novice writers often make the mistake of believing they have to know what they’re going to write before they can begin writing. They often compose a thesis statement before asking questions or conducting research. In the course of their reading, they might even disregard material that counters their pre-formed ideas. This is not writing; it is recording.

In contrast, experienced writers begin with questions and work to discover many different answers before settling on those that are most convincing. They know that the act of putting words on paper or a computer screen helps them invent thought and content. Rather than trying to express what they already think, they express what the act of writing leads them to think as they put down words. More often than not, in other words, experienced writers write their way into ideas, which they then develop, revise, and refine as they go.

What has this notion of writing to do with critical thinking? Everything.

Consider the steps of the writing process: prewriting, outlining, drafting, revising, editing, seeking feedback, and publishing. These steps are not followed in a determined or strict order; instead, the effective writer knows that as they write, it may be necessary to return to an earlier step. In other words, in the process of revision, a writer may realize that the order of ideas is unclear. A new outline may help that writer re-order details. As they write, the writer considers and reconsiders the effectiveness of the work.

The writing process, then, is not just a mirror image of the thinking process: it is the thinking process. Confronted with a topic, an effective critical thinker/writer

• asks questions
• seeks answers
• evaluates evidence
• questions assumptions
• tests hypotheses
• makes inferences
• employs logic
• draws conclusions
• predicts readers’ responses
• creates order
• drafts content
• seeks others’ responses
• weighs feedback
• criticizes their own work
• revises content and structure
• seeks clarity and coherence

Example of Composition as Critical Thinking

“Good writing is fueled by unanswerable questions” (Lane, 1993, p. 15).

Imagine that you have been asked to write about a hero or heroine from history. You must explain what challenges that individual faced and how they conquered them. Now imagine that you decide to write about Rosa Parks and her role in the modern Civil Rights movement. Take a moment and survey what you already know. She refused to get up out of her seat on a bus so a White man could sit in it. She was arrested. As a result, Blacks in Montgomery protested, influencing the Montgomery Bus Boycott. Martin Luther King, Jr. took up leadership of the cause, and ultimately a movement was born.

Is that really all there is to Rosa Parks’s story? What questions might a thoughtful writer ask? Here a few:

• Why did Rosa Parks refuse to get up on that particular day?
• Was hers a spontaneous or planned act of defiance?
• Did she work? Where? Doing what?
• Had any other Black person refused to get up for a White person?
• What happened to that individual or those individuals?
• Why hadn’t that person or those persons received the publicity Parks did?
• Was Parks active in Civil Rights before that day?
• How did she learn about civil disobedience?

Even just these few questions could lead to potentially rich information.

Factual information would not be enough, however, to satisfy an assignment that asks for an interpretation of that information. The writer’s job for the assignment is to convince the reader that Parks was a heroine; in this way the writer must make an argument and support it. The writer must establish standards of heroic behavior. More questions arise:

• What is heroic action?
• What are the characteristics of someone who is heroic?
• What do heroes value and believe?
• What are the consequences of a hero’s actions?
• Why do they matter?

Now the writer has even more research and more thinking to do.

By the time they have raised questions and answered them, raised more questions and answered them, and so on, they are ready to begin writing. But even then, new ideas will arise in the course of planning and drafting, inevitably leading the writer to more research and thought, to more composition and refinement.

Ultimately, every step of the way over the course of composing a project, the writer is engaged in critical thinking because the effective writer examines the work as they develop it.

Why Writing to Think Matters

Writing practice builds critical thinking, which empowers people to “take charge of [their] own minds” so they “can take charge of [their] own lives . . . and improve them, bringing them under [their] self command and direction” (Foundation for Critical Thinking, 2020, para. 12). Writing is a way of coming to know and understand the self and the changing world, enabling individuals to make decisions that benefit themselves, others, and society at large. Your knowledge alone – of law, medicine, business, or education, for example – will not be enough to meet future challenges. You will be tested by new unexpected circumstances, and when they arise, the open-mindedness, flexibility, reasoning, discipline, and discernment you have learned through writing practice will help you meet those challenges successfully.

Forster, E.M. (1927).  Aspects of the novel . Harcourt, Brace & Company.

The Foundation for Critical Thinking. (2020, June 17).  Our concept and definition of critical thinking . https://www.criticalthinking.org/pages/our-concept-of-critical-thinking/411

Lane, B. (1993).  After the end: Teaching and learning creative revision . Heinemann.

Rimer, S. (2011, January 18).  Study: Many college students not learning to think critically . The Hechinger Report. https://www.mcclatchydc.com/news/nation-world/national/article24608056.html

Zinsser, W. (1976).  On writing well: The classic guide to writing nonfiction . HarperCollins.

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Reading & Writing Purposes

Introduction: critical thinking, reading, & writing, critical thinking.

The phrase “critical thinking” is often misunderstood. “Critical” in this case does not mean finding fault with an action or idea. Instead, it refers to the ability to understand an action or idea through reasoning. According to the website SkillsYouNeed [1]:

Critical thinking might be described as the ability to engage in reflective and independent thinking.

In essence, critical thinking requires you to use your ability to reason. It is about being an active learner rather than a passive recipient of information.

Critical thinkers rigorously question ideas and assumptions rather than accepting them at face value. They will always seek to determine whether the ideas, arguments, and findings represent the entire picture and are open to finding that they do not.

Critical thinkers will identify, analyze, and solve problems systematically rather than by intuition or instinct.

Someone with critical thinking skills can:

• Understand the links between ideas.
• Determine the importance and relevance of arguments and ideas.
• Recognize, build, and appraise arguments.
• Identify inconsistencies and errors in reasoning.
• Approach problems in a consistent and systematic way.
• Reflect on the justification of their own assumptions, beliefs and values.

Read more at:  https://www.skillsyouneed.com/learn/critical-thinking.html

Critical thinking—the ability to develop your own insights and meaning—is a basic college learning goal. Critical reading and writing strategies foster critical thinking, and critical thinking underlies critical reading and writing.

Critical Reading

Critical reading builds on the basic reading skills expected for college.

College Readers’ Characteristics

• College readers are willing to spend time reflecting on the ideas presented in their reading assignments. They know the time is well-spent to enhance their understanding.
• College readers are able to raise questions while reading. They evaluate and solve problems rather than merely compile a set of facts to be memorized.
• College readers can think logically. They are fact-oriented and can review the facts dispassionately. They base their judgments on ideas and evidence.
• College readers can recognize error in thought and persuasion as well as recognize good arguments.
• College readers are skeptical. They understand that not everything in print is correct. They are diligent in seeking out the truth.

Critical Readers’ Characteristics

• Critical readers are open-minded. They seek alternative views and are open to new ideas that may not necessarily agree with their previous thoughts on a topic. They are willing to reassess their views when new or discordant evidence is introduced and evaluated.
• Critical readers are in touch with their own personal thoughts and ideas about a topic. Excited about learning, they are eager to express their thoughts and opinions.
• Critical readers are able to identify arguments and issues. They are able to ask penetrating and thought-provoking questions to evaluate ideas.
• Critical readers are creative. They see connections between topics and use knowledge from other disciplines to enhance their reading and learning experiences.
• Critical readers develop their own ideas on issues, based on careful analysis and response to others’ ideas.

The video below, although geared toward students studying for the SAT exam (Scholastic Aptitude Test used for many colleges’ admissions), offers a good, quick overview of the concept and practice of critical reading.

Critical Reading & Writing

College reading and writing assignments often ask you to react to, apply, analyze, and synthesize information. In other words, your own informed and reasoned ideas about a subject take on more importance than someone else’s ideas, since the purpose of college reading and writing is to think critically about information.

Critical thinking involves questioning. You ask and answer questions to pursue the “careful and exact evaluation and judgment” that the word “critical” invokes (definition from The American Heritage Dictionary ). The questions simply change depending on your critical purpose. Different critical purposes are detailed in the next pages of this text.

However, here’s a brief preview of the different types of questions you’ll ask and answer in relation to different critical reading and writing purposes.

When you react to a text you ask:

• “What do I think?” and
• “Why do I think this way?”

e.g., If I asked and answered these “reaction” questions about the topic assimilation of immigrants to the U.S. , I might create the following main idea statement, which I could then develop in an essay:  I think that assimilation has both positive and negative effects because, while it makes life easier within the dominant culture, it also implies that the original culture is of lesser value.

When you apply text information you ask:

• “How does this information relate to the real world?”

e.g., If I asked and answered this “application” question about the topic assimilation , I might create the following main idea statement, which I could then develop in an essay:  During the past ten years, a group of recent emigrants has assimilated into the local culture; the process of their assimilation followed certain specific stages.

When you analyze text information you ask:

• “What is the main idea?”
• “What do I want to ‘test’ in the text to see if the main idea is justified?” (supporting ideas, type of information, language), and
• “What pieces of the text relate to my ‘test?'”

e.g., If I asked and answered these “analysis” questions about the topic immigrants to the United States , I might create the following main idea statement, which I could then develop in an essay: Although Lee (2009) states that “segmented assimilation theory asserts that immigrant groups may assimilate into one of many social sectors available in American society, instead of restricting all immigrant groups to adapting into one uniform host society,” other theorists have shown this not to be the case with recent immigrants in certain geographic areas.

When you synthesize information from many texts you ask:

• “What information is similar and different in these texts?,” and
• “What pieces of information fit together to create or support a main idea?”

e.g., If I asked and answered these “synthesis” questions about the topic immigrants to the U.S. , I might create the following main idea statement, which I could then develop by using examples and information from many text articles as evidence to support my idea: Immigrants who came to the United States during the immigration waves in the early to mid 20th century traditionally learned English as the first step toward assimilation, a process that was supported by educators. Now, both immigrant groups and educators are more focused on cultural pluralism than assimilation, as can be seen in educators’ support of bilingual education. However, although bilingual education heightens the child’s reasoning and ability to learn, it may ultimately hinder the child’s sense of security within the dominant culture if that culture does not value cultural pluralism as a whole.

Critical reading involves asking and answering these types of questions in order to find out how the information “works” as opposed to just accepting and presenting the information that you read in a text. Critical writing involves recording your insights into these questions and offering your own interpretation of a concept or issue, based on the meaning you create from those insights.

• Crtical Thinking, Reading, & Writing. Authored by : Susan Oaks, includes material adapted from TheSkillsYouNeed and Reading 100; attributions below. Project : Introduction to College Reading & Writing. License : CC BY-NC: Attribution-NonCommercial
• Critical Thinking. Provided by : TheSkillsYouNeed. Located at : https://www.skillsyouneed.com/ . License : Public Domain: No Known Copyright . License Terms : Quoted from website: The use of material found at skillsyouneed.com is free provided that copyright is acknowledged and a reference or link is included to the page/s where the information was found. Read more at: https://www.skillsyouneed.com/
• The Reading Process. Authored by : Scottsdale Community College Reading Faculty. Provided by : Maricopa Community College. Located at : https://learn.maricopa.edu/courses/904536/files/32966438?module_item_id=7198326 . Project : Reading 100. License : CC BY: Attribution
• image of person thinking with light bulbs saying -idea- around her head. Authored by : Gerd Altmann. Provided by : Pixabay. Located at : https://pixabay.com/photos/light-bulb-idea-think-education-3704027/ . License : CC0: No Rights Reserved
• video What is Critical Reading? SAT Critical Reading Bootcamp #4. Provided by : Reason Prep. Located at : https://www.youtube.com/watch?v=5Hc3hmwnymw . License : Other . License Terms : YouTube video
• image of man smiling and holding a lightbulb. Authored by : africaniscool. Provided by : Pixabay. Located at : https://pixabay.com/photos/man-african-laughing-idea-319282/ . License : CC0: No Rights Reserved

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Academic Writing: Critical Thinking & Writing

• Academic Writing
• Planning your writing
• Structuring your assignment
• Critical Thinking & Writing
• Building an argument
• Reflective Writing
• Summarising, paraphrasing and quoting

Critical Thinking

One of the most important features of studying at university is the expectation that you will engage in thinking critically about your subject area. 

Critical thinking involves asking meaningful questions concerning the information, ideas, beliefs, and arguments that you will encounter. It requires you to approach your studies with a curious, open mind, discard preconceptions, and interrogate received knowledge and established practices.

Critical thinking is key to successfully expressing your individuality as an independent learner and thinker in an academic context. It is also a valuable life skill. 

Critical thinking enables you to:

• Evaluate information, its validity and significance in a particular context.
• Analyse and interpret evidence and data in response to a line of enquiry.
• Weigh-up alternative explanations and arguments.
• Develop your own evidence-based and well-reasoned arguments.
• Develop well-informed viewpoints.
• Formulate your own independent, justifiable ideas.
• Actively engage with the wider scholarship of your academic community.

Writing Critically

Being able to demonstrate and communicate critical thinking in your written assignments through critical writing is key to achieving academic success. 

Critical writing can be distinguished from descriptive writing which is concerned with conveying information rather than interrogating information. Understanding the difference between these two styles of academic writing and when to use them is important.

The balance between descriptive writing and critical writing will vary depending on the nature of the assignment and the level of your studies. Some level of descriptive writing is generally necessary to support critical writing. More sophisticated criticality is generally required at higher levels of study with less descriptive content. You will continue to develop your critical writing skills as you progress through your course.

Descriptive Writing and Critical Writing

• Descriptive Writing
• Critical Writing
• Examples of Critical Writing

Descriptive writing demonstrates the knowledge you have of a subject, and your knowledge of what other people say about that subject.  Descriptive writing often responds to questions framed as ‘what’ , ‘where’ , ‘who’ and ‘when’ .

Descriptive writing might include the following:

• Description of what something is or what it is about (an account, facts, observable features, details): a topic, problem, situation, or context of the subject under discussion.
• Description of where it takes place (setting and context), who is involved and when it occurs. 
• Re-statement or summary of what others say about the topic.
• Background facts and information for a discussion.

Description usually comes before critical content so that the reader can understand the topic you are critically engaging with.

Critical writing requires you to apply interpretation, analysis, and evaluation to the descriptions you have provided. Critical writing often responds to questions framed as ‘how’ or ‘why’ . Often, critical writing will require you to build an argument which is supported by evidence. 

Some indicators of critical writing are:

• Investigation of positive and negative perspectives on ideas
• Supporting ideas and arguments with evidence, which might include authoritative sources, data, statistics, research, theories, and quotations
• Balanced, unbiased appraisal of arguments and counterarguments/alternative viewpoints
• Honest recognition of the limitations of an argument and supporting evidence
• Plausible, rational, convincing, and well-reasoned conclusions 

Critical writing might include the following:

• Applying an idea or theory to different situations or relate theory to practice. Does the idea work/not work in practice? Is there a factor that makes it work/not work? For example: 'Smith's (2008) theory on teamwork is effective in the workplace because it allows a diverse group of people with different skills to work effectively'.
• Justifying why a process or policy exists. For example: 'It was necessary for the nurse to check the patient's handover notes because...'
• Proposing an alternative approach to view and act on situations. For example: 'By adopting a Freirian approach, we could view the student as a collaborator in our teaching and learning'. Or: 'If we had followed the NMC guidelines we could have made the patient feel calm and relaxed during the consultation'.
• Discussion of the strengths and weaknesses of an idea/theory/policy. Why does this idea/theory/policy work? Or why does this idea not work? For example: 'Although Smith's (2008) theory on teamwork is useful for large teams, there are challenges in applying this theory to teams who work remotely'. 
• Discussion of how the idea links to other ideas in the field (synthesis). For example: 'the user experience of parks can be greatly enhanced by examining Donnelly's (2009) customer service model used in retail’.
• Discussion of how the idea compares and contrasts with other ideas/theories. For example: ‘The approach advocated by the NMC differs in comparison because of factor A and factor C’.
• Discussion of the ‘’up-to-datedness” and relevance of an idea/theory/policy (its currency). For example: 'although this approach was successful in supporting the local community, Smith's model does not accommodate the needs of a modern global economy'. 
• Evaluating an idea/theory/policy by providing evidence-informed judgment. For example: 'Therefore, May's delivery model should be discontinued as it has created significant issues for both customers and staff (Ransom, 2018)'.
• Creating new perspectives or arguments based on knowledge. For example: 'to create strong and efficient buildings, we will look to the designs provided by nature. The designs of the Sydney Opera House are based on the segments of an orange (Cook, 2019)'. 

Further Reading

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• Next: Building an argument >>
• Last Updated: Apr 12, 2024 3:27 PM
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4 – Critical Writing

Critical writing depends on critical thinking. Your writing will involve reflection on written texts: that is, critical reading.

[Source: Lane, 2021, Critical Thinking for Critical Writing ]

Critical writing entails the skills of critical thinking and reading. At college, the three skills are interdependent, reflected in the kinds of assignments you have to do.

Now let’s look at some real university-level assignments across different majors. Pay attention to the highlighted words used in the assignment descriptions.

As you can tell, all the assignments have both critical reading and writing components. You have to read a lot (e.g., “Use at least 5 current Economics research articles,” “refer to 2 other documents,” and “Select 4-5 secondary sources”) and critically before you form your own opinions and then start to write. Sometimes reading is for ideas and evidence (i.e., reasons, examples, and information from sources), and other times reading is to provide an evaluation of information accuracy (e.g., research designs, statistics). Without critical thinking and reading, critical writing will have no ground. Critical thinking and reading are the prerequisites for critical writing. A clear definition of critical writing is provided below.

What is Critical Writing?

Critical writing is writing which analyses and evaluates information, usually from multiple sources, in order to develop an argument. A mistake many beginning writers make is to assume that everything they read is true and that they should agree with it, since it has been published in an academic text or journal. Being part of the academic community, however, means that you should be critical of (i.e. question) what you read, looking for reasons why it should be accepted or rejected, for example by comparing it with what other writers say about the topic, or evaluating the research methods to see if they are adequate or whether they could be improved.

[Source: Critical Writing ]

If you are used to accepting the ideas and opinions stated in a text, you have to relearn how to be critical in evaluating the reliability of the sources, particularly in the online space as a large amount of online information is not screened. In addition, critical writing is different from the types of writing (e.g., descriptive writing) you might have practiced in primary and secondary education.

The following table gives some examples to show the difference between descriptive and critical writing (adapted from the website ). Pay attention to the different verbs used in the Table for the comparisons.

You might feel familiar with the verbs used in the column describing critical writing. If you still remember, those words are also used to depict the characteristics of critical thinking and reading.

ACTIVITY #1:

Read the two writing samples, identify which one is descriptive writing and which one is critical writing, and explain your judgment.

Sample 1: Recently, President Jacob Zuma made the decision to reshuffle the parliamentary cabinet, including the firing of finance minister, Pravin Gordhan. This decision was not well received by many South Africans.

Sample 2: President Zuma’s firing of popular finance minister, Gordhan drastically impacted investor confidence. This led to a sharp decrease in the value of the Rand. Such devaluation means that all USD-based imports (including petrol) will rise in cost, thereby raising the cost of living for South Africans, and reducing disposable income. This puts both cost and price pressure on Organisation X as an importer of USD-based goods Y, requiring it to consider doing Z. Furthermore, political instability has the added impact of encouraging immigration, particularly amongst skilled workers whose expertise is valued abroad (brain drain).

[Source: Jansen, 2017, Analytical Writing vs Descriptive Writing ]

Further, to write critically, you also have to pay attention to the rhetorical and logical aspects of writing:

Writing critically involves:

• Providing appropriate and sufficient arguments and examples
• Choosing terms that are precise, appropriate, and persuasive
• Making clear the transitions from one thought to another to ensure the overall logic of the presentation
• Editing for content, structure, and language

An increased awareness of the impact of choices of content, language, and structure can help you as a writer to develop habits of rewriting and revision.

Regarding the content, when writing critically, you cannot just rely on your own ideas, experiences, and/or one source. You have to read a wide range of sources on the specific topic you are exploring to get a holistic picture of what others have discussed on the topic, from which you further make your own judgment. Through reading other sources, you not only form your own judgment and opinions but also collect evidence to support your arguments. Evidence is so important in critical writing. In addition to the collection of evidence, you also need to use different ways (e.g., quoting, paraphrasing, and synthesizing) to integrate the evidence into your writing to increase your critical analysis.

Using quotes is always an issue. Some students like to quote a lot and/or too long throughout their papers, and others do not know why they quote. Remember that when you use direct quotations, you are using others’ ideas, not yours. You should limit the use of quotes to the minimum because readers are always interested in your opinions. In other words, you need to use quotes critically.

When you quote directly from a source, use the quotation critically. This means that you should not substitute the quotation for your own articulation of a point. Rather, introduce the quotation by laying out the judgments you are making about it, and the reasons why you are using it. Often a quotation is followed by some further analysis.

[Source: Knott , n.d., Critical Reading Towards Critical Writing ]

Barna (2017) stated that “A good rule of thumb is that the evidence should only be about 5-10% of the piece.” Further, according to the EAP Foundation.org , you need to avoid doing a laundry list in critical writing:

You cannot just string quotes together (A says this, B says that, C says something else), without looking more deeply at the information and building on it to support your own argument.

This means you need to break down the information from other sources to determine how the parts relate to one another or to an overall structure or purpose [analysing], and then make judgements about it, identifying its strengths and weaknesses, and possibly ‘grey areas’ in between, which are neither strengths nor weaknesses [evaluating]. Critical reading skills will help you with this, as you consider whether the source is reliable, relevant, up-to-date, and accurate.

When and Why do you quote?

When should you use quotes?

Using quotations is the easiest way to include source material, but quotations should be used carefully and sparingly. While paraphrasing and summarizing provide the opportunity to show your understanding of the source material, quoting may only show your ability to type it.

Having said that, there are a few very good reasons that you might want to use a quote rather than a paraphrase or summary:

• Accuracy: You are unable to paraphrase or summarize the source material without changing the author’s intent.
• Authority: You may want to use a quote to lend expert authority for your assertion or to provide source material for analysis.
• Conciseness: Your attempts to paraphrase or summarize are awkward or much longer than the source material.
• Unforgettable language: You believe that the words of the author are memorable or remarkable because of their effectiveness or historical flavor. Additionally, the author may have used a unique phrase or sentence, and you want to comment on words or phrases themselves.

When you decide to quote, be careful of relying too much upon one source or quoting too much of a source and make sure that your use of the quote demonstrates an understanding of the source material. Essentially, you want to avoid having a paper that is a string of quotes with occasional input from you.

[Source: Decide when to Quote, Paraphrase and Summarize ]

How do you quote?

• With a complete sentence
• With “according to”
• With a reporting verb
• With a “that” clause
• As part of your sentence

Citing the islands of Fiji as a case in point, Bordo notes that “until television was introduced in 1995, the islands had no reported cases of eating disorders. In 1998, three years after programs from the United States and Britain began broadcasting there, 62 percent of the girls surveyed reported dieting” (149-50). Bordo’s point is that the Western cult of dieting is spreading even to remote places across the globe.

[Source: Lane, 2020, Quoting: When and How to Use Quotations ]

The firm belief which has been widely advertised is that “international students should be given equal rights and respect while studying abroad” (Lane, 2020, p. 19).

Smith, an agent working at an international company, put forward the seriousness of economic recession brought by the COVID-19 pandemic: “our economy will soon collapse, followed by business failures, elevated unemployment, and social turbulence ” (2021, p. 87).

Dominguez (2002) suggested, “teachers should reflect on their teaching constantly and proactively” to avoid teacher burnout and attrition (pp. 76-79).

According to the IEP student manual, “To study in the IEP you must be 18 years old and your English level must be ‘high beginner’ or higher” (p. 6).

[Source: Five Ways to Introduce Quotations ]

Now move on to the language aspect of critical writing, you should pay attention to the analytical verbs used in critical writing.

Analytical verbs are verbs that indicate critical thinking. They’re used in essays to dissect a text and make interpretive points, helping you to form a strong argument and remain analytical. If you don’t use analytical verbs, you may find yourself simply repeating plot points, and describing a text, rather than evaluating and exploring core themes and ideas.

[Source: What are Analytical Verbs? ]

The use of analytical verbs is also important to show your precision and appropriateness in language use. For example, instead of using says and talks, replace those verbs with states, discusses, or claims. Not only does it enhance the formality of the language, but also it helps to create the tone of writing. This further means that you have to understand the specific meaning, purpose, and function of each verb in a specific context as shown in the table below.

[Source: Impressive Verbs to use in your Research Paper ]

The verbs listed under each category are NOT synonyms and are different based on context. Please ensure that the selected verb conveys your intended meaning.

It is recommended that you check out Academic Phrasebank for more advanced and critical language use.

The accuracy of language use that is important for critical writing is also reflected in the use of hedges .

Hedging is the use of linguistic devices to express hesitation or uncertainty as well as to demonstrate politeness and indirectness.

People use hedged language for several different purposes but perhaps the most fundamental are the following:

• to minimize the possibility of another academic opposing the claims that are being made
• to conform to the currently accepted style of academic writing
• to enable the author to devise a politeness strategy where they are able to acknowledge that there may be flaws in their claims

[Source: What Is Hedging in Academic Writing?]

There are different types of hedges used in writing to make your claim less certain but more convincing. For example, what is the difference between the two sentences as shown below?

No hedging: We already know all the animals in the world.

With hedging: It’s possible that we may already know most animals in the world.

[Source: Hedges and Boosters ]

Check this table for different types of hedges.

[Source: Features of academic writing]

Practice how to tone down the arguments.

ACTIVITY #2

Add hedges to the following arguments.

Except for the content and language aspects of critical writing, the last aspect is the organization, including both the overall structure and the paragraph level.

Here is one example of a critical writing outline.

One easy-to-follow outline format is alphanumeric, which means it uses letters of the alphabet and numbers to organize text.

For example:

• Hook: _____________________
• Transition to thesis: _____________________
• Thesis statement with three supporting points:_____________________
• Topic sentence: _____________________
• Evidence (data, facts, examples, logical reasoning): _____________________
• Connect evidence to thesis: _____________________
• Restate thesis: _____________________
• Summarize points: _____________________
• Closure (prediction, comment, call to action): _____________________

[Source: Academic Writing Tip: Making an Outline ]

1. Introduction

• Thesis statement

2. Topic one

• First piece of evidence
• Second piece of evidence

3. Topic two

4. Topic three

5. Conclusion

• Summary/synthesis
• Importance of topic
• Strong closing statement

[Source: Caulfield, 2021, How to Write an Essay Outline]

ACTIVITY #3:

The following essay was adapted from a student’s writing. Please identify the components of each paragraph.

Artificial Intelligence: An Irreplaceable Assistant in Policy-making

Do you understand artificial intelligence (AI)? Are you excited that humans can create these machines that think like us? Do you ever worry that they develop too advanced to replace humans? If you have thought about these questions, you are already in the debate of the century. AI is a term used to describe machine artifacts with digital algorithms that have the ability to perceive contexts for action and the capacity to associate contexts to actions (Bryson & Winfield, 2017). The 21st century has witnessed a great number of changes in AI. As AI shows its great abilities in decision-making, humans are relying more on AI to make policies. Despite some concerns about the overuse of AI, AI is no longer to be replaced in policy-making because it has the capabilities that humans cannot achieve, such as transparent decision-making and powerful data processing.

AI has the capacity to use algorithms or systems to make the decision-making process more transparent (Walport & Sedwill, 2016). Many decisions made by humans are based upon their intuition rather than the direct result of the deliberate collection and processing of information (Dane et al., 2012). Intuition is useful in business when considering the outcome of an investment or a new product. However, in politics, the public would often question whether the policy is biased, so a transparent decision-making process should be used instead of intuition. AI can make political decisions more transparent by visualizing digital records (Calo, 2017). AI can make decisions without any discrimination and can have the public better understand of the policies.

In addition, AI can process a large amount of information at a speed faster than the cognitive ability of the most intelligent human policymakers (Jarrahi, 2018). A qualified policy must be based on facts reflected by data, so researching data is an essential part of policy-making. There are two main challenges for the human decision-makers in this area: (1) The amount of data is too large and (2) the relationship between data is too complex. Handling these two problems is where AI is superior. The high computing power of AI makes it an effective tool for retrieving and analyzing large amounts of data, thus reducing the complexity of the logic between problems (Jarrahi, 2018). Without AI, the policymakers would be overwhelmed by tons of data in this modern information age. It is almost impossible for them to convert those data into useful information. For example, data provided to the politician who is responsible for health care is mostly from the electronic health record (HER). HER is just the digital record transported from paper-based forms (Bennett et al., 2012). AI can analyze the data to generate clinical assessments, symptoms, and patient behavior and then link that information with social factors such as education level and economic status. According to the information from AI, the policy maker can make policies for healthcare improvement (Bennett et al., 2012). With the assistance of AI, the government can not only collect data easier but also utilize those data as operable Information.

However, while AI shows its great abilities in policy-making, it also brings considerable risks to contemporary society, and the most significant one is privacy. The only source for AI systems to learn human behavior is data, so AI needs to collect enormous quantities of information about users in order to perform better. Some scholars claim that the main problem with AI data collection is the use of data for unintended purposes. The data is likely to be processed, used, or even sold without the users’ permission (Bartneck et al, 2021). The 2018 Cambridge Analytica scandal showed how private data collected through Facebook can be used to manipulate elections (Bartneck et al, 2021). While privacy is a crucial problem, this is a handleable problem and we cannot deny the benefits brought by using AI. The most appropriate way to solve this problem is to establish a complete regulatory system. In fact, many policies have been made to protect user privacy in AI data collection. One of safeguard in this area is to restrict the centralized processing of data. Researchers are also conducting a lot of research in this area and have achieved some technological breakthroughs. For example, open-source code and open data formats will allow a more transparent distinction between private and transferable information, blockchain-based technologies will allow data to be reviewed and tracked, and “smart contracts” will provide transparent control over how data is used without the need for centralized authority (Yuste & Goering, 2017).

In conclusion, although there may be some privacy-related issues with AI policies, the powerful data collection capabilities and transparent decision-making process of AI will bring many benefits to humans. In the future, AI is more likely to continue to serve as an assistant to humans when making policies under a complete and strict regulatory system.

Bartneck, Christoph. Lütge, Christoph. Wagner, Alan. Welsh, Sean. (2021). Privacy Issues of AI, pp.61-70. DOI: 10.1007/978-3-030-51110-4_8.

Bennett C, Doub T, Selove R (2012) EHRs Connect Research and Practice: Where Predictive Modeling, Artificial Intelligence, and Clinical Decision Support Intersect https://arxiv.org/ftp/arxiv/papers/1204/1204.4927.pdf. Accessed 1 April 2021.

Bryson J and Winfield A (2017) Standardizing Ethical Design Considerations for Artificial Intelligence and Autonomous Systems. http://www.cs.bath.ac.uk/~jjb/ftp/BrysonWinfield17-oa.pdf. Accessed 1 April 2021.

Calo, R (1993) Artificial Intelligence Policy: A Primer and Roadmap. https://lawreview.law.ucdavis.edu/issues/51/2/Symposium/51-2_Calo.pdf , Accessed 1 April 2021.

Dane, Erik., Rockmann, Kevin. W., & Pratt, Michael G. (2012). When should I trust my gut? Linking domain expertise to intuitive decision-making effectiveness. Organizational Behavior and Human Decision Processes, 119(2), 187—194.

Jarrahi, M. (2018). Artificial intelligence and the future of work: Human-AI symbiosis in organizational decision making, Business Horizons, Volume 61, Issue 4, Pages 577-586, ISSN 0007-6813, https://doi.org/10.1016/j.bushor.2018.03.007.

Walport M, & Sedwill M. (2016). Artificial intelligence: opportunities and implications for the future of decision making. https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attach ment_data/file/566075/gs-16-19-artificial-intelligence-ai-report.pdf, Accessed 1 April 2021.

Rafael, Y., & Sara, G. (2017). Four ethical priorities for neurotechnologies an AI https://www.nature.com/news/four-ethical-priorities-for-neurotechnologies-and-ai 1.22960. Accessed 1 April 2022.

Apart from the overall structure of critical writing, it is also important to pay attention to the paragraph-level structure. There are different paragraph models for critical writing.

Model 1: TED model for writing critical paragraphs

Paragraph model for critical writing

Often in assignments, you are expected to critically evaluate – this means to assess the relevance and significance of concepts relating to a specific topic or assignment question. Introduce your point. Give examples from reading. Is there support for your argument or can you identify weaknesses? Are there different perspectives to compare and contrast? Build your explanation and create your objective, reasoned argument (case or thesis) based on the evaluation from different perspectives. You will include your conclusion and point of view, communicating your stance, having made a judgment on research you have found and its significance in contributing to answering your assignment question.

Use the TED model to integrate critical thinking into your writing:

Each example of evidence in your writing should have a clear purpose or function. Be explicit and tell the reader what it contributes to your reasoning.

Professional practice is more complex than simply applying theory to practice, since it involves a professional juggling of situational demands, intuition, experiences and knowledge (Schön, 1991). Practitioners do not apply research findings in a simple deductive process; they need time to think, translate and relate the research findings to their particular setting. The extent to which a given piece of evidence is utilised by an individual in practice depends on their sense of the situation and this inevitably involves professional judgement.

Topic (in red); Evidence (in orange); Further explanation (in blue); Discussion (in green)

Model 2: WEED model for writing critical paragraphs

This is a model for writing critical paragraphs. It’s taken from Godwin’s book called ‘Planning your Essay’. Each paragraph should be on a single topic, making a single point. A paragraph is usually around a third of a page.

W is for What

You should begin your paragraph with the topic or point that you’re making so that it’s clear to your lecturer. Everything in the paragraph should fit in with this opening sentence.

E is for Evidence

The middle of your paragraph should be full of evidence – this is where all your references should be incorporated. Make sure that your evidence fits in with your topic.

E is for Examples

Sometimes it’s useful to expand on your evidence. If you’re talking about a case study, the example might be how your point relates to the particular scenario being discussed.

D is for Do

You should conclude your paragraph with the implications of your discussion. This gives you the opportunity to add your commentary, which is very important in assignments that require you to use critical analysis. So, in effect, each paragraph is like a mini-essay, with an introduction, main body, and conclusion.

Example: a good critical paragraph

Exposure to nature and green spaces has been found to increase health, happiness, and wellbeing. Whilst trees and greenery improve air quality by reducing air pollutants, green spaces facilitate physical activity, reduce stress, and provide opportunities for social interaction (Kaplan, 1995; Lachowycz,and Jones, 2011; Ward Thompson et al., 2012; Hartig et al., 2014; Anderson et al., 2016). Older adults have described increased feelings of wellbeing while spending time in green spaces and walking past street greenery (Finaly et al., 2015; Orr et al., 2016). They are more likely to walk on streets which are aesthetically pleasing (Lockett, Willis and Edwards, 2005) while greenery such as flowers and trees play an important role in improving the aesthetics of the environment (Day, 2008). Therefore, greater integration of urban green spaces and street greenery in cities may have the potential to increase physical activity and wellbeing in older adults.

What (in red), Evidence (in orange), Do (in blue).

[Source: Learning Hub, 2021 ]

Please identify the paragraph-level components in the following paragraphs. You can use different colors to indicate different components.

Social Media plays a key role in slowing the spread of vaccine misinformation. According to Nikos-Rose (2021) from the University of California, individuals’ attitudes towards vaccination can negatively be influenced by social media. They can simply post a piece of misleading information to the public, and the deceived ones will share it with their families and friends. The role of media can also help boost the public’s confidence in the vaccination. The media can provide valuable information for the public to know that the vaccine is safe. Almost everyone in the modern era lives with a cell phone now. People on social media can also share their experiences after getting vaccinated. Influences can help boost the public’s confidence. Just as voters would receive “I voted” after casting their ballots, vaccination distribution sites can provide “I got vaccinated” stickers. This can encourage individuals to post on the media that they have received the vaccine (Milkman, 2020). Furthermore, those who spread misleading information should be fined by the authorities. This punishment would be sufficient for them to learn their lesson. People who oversee data and information in social media should be concerned about the spread of misleading information on social media. After deleting the false information, they should put up a notice stating that is fake. This will help the public to understand which information should be trusted or not. Moreover, people who find misleading information online should report it to the administration. This could help prevent false info from circulating on the internet.

Recent studies showed that the contamination of land and water can also negatively affect the production of crops and the food systems as the safety of products can be compromised by the chemicals used by fracking. In addition, the amount of freshwater required for the mixture of the fracking fluids can generate a lack of water supply to the local agricultural industries. The fresh water is the 90-97 % of the fracking fluids, and the water deployed is not possible to recycle efficiently. In fact, the wastewater became a further challenge to the agricultural sector as it can make the soil dry and unusable for crops (Pothukuchi et al. 2018). The challenges faced by the agricultural sector are reflected in the farmlands and livestocks as well. For example, in Pennsylvania, the Dairy farming is one of the major agricultural sectors. This particular sector requires unpolluted water and pasturelands to enable the cows to produce milk. Since 1996 this sector began to fail, but the largest decrease in cows that produce milk took place between 2007 and 2011. It was the exact same period when the fracking industries reached their peak in this area (Pothukuchi et al. 2018). Another piece of evidence is related to the air pollution caused by fracking, specifically, the pollution of agricultural pollinators such as bees. The population of air caused by fracking has led to a huge degradation of that volatiles endangering the local and global food production. Those outcomes are closely related to the low level of planning abilities in rural areas, where fracking usually takes place. Particularly, the gap between fracking industry actors and local officials didn’t allow the development of a proper level of policies and regulations.

References:

Academic writing tip: Making an outline. (2020, December 8). The International Language Institute of Massachusetts. Retrieved July 22, 2022, from https://ili.edu/2020/12/08/academic-writing-tip-making-an-outline/

Caulfield, J. (2021, December 6). How to Write an Essay Outline | Guidelines & Examples. Scribbr. Retrieved July 22, 2022, from https://www.scribbr.com/academic-essay/essay-outline/

Choudhary, A. (n.d.). Impressive Verbs to use in your Research Paper. Editage. Retrieved July 22, 2022, from https://www.editage.com/all-about-publication/research/impressive-Verbs-to-use-in-your-Research-Paper.html

Critical reading towards critical writing. (n.d.). University of Toronto. Retrieved July 22, 2022, from https://advice.writing.utoronto.ca/researching/critical-reading/

Critical writing. (n.d.). Teesside University. Retrieved July 22, 2022, from https://libguides.tees.ac.uk/ld.php?content_id=33286287

Critical writing. (n.d.-b). EAP FOUNDATION.COM. Https://www.eapfoundation.com/writing/critical/

Decide when to quote, paraphrase and summarize. (n.d.). University of Houston-Victoria. Retrieved July 22, 2022, from https://www.uhv.edu/curriculum-and-student-achievement/student-success/tutoring/student-resources/a-d/decide-when-to-quote-paraphrase-and-summarize/

Features of academic writing. (n.d.). UEFAP. Retrieved July 22, 2022, from http://www.uefap.com/writing/feature/hedge.htm

Five ways to introduce quotations. (n.d.). University of Georgia. Retrieved July 22, 2022, from https://dae.uga.edu/iep/handouts/Five-Ways-to-Introduce-Quotations.pdf

Jansen, D. (2017, April). Analytical writing vs descriptive writing. GRADCOACH. Retrieved July 22, 2022, from https://gradcoach.com/analytical-vs-descriptive-writing/

Hedges and Boosters. (n.d.). The Nature of Writing. Retrieved July 22, 2022, from https://natureofwriting.com/courses/introduction-to-rhetoric/lessons/hedges-and-boosters/topic/hedges-and-boosters

How to write critically. (n.d.). Teesside University. Retrieved July 22, 2022, from https://libguides.tees.ac.uk/ld.php?content_id=31275168

Lane, J. (2021, July 9). Critical thinking for critical writing. Simon Fraser University. Retrieved July 22, 2022, from https://www.lib.sfu.ca/about/branches-depts/slc/writing/argumentation/critical-thinking-writing

LibGuides: Critical Writing: Online study guide. (n.d.). Sheffield Hallam University. Retrieved July 22, 2022, from https://libguides.shu.ac.uk/criticalwriting

What are analytical verbs? (n.d.). Twinkl. Retrieved July 22, 2022, from https://www.twinkl.com/teaching-wiki/analytical-verbs

What is hedging in academic writing? (2022, May 3). Enago Academy. Retrieved July 22, 2022, from https://www.enago.com/academy/hedging-in-academic-writing/

Critical Reading, Writing, and Thinking Copyright © 2022 by Zhenjie Weng, Josh Burlile, Karen Macbeth is licensed under a Creative Commons Attribution 4.0 International License , except where otherwise noted.

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• Subject Guides

Being critical: a practical guide

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

This guide contains key resources to introduce you to the features of critical writing.

For more in-depth advice and guidance on critical writing , visit our specialist academic writing guides:

What is critical writing?

Academic writing requires criticality; it's not enough to just describe or summarise evidence, you also need to analyse and evaluate information and use it to build your own arguments. This is where you show your own thoughts based on the evidence available, so critical writing is really important for higher grades.

Explore the key features of critical writing and see it in practice in some examples:

Introduction to critical writing [Google Slides]

While we need criticality in our writing, it's definitely possible to go further than needed. We’re aiming for that Goldilocks ‘just right’ point between not critical enough and too critical. Find out more:

Forthcoming training sessions

Forthcoming sessions on :

CITY College

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

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

[email protected]

There's more training events at:

Quoting, paraphrasing and synthesising

Quoting, paraphrasing and synthesising are different ways that you can use evidence from sources in your writing. As you move from one method to the next, you integrate the evidence further into your argument, showing increasing critical analysis.

Here's a quick introduction to the three methods and how to use them:

Quoting, paraphrasing and synthesising: an introduction [YouTube video]  |  Quoting, paraphrasing and synthesising [Google Doc]

Want to know more? Check out these resources for more examples of paraphrasing and using notes to synthesise information:

Using evidence to build critical arguments

Academic writing integrates evidence from sources to create your own critical arguments.

We're not looking for a list of summaries of individual sources; ideally, the important evidence should be integrated into a cohesive whole. What does the evidence mean altogether?  Of course, a critical argument also needs some critical analysis of this evidence. What does it all mean in terms of your argument?

These resources will help you explore ways to integrate evidence and build critical arguments:

Building a critical argument [YouTube] |  Building a critical argument [Google Doc]

• << Previous: Critical reading
• Last Updated: Mar 25, 2024 5:46 PM
• URL: https://subjectguides.york.ac.uk/critical

Introduction

Chapter outline.

The ways in which you approach and discuss debatable topics incorporate critical thinking, critical reading, and critical writing. The reasoning strategies discussed in this chapter reflect the patterns people use to think critically and the structures with which writers and speakers commonly build their arguments. These strategies are also the ones you will use in most of your college writing projects, including your assignments for Position Argument: Practicing the Art of Rhetoric and Argumentative Research: Enhancing the Art of Rhetoric with Evidence . Each strategy is a building block of logic; that is, each is built on a pattern of thought, which you use out of the classroom as well. For instance, you might approach a text or real-life situation in some of the following ways:

• Explain it in terms of something unrelated but more familiar.
• Compare or contrast it with other texts or situations.
• Group it in a category with similar texts or situations.
• Consider it as a problem that needs to be solved.
• Examine the reasons something happens or what happens as a result.
• Explain what the text or situation means to you.

These thought patterns exemplify active critical thinking, which translates into critical writing. In other words, writing patterns reflect thinking patterns. By applying these reasoning patterns appropriately and effectively, you will be able to incorporate the evidence you need to support a thesis and persuade readers of the validity of your argument. Remember, too, that these are skills, and like other skills, the more you practice, the better you will get at using them effectively. (You can read more about argument and logic in Rhetorical Analysis: Interpreting the Art of Rhetoric .)

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• Library Catalogue

Critical thinking for critical writing

On this page, non-critical vs. critical reading, modes of critical analysis, steps to writing critically, implications for writing.

Critical writing depends on critical thinking. Your writing will involve reflection on written texts: that is, critical reading.

Your critical reading of a text and thinking about a text enables you to use it to make your own arguments. As a critical thinker and writer, you make judgments and interpretations of the ideas, arguments, and claims of others presented in the texts you read.

The key is this: don’t read looking only or primarily for information . Instead, read to determine ways of thinking about the subject matter.

Non-critical   reading is focused on learning the information provided by a source. In this mode, a reader focuses on understanding the information, ideas, and opinions stated within the text. 

Sometimes non-critical reading is a part of our day-to-day lives. For example, we may consult a weather report to help us decide whether or not we need to pack an umbrella when we leave the house. Often, we don't need to be critical readers to get the information we need about the weather. However, if the weather report states that it will be a "sunny, cloudless day" and we can see that it is pouring outside our window, we will likely bring our critical reading abilities back into play! 

How to read critically

1. Determine the central claims or purpose of the text (its thesis). A critical reading attempts to identify and assess how these central claims are developed and argued.

2. Begin to make some judgments about context .

• What audience is the text written for?
• Who is it in dialogue with?
• In what historical context is it written?

3. Distinguish the kinds of reasoning the text employs.

• What concepts are defined and used?
• Does the text appeal to a theory or theories?
• Is any specific methodology laid out?
• If there is an appeal to a particular concept, theory, or method, how is that concept, theory, or method then used to organize and interpret the data?
• How has the author analyzed (broken down) the material?

4. Examine the evidence (the supporting facts, examples, etc.) the text employs. Supporting evidence is indispensable to an argument, so consider the kinds of evidence used: Statistical? Literary? Historical? From what sources is the evidence taken? Are these sources primary or secondary?

5. Critical reading may involve evaluation . Your reading of a text is already critical if it accounts for and makes a series of judgments about how a text is argued. Some assignments may also require you to assess the strengths and weaknesses of an argument.

Why to read critically

Critical reading is an important step for many academic assignments. Critically engaging with the work of others is often a first step in developing our own arguments, interpretations, and analysis. 

Critical reading often involves re-reading a text multiple times, putting our focus on different aspects of the text. The first time we read a text, we may be focused on getting an overall sense of the information the author is presenting - in other words, simply understanding what they are trying to say. On subsequent readings, however, we can focus on how the author presents that information, the kinds of evidence they provide to support their arguments (and how convincing we find that evidence), the connection between their evidence and their conclusions, etc. etc. 

Example:  A non-critical thinker/reader might read a history book to learn the facts of the situation or to discover an accepted interpretation of those events.

A critical thinker/reader might read the same work to appreciate how a particular perspective on the events and a particular selection of facts can lead to a particular understanding. A critical thinker/reader will likely also think about the perspectives of that event that are NOT being considered or presented in the text. 

What a text says  – restatement . Talks about the same topic as the original text. What a text does – description . Focuses on aspects of the discussion itself. What a text means – interpretation . Analyzes the text and asserts a meaning for the text as a whole.

TIP: An interpretation includes references to the content (the specific actions referred to), the language (the specific terms used), and the structure (such as the relationship between characters).

1. Take a critical stance:  recognize that every text, author, and argument comes from a perspective and is subject to interpretation and analysis.

2. Pay close attention : read texts not just for  what they say  but also for  how they say it . Notice examples, evidence, word choice, structure, etc. Consider the "fit" between the information a text provides and the way it provides that information. 

3. Think big picture : read texts in their context. This can sometimes also involve doing some research about your sources to learn more about the author, the time in which the text was written, the sources that funded the research, etc. 

4. Bring yourself in : critical writing also involves developing your own understandings, interpretations, analysis, and arguments in response to the texts you are reading. Sometimes this is accomplished by considering the connections/points of divergence between several texts you are reading. It can also involve bringing in your own perspectives and experiences to support or challenge evidence, examples, and/or conclusions. 

Writing critically involves:

• Providing appropriate and sufficient arguments and examples
• Choosing terms that are precise, appropriate, and persuasive
• Making clear the transitions from one thought to another to ensure the overall logic of the presentation
• Editing for content, structure, and language

An increased awareness of the impact of choices of content, language, and structure can help you as a writer to develop habits of rewriting and revision.

Reference: this resource was adapted from Dan Kurland's Critical Reading, at its Core, Plain and Simple

Library Guides

Critical thinking and writing: critical thinking.

• Critical Thinking
• Problem Solving
• Critical Reading
• Critical Writing
• Presenting your Sources

Critical thinking  is a core skill that higher education students need to hone and demonstrate in their assignments. It is also central to being a scientist, researcher, academic or professional in any field.

Critical Thinking in Your Studies

The higher your education level, the more crucial critical thinking becomes. At the postgraduate level you are expected to master critical thinking.    

Critical thinking can be defined as: “the objective analysis and evaluation of an issue in order to form a judgement” (Oxford Dictionaries). Thus, these are the main components of critical thinking: 

• judgment (a conclusion)

After all, the English word ‘ criticism’ comes from the Greek verb krino  which means ‘to judge’ . A ‘critic’ is a judge, who:

• investigates the evidence
• tests the evidence (cross-examined witnesses) 
• considers alternative arguments and explanations
• keeps an open mind
• is unbiased
• reached a conclusion (verdict)

Adapted from Student Learning Advisory Service, no date

Use critical thinking effectively in your assignments by: 

• Reading critically : analysing and evaluating viewpoints/arguments and evidence to determine how strong or valid they are, and what their implications might be.
• Writing critically : analysing issues and presenting valid arguments. 

Did you know that... Socrates and the Origins of Critical Thinking

Critical thinking was first conceptualilsed by the Greek philosopher Socrates (470BC-399BC, Athens).

Socrates disputed the fact that people in authority necessarily have accurate knowledge. He would question people who thought they knew about a certain topic, and reveal flaws in the logic and evidence they relied on .

Raphael, the School Of Athens, Vatican Museums. Credit: Public domain

Critical Thinking at Work

Only the most repetitive tasks do not require critical thinking. Critical thinking is instead sought after by most employers and provides a key to success in your career.

Critical thinking in accountancy: 

"Critical thinking has been recognized as one of the skills required by employers... there was a shift in clients’ expectations, from merely mechanical tasks to 'added-value' services. Clients now expected professional accountants to evaluate complex systems and information, as well as detect, predict, advice and recommend appropriate courses of action " ( Muhamad and Sulaiman, 2013, p13 ).

Critical thinking in finance: 

“To succeed in a competitive business environment, newly minted finance professionals must be strong critical thinkers who can analyze complex finance problems, see meanings in data, and communicate effectively with both lay and professional audiences” (Carrithers, Ling and Bean, 2008, p152) .

Critical thinking in science:

“Finding appropriate solutions for problems, both within the areas of Biology, of Medicine, or of any other scientific/technological area, requires the use of [critical thinking] abilities for individuals to make decisions, based on the relevance of the reasons found, rejecting partiality and arbitrariness in the assessment of arguments” (Vieira, Tenreiro-Vieira and Martins, 2011, p46) .

Critical thinking in law:

“… when we use the phrase thinking like a lawyer, we are describing no more, no less, than the critical  thinking that a lawyer applies to the situations he faces in order to deal with them effectively. The two integral elements are the critical thinking skills and the ability to use those skills, not abstractly as in solving puzzles, but in dealing with real legal situations” (Mudd, 1983, p709) .

Bibliography

Carrithers, D., Ling, T., and Bean, J.C. (2008). Messy problems and lay audiences: teaching critical thinking within the finance curriculum.  Business Communication Quarterly , 71(2), 152-170.

Kahnemann, D. (2011). Thinking, fast and slow . London: Penguin

Mudd, J. (1983). Thinking Critically About "Thinking Like a Lawyer".  Journal of Legal Education , 33(4), 704-711. Available from www.jstor.org/stable/42897916 [Accessed 13 May 2020]

Muhamad, R and  Sulaiman , A. D. (2013). Higher order or critical thinking: does accounting education need reforms?  Journal of Accounting Perspectives , 6, 12-20.

Snyder L.G. and Snyder M. (2008). Teaching Critical Thinking and Problem Solving Skills.  The Delta Pi Epsilon Journal ,  L(2), 90-99.

Student Learning Advisory Service, University of Kent (no date). Critical thinking and writing. University of Kent. Available from  https://www.kent.ac.uk/learning/documents/student-support/value-map/valuemap1516/criticalthinkingandwriting171015alg.pdf  [Accessed 16 January 2020]. 

The Critical Thinking Consortium (2015). Promoting critical thinking in science. The Critical Thinking Consortium. Available from  https://tc2.ca/uploads/PDFs/TIpsForTeachers/Tips4Teachers_Promotingcriticalthinkinginscience.pdf  [Accessed 16 January 2020]

Vieira, R., Tenreiro-Vieira, C., and Martins, I. (2011). Critical thinking: conceptual clarification and its importance in science education. Science Education International , 22(1), 43–54

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“If we are uncritical we shall always find what we want: we shall look for, and find confirmations” Karl Popper, cited in:  Critical Thinking  (Tom Chatfield)

Critical writing needs critical thinking. While most of this guide focuses on critical writing, it is first important to consider what we mean by criticality at university. This is because critical writing is primarily a process of evidencing and articulating your critical thinking. As such, it is really important to get the 'thinking bit' of your studies right! If you are able to demonstrate criticality in your thinking, it will make critical writing easier. 

Williams’ (2009:viii) introduces criticality at university as:

“being thoughtful, asking questions, not taking things you read (or hear) at face value. It means finding information and understanding different approaches and using them in your writing.

What is critical thinking?

Critical thinking requires you to carefully evaluate not just sources of information, but also the ideas within them and the arguments they develop. This is an essential part of being a student at university. You cannot simply believe everything you read or are told. For some people, this can feel uncomfortable as this requires you to critique published authors and notable academics. While this may feel inappropriate, it is one of the foundations of academic debate. Indeed, for any given topic or issue, there are many equally valid academic positions. To be effective in your critical thinking, you need to use both scepticism and objectivity :

Scepticism requires you to bring doubt and a questioning attitude to your academic work. In essence, you must ensure you do not automatically accept everything you hear, read or see as true (Chatfield, 2018). This requires you to  question everything you hear, read or see . This is the first step towards developing a critical approach.

Objectivity

Objectivity requires you to approach your work with a more neutral perspective . While it is not possible to take yourself out of your work, when you are engaging in critical thinking you need to acknowledge anything that influences your perspective. This is very important as without this level of self-awareness you can focus more on your opinion than developing a reasoned argument. 

Remember, you CAN criticise the experts - the University of Sussex make this point well here: Critical Thinking: Criticising the experts .

A short introduction to critical writing

Making your thinking more critical with questions

This page has so far demonstrated the importance of asking questions in all of your academic work and learning. Questions are the root of criticality. Questions engage you in active thought, requiring you to process what you are hearing, reading, seeing or experiencing against what you already know. All questions, however, are not as equally probing. Questions like 'what', 'when' and 'who' tend to be more descriptive in contrast to  questions like 'how' or 'so what' which are much more critical .

When engaging in critical thinking, you need to use a range of questions to fully consider the topic or issue you are trying to understand. Descriptive questions are great for developing your initial understanding, but you also need to consider more analytical and evaluatory questions to fully engage in critical thinking . The diagram below introduces some of the core critical questions: 

Based on: University of Plymouth

Critical questions when reading

Most of your critical thinking should be directed towards your reading of the literature. This is because the literature forms the basis of all academic writing, serving as the evidence for whatever point(s) you are trying to make. Our  Reading at University SkillsGuide  contains some useful sections which apply criticality to determining source reliability and identifying an argument. Direct links to these can be found below:

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Critical thinking

Critical writing.

Students sometimes receive feedback such as "your essay is too descriptive" or "you need to show more critical analysis". While some description may be necessary – for instance if you are providing background information – most university assignments require you to produce work that is analytical and critical in its approach.

Your tutors want to know what you think

Your writing needs to show your interpretation of the evidence and source material, how you have used that information to demonstrate your understanding, and your subsequent position on the topic. Being critical in your writing means engaging in academic debates and research happening in your subject area.

The sources you select, the way you show how they agree or disagree with other pieces of evidence, and the way you structure your argument will all show your thought process and how you have understood the information you have read.

Use evidence to strengthen your position

Always keep your reader in mind and try to anticipate the questions they would ask — refer back to the Critical thinking questions (PDF) to help you with this. You can use evidence to help you strengthen your position, answer readers' questions, and "neutralise" opposing points of view.

Remember to keep descriptive statements to a minimum — there is no need to provide large amounts of background or historical information.

Make sure you move from description to analysis and evaluation . Give your interpretation of the facts, and explain the significance, consequences and implications of the statements you have made.

See our advice on structuring a paragraph for more information on how to attach analysis and evaluation to each point you make.

Descriptive vs critical writing examples

The following examples demonstrate the difference between descriptive writing and critical/analytical writing. They are taken from: Cottrell, S. 2003. The Study Skills Handbook . 2nd ed. London: Palgrave.

State what happened vs identify its significance

To write critically you will need to not only describe what happened, but also identify the significance of what happened.

Descriptive example

"The data shows that the incidence (new cases) of asthma rates in children under 15 years old increased rapidly from 1977, peaking in 1993 and then declining, though rates still remain significantly higher than pre-1976 levels."

Critical example

"The trend, from 1977 until 1993, of a rapid rise in rates of asthma diagnosis in children under 15 years, suggests that one of the causal factors was particularly prevalent during this time, but has since declined in importance or effect."

Explain the theory vs show its relevance

Descriptive writing will explain what the theory says. To write critically you need to go further and show why that theory is relevant.

"Carl Rogers' theory of a person-centred approach focuses on the freedom of the individual to determine what values should be used to measure successful personal outcomes or benefit, and is particularly relevant for social workers when wanting to take into account the diverse needs of the client group."

"Carl Rogers' theory of a person-centred approach is particularly suitable for social workers wanting to work with a client group with diverse needs because it allows the client to determine what values should be used to measure successful outcomes, rather than those externally determined by, for example, the service, state or dominant culture in society."

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Critical Writing: A Guide to Writing a Paper Using the Concepts and Processes of Critical Thinking

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The main goal of Critical Writing is to provide students with a set of robust, integrated critical concepts and processes that will allow to them think through and write about a topic in a way that is built on—and permeated by—substantive critical thinking.

This step-by-step guide shows:

• how to construct a thesis statement and the other main points that constitute the structure of the paper;
• how to write the paragraphs that make up the body of the paper;
• how to engage in productive research in a planned, self-directed way;
• how to make a point clear—not just grammatically or stylistically but also how to clearly convey ideas to an audience;
• how to think your way through the numerous unanticipated issues (including aspects of grammatical correctness, transitions, and many others) that arise while writing papers.

Each step provides close and careful processes for carrying out each of these tasks, through the use of critical thinking.

• ISBN-10 153814090X
• ISBN-13 978-1538140901
• Publisher Rowman & Littlefield Publishers
• Publication date March 17, 2021
• Language English
• Dimensions 6.39 x 0.94 x 9.41 inches
• Print length 296 pages
• See all details

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Editorial Reviews

With Critical Writing, Gerald Nosich has filled a gaping hole in the current pedagogical literature about helping students think more critically and then use that thinking to write effectively across disciplines. Many books about this topic provide a prescriptive formula for critical thinking, but most texts do not offer students a way to adapt their thinking processes to their own purposes and individuality. That Nosich provides guidance to both instructors and students with plenty of examples and exercises combined with added emphasis on the crucial role self-reflection plays in all writing sets this text above others in the field.

Though good thinking and good writing are intimately connected, textbooks often neglect this important link, focusing either on writing techniques or on critical thinking theories and strategies. Nosich’s text fills a gap in the market by offering students and teachers a practical guide for embedding critical thinking into the writing process. Drawing on both his deep knowledge of critical thinking and his decades of experience as a classroom instructor, Nosich offers readers a robust and substantive discussion of critical writing, the act of applying critical thinking concepts, traits, and strategies to research and writing. This text would be a valuable addition to any class focused on cultivating skills in writing, critical thinking, or research methods.

Nosich’s approach to using the Paul-Elder framework for Critical Thinking is practical and user-friendly, employing a clear and comprehensive set of tools for strong writing based on sound critical thinking. This well-designed and highly readable guidebook is an outstanding resource for anyone who wants to write well, in any non-fiction genre.

I highly recommend this book to all faculty who want their students to learn how to write papers of quality focused on issues of importance. This book stands above traditional approaches to writing in that it emphasizes the importance of reasoning in understanding and exploring issues at the heart of a written paper, and it details the explicit tools of critical thinking relevant to high quality writing. The critical thinking approach so clearly and expertly detailed by Dr. Nosich in this book—in readily accessible language—should be required in all writing courses.

This volume appeals to faculty, students, and others, who appreciate a structured and accessible approach to improving their writing. I especially like Dr. Nosich's unpretentious, conversational tone that keeps readers engaged, and provides practical solutions to the writing challenges they face.

As an English professor who has endeavored to teach composition permeated with systematic, critical thinking for many years, this newest book by Gerald Nosich, Critical Writing: A Guide to Writing a Paper Using the Concepts and Processes of Critical Thinking, has once again supplied me with powerful and practical strategies for teaching. I first met Dr. Nosich at a seminar by The Foundation of Critical Thinking where I was at once captivated by his amazing teaching presentation and sound ideas for the classroom, especially in the area of writing critically with original content. Every time I attend these conferences, I seek out Dr. Nosich’s presentations and never fail to be inspired; I always return to my students with more effectiveness in helping them to produce higher-level academic writing. I am preparing my next Composition 1 course with this new book in hand.

About the Author

Gerald Nosich is a noted authority on critical thinking across disciplines and has given more than 250 workshops on all aspects of teaching critical thinking. He is professor emeritus at both SUNY Buffalo State in New York and at the University of New Orleans. Nosich is the author of numerous books, articles, and audio and videotapes on critical thinking. He is a senior fellow of the Center and the Foundation for Critical Thinking.

Product details

• Publisher ‏ : ‎ Rowman & Littlefield Publishers (March 17, 2021)
• Language ‏ : ‎ English
• Hardcover ‏ : ‎ 296 pages
• ISBN-10 ‏ : ‎ 153814090X
• ISBN-13 ‏ : ‎ 978-1538140901
• Item Weight ‏ : ‎ 1.45 pounds
• Dimensions ‏ : ‎ 6.39 x 0.94 x 9.41 inches
• #3,217 in Philosophy Criticism (Books)
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• #16,314 in Fiction Writing Reference (Books)

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Writing and Critical Thinking Through Literature (Ringo and Kashyap)

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• Page ID 40355

• Heather Ringo & Athena Kashyap
• City College of San Francisco via ASCCC Open Educational Resources Initiative

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This text offers instruction in analytical, critical, and argumentative writing, critical thinking, research strategies, information literacy, and proper documentation through the study of literary works from major genres, while developing students’ close reading skills and promoting an appreciation of the aesthetic qualities of literature.

Thumbnail: Old book bindings at the Merton College library. (CC BY-SA 3.0; Tom Murphy VII via Wikipedia ).

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Critical Thinking: Creating Job-Proof Skills for the Future of Work

Daniela dumitru.

1 Teacher Training Department, Bucharest University of Economic Studies, 010374 Bucharest, Romania

2 Doctoral School of Psychology and Educational Sciences, University of Bucharest, 050663 Bucharest, Romania

Diane F. Halpern

3 Department of Psychology, Claremont McKenna College, Claremont, CA 91711, USA; moc.liamg@nreplahfenaid

In this study, we explore the transformative impact of artificial intelligence (AI) on the job market and argue for the growing importance of critical thinking skills in the face of job automation and changing work dynamics. Advancements in AI have the potential to disrupt various professions, including, for example, programming, legal work, and radiology. However, solely relying on AI systems can lead to errors and misjudgments, emphasizing the need for human oversight. The concept of “job-proof skills” is introduced, highlighting the importance of critical thinking, problem-solving, empathy, ethics, and other human attributes that machines cannot replicate with the same standards and agility. We maintain that critical thinking can be taught and learned through appropriate classroom instruction and transfer-focused approaches. The need for critical thinking skills is further reinforced by the influx of information and the spread of misinformation in the age of social media. Moreover, employers increasingly value critical thinking skills in their workforce, yet there exists a gap between the demand for these skills and the preparedness of college graduates. Critical thinking is not only essential for the future of work, but also for informed citizenship in an increasingly complex world. The potential impact of AI on job disruption, wages, and employment polarization is discussed, highlighting the correlation between jobs requiring critical thinking skills and their resistance to automation. We conclude by discussing collaborative efforts between universities and labor market organizations to adapt curricula and promote the development of critical thinking skills, drawing on examples from European initiatives. The need to prioritize critical thinking skills in education and address the evolving demands of the labor market is emphasized as a crucial step for navigating the future of work and opportunities for workers.

1. Introduction: Critical Thinking: Creating Job-Proof Skills for the Future of Work

The rapid evolution of online technologies has ushered in a paradigm shift in employment, redefining the nature of work and the skills required to succeed in the digital age. This transformative landscape, characterized by the ubiquitous presence of the Internet, social media platforms, and advanced artificial intelligence systems, has created a plethora of new opportunities and challenges in the labor market. As we navigate this digital frontier, it is becoming increasingly clear that traditional employment paradigms are undergoing a profound transformation. The convergence of online technologies with the demands of a networked world has not only created new job opportunities, but it has also disrupted established industries, rendering some job roles obsolete while creating demand for previously unforeseen skills. In this era of unprecedented connectivity and innovation, examining the intricate interplay between online technologies and jobs is paramount as it holds the key to understanding the dynamics of our rapidly evolving workforce.

Artificial intelligence (AI) is disrupting many jobs and promises “to change the way the world works” ( adminGPT 2023, para. 13 ). The number and range of AI programs are increasing at a rapid pace, and they are likely to continually improve to meet user demands. Consider, for example, ChatGPT, which can respond to questions and requests in a way that seems to come from a human rather than a computer program. GPT stands for “generative pretrained transformer”. It is generative in that it can provide responses that it never “learned”; it is pretrained with a large language model ( Bushwick et al. 2023 ). Newer versions can describe visual images, although thus far, they cannot create visual images. Its uses are seemingly endless. It is easy to imagine how such programs can change the lives of blind individuals. In fact, it can and will change the lives of all of us.

In this paper, we argue that these advances in online technologies will make critical thinking (CT) more important than ever before. Many who are preparing to enter the job market, and many who are already employed, will need to adapt to new forms of job automation and different ways of working.

Consider, for example, that an early achievement of ChatGPT was its generation of Python code (a computer language) to compute various tasks, such as data analysis. Apparently, getting ChatGPT to generate code is so easy that several YouTube videos have popped up claiming that they can teach novice users to use ChatGPT to generate code in 90 s. ( Data Professor 2023 ). The benefits are obvious, but so are the potential job losses for people who work in Python. Python coders will need to upgrade their skills, perhaps first becoming experts in the use of ChatGPT and similar programs, but this also has a positive side--they can spend more time working on larger questions such as which analyses are needed, and, of course, carefully reviewing the work produced by AI to ensure that it is accurate and understandable. Early versions of ChatGPT responses often contained errors. A New York lawyer learned the hard way: Steven A. Schwartz, a lawyer for 30 years, used ChatGPT to create a legal document ( Weiser and Schweber 2023 ). It was filled with fake citations and bogus judicial opinions. Sadly, Mr. Schwartz never checked the accuracy of the document he filed in court. The judge was not amused. This highly public and embarrassing event should be a lesson for all of us. Current AI programs cannot be trusted to take over our work, though they may be able to aid or supplement it. However, other AI programs can “read” radiographs more accurately than human radiologists, which provides a benefit to both radiologists and patients. There is an immediate positive effect for this advancement: Radiologists will have more time to directly work with patients, and yes, they must also check the accuracy of the outputs from their programs when presenting diagnoses.

For the rest of us, whether we are students or early or late in our careers, we need to focus on the development of “job-proof skills” in the face of AI advances. A report from the United Nations defines job-proof skills as “conceptual and strategic thinking, problem-solving, empathy, optimism, ethics, emotional intelligence, and judgments are the future-proof skills and attributes that machines will not be able to replicate with the same standards and agility as qualified human beings” ( Elkeiy 2022, para. 5 ). In other words, critical thinking skills will always be needed.

2. What Is Critical Thinking?

Although some scholars in the field of critical thinking have emphasized differences among various definitions, we believe that the commonalities are evident (c.f., Dwyer 2017 ; Nisbett 2015 ; Lipman 1991 ; Fisher 2001 ). There are some differences in the use of terms and several skills might be more important, but all of the definitions (more or less) conform to our preferred definition: “Critical thinking is the use of those cognitive skills and abilities that increase the probability of a desirable outcome. It is purposeful, reasoned, and goal directed. It is the kind of thinking involved in solving problems, formulating inferences, calculating likelihoods, and making decisions. Critical thinkers use these skills appropriately, without prompting, and usually with conscious intent, in a variety of settings. That is, they are predisposed to think critically. When we think critically, we are evaluating the outcomes of our thought processes--how good a decision is or how well a problem is solved. Critical thinking also involves evaluating the thinking process--the reasoning that went into the conclusion we’ve arrived at, or the kinds of factors considered in making a decision” ( Halpern and Dunn 2023, pp. 6–7 ). The reason we need a common definition of critical thinking is that, without it, instructors can and have passed almost anything off as instruction in critical thinking. However, common ground is to be found concerning CT definitions. In a European project, which we shall refer to in Section 4.3 , the critical thinking definition is based on the works of Halpern and Dunn ( 2023 ), Facione ( 1990 ), Paul and Elder ( 2008 ), and Kuhn ( 1999 ). During two debate sessions, 33 international participants from higher education and the labor market defined critical thinking as a deliberate cognitive process guided by conscious, dynamic, self-directed, self-monitored, and self-correcting thought ( Rebelo et al. 2023 ). It relies on both disciplinary and procedural knowledge, along with metacognitive aspects (including metacognitive, meta-strategic, and epistemological dimensions). Critical thinking can be cultivated and enhanced through the development of competencies, and it is facilitated by various attitudes, such as systematic thinking, open-mindedness, empathy, flexibility, and cognitive maturity. Additionally, it encompasses intellectual skills such as reflection, self-regulation, analysis, inference, explanation, synthesis, and systematic thought. Critical thinking not only stimulates problem-solving capabilities but also facilitates effective communication, fosters independent and holistic thinking, and bolsters decision-making and active citizenship ( Pnevmatikos et al. 2021 ).

2.1. Can Critical Thinking Be Learned?

We teach writing, oral communication, and mathematics with the (often implicit) belief that these skills will be learned and transferred to multiple settings both inside and outside of the classroom. There is a large and growing research literature showing that, with appropriate classroom instruction in critical thinking, including specific instruction designed for transfer, the skills will spontaneously transfer and in uncued (i.e., there are no reminders to use the critical thinking skill that was learned in class) situations ( Dumitru 2012 ; Heijltjes et al. 2014 ; Tiruneh 2019 ). Several such studies were presented by Dwyer ( 2017 ) and Halpern and Dunn ( 2023 ). For the sake of brevity, we review just one recent study. The study was designed to counteract the effects of conspiracy theories. When people believe conspiracy theories, they often act in harmful ways–such as refusing to get the COVID-19 vaccine, which resulted in the death of large numbers of people around the world, or attacking the United State Capitol Building on 6 January 2021 in the belief that there was a conspiracy afoot designed to steal the United States 2020 presidential election from Donald Trump. In a review of the research literature on the efficacy of interventions, the researchers found “there was one intervention which was characteristically different to the rest” ( O’Mahony et al. 2023, para. 23 ). It was a semester-long university course in critical thinking that was designed to teach students the difference between good scientific practices and pseudoscience. These courses require effort and commitment, but they are effective. The same conclusion applies to all interventions designed to enhance critical thinking. There are no fast and easy “once and done” strategies that work. This is why we recommend continuous and pervasive coursework to make sure that the learning of CT skills “sticks.”

2.2. The Need for Critical Thinking Skills

Online technologies-related (including AI) job loss and redesign are not the only reasons why we need to concentrate on teaching and learning the skills of critical thinking. COVID-19 left 140 million people out of work, and many of their jobs will never return ( Roslansky 2021 ). We are drowning in a tsunami of information, confronted with advertisements online, in news reports, social media, podcasts, and more. The need to be able to distinguish good information from bad is critical. In addition, employers want to hire people with critical thinking skills. In a recent report by Hart Research Associated ( 2018 ), they found that in an employer survey of 501 business executives, 78% said that critical thinking/analytic reasoning is the most important skill they want in their employees, but they also added that only 34% of college graduates arrive well prepared in critical thinking. This gap between what employers want and their perception of the preparedness of the workforce was larger for critical thinking than for any other area. In fact, every report on the future of work made this same point. Consider this quote from The World Economic Forum ( 2020 ) on the future of jobs: “Skills gaps continue to be high as in-demand skills across jobs change in the next five years. The top skills and skill groups which employers see as rising in prominence in the lead up to 2025 include groups such as critical thinking and analysis as well as problem-solving.” (p. 5). In a report from the Office of the European Union: Key Competences for Lifelong Learning, the commissioner wrote “Critical thinking, media literacy, and communication skills are some of the requirements to navigate our increasingly complex world” ( Navracsics 2019, p. 3 ). Of course, critical thinking is not just needed in the world of work. A true democracy requires an educated citizenry with citizens who can think critically about world social issues, such as the use/threat of AI, war, poverty, climate change, and so much more. Irrational voters are a threat to all of us—and to themselves.

The need to think critically is not new, but it has taken on a new urgency as social media and other forms of communication have made the deliberate spread of misinformation move at the speed of light. There is nothing new about the use of lies, half-truths, and innuendos to get people to believe something that is not true. Anyone can post anything on popular media sites, and this “fake news” is often copied and shared thousands of times. Sometimes the information is spread with a deliberate attempt to mislead; other times, it is copied and spread by people who believe it is true. These messages are often used to discredit political adversaries, create social unrest, and incite fear. It can be a difficult task to determine what to believe and what to discard. Vosoughi et al. ( 2018 ) analyzed data from 126,000 tweets that were spread by approximately 3 million people. How did the researchers discriminate true data from false data? The same way we all should. They used several different fact-checking sites and found 95% to 98% agreement regarding the truth or falsehood of information. They found that false data spread more quickly and more widely than true data because the false data tended to be novel and sensational, rendering it salient and seductive.

In today’s landscape, the imperative to foster critical thinking skills is becoming increasingly apparent as we grapple with the rapid rise of social media and artificial intelligence technologies and their profound impact on the future of work. The confluence of these transformative forces has ushered in a new era characterized by the potential for significant job disruption. As online technologies advance and automation becomes more widespread, certain traditional job roles may become obsolete, requiring the development of innovative skills and adaptability in the workforce. In this context, critical thinking emerges as a central element in preparing individuals to navigate the evolving job market. It equips individuals with the ability to analyze complex information, discern credible sources from the proliferation of social media information, and make informed decisions in an era of blurring boundaries between human and machine contributions to the workforce. Cultivating critical thinking skills will be essential to ensuring that individuals can take advantage of the opportunities presented by new technologies while mitigating the challenges of job disruption in this AI-driven future.

3. Critical Thinking Skills and Job Disruption and Replacement

Eloundou et al. in 2023 estimated that about 15% of all U.S. workers’ jobs could be accomplished much faster and at the same level of quality with currently available AI. There are large differences in the extent to which various occupations and industries will be affected by advancements in AI. For example, tasks that require a high degree of human interaction, highly specialized domain knowledge, or creating innovative technologies will be minimally affected; whereas, other occupations such as providing captions for images or answering questions about a text or document are more likely to be affected. Routine-based jobs in general are more likely to be dislodged by advanced technologies ( Acemoglu 2002 ). Using the basic definitions of skills that are standard in O*Net, Eloundou et al. ( 2023 ) found a clear negative correlation between jobs requiring knowledge of science and critical thinking skills and the likelihood that AI will “take over” the job. These findings reinforce our main point—the best way to gain job-proof skills is with critical thinking.

The effect of online technologies on wages is complicated because of the large number of factors that come together to determine earnings. Acemoglu and Autor ( 2011 ) advocated for a model that simultaneously considers the level of the tasks required for any job (low, medium, and high), where a high level of skill is defined as one that allows employees to perform a variety of tasks, the demand for the tasks, and technological changes that can complement a task or replace it. They assert that employment has become increasingly polarized with the growth in both high education, high wage occupations and low education, and low wage occupations in the United States and the European Union. To understand and predict which occupations will be most disrupted by AI (and other developing technologies), an investigator will need to simultaneously consider all of these variables. Technological advancements can generate shifts in demand, favoring either high- or low-skilled workers. According to Acemoglu and Autor ( 2011 ), we can expect some of the largest disruptive effects at the middle level of skills, where some of the tasks performed at this level can be more easily replaced by new technologies, with widespread employment growth in high- and low-skilled occupations.

4. Business-University Collaborations

The pursuit of promoting high standards of critical thinking in university students across various academic disciplines is a challenging endeavor that should be leveraged through collaboration with stakeholders. In such collaborations, stakeholders can contribute to refining the skills required by learners and bring their own perspectives to academic instruction. This close partnership between universities and stakeholders helps minimize gaps and mismatches in the transition to the labor market, facilitates research collaboration, and increases student motivation.

Collaborations between businesses and universities have gained increasing importance in today’s rapidly evolving educational and economic landscape. These partnerships are instrumental in bridging the gap between academic learning and the real-world skills demanded by the job market. One key aspect of business-university collaboration (BUC) is the alignment of curricula with the dynamic needs of industries. This entails the joint effort of higher education institutions (HEIs) and industry experts to design, develop, and deliver educational programs that equip students with practical, job-ready skills. The curriculum design phase involves tailoring study programs, courses, and modules to address skills gaps and align with the specific requirements of employers.

Moreover, BUC extends beyond the classroom. Collaborations often involve business engagement in educational activities, including guest lectures, internships, co-op programs, and research projects. These interactions provide students with invaluable exposure to real-world scenarios, allowing them to apply theoretical knowledge in practical settings.

In essence, BUC is a multifaceted partnership that benefits both students and businesses. It ensures that educational programs remain relevant, fostering a seamless transition from academia to the workforce. This collaborative approach not only enhances students’ employability but also contributes to the overall growth and innovation of industries.

Operationalizing the collaboration implicates a particular focus on curriculum design, development, and delivery. These involve the collaboration between higher education institutions and labor market partners to create or enhance undergraduate or postgraduate study programs, courses, or modules. This collaborative effort aims to address skills gaps, align curricula with employers’ needs, integrate training initiatives, and improve graduates’ employability. Additionally, curriculum delivery includes various forms of business involvement, such as guest lectures, placements, supervision, mentoring, and work-based learning activities.

While the existing literature often discusses the barriers and motivations for university-business collaboration ( Healy et al. 2014 ; Orazbayeva et al. 2020 ), there is a need for more empirical insights into the roles and responsibilities of each party engaged in joint curriculum design, development, and delivery, as well as lessons learned from these collaborations ( Rebelo et al. 2023 ).

4.1. Why Do We Need Higher Education’s Help?

In the preceding sections of this paper, we delved into the disruptive forces of artificial intelligence (AI) on the job market and the critical need for individuals to adapt to these changes by developing “job-proof skills”. The rise of online technologies such as ChatGPT presents both opportunities and challenges, particularly in fields where middle-level skills are required. To effectively tackle these challenges, we must turn our attention to the pivotal role of education and the cultivation of essential skills such as critical thinking.

We highlighted how AI is rapidly transforming various industries and the need for individuals to adapt to these changes. Moreover, we explored the question of whether critical thinking can be learned, showcasing research evidence that supports the teachability of this skill. Now, we shall explore practical strategies for fostering critical thinking skills through collaborations between universities and businesses. The idea here is to create an educational framework that equips students with the capabilities needed to thrive in the evolving workforce.

Building upon the success of two European projects, “Critical thinking across higher education curricula—CRITHINKEDU” and “Critical thinking for successful jobs—THINK4JOBS”, we argue that incorporating practical experience and CT development through apprenticeships is a possible action for better higher education classes. This collaborative approach between HEI and LMO designed to address the differing perspectives and terminologies used by these two entities regarding critical thinking could be an important curriculum design for the better adaptation of job market technology disruptions.

Research conducted by Eloundou et al. ( 2023 ), which shows that critical thinking skills and science skills are less likely to be taken by AI, compels us to sustain the THINK4JOBS apprenticeship curricula as a possible teaching protocol for critical thinking enhancement to face challenges posed by AI at work.

The results from these projects demonstrate significant progress in students’ critical thinking skills and dispositions. These improvements, as highlighted below in Section 4.3 , underscore the effectiveness of embedding critical thinking in the curriculum. The guidelines formulated for implementing Critical Thinking Blended Apprenticeship Curricula provide a roadmap for educators to follow when effectively integrating critical thinking into their courses.

As we ponder the possibility of a world where critical thinking is widespread, we can envision a future where individuals are equipped to confront the ideological fanaticism that threatens global stability. Critical thinking, as both a cognitive skill and a disposition, has the potential to shape a workforce capable of adapting to the ever-changing landscape of work, making informed decisions, and contributing to a more rational and democratic world. The THINK4JOBS project emphasizes the practical steps taken to prepare students for the future job market and sets the stage for further exploration of the role of critical thinking in addressing global challenges, including AI presence in the job market.

4.2. CRITHINKEDU Proctocol for Critical Thinking Education across Curricula

Given that the best education for the future of work is the acquisition of critical thinking skills, how can we facilitate this sort of education? One way to obtain a job-proof education is to create classes with the help of labor market organizations. Two projects funded by the European Union were designed to bring to life the idea that better communication and collaboration between universities and employers result in a better adaptation of the curriculum, especially a curriculum involving critical thinking skill development.

Between 2016 and 2019, the project “Critical thinking across the European higher education curriculum—CRITHINKEDU” focused on how CT is taught in various academic domains. The CRITHINKEDU project, involving universities across Europe, exemplifies how academia and industry can join forces to bridge the gap between classroom learning and real-world job demands. This initiative aimed to enhance the curriculum by explicitly emphasizing critical thinking skill development. It revealed that employers across various fields value critical thinking, and they perceive it as essential for recent graduates entering the workforce.

The participants were eleven universities from nine European countries (Belgium, Czech Republic, Greece, Italy, Spain, Portugal, Romania, Lithuania, and Ireland; Dominguez 2018). Qualitative research was conducted with 32 focus groups comprised of professionals from various European countries and fields. The findings align with previous studies: “CT is a set of interconnected skills (interpretation, inference, analysis, explanation, evaluation, self-regulation”, see Payan-Carreira et al. ( 2023, p. 16 ), and dispositions (open-mindedness, refection, attentiveness, organization, perseverance, intrinsic goal motivation ( Payan-Carreira et al. 2023 ), essential for recent graduates in response to labor market demands. However, an important consideration is that the practical application of CT varies across professional fields. The participants in this study defined the ideal critical thinker as someone with a cultivated mindset, motivated to learn and improve, and equipped with cognitive and behavioral tools to anticipate, regulate, and monitor their thinking. CT is associated with problem-solving and decision-making and is intertwined with other skills such as proactivity, adaptability, creativity, emotional intelligence, communication, and teamwork. The report from this project also introduced “a European collection of the Critical Thinking skills and dispositions needed in different professional fields for the 21st century” ( Dominguez 2018 ), which categorizes CT skills and dispositions based on professional fields and offers a basis for defining learning objectives and adapting university curricula. This study provides valuable insights from 189 European employers into CT needs in the labor market for new graduates. The interviewed professionals had an obvious preference for CT skills in STEM fields and an obvious preference for dispositions in the Humanities. Social Sciences and bio-medical sciences professionals were equally interested in CT skills and dispositions, with a slight preference for dispositions ( Dominguez 2018, p. 28 ).

4.3. Next Steps: THINK4JOBS Blended Appreticeship Curricula

After the termination of the CRITHINKEDU project, partners from Romania, Greece, Lithuania, and Portugal, with the addition of a new partner from Germany, proposed a new research application: “Critical Thinking for Successful Jobs—THINK4JOBS” ( www.think4jobs.uowm.gr ). The idea was to utilize the results from the previous project and, together with labor market organizations, create new courses that are more adapted to the reality of the future of work. The core element of the classes was explicit teaching of critical thinking, using real-life cases and methods. In an apprenticeship model, critical thinking skills are embedded in a relevant context. The value of realistic contexts is that students can see the need for the skills being taught in a workplace scenario. Relevant contexts enhance student engagement and motivation to learn. Dumitru et al. ( 2021 ) focused on improving students’ critical thinking skills and dispositions through collaboration between Higher Education Institutions (HEIs) and Labor Market Organizations (LMOs). The aim was to bridge the gap between HEI curricula and the expectations of the labor market by incorporating apprenticeships that provide practical experience and CT development.

The process of mapping responses from those in the labor market organizations onto college curricula involved the use of research methods such as observation, focus groups, and documentary analysis, with stakeholders from HEIs and LMOs participating. The findings indicated that while there were no definitive “gaps” between HEIs and LMOs, there were contextual differences in the approach to CT. HEIs focus on long-term career preparation, while LMOs emphasize short-term learning strategies. The terminology and expression of CT also differed between the two contexts. Based on the findings, ten work-based scenarios were created, with one from each discipline involved in the project. Overall, the report ( Dumitru et al. 2021 ) highlighted the different goals and perspectives of HEIs and LMOs regarding CT, emphasizing the need for collaboration and a common understanding of which skills should be included in the college curriculum.

There is a different context in the approach to CT, since HEIs usually use different learning activities, focusing more on career preparation with long-term goals, while LMOs follow compact and short-term learning and teaching strategies. Furthermore, the findings suggest that CT is a new workplace requirement and that HEIs and LMOs do not choose the same terminology when referring to the concept, with HEIs usually choosing scientific terms. Another element that emerged is that CT is generally expressed in a declarative way in higher education institutions, while in LMOs the application to specific cases follows a more procedural approach. Put another way, LMOs are focused on making a profit, while HEI is focused on being socially responsible.

In the second phase of the project, partners ( Pnevmatikos et al. 2021 ) focused on the development of a collaborative training curriculum for Higher Education Instructors and LMO tutors. The purpose of the training was to enhance comprehension and knowledge of critical thinking for both sides of this collaboration, since previous research indicated a potential lack of conceptual and procedural understanding between these two entities. Additionally, the training aimed to facilitate the promotion, support, and evaluation of students’ CT skills within apprenticeship curricula, as well as the creation of blended curricula utilizing an open-source learning platform. The training course encompassed workshops that delved into various aspects of CT, including analyzing and reassembling ideas about CT, formulating a working definition of CT, instructional methodologies, blended learning techniques, usage of a learning platform, CT assessment, and the development of a Memorandum of Understanding (MoU) between higher education institutions and LMOs. The participants’ knowledge about these topics was assessed through pre- and post-training online questionnaires. Although data analysis showed various predicted trends, only perceived self-confidence in the topics covered during the training obtained statistical significance ( Pnevmatikos et al. 2021 ).

In the final report from this project, Payan-Carreira et al. ( 2023 ) presented the results of the implementation of the critical thinking Blended Apprenticeships Curricula (CTBAC) and discussed the improvements in critical thinking skills and dispositions observed in students. The study involved cross-disciplinary analysis and assessed changes before and after the piloting activities. A total of 609 students participated, and their critical thinking skills and dispositions were evaluated.

The consortium chose the Critical Thinking Self-Assessment Scale (CTSAS) developed by Nair ( 2011 ) as an instrument to assess CT skills based on an earlier conceptualization ( Facione 1990 ). The questionnaire has been tested in various geographic and cultural contexts, demonstrating good reliability, internal consistency, and confirmatory factor analysis results. However, the original CTSAS was considered too long to complete, consisting of 115 items, so a shorter version was specifically developed for this project. The short form of the questionnaire (CTSAS-SF) was created through a two-step process. Items with loading weights below .500 were eliminated, resulting in 84 remaining items. Redundant and non-cognitive-focused items were marked for elimination, leaving 60 items. The short form maintained the original scale’s framework and utilized a seven-point Likert scale ranging from 0 (Never) to 6 (Always) for students to respond to items assessing various dimensions and subdimensions of CT skills.

The CTSAS-SF validation process, with confirmatory factor analysis, resulted in two models with equivalent satisfactory goodness-of-fit indices. Model 4, the second-order factor model (RMSEA = .051; TLI = .924; CFI = .927), had a chi-square/df ratio of 2.33. The Cronbach alpha of the overall instrument was excellent (α = .969). Sample items are shown in Table 1 .

Sample items forming Critical Thinking Self-Assessment Scale (CTSAS), Nair ( 2011 ).

Compared to instruments for assessing CT skills, the availability of instruments for measuring critical thinking (CT) dispositions is limited. However, one of the instruments adopted by the consortium to assess CT dispositions is the Student-Educator Negotiated Critical Thinking Dispositions Scale (SENCTDS), which was developed by Quinn et al. ( 2020 ). The scale was validated with a mixed population of Irish and American undergraduate students. The scale considers a variety of CT dispositions that the authors consider important for the labor market and real-world decision-making. Some of the items in the scale combine Facione ’s ( 1990 ) original CT dispositions into new dimensions that are relevant to academic and labor market success, such as organization, perseverance, and intrinsic goal motivation. The scale consists of six dimensions (Reflection, Attentiveness, Open-mindedness, Organization, Perseverance, and Intrinsic Goal Motivation) and presents statements for students to respond to using a 7-point Likert scale. The Likert scale ranges from 1 (strongly disagree) to 7 (strongly agree). The original version of the SENCTDS contains 21 items. The validation process, with confirmatory factor analysis, identified only one model presenting a satisfactory goodness-of-fit index—model 3, comprised of six correlated factors (RMSEA = .054; TLI = .974; CFI = .969) with a chi-square/df ratio of 2.57. The instrument presented a high Cronbach alpha (α = .842), suggesting a strong internal consistency of the instrument. Sample items are presented in Table 2 .

Sample items from Student-Educator Negotiated Critical Thinking Dispositions Scale (SENCTDS), developed by Quinn et al. ( 2020 ).

The analysis showed gains in critical thinking skills and indicated that changes were more prominent in skills than dispositions. All skills (interpretation, analysis, inference, explanation, self-regulation, and evaluation) obtained significant differences between the pretest and posttest, with p ≤ .0001 to all skills, plus the integrated critical thinking skills score was t = 9.705 and p ≤ .0001, which demonstrates strong significant difference between pre- and the posttest. Dispositions displayed no significant differences regarding the integrated score, but showed significant differences in reflection (t = 1.766, p = .079), open-mindedness (t = 2.636, p = .009), organization (t = 2.568, p = .011), and intrinsic goal motivation (t = 1.712, p = .088).

Based on the findings from the implementation of the blended apprenticeship curricula, the following guidelines were formulated for implementing Critical Thinking Blended Apprenticeship Curricula ( Payan-Carreira et al. 2023 ):

• Provide an explanation of the importance of critical thinking—Clearly communicate to students why critical thinking is a vital skill in today’s workforce and how it is valued in specific professions. Explicitly incorporate the development of critical thinking as an outcome of the course.
• Emphasize continuous and pervasive CT training—To achieve success, there should be a concerted effort across disciplinary curricula to foster students’ critical thinking skills and dispositions. Skills require training, and dispositions necessitate the internalization of desired attitudes. Therefore, sufficient time and a collaborative approach at the disciplinary level are necessary for consistent and significant progress.
• Allocate dedicated time—Building on the previous point, it is essential to allocate specific time within the course to work on the proposed critical thinking goals. Students and educators need to schedule activities and create opportunities for preparation, development, and feedback exchange. This ensures that the intervention leads to meaningful, lasting learning.
• Establish connections with real-world scenarios—Foster student engagement and improve their perception of learning experiences by incorporating case studies that reflect situations professionals encounter in their daily work. By grounding the learning content in reality, students are more likely to be motivated and actively participate in the educational process.

Foster reflection on CT skills and dispositions—Offer students the chance to reflect on their reasoning processes and the attitudes they have developed throughout their learning experiences. Encouraging reflective thinking enhances the effectiveness of learning interventions and helps cultivate a deeper understanding of one’s experiences.

These steps aim to guide educators in effectively implementing the critical thinking blended apprenticeship curricula while also maximizing the impact of critical thinking development in students.

The two European projects made a great start in integrating the skills that employers want employees to learn from university curricula, but the results are nonetheless provisional. There is not a clear agreement among participating universities regarding how best to teach critical thinking, nor any regarding its importance for future jobs. We urge that more work should be done to nurture critical thinking within university curricula in order to provide our current students—who represent the future of the workforce—the much-wanted job-proof skills they need.

5. European Recommendations and Good Practices

Critical thinking stands as a pivotal goal for European Higher Education Institutions. To facilitate the attainment of this objective, we present an educational protocol that draws from comprehensive research and practical experiences, including insights from the CRITHINKEDU project. This protocol amalgamates insights from both theoretical and empirical studies on critical thinking with practical strategies for its cultivation.

Recommendations go toward signing memorandums of understanding between universities and labor market organizations to cultivate strong partnerships ( Rebelo et al. 2023 ). Effective collaboration between universities and businesses is crucial in fostering critical thinking. This partnership thrives on the synergy that results when academic institutions and businesses combine their expertise, resources, and perspectives. Strategies such as aligning goals, fostering long-term commitment, and promoting a culture of collaboration can strengthen these partnerships and ensure that academic research is harmoniously aligned with real-world needs.

Another recommendation relates to the formulation of compelling goals . Accurate and transparent goals are fundamental to the successful implementation of university-industry collaborations to promote critical thinking. These goals must be clearly defined and easily understood at multiple levels, from the institutional to the program and course levels. Recognition of critical thinking as an overarching goal implies its integration into assessment and evaluation processes.

Another recommendation is to develop flexible curricula . To effectively foster critical thinking, curricula must demonstrate adaptability and responsiveness to emerging trends and market demands. The use of agile curriculum design methodologies and the involvement of business partners in curriculum development is of great value. Approaches such as problem-based and case-based learning facilitate rapid adaptation to evolving market needs, such as the use of AI-powered software to solve work tasks better and faster. Regular feedback mechanisms and ongoing collaboration with business partners ensure that curricula remain relevant and flexible.

Incorporating real-world challenges and case studies into curricula bridges the gap between academia and the business world, creating an environment that encourages experiential learning. The active involvement of business stakeholders in providing relevant challenges plays a key role. Students’ problem-solving skills are enhanced by shifting from traditional teaching methods to project-based, problem-based, or case-based learning. Engaging students through apprenticeships, internships, guest lectures, and seminars immerses them in authentic work environments and fosters their professional development.

Ongoing, multi-faceted evaluation is a cornerstone of the collaboration between higher education and the business community to cultivate critical thinking. Assessment includes measuring learners’ progress in critical thinking, the effectiveness of curricula, and the impact of partnerships through the use of key performance indicators.

Regarding how to implement a critical thinking curriculum, pedagogical research ( Elen et al. 2019 ) suggests that in the development of critical thinking, whether it is regarded as a skill, disposition, or a combination of both, three categories of supportive measures can be identified: modeling, induction, and declaration.

Modeling: Support the development of critical thinking skills by demonstrating what it means to think critically at the institutional, programmatic, and course levels, considering multiple perspectives and alternative viewpoints.

Induction: Support critical thinking development by provoking critical thinking through the presentation of open-ended questions, unstructured tasks, complex problems, and real-world issues. The exact nature of “induction” and how it is implemented may vary across fields and disciplines. Induction can be carried out in a variety of ways; for example, presenting unstructured problems, providing authentic tasks, encouraging constructive controversy, asking “why” questions, or encouraging student autonomy.

Explanation: Promote the development of critical thinking by articulating or explicitly stating what is at stake, what strategies can be used, and what criteria must be met. This explanation can take the form of oral or written communication and should always be explicit and specific. Declaring and making things explicit can be accomplished in a variety of ways, including using critical thinking rubrics, developing elaborate concept maps, providing feedback on critical thinking, and engaging in discussion and reflection on critical issues.

This integrated approach, encompassing university-business collaboration and an educational protocol, underscores the significance of critical thinking in higher education. It provides a structured framework for nurturing this essential skill by aligning objectives, fostering partnerships, adapting curricula, and implementing ongoing evaluation practices. In doing so, educational institutions are better poised to equip students with the critical thinking skills needed to thrive in a rapidly evolving world.

6. Concluding Remarks or Can Critical THINKING Save the World?

In summary, the dynamic interaction between universities, businesses, and the evolving technology landscape, including the rise of artificial intelligence (AI) and online technologies, underscore the critical need to nurture and develop students’ critical thinking skills. As we navigate the challenges posed by AI and the ever-expanding digital realm, collaborative efforts between academia and industry have proven to be instrumental in preparing students for the future job market.

Incorporating real-world experiences, such as apprenticeships, into the curriculum is an important step toward improving students’ critical thinking skills in real-world contexts. Projects such as “Critical thinking across higher education curricula—CRITHINKEDU” and “Critical thinking for successful jobs—THINK4JOBS” have demonstrated the potential of these collaborations to bridge the gap between classroom learning and industry needs. In addition, the development of flexible curricula that can adapt to the evolving needs of the job market, especially considering online technologies, is essential. By integrating real-world challenges and case studies into the curriculum, students gain valuable problem-solving skills and are better prepared to navigate the complexities of the digital age.

Ongoing assessment and evaluation are critical components of this collaborative effort, ensuring that critical thinking remains a central focus and that students are making meaningful progress in acquiring this essential skill.

With the disruption of AI and the ubiquity of online technologies, the integration of critical thinking into higher education curricula is more important than ever. It enables students not only to thrive in a technology-driven world, but also to contribute to a rational, democratic, and globally interconnected society. The partnerships forged between universities and businesses, along with a well-defined educational protocol, provide a roadmap for cultivating these essential skills and preparing students for the challenges and opportunities of the future job market. The imperative to foster critical thinking in university curricula remains a fundamental step in equipping tomorrow’s workforce to navigate the complexities of an AI-influenced job market and a rapidly changing world.

Lilienfeld ( 2007, para. 3 ) said it well: “The greatest threat to the world is ideological fanaticism, by ideological fanaticism I mean the unshakeable conviction that one’s belief system and that of other in-group members is always right and righteous and that others’ belief systems are always wrong and wrong-headed”. Imagine a world where (most or even many) people use the skills of critical thinking. Just maybe, CT could save the world.

The job market will require a psychologically adaptable toolkit, and we propose that critical thinking is an essential component therein. The disruptions imposed by new technological advances such as AI will require students to learn new employable skills because we will need not just an engineer, but a critical thinking engineer; not just a programmer, but a critical thinking programmer; and not just a journalist, but a critical thinking journalist. The dignity of workers—their humanity and our collective survival—may well depend on CT, a very human creation.

Acknowledgments

We sincerely thank Dana Dunn, Moravian University, for comments on an earlier version of this manuscript.

Funding Statement

Daniela Dumitru received funding from European Commission/EACEA, through the ERASMUS+ Programme, “Critical Thinking for Successful Jobs—Think4Jobs” Project, with the reference number 2020-1-EL01-KA203-078797.

Author Contributions

Conceptualization, D.F.H. and D.D.; investigation, D.F.H. and D.D.; resources, D.F.H. and D.D.; writing—original draft preparation, D.F.H. and D.D.; writing—review and editing, D.F.H. and D.D. All authors have read and agreed to the published version of the manuscript.

Conflicts of Interest

The authors declare no conflict of interest.

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• Acemoglu Daron. Technical Change, Inequality, and the Labor Market. [(accessed on 15 May 2023)]; Journal of Economic Literature. 2002 40 :7–72. doi: 10.1257/jel.40.1.7. Available online: http://www.jstor.org/stable/2698593 [ CrossRef ] [ Google Scholar ]
• Acemoglu Daron, Autor David. Skills, Tasks and Technologies: Implications for Employment and Earnings. In: Ashenfelter Orley, Card David., editors. Handbook of Labor Economics. 1st ed. North Holland-Elsevier; San Diego: 2011. pp. 1043–71. [ Google Scholar ]
• adminGPT The Future Is Here: Analytics and Artificial Intelligence in Every Industry. May 22, 2023. [(accessed on 2 June 2023)]. @utopost. Available online: https://chatgpt.com/27739697/the-future-is-here-analytics-and-artificial-intelligence-in-every-industry#/
• Bushwick Sophie, Harper Kelso, Bose Tulika. What You Need to Know about GPT-4. Scientific American Podcasts. 2023. [(accessed on 31 May 2023)]. Available online: https://www.scientificamerican.com/podcast/episode/what-you-need-to-know-about-gpt-4/
• Data Professor How to Use ChatGPT to Generate Code in 90 Seconds. 2023. [(accessed on 31 May 2023)]. Available online: https://www.youtube.com/watch?v=ELJzUcYrAIQ
• Dominguez Caroline. (coord.) A European Collection of the Critical Thinking SKILLS and Dispositions Needed in Different Professional Fields for the 21st Century. UTAD; Vila Real: 2018. [(accessed on 2 June 2023)]. Available online: https://crithinkedu.utad.pt/en/intellectual-outputs/ [ Google Scholar ]
• Dumitru Daniela. Critical Thinking and Integrated Programs. [(accessed on 15 May 2023)]; The Problem of Transferability. Procedia-Social and Behavioral Sciences. 2012 33 :143–7. doi: 10.1016/j.sbspro.2012.01.100. Available online: http://www.sciencedirect.com/science/article/pii/S1877042812001085 [ CrossRef ] [ Google Scholar ]
• Dumitru Daniela, Christodoulou Panagiota, Lithoxoidou Angeliki, Georgiadou Triantafyllia, Pnevmatikos Dimtrios, MarinDrămnescu Aurel, Enachescu Vladimir, Stăiculescu Camelia, Lăcătuş Maria Liana, Paduraru Monica Elisabeta, et al. Think4Jobs Toolkit: Ten Work-Based Learning Scenarios. University of Western Macedonia; Greece: 2021. [(accessed on 22 May 2023)]. Available online: https://think4jobs.uowm.gr/results/intellectualoutput1 [ Google Scholar ]
• Dwyer Cristopher P. Critical Thinking: Conceptual Perspectives and Practical Guidelines. Cambridge University Press; Cambridge: 2017. [ Google Scholar ]
• Elen Jan, Jiang Lai, Huyghe Steven, Evers Marleen, Verburgh Ann, Dumitru Daniela, Palaigeorgiou George. In: Promoting Critical Thinking in European Higher Education Institutions: Towards an Educational Protocol. Dominguez C., Payan-Carreira R., editors. UTAD; Vila Real: 2019. [(accessed on 30 August 2023)]. Available online: https://repositorio.utad.pt/bitstream/10348/9227/1/CRITHINKEDU%20O4%20%28ebook%29_FINAL.pdf [ Google Scholar ]
• Elkeiy Gabriel. Future-Proof Skills can Help Balance Individual and Societal Progress. United Nations, UN Chronicle. Aug 5, 2022. [(accessed on 25 May 2023)]. Available online: https://www.un.org/en/un-chronicle/future-proof-skills-can-help-balance-individual-and-societal-progress#:~:text=Conceptual%20and%20strategic%20thinking%2C%20creativity,agility%20as%20qualified%20human%20beings
• Eloundou Tyna, Manning Sam, Mishkin Pamela, Rock Daniel. GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models. 2023. [(accessed on 1 June 2023)]. Available online: https://arxiv.org/pdf/2303.10130.pdf
• Facione Peter A. Critical Thinking: A Statement of Expert Consensus for Purposes of Educational Assessment and Instruction. Research Findings and Recommendations. [(accessed on 10 May 2023)]; 1990 Available online: http://files.eric.ed.gov/fulltext/ED315423.pdf
• Fisher Alec. Critical Thinking: An Introduction. Cambridge University Press; Cambridge: 2001. [ Google Scholar ]
• Halpern Diane F., Dunn Dana S. Thought and Knowledge: An Introduction to Critical Thinking. 6th ed. Routledge Taylor & Francis; New York: 2023. [ Google Scholar ]
• Hart Research Associated Fulfilling the America Dream: Liberal Education and the Future of Work. 2018. [(accessed on 20 June 2023)]. Conducted on Behalf of Association of American Colleges and Universities. Available online: https://dgmg81phhvh63.cloudfront.net/content/user-photos/Research/PDFs/2018EmployerResearchReport.pdf
• Healy Adrian, Perkmann Markus, Goddard John, Kempton Louise. Directorate General for Education and Culture, European Commission. European Union; Brussels: 2014. Measuring the Impact of University Business Cooperation. [ Google Scholar ]
• Heijltjes Anita, Gog Tamara, Paas Fred. Improving Students’ Critical Thinking: Empirical Support for Explicit Instructions Combined with Practice. Applied Cognitive Psychology. 2014; 28 :518–30. doi: 10.1002/acp.3025. [ CrossRef ] [ Google Scholar ]
• Kuhn Deanna. A Developmental Model of Critical Thinking. Educational Researcher. 1999; 28 :16–46. doi: 10.3102/0013189X028002016. [ CrossRef ] [ Google Scholar ]
• Lilienfeld Scott. Can Psychology Change the World? The British Psychological Society, Research Digest. 2007. [(accessed on 31 May 2023)]. Available online: http://bps-research-digest.blogspot.com/2007/09/can-psychology-save-world.html
• Lipman Matthew. Thinking in Education. Cambridge University Press; New York: 1991. [ Google Scholar ]
• Nair Girija. Preliminary Psychometric Characteristics of the Critical Thinking Self-Assessment Scale. University of Saskatchewan; Saskatoon: 2011. [(accessed on 18 May 2023)]. Available online: https://harvest.usask.ca/bitstream/handle/10388/ETD-2011-09-103/girija.nair.phd.thesis.pdf;jsessionid=F19CA2ACBE3978E8DF9E19C77CB3198E?sequence=3 [ Google Scholar ]
• Navracsics Tibor. Key Competences for Lifelong Learning. 2019. [(accessed on 22 May 2023)]. Foreword. European Commission, Directorate-General for Education, Youth, Sport and Culture. Publications Office. Available online: https://data.europa.eu/doi/10.2766/569540 [ Google Scholar ]
• Nisbett Richard. Mindware Tools for Smart Thinking. Doubleday Canada; Toronto: 2015. [ Google Scholar ]
• O’Mahony Cian, Brassil Maryanne, Murphy Gillian, Linehan Conor. The efficacy of interventions in reducing belief in conspiracy theories: A systematic review. PLoS ONE. 2023; 18 :e0280902. doi: 10.1371/journal.pone.0280902. [ PMC free article ] [ PubMed ] [ CrossRef ] [ Google Scholar ]
• Orazbayeva Balzhan, Daveyb Todd, Plewa Carolin, Galán-Muros Victoria. Engagement of academics in education-driven university-business cooperation: A motivation-based perspective. Studies in Higher Education. 2020; 45 :1723–36. doi: 10.1080/03075079.2019.1582013. [ CrossRef ] [ Google Scholar ]
• Paul Richard, Elder Linda. The Miniature Guide to Critical Thinking Concepts and Tools. Foundation for Critical Thinking Press; Santa Barbara: 2008. [ Google Scholar ]
• Payan-Carreira Rita, Rebelo Hugo, Sebastião Luis, Sacau Ana, Ferreira David, Simões Margarida, Pnevmatikos Dimitrios, Christodoulou Panagiota, Lithoxoidou Angeliki, Georgiadou Triantafyllia, et al. THINK4JOBS Guidelines: A Protocol for Critical Thinking Transfer from Curricula to Labour Market. University of Western Macedonia; Greece: 2023. [(accessed on 2 June 2023)]. Available online: https://think4jobs.uowm.gr/results/intellectualoutput4 [ Google Scholar ]
• Pnevmatikos Dimitios, Christodoulou Panagiota, Georgiadou Triantafyllia, Lithoxoidou Angeliki, Dimitriadou Catherine, Carreira Rita Payan, Simões Margarida, Ferreira David, Rebelo Hugo, Sebastião Luis. THINK4JOBS TRAINING: Critical Thinking Training Packages for Higher Education Instructors and Labour Market Tutors. University of Western Macedonia; Greece: 2021. [(accessed on 10 June 2023)]. Available online: https://think4jobs.uowm.gr/results/intellectualoutput2 [ Google Scholar ]
• Quinn Sarah, Hogan Michael, Dwyer Cristopher, Finn Patrick, Fogarty Emer. Development and Validation of the Student-Educator Negotiated Critical Thinking Dispositions Scale (SENCTDS) Thinking Skills and Creativity. 2020; 38 :100710. doi: 10.1016/j.tsc.2020.100710. [ CrossRef ] [ Google Scholar ]
• Rebelo Hugo, Christodoulou Panagiota, Payan-Carreira Rita, Dumitru Daniela, Mäkiö Elena, Mäkiö Juho, Pnevmatikos Dimitrios. University-Business Collaboration for the Design, Development and Delivery of Critical Thinking Blended Apprenticeships Curricula: Lessons Learned from a Three-Year Project. Education Sciences. 2023; 2023 :2023081992. doi: 10.20944/preprints202308.1992.v1. [ CrossRef ] [ Google Scholar ]
• Roslansky Ryan. You Need a Skills-Based Approach to Hiring and Developing Talent. Harvard Business Review. 2021. [(accessed on 1 June 2023)]. Available online: https://hbr.org/2021/06/you-need-a-skills-based-approach-to-hiring-and-developing-talent
• Tiruneh Dawit. Transfer of Critical Thinking Skills Across Domains: Implicit or Explicit Instructional Approaches?; Paper presented at 2019 AERA Annual Meeting; Toronto, ON, Canada. June 4; 2019. [ CrossRef ] [ Google Scholar ]
• Vosoughi Soroush, Roy Deb, Aral Sinan. The spread of true and false news online. Science. 2018; 359 :1146–51. doi: 10.1126/science.aap9559. [ PubMed ] [ CrossRef ] [ Google Scholar ]
• Weiser Benjamin, Schweber Nate. The ChatGPT Lawyer Explains Himself. The New York Times. 2023. [(accessed on 11 June 2023)]. Available online: https://www.nytimes.com/2023/06/08/nyregion/lawyer-chatgpt-sanctions.html
• World Economic Forum The Future of Jobs Report 2020. 2020. [(accessed on 31 May 2023)]. Available online: https://www3.weforum.org/docs/WEF_Future_of_Jobs_2020.pdf

Critical Writing/Critical Thinking

Course session, target audience:.

Individuals who are competent in basic writing skills but interested in strengthening their ability to communicate through their government writing and technical staff who want to construct more compelling, logical, and persuasive arguments and whose job it is to write or review a variety of regulatory program documents, including findings, decision documents, technical reports, recommendations, comment letters, informational documents, and planning documents.

Summary and Objectives:

This intensive, hands-on writing course is designed to achieve excellence in writing through clarity in thinking. Critical thinking involves evaluating information to reach a well-justified decision or recommendation, and critical writing is the clear, unambiguous communication of the information. The goal of this course is to develop participants' skills as writers and editors/reviewers in order to make U.S. Fish and Wildlife Service policy and science writing clear, well-organized, persuasive, and logical.

Upon completion of this course, participants will be able to:

• Engage in the various stages of the writing process (invention, arrangement, selection, writing, editing, and revision) when composing documents.
• Consider the essential elements of content, organization, tone, and clarity when writing.
• Construct sound, logical, and compelling arguments.
• Develop, organize, and link ideas, resulting in clear, persuasive, and logical writing.
• Use critical thinking skills to differentiate between fact and opinion, identify author bias, develop inferential skills, and recognize logical fallacies and faulty reasoning.
• Apply simple techniques (such as the IRAC format) that make documents analytical, reasoned, and understandable.
• Write well-organized sentences, paragraphs, and documents using proper conventions with reference to legal and biological standards.
• Apply proper grammar, sentence structure structure Something temporarily or permanently constructed, built, or placed; and constructed of natural or manufactured parts including, but not limited to, a building, shed, cabin, porch, bridge, walkway, stair steps, sign, landing, platform, dock, rack, fence, telecommunication device, antennae, fish cleaning table, satellite dish/mount, or well head. Learn more about structure , and plain language rules. 
• Diagnose problems in writing samples and determine improvements that could strengthen the piece.
• Edit and revise their writing so that it is concise, contains relevant information, and is free of errors.

This course does not cover how to write journal articles for publication in scientific journals; for this type of training, please see Scientific Writing for Publication: Course and Clinic (CSP3182) .

Competency Addressed:

Critical Thinking - Awareness, Writing - Intermediate, Written Communication - Intermediate, Communicating Science - Intermediate 

Questions and Registration

Course contact, upcoming sessions of this course.

Session date and time Mon, 06/03/2024 - 08:00 - Fri, 06/07/2024 - 12:00 (MDT) Location Classroom Albuquerque, NM

Session Contact

*DOI PIV card holders may use the button above to register for courses directly in DOI Talent. If you are not affiliated with DOI, follow instructions for External, Non-DOI learners to obtain an account. Need help for registration, contact session contact.

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Home > SCRIPPS > SCRIPPS_STUDENT > SCRIPPS_THESES > 2232

Scripps Senior Theses

Improving critical thinking in written assignments: human vs. chatgpt tutor in socratic questioning intervention.

Katia Martha Follow

Graduation Year

Document type.

Open Access Senior Thesis

Degree Name

Bachelor of Arts

Jennifer Groscup

Piya Chatterjee

Tricia Morgan

Terms of Use & License Information

Terms of Use for work posted in Scholarship@Claremont .

Rights Information

2023 Katia A. Martha

The purpose of the proposed study is to trial a short Socratic Questioning (SQ) intervention in the writing process, facilitated by either a human or ChatGPT tutor, and explore the effects that this may have on students’ critical thinking (CT), which will be coded from their written responses. Participants will be undergraduate college first years in the local California area who are fluent in English and have no learning disabilities. This study involves two visits, spaced a week apart, to gather pre- and post- test data for evaluating the effectiveness of the SQ intervention in improving CT. Both visits will follow a similar format of participants taking a written exam followed by a survey, which, in visit 1, will ask about ChatGPT account set-up and participant demographics, and in visit 2, will ask about intrinsic motivation. Researchers expect that post-test CT scores will be higher in conditions with the SQ intervention as opposed to the control, and specifically higher for the SQ intervention with the human tutor versus the ChatGPT tutor. This relationship is expected to be moderated by baseline level of CT, with lower levels of baseline CT predicting greater impacts from the SQ intervention, and mediated by intrinsic motivation, where intrinsic motivation is expected to be higher for participants with the human versus ChatGPT tutor. This study will address many gaps in the literature, including how to develop and assess CT in writing, specific methods of using ChatGPT to improve student learning, comparing humans versus ChatGPT as tutors, and looking at SQ as an intervention in the writing process.

Recommended Citation

Martha, Katia, "Improving Critical Thinking in Written Assignments: Human vs. ChatGPT Tutor in Socratic Questioning Intervention" (2023). Scripps Senior Theses . 2232. https://scholarship.claremont.edu/scripps_theses/2232

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