the value of teaching critical thinking skills to it learners

Developing Critical Thinking

• Posted January 10, 2018
• By Iman Rastegari

In a time where deliberately false information is continually introduced into public discourse, and quickly spread through social media shares and likes, it is more important than ever for young people to develop their critical thinking. That skill, says Georgetown professor William T. Gormley, consists of three elements: a capacity to spot weakness in other arguments, a passion for good evidence, and a capacity to reflect on your own views and values with an eye to possibly change them. But are educators making the development of these skills a priority?

"Some teachers embrace critical thinking pedagogy with enthusiasm and they make it a high priority in their classrooms; other teachers do not," says Gormley, author of the recent Harvard Education Press release The Critical Advantage: Developing Critical Thinking Skills in School . "So if you are to assess the extent of critical-thinking instruction in U.S. classrooms, you’d find some very wide variations." Which is unfortunate, he says, since developing critical-thinking skills is vital not only to students' readiness for college and career, but to their civic readiness, as well.

"It's important to recognize that critical thinking is not just something that takes place in the classroom or in the workplace, it's something that takes place — and should take place — in our daily lives," says Gormley.

In this edition of the Harvard EdCast, Gormley looks at the value of teaching critical thinking, and explores how it can be an important solution to some of the problems that we face, including "fake news."

About the Harvard EdCast

The Harvard EdCast is a weekly series of podcasts, available on the Harvard University iT unes U page, that features a 15-20 minute conversation with thought leaders in the field of education from across the country and around the world. Hosted by Matt Weber and co-produced by Jill Anderson, the Harvard EdCast is a space for educational discourse and openness, focusing on the myriad issues and current events related to the field.

An education podcast that keeps the focus simple: what makes a difference for learners, educators, parents, and communities

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Using technology to develop students’ critical thinking skills.

by Jessica Mansbach

What Is Critical Thinking?

Critical thinking is a higher-order cognitive skill that is indispensable to students, readying them to respond to a variety of complex problems that are sure to arise in their personal and professional lives. The  cognitive skills at the foundation of critical thinking are  analysis, interpretation, evaluation, explanation, inference, and self-regulation.  

When students think critically, they actively engage in these processes:

• Communication
• Problem-solving

To create environments that engage students in these processes, instructors need to ask questions, encourage the expression of diverse opinions, and involve students in a variety of hands-on activities that force them to be involved in their learning.

Types of Critical Thinking Skills

Instructors should select activities based on the level of thinking they want students to do and the learning objectives for the course or assignment. The chart below describes questions to ask in order to show that students can demonstrate different levels of critical thinking.

*Adapted from Brown University’s Harriet W Sheridan Center for Teaching and Learning

Using Online Tools to Teach Critical Thinking Skills

Online instructors can use technology tools to create activities that help students develop both lower-level and higher-level critical thinking skills.

• Example: Use Google Doc, a collaboration feature in Canvas, and tell students to keep a journal in which they reflect on what they are learning, describe the progress they are making in the class, and cite course materials that have been most relevant to their progress. Students can share the Google Doc with you, and instructors can comment on their work.
• Example: Use the peer review assignment feature in Canvas and manually or automatically form peer review groups. These groups can be anonymous or display students’ names. Tell students to give feedback to two of their peers on the first draft of a research paper. Use the rubric feature in Canvas to create a rubric for students to use. Show students the rubric along with the assignment instructions so that students know what they will be evaluated on and how to evaluate their peers.
• Example: Use the discussions feature in Canvas and tell students to have a debate about a video they watched. Pose the debate questions in the discussion forum, and give students instructions to take a side of the debate and cite course readings to support their arguments.  
• Example: Us e goreact , a tool for creating and commenting on online presentations, and tell students to design a presentation that summarizes and raises questions about a reading. Tell students to comment on the strengths and weaknesses of the author’s argument. Students can post the links to their goreact presentations in a discussion forum or an assignment using the insert link feature in Canvas.
• Example:  Use goreact, a narrated Powerpoint, or a Google Doc and instruct students to tell a story that informs readers and listeners about how the course content they are learning is useful in their professional lives. In the story, tell students to offer specific examples of readings and class activities that they are finding most relevant to their professional work. Links to the goreact presentation and Google doc can be submitted via a discussion forum or an assignment in Canvas. The Powerpoint file can be submitted via a discussion or submitted in an assignment.

Pulling it All Together

Critical thinking is an invaluable skill that students need to be successful in their professional and personal lives. Instructors can be thoughtful and purposeful about creating learning objectives that promote lower and higher-level critical thinking skills, and about using technology to implement activities that support these learning objectives. Below are some additional resources about critical thinking.

Additional Resources

Carmichael, E., & Farrell, H. (2012). Evaluation of the Effectiveness of Online Resources in Developing Student Critical Thinking: Review of Literature and Case Study of a Critical Thinking Online Site.  Journal of University Teaching and Learning Practice ,  9 (1), 4.

Lai, E. R. (2011). Critical thinking: A literature review.  Pearson’s Research Reports ,  6 , 40-41.

Landers, H (n.d.). Using Peer Teaching In The Classroom. Retrieved electronically from https://tilt.colostate.edu/TipsAndGuides/Tip/180

Lynch, C. L., & Wolcott, S. K. (2001). Helping your students develop critical thinking skills (IDEA Paper# 37. In  Manhattan, KS: The IDEA Center.

Mandernach, B. J. (2006). Thinking critically about critical thinking: Integrating online tools to Promote Critical Thinking. Insight: A collection of faculty scholarship , 1 , 41-50.

Yang, Y. T. C., & Wu, W. C. I. (2012). Digital storytelling for enhancing student academic achievement, critical thinking, and learning motivation: A year-long experimental study. Computers & Education , 59 (2), 339-352.

Insight Assessment: Measuring Thinking Worldwide

http://www.insightassessment.com/

Michigan State University’s Office of Faculty  & Organizational Development, Critical Thinking: http://fod.msu.edu/oir/critical-thinking

The Critical Thinking Community

http://www.criticalthinking.org/pages/defining-critical-thinking/766

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9 responses to “ Using Technology To Develop Students’ Critical Thinking Skills ”

This is a great site for my students to learn how to develop critical thinking skills, especially in the STEM fields.

Great tools to help all learners at all levels… not everyone learns at the same rate.

Thanks for sharing the article. Is there any way to find tools which help in developing critical thinking skills to students?

Technology needs to be advance to develop the below factors:

Understand the links between ideas. Determine the importance and relevance of arguments and ideas. Recognize, build and appraise arguments.

Excellent share! Can I know few tools which help in developing critical thinking skills to students? Any help will be appreciated. Thanks!

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Brilliant post. Will be sharing this on our Twitter (@refthinking). I would love to chat to you about our tool, the Thinking Kit. It has been specifically designed to help students develop critical thinking skills whilst they also learn about the topics they ‘need’ to.

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How to teach critical thinking, a vital 21st-century skill

A well-rounded education doesn’t just impart academic knowledge to students — it gives them transferable skills they can apply throughout their lives. Critical thinking is widely hailed as one such essential “ 21st-century skill ,” helping people critically assess information, make informed decisions, and come up with creative approaches to solving problems.

This means that individuals with developed critical thinking skills benefit both themselves and the wider society. Despite the widespread recognition of critical thinking’s importance for future success, there can be some ambiguity about both what it is and how to teach it . 1 Let’s take a look at each of those questions in turn.

What is critical thinking?

Throughout history, humanity has attempted to use reason to understand and interpret the world. From the philosophers of Ancient Greece to the key thinkers of the Enlightenment, people have sought to challenge their preconceived notions and draw logical conclusions from the available evidence — key elements that gave rise to today’s definition of “critical thinking.”

At its core, critical thinking is the use of reason to analyze the available evidence and reach logical conclusions. Educational scholars have defined critical thinking as “reasonable reflective thinking focused on deciding what to believe or do,” 2 and “interpretation or analysis, followed by evaluation or judgment.” 3 Some have pared their definition down to simply “good” or “skillful thinking.”

At the same time, being a good critical thinker relies on certain values like open-mindedness, persistence, and intellectual humility. 4 The ideal critical thinker isn’t just skilled in analysis — they are also curious, open to other points of view, and creative in the path they take towards tackling a given problem.

Alongside teaching students how to analyze information, build arguments, and draw conclusions, educators play a key role in fostering the values conducive to critical thinking and intellectual inquiry. Students who develop both skills and values are well-placed to handle challenges both academically and in their personal lives.

Let’s examine some strategies to develop critical thinking skills and values in the classroom.

How to teach students to think critically — strategies

1. build a classroom climate that encourages open-mindedness.

Fostering a classroom culture that allows students the time and space to think independently, experiment with new ideas, and have their views challenged lays a strong foundation for developing skills and values central to critical thinking.

Whatever your subject area, encourage students to contribute their own ideas and theories when addressing common curricular questions. Promote open-mindedness by underscoring the importance of the initial “brainstorming” phase in problem-solving — this is the necessary first step towards understanding! Strive to create a classroom climate where students are comfortable thinking out loud.

Emphasize to students the importance of understanding different perspectives on issues, and that it’s okay for people to disagree. Establish guidelines for class discussions — especially when covering controversial issues — and stress that changing your mind on an issue is a sign of intellectual strength, not weakness. Model positive behaviors by being flexible in your own opinions when engaging with ideas from students.

2. Teach students to make clear and effective arguments

Training students’ argumentation skills is central to turning them into adept critical thinkers. Expose students to a wide range of arguments, guiding them to distinguish between examples of good and bad reasoning.

When guiding students to form their own arguments, emphasize the value of clarity and precision in language. In oral discussions, encourage students to order their thoughts on paper before contributing.

In the case of argumentative essays , give students plenty of opportunities to revise their work, implementing feedback from you or peers. Assist students in refining their arguments by encouraging them to challenge their own positions. 

They can do so by creating robust “steel man” counterarguments to identify potential flaws in their own reasoning. For example, if a student is passionate about animal rights and wants to argue for a ban on animal testing , encourage them to also come up with points in favor of animal testing. If they can rebut those counterarguments, their own position will be much stronger!

Additionally, knowing how to evaluate and provide evidence is essential for developing argumentation skills. Teach students how to properly cite sources , and encourage them to investigate the veracity of claims made by others — particularly when dealing with online media .

3. Encourage metacognition — guide students to think about their own and others’ thinking

Critical thinkers are self-reflective. Guide students time to think about their own learning process by utilizing metacognitive strategies, like learning journals or having reflective periods at the end of activities. Reflecting on how they came to understand a topic can help students cultivate a growth mindset and an openness to explore alternative problem-solving approaches during challenging moments.

You can also create an awareness of common errors in human thinking by teaching about them explicitly. Identify arguments based on logical fallacies and have students come up with examples from their own experience. Help students recognize the role of cognitive bias in our thinking, and design activities to help counter it.

Students who develop self-awareness regarding their own thinking are not just better at problem-solving, but also managing their emotions .

4. Assign open-ended and varied activities to practice different kinds of thinking

Critical thinkers are capable of approaching problems from a variety of angles. Train this vital habit by switching up the kinds of activities you assign to students, and try prioritizing open-ended assignments that allow for varied approaches.

A project-based learning approach can reap huge rewards. Have students identify real-world problems, conduct research, and investigate potential solutions. Following that process will give them varied intellectual challenges, while the real-world applicability of their work can motivate students to consider the potential impact their thinking can have on the world around them.

Classroom discussions and debates are fantastic activities for building critical thinking skills. As open-ended activities, they encourage student autonomy by requiring them to think for themselves.

They also expose students to a diversity of perspectives , inviting them to critically appraise these different positions in a respectful context. Class discussions are applicable across disciplines and come in many flavors — experiment with different forms like fishbowl discussions or online, asynchronous discussions to keep students engaged.

5. Use argument-mapping tools such as Kialo Edu to train students in the use of reasoning

One of the most effective methods of improving students’ critical thinking skills is to train them in argument mapping .

Argument mapping involves breaking an argument down into its constituent parts, and displaying them visually so that students can see how different points are connected. Research has shown that university students who were trained in argument mapping significantly out-performed their peers on critical thinking assessments. 5

While it’s possible — and useful — to map out arguments by hand, there are clear benefits to using digital argument maps like Kialo Edu. Students can contribute simultaneously to a Kialo discussion to collaboratively build out complex discussions as an argument map. 

Individual students can plan essays as argument maps before writing. This helps them to stay focused on the line of argument and encourages them to preempt counterarguments. Kialo discussions can even be assigned as an essay alternative when teachers want to focus on argumentation as the key learning goal. Unlike traditional essays, they defy the use of AI chatbots like ChatGPT!

Kialo discussions prompt students to use their reasoning skills to create clear, structured arguments. Moreover, students have a visual, engaging way to respond to the content of the arguments being made, promoting interpretive charity towards differing opinions. 

Best of all, Kialo Edu offers a way to track and assess your students’ progress on their critical thinking journey. Educators can assign specific tasks — like citing sources or responding to others’ claims — to evaluate specific skills. Students can also receive grades and feedback on their contributions without leaving the platform, making it easy to deliver constructive, ongoing guidance to help students develop their reasoning skills.

Improving students’ critical thinking abilities is something that motivates our work here at Kialo Edu. If you’ve used our platform and have feedback, thoughts, or suggestions, we’d love to hear from you. Reach out to us on social media or contact us directly at [email protected] .

•  Lloyd, M., & Bahr, N. (2010). Thinking Critically about Critical Thinking in Higher Education. International Journal for the Scholarship of Teaching and Learning, 4 (2), Article 9. https://doi.org/10.20429/ijsotl.2010.040209
•  Ennis, R. H. (2015). Critical Thinking: A Streamlined Conception. In: Davies, M., Barnett, R. (eds) The Palgrave Handbook of Critical Thinking in Higher Education. Palgrave Macmillan, New York.
• Lang-Raad, N. D. (2023). Never Stop Asking: Teaching Students to be Better Critical Thinkers . Jossey-Bass.
•  Ellerton, Peter (2019). Teaching for thinking: Explaining pedagogical expertise in the development of the skills, values and virtues of inquiry . Dissertation, The University of Queensland. Available here .
• van Gelder, T. (2015). Using argument mapping to improve critical thinking skills. In The Palgrave Handbook of Critical Thinking in Higher Education (pp. 183–192). doi:10.1057/9781137378057_12.

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Boosting Critical Thinking Across the Curriculum

Visible thinking routines that encourage students to document and share their ideas can have a profound effect on their learning.

In my coaching work with schools, I am often requested to model strategies that help learners think deeply and critically across multiple disciplines and content areas. Many teachers are looking to adapt research-based methods to help students think about content in meaningful ways by making connections to previous learning, asking relevant questions, displaying understanding through learning artifacts , and identifying their challenges with the material.

Educator Alfred Mander said, “Thinking is skilled work. It is not true that we are naturally endowed with the ability to think clearly and logically—without learning how and without practicing.”

Visible thinking routines can be an excellent and simple way to start using systematic but flexible approaches to teaching thinking dispositions to young people at any grade level. Focusing on thinking types, powerful routines can strengthen learners’ ability to analyze, synthesize (design), and question effectively. Classroom teachers want these skills to become habits, making students the most informed stakeholder in their own learning.

Not to be confused with visible learning research by John Hattie , Visible Thinking is a research-based initiative by Harvard’s Project Zero with more than 30 routines aimed at making learning the consequence of good thinking dispositions . Students begin to comprehend content through thinking routines composed of short questions or a series of steps. During routines, their learning becomes visible because their ideas are documented, voiced, discussed with others, and reflected on.

For example, the routine See, Think, Wonder can be used to get students to analyze and interpret graphs, text, infographics, or video during the entry event of project-based learning units or daily lessons. Guiding students to have rich and lively discussions about their thoughts, interpretations, and wonderings (questions) can help teachers decide on appropriate lessons and next steps.

Another effective visible thinking routine is Connect, Extend, Challenge (CEC). Learners can use CEC to organize, clarify, and simplify complex information on graphic organizers. The graphic organizer becomes a kinesthetic activity for creating an informational artifact that students can refer to as the lesson or unit progresses.

Here are some creative but simple ways to carry out these two routines across multiple classrooms.

See, Think, Wonder

See, Think, Wonder can be leveraged as a thinking routine to launch engagement and inquiry in daily lessons by introducing an interesting object (graphic, artifact, etc.). The idea is for students to think carefully about why the object looks or is a certain way. Teachers introduce the following question prompts to guide students’ thinking:

• What do you see?
• What do you think about that?
• What does it make you wonder?

When the routine is new, sometimes young children may not know where to begin expressing themselves—this is where converting the above question prompts into sentence stems, “I see…,” “I think…,” and “I wonder…,” comes into play. For students struggling with analytical skills, it’s empowering for them to accept themselves where they currently are—learning how to analyze critically can be achieved over time and with practice. Teachers can help them build confidence with positive reinforcement .

Adapt the routine to meet the needs of your kids, which may be to have them work individually or to engage with classmates. I use it frequently—especially when introducing emotionally compelling graphics to students learning about environmental issues (e.g., the UN’s Goals for Sustainable Development) and social issues . This is useful in helping them better understand how to interpret graphs, infographics, and what’s happening in text and visuals. Furthermore, it also promotes interpretations, analysis, and questioning.

Content teachers can use See, Think, Wonder to get learners thinking critically by introducing graphics that reinforce essential academic information and follow up the routine with lessons and scaffolds to support students’ ideas and interpretations.

Connect, Extend, Challenge

CEC is a powerful visible learning routine to help students connect previous learning to new learning and identify where they are struggling in various educational concepts. Taking stock of where they are stuck in the material is as vital as articulating their connections and extensions. Again, they might struggle initially, but here’s where front-loading vocabulary and giving them time to talk through challenges can help.

A good place to introduce CEC is after students have analyzed or observed something new. This works as a natural next step to have them dig deeper with reflection and use what they learned in the analysis process to create their own synthesis of ideas. I also like to use CEC after engaging them in the See, Think, Wonder routine and at the end of a unit.

Again, learners can work individually or in small groups. Teachers can also have them move into the routine after reading an article or some form of targeted informational text where the learning is critical to moving forward (e.g., proportional relationships, measurement, unit conversion). Regardless of your approach, Project Zero suggests having learners reflect on the following question prompts:

• How is the _____ connected to something you already know?
• What new ideas or impressions do you have that extended your thinking in new directions?
• What is challenging or confusing? What do you need to improve your understanding?

I like to have learners in small groups answer a version of the question prompts in a simple three-column graphic organizer. The graphic organizer can also become a road map for prioritizing the next steps in learning for students of all ages. Here are some visual examples of how I used the activity with educators in a professional development session targeting emotional intelligence skills.

More Visible Thinking Resources

• Project Zero’s Thinking Routine Toolbox : Access to core thinking routines
• Making Thinking Visible: How to Promote Engagement, Understanding, and Independence for All Learners , by Ron Ritchhart, Mark Church, and Karin Morrison
• Creating Cultures of Thinking: The 8 Forces We Must Master to Truly Transform Our Schools , by Ron Ritchhart

Teaching how to think is just as important as teaching anything else

Lecturer in Critical Thinking, The University of Queensland

Disclosure statement

Peter Ellerton does not work for, consult, own shares in or receive funding from any company or organisation that would benefit from this article, and has disclosed no relevant affiliations beyond their academic appointment.

University of Queensland provides funding as a member of The Conversation AU.

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A new paper on teaching critical thinking skills in science has pointed out, yet again, the value of giving students experiences that go beyond simple recall or learned procedures.

It is a common lamentation that students are not taught to think, but there is usually an accompanying lack of clarity about exactly what that might mean.

There is a way of understanding this idea that is conceptually easy and delivers a sharp educational focus – a way that focuses on the explicit teaching of thinking skills through an inquiry process, and allows students to effectively evaluate their thinking.

What are thinking skills?

Let’s first understand what we might mean by thinking skills. Thinking skills, or cognitive skills, are, in large part, things you do with knowledge. Things like analysing, evaluating, synthesising, inferring, conjecturing, justifying, categorising and many other terms describe your cognitive events at a particular functional level.

Analysis, for example, involves identifying the constituent elements of something and examining their relationships with each other and to the whole. One can analyse a painting, a piece of text, a set of data or a graph.

Analysis is a widely valued cognitive skill and is not unique to any discipline context. It is a general thinking skill.

Most syllabuses from primary to tertiary level are organised by content only, with little mention of such cognitive skills. Usually, even if they are mentioned, little is said about how to teach them. The hope is they will be caught, not taught.

Rigour in course design is too often understood as equating to large amounts of recall of content and specific training in algorithms or set procedures. It is far less common, but far more valuable, to have courses in which rigour is found in the demand for high-level cognitive skill formation.

This is not to say that knowledge is not important in the curriculum. Our knowledge is hard won; we should value what we have learned for how it makes our lives more productive or meaningful.

But there is nothing mutually exclusive about developing high levels of cognitive skills with content knowledge in a discipline context. It just demands attention to these skills, using the content as an opportunity to explore them.

It is knowing how to provide students with these skill-building opportunities in context that is the mark of an outstanding teacher of effective thinking.

After all, we do not expect the scientific, cultural and political leaders of tomorrow simply to know stuff. They must also know what to do with it.

Why inquiry is necessary

These skills are not something students can learn just by hearing about them. They need to be given experiences in which they are required to do them. The cognitive skills involve a learning how , not just a learning that .

This is why it’s not possible to develop effective thinkers by relying on didactic teaching methods, in which students are seen as passive recipients of the knowledge passed down by the teacher.

Just as it’s impossible to learn how to surf without getting on a board, it’s impossible to master cognitive skills unless you experience the need to use them.

Inquiry learning provides these necessary experiential opportunities.

There are many ways in which inquiry is understood educationally, and it usually describes a very broad approach characterised by a focus on active student involvement in the learning process.

Let me provide a narrower educational definition: inquiry is a process in which students are required to utilise a range of cognitive skills to formulate and solve problems.

An example of a task that requires only a narrow range of cognitive skills might be one that gets students to apply a learned procedure to construct a piece of art or experimental apparatus. The cognitive skills involved might include recall with some simple application.

If students were asked to evaluate existing examples of the above, with a view to modifying them to suit particular purposes or situations, and to explain their processes in doing so, then the skills of conjecture, analysis, evaluation, justification and communication can come into play.

The second example is more indicative of inquiry learning as a result of its demand for deeper and broader use of cognitive skills.

Let me also add another proviso, particularly to the end of developing good thinkers: to effectively learn to inquire, students must be aware of the cognitive processes they are experiencing. That is, they must be aware of their thinking - they must be metacognitive.

Talking about thinking

To think about our thinking, we must be able to talk about our thinking.

The cognitive skills describe our thought processes and hence provide a language in which we can discuss our thinking, at least in terms of learning to think well. This also provides a language in which to give students feedback on how they are going.

To stick with the example of analysis, we might say that an analysis was quite broad, but did not go deeply enough, or that it analysed some areas in depth, but did not extend to all elements.

Students can use such feedback reflectively and internalise this advice to develop their own autonomous systems of evaluation. Metacognition is therefore a necessary condition for students to improve their thinking.

Moving our educational focus from knowledge to inquiry allows for the development of effective thinking. Inquiry requires students to build strong cognitive skills that extend beyond simple recall or application of learned procedures into genuine critical thinking.

No school could teach students all the knowledge they need to survive in a rapidly evolving society. But we could teach them how to think in a way that works for the knowledge they will learn in the future.

That’s what learning for life really means.

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Collaborative learning.

Collaborative learning is a broad strategy that can range from students working in pairs to working in groups of various sizes. The concept is based in sociocultural learning theory and constructivism and focuses on how people learn within social interactions by respecting knowledge held within the group (Ertmer & Newby, 2018; Panitz, 1999; Yang, 2023). Students can use the perspectives of other students and the shared experience of learning together to improve critical thinking skills (Kaddoura, 2013), experience deeper learning (Sembert et al., 2021), and connecting by negotiating boundaries of knowledge with peers (Yang, 2023).

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Collaborative problem solving, think-pair-share, considerations.

The purpose of collaborative learning is to allow students to:

• build knowledge within social groups through activities, 
• test out that understanding with the whole class as groups share what they have learned with each other, 
• then confirm the accuracy of their knowledge against the broader knowledge of the field by getting feedback from the instructor. (Bruffee, 1995)

Collaborative learning is not just for task division or coming to agreement, but enables students to “develop, compare, and understand multiple perspectives on an issue” (Karagiorgi & Symeou, 2011, p. 21). The classroom culture should enable groups to develop theories and refine these theories together.

Individual performance can put a lot of undo pressure on students, which is not helpful to maximize learning potential. By focusing on achieving a common goal, students are able to participate in socialization (McKeachie & Svinicki, 2006, p. 78). Students are more likely to communicate a lack of understanding to a peer than to an instructor (McKeachie & Svinicki, 2006).

In collaborative learning “group rewards (instead of individual rewards) and individual accountability (achieved by task specialization and division of labor) are critical to improving students’ achievement.” (Slavin, 1983 as referenced in Yang, 2023, p. 723)

There is distinction made in the literature between the processes of collaborative learning and cooperative learning (Bruffee, 1995; Panitz, 1999; Yang, 2023) that discusses the purpose of the interaction and distinguishes the process of learning from the product created because of working with members of a group. However, the terms have more similarities than differences. For brevity, the two terms are used interchangeably here.

Types of Collaborative Learning Activities

As previously mentioned, Collaborative Learning is a broad strategy that has a broad range of implementation strategies. Below explain some of these strategies.

Good collaborative learning tasks encourage individuals within groups to bring compelling ideas to the group to help other members of the group think about the task differently. For example, the task might be to come up with three alternative plans, pick the best, and describe the reasoning behind why the selection is preferable within the defined context. (Bruffee, 1995)

With this method the instructor provides a loosly structured problem to the student groups and the students decide how they are going to proceed in solving the problem. The following criteria must be present:

• a novel problem to be solved (i.e., as opposed to completing a routine task)
• objective accountability(i.e., the quality of the solution is visible to team members),
• differentiation of roles (i.e., team members complete different tasks), and 
• interdependency (i.e., a single person cannot solve the problem alone) (Graesser et al., 2018, p. 60)

These requirements can quite easily be met for various disciplines and skill levels.

Another well documented strategy Think-Pair-Share was developed by Dr. Frank Lyman in 1981. The strategy is to have students 1) reflect on a question or idea presented in class, 2) discuss their ideas with someone else in the class, then 3) share their own —more refined— thoughts or their peer’s thoughts with the rest of the class. In Sembert et al. (2021) Dr. Lyman provides insight into how he came up with the idea when observing a student teacher. The student teacher was having problems with the class participation with the model where only one person could talk at a time. Lyman connected the need for students to have a pause to collect their thoughts before sharing with a need for more students to be able to participate. So, he grouped the students together to share with each other before sharing their thoughts with the whole class. The Think-Pair-Share method was born.

Teaching Format Modifications

At Utah State University, courses can be taught in one of five different delivery formats, each having their own unique challenges and benefits. Below expounds on how to modify Collaborative Learning Techniques for some of those teaching formats that might not already be explicitly obvious.

Collaborative learning activities are possible in Connect and Online courses, but they require some technological mediation. For the Think-Pair-Share method, that might look something like the following:

Assign students to work with a buddy for the semester. Pairing each student with someone who is different from them can make it possible for the pair to have varying perspectives for discussion. When students work with the same partner for the duration of the course it gives them a chance to get to know each other. Allow them to pick with their partner what format of communication will work best for them (i.e. phone call, text messaging, instant messaging app, etc.). In each class period, provide at least one opportunity for students to stop and think, then connect with their buddy, then share their group perspectives with the class.

Sembert et al. (2021) used the Think-Pair-Share approach in a virtual course with live instruction via online video conferencing. Students were assigned a buddy based on their answers to a pre-course “All About Me” survey to maximize diversity, where possible. Buddies reported sharing insights with each other, asking for clarification, or getting professional support. Two of the students shared their experience in the class by noting feelings of socialization, camaraderie, and safety within the virtual environment. One of the students expressed a desire to have all his instructors use the Think-Pair-Share or buddy system.

Working in collaborative groups introduces the possibilities that students might not manage time efficiently and get off task, some students in the group may choose not participate fully or may not be able to do so for various reasons (a.k.a. “social loafing”), and lack of social skills might result in conflict or disruption to group productivity (Graesser et al., 2018, p. 62). Some structural or task ground rules and instructor coaching can help to alleviate these issues.

Collaborative inhibition is when the group that has collaborated doesn’t do as well on a recall task as a group who hasn’t worked together. Graesser et al. (2018) referenced a couple of studies (Andersson, Hitch, & Meudell, 2006; Weldon & Bellinger, 1997) which have identified this effect.

Ideas for additional collaborative learning activities can be found on the USU Teach website:

• Think-Pair-Share (Kaddoura, 2013; Sembert et al., 2021)
• Three-Step Interview (Yang, 2023)
• Case Study (Cornell University Center for Teaching Innovation, 2024)
• Team-Based Learning (Cornell University Center for Teaching Innovation, 2024)
• Jigsaw (strategy first developed by Elliot Aronson (McKeachie & Svinicki, 2006)
• Fishbowl Debate (Cornell University Center for Teaching Innovation, 2024)

Bruffee, K. A. (1995). Sharing Our Toys: Cooperative Learning Versus Collaborative Learning. Change: The Magazine of Higher Learning, 27(1), 12–18. https://doi.org/10.1080/00091383.1995.9937722

Cornell University Center for Teaching Innovation. (2024). Examples of Collaborative Learning or Group Work Activities. https://teaching.cornell.edu/resource/examples-collaborative-learning-or-group-work-activities

Ertmer, P. A., & Newby, T. (2018). Behaviorism, Cognitivism, Constructivism: Comparing Critical Features From an Instructional Design Perspective. In R. E. West (Ed.), Foundations of Learning and Instructional Design Technology (1st ed.). Available at https://edtechbooks.org/lidtfoundations

Graesser, A. C., Fiore, S. M., Greiff, S., Andrews-Todd, J., Foltz, P. W., & Hesse, F. W. (2018). Advancing the Science of Collaborative Problem Solving. Psychological Science in the Public Interest, 19(2), 59–92. https://doi.org/10.1177/1529100618808244

Kaddoura, M. (2013). Think pair share: A teaching learning strategy to enhance students’ critical thinking. Educational Research Quarterly, 36(4), 3–24.

Karagiorgi, Y., & Symeou, L. (2011). Translating Constructivism into Instructional Design: Potential and Limitations.

McKeachie, W. J., & Svinicki, M. (2006). McKeachie’s Teaching Tips: Strategies, Research, and Theory for College and University Teachers (Twelfth Edition). Houghton Mifflin Company.

Panitz, T. (1999, December). Collaborative versus Cooperative Learning. https://eric.ed.gov/?id=ED448443

Sembert, P. J., Vermette, P. J., Lyman, F., Bardsley, M. E., & Snell, C. (2021). Think-Pair-Share as a Springboard for Study Buddies in a Virtual Environment. Excelsior: Leadership in Teaching and Learning, 14(1). https://doi.org/10.14305/jn.19440413.2021.14.1.04

Yang, X. (2023). A Historical Review of Collaborative Learning and Cooperative Learning. TechTrends, 67(4), 718–728. https://doi.org/10.1007/s11528-022-00823-9

Keeping it Human: Four Things Every Teacher Should Consider When Using Technology

1. Promote Digital Literacies

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The Pros and Cons of AI in Special Education

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Special education teachers fill out mountains of paperwork, customize lessons for students with a wide range of learning differences, and attend hours of bureaucratic meetings.

It’s easy to see why it would be tempting to outsource parts of that job to a robot.

While there may never be a special educator version of “Star Wars”’ protocol droid C-3PO, generative artificial tools—including ChatGPT and others developed with the large language models created by its founder, Open AI—can help special education teachers perform parts of their job more efficiently, allowing them to spend more time with their students, experts and educators say.

But those shortcuts come with plenty of cautions, they add.

Teachers need to review artificial intelligence’s suggestions carefully to ensure that they are right for specific students. Student data—including diagnoses of learning differences or cognitive disorders—need to be kept private.

Even special educators who have embraced the technology urge to proceed with care.

“I’m concerned about how AI is being presented right now to educators, that it’s this magical tool,” said Julie Tarasi, who teaches special education at Lakeview Middle School in the Park Hill school district near Kansas City, Mo. She recently completed a course in AI sponsored by the International Society for Technology in Education. “And I don’t think that the AI literacy aspect of it is necessarily being [shared] to the magnitude that it should be with teachers.”

Park Hill is cautiously experimenting with AI’s potential as a paperwork partner for educators and an assistive technology for some students in special education.

The district is on the vanguard. Only about 1 in 6 principals and district leaders—16 percent—said their schools or districts were piloting AI tools or using them in a limited manner with students in special education, according to a nationally representative EdWeek Research Center survey conducted in March and April.

AI tools may work best for teachers who already have a deep understanding of what works for students in special education, and of the tech itself, said Amanda Morin, a member of the advisory board for the learner-variability project at Digital Promise, a nonprofit organization that works on equity and technology issues in schools.

“If you feel really confident in your special education knowledge and experience and you have explored AI [in depth], I think those two can combine in a way that can really accelerate the way you serve students,” Morin said.

But “if you are a novice at either, it’s not going to serve your students well because you don’t know what you don’t know yet,” she added. “You may not even know if the tool is giving you a good answer.”

Here are some of the areas where Park Hill educators and other school and district leaders see AI’s promise for special education—and what caveats to look out for:

Promise: Reducing the paperwork burden.

Some special education teachers spend as many as eight hours a week writing student-behavior plans, progress reports, and other documentation.

“Inevitably, we’re gonna get stuck, we’re gonna struggle to word things,” Tarasi said. AI can be great for busting through writer’s block or finding a clearer, more objective way to describe a student’s behavior, she said.

What’s more, tools such as Magic School—an AI platform created for K-12 education—can help special education teachers craft the student learning goals that must be included in an individualized education program, or IEP.

“I can say ‘I need a reading goal to teach vowels and consonants to a student,’ and it will generate a goal,” said Tara Bachmann, Park Hill’s assistive-technology facilitator. “You can put the criteria you want in, but it makes it measurable, then my teachers can go in and insert the specifics about the student” without involving AI, Bachmann said.

These workarounds can cut the process of writing an IEP by up to 30 minutes, Bachmann said—giving teachers more time with students.

AI can also come to the rescue when a teacher needs to craft a polite, professional email to a parent after a stress-inducing encounter with their child.

Some Park Hill special education teachers use “Goblin,” a free tool aimed at helping neurodivergent people organize tasks, to take the “spice” out of those messages, Tarasi said.

A teacher could write “the most emotionally charged email. Then you hit a button called ‘formalize.’ And it makes it like incredibly professional,” Bachmann said. “Our teachers like it because they have a way to release the emotion but still communicate the message to the families.”

Caveat: Don’t share personally identifiable student information. Don’t blindly embrace AI’s suggestions.

Teachers must be extremely careful about privacy issues when using AI tools to write documents—from IEPs to emails—that contain sensitive student information, Tarasi said.

“If you wouldn’t put it on a billboard outside of the school, you should not be putting it into any sort of AI,” Tarasi said. “There’s no sense of guaranteed privacy.”

Tarasi advises her colleagues to “absolutely not put in names” when using generative AI to craft documents, she said. While including students’ approximate grade level may be OK in certain circumstances, inputting their exact age or mentioning a unique diagnosis is a no-no.

To be sure, if the information teachers put into AI is too vague, educators might not get accurate suggestions for their reports. That requires a balance.

“You need to be specific without being, without being pinpoint,” Tarasi said.

Caveat: AI works best for teachers who already understand special education

Another caution: Although AI tools can help teachers craft a report or customize a general education lesson for students in special education, teachers need to already have a deep understanding of their students to know whether to adopt its recommendations.

Relying solely on AI tools for lesson planning or writing reports “takes the individualized out of individualized education,” Morin said. “Because what [the technology] is doing is spitting out things that come up a lot” as opposed to carefully considering what’s best for a specific student, like a good teacher can.

Educators can tweak their prompts—the questions they ask AI—to get better, more specific advice, she added.

“A seasoned special educator would be able to say ‘So I have a student with ADHD, and they’re fidgety’ and get more individualized recommendations,” Morin said.

Promise: Making lessons more accessible.

Ensuring students in special education master the same course content as their peers can require teachers to spend hours simplifying the language of a text to an appropriate reading level.

Generative AI tools can accomplish that same task—often called “leveling a text"—in just minutes, said Josh Clark, the leader of the Landmark School , a private school in Massachusetts serving children with dyslexia and other language-based learning differences.

“If you have a class of 30 kids in 9th grade, and they’re all reading about photosynthesis, then for one particular child, you can customize [the] reading level without calling them out and without anybody else knowing and without you, the teacher, spending hours,” Clark said. “I think that’s a super powerful way of allowing kids to access information they may not be able to otherwise.”

Similarly, in Park Hill, Bachmann has used Canva—a design tool with a version specifically geared toward K-12 schools and therefore age-appropriate for many students—to help a student with cerebral palsy create the same kind of black-and-white art his classmates were making.

Kristen Ponce, the district’s speech and language pathologist, has used Canva to provide visuals for students in special education as they work to be more specific in their communication.

Case-in-point: One of Ponce’s students loves to learn about animals, but he has a very clear idea of what he’s looking for, she said. If the student just says “bear,” Canva will pull up a picture of, for instance, a brown grizzly. But the student may have been thinking of a polar bear.

That gives Ponce the opportunity to tell him, “We need to use more words to explain what you’re trying to say here,” she said. “We were able to move from ‘bear’ to ‘white bear on ice.’”

Caveat: It’s not always appropriate to use AI as an accessibility tool.

Not every AI tool can be used with every student. For instance, there are age restrictions for tools like ChatGPT, which isn’t for children under 13 or those under 18 without parent permission, Bachmann said. (ChatGPT does not independently verify a user’s age.)

“I caution my staff about introducing it to children who are too young and remembering that and that we try to focus on what therapists and teachers can do collectively to make life easier for [students],” she said.

“Accessibility is great,” she said. But when a teacher is thinking about “unleashing a child freely on AI, there is caution to it.”

Promise: Using AI tools to help students in special education communicate.

Park Hill is just beginning to use AI tools to help students in special education express their ideas.

One recent example: A student with a traumatic brain injury that affected her language abilities made thank you cards for several of her teachers using Canva.

“She was able to generate personal messages to people like the school nurses,” Bachmann said. “To her physical therapist who has taken her to all kinds of events outside in the community. She said, ‘You are my favorite therapist.’ She got very personal.”

There may be similar opportunities for AI to help students in special education write more effectively.

Some students with learning and thinking differences have trouble organizing their thoughts or getting their point across.

“When we ask a child to write, we’re actually asking them to do a whole lot of tasks at once,” Clark said. Aspects of writing that might seem relatively simple to a traditional learner—word retrieval, grammar, punctuation, spelling—can be a real roadblock for some students in special education, he said.

“It’s a huge distraction,” Clark said. The student may “have great ideas, but they have difficulty coming through.”

Caveat: Students may miss out on the critical-thinking skills writing builds.

Having students with language-processing differences use AI tools to better express themselves holds potential, but if it is not done carefully, students may miss developing key skills, said Digital Promise’s Morin.

AI “can be a really positive adaptive tool, but I think you have to be really structured about how you’re doing it,” she said.

ChatGPT or a similar tool may be able to help a student with dyslexia or a similar learning difference “create better writing, which I think is different than writing better,” Morin said.

Since it’s likely that students will be able to use those tools in the professional world, it makes sense that they begin using them in school, she said.

But the tools available now may not adequately explain the rationale behind the changes they make to a student’s work or help students express themselves more clearly in the future.

“The process is just as important as the outcome, especially with kids who learn differently, right?” Morin said. “Your process matters.”

Clark agreed on the need for moving cautiously. His own school is trying what he described as “isolated experiments” in using AI to help students with language-processing differences express themselves better.

The school is concentrating, for now, on older students preparing to enter college. Presumably, many will be able to use AI to complete some postsecondary assignments. “How do we make sure it’s an equal playing field?” Clark said.

A version of this article appeared in the May 22, 2024 edition of Education Week as The Pros and Cons of AI in Special Education

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Explained: Importance of critical thinking, problem-solving skills in curriculum

F uture careers are no longer about domain expertise or technical skills. Rather, critical thinking and problem-solving skills in employees are on the wish list of every big organization today. Even curriculums and pedagogies across the globe and within India are now requiring skilled workers who are able to think critically and are analytical.

The reason for this shift in perspective is very simple.

These skills provide a staunch foundation for comprehensive learning that extends beyond books or the four walls of the classroom. In a nutshell, critical thinking and problem-solving skills are a part of '21st Century Skills' that can help unlock valuable learning for life.

Over the years, the education system has been moving away from the system of rote and other conventional teaching and learning parameters.

They are aligning their curriculums to the changing scenario which is becoming more tech-driven and demands a fusion of critical skills, life skills, values, and domain expertise. There's no set formula for success.

Rather, there's a defined need for humans to be more creative, innovative, adaptive, agile, risk-taking, and have a problem-solving mindset.

In today's scenario, critical thinking and problem-solving skills have become more important because they open the human mind to multiple possibilities, solutions, and a mindset that is interdisciplinary in nature.

Therefore, many schools and educational institutions are deploying AI and immersive learning experiences via gaming, and AR-VR technologies to give a more realistic and hands-on learning experience to their students that hone these abilities and help them overcome any doubt or fear.

ADVANTAGES OF CRITICAL THINKING AND PROBLEM-SOLVING IN CURRICULUM

Ability to relate to the real world:  Instead of theoretical knowledge, critical thinking, and problem-solving skills encourage students to look at their immediate and extended environment through a spirit of questioning, curiosity, and learning. When the curriculum presents students with real-world problems, the learning is immense.

Confidence, agility & collaboration : Critical thinking and problem-solving skills boost self-belief and confidence as students examine, re-examine, and sometimes fail or succeed while attempting to do something.

They are able to understand where they may have gone wrong, attempt new approaches, ask their peers for feedback and even seek their opinion, work together as a team, and learn to face any challenge by responding to it.

Willingness to try new things: When problem-solving skills and critical thinking are encouraged by teachers, they set a robust foundation for young learners to experiment, think out of the box, and be more innovative and creative besides looking for new ways to upskill.

It's important to understand that merely introducing these skills into the curriculum is not enough. Schools and educational institutions must have upskilling workshops and conduct special training for teachers so as to ensure that they are skilled and familiarized with new teaching and learning techniques and new-age concepts that can be used in the classrooms via assignments and projects.

Critical thinking and problem-solving skills are two of the most sought-after skills. Hence, schools should emphasise the upskilling of students as a part of the academic curriculum.

The article is authored by Dr Tassos Anastasiades, Principal- IB, Genesis Global School, Noida. 

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Critical Thinking: A Simple Guide and Why It’s Important

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Critical Thinking: A Simple Guide and Why It’s Important was originally published on Ivy Exec .

Strong critical thinking skills are crucial for career success, regardless of educational background. It embodies the ability to engage in astute and effective decision-making, lending invaluable dimensions to professional growth.

At its essence, critical thinking is the ability to analyze, evaluate, and synthesize information in a logical and reasoned manner. It’s not merely about accumulating knowledge but harnessing it effectively to make informed decisions and solve complex problems. In the dynamic landscape of modern careers, honing this skill is paramount.

The Impact of Critical Thinking on Your Career

☑ problem-solving mastery.

Visualize critical thinking as the Sherlock Holmes of your career journey. It facilitates swift problem resolution akin to a detective unraveling a mystery. By methodically analyzing situations and deconstructing complexities, critical thinkers emerge as adept problem solvers, rendering them invaluable assets in the workplace.

☑ Refined Decision-Making

Navigating dilemmas in your career path resembles traversing uncertain terrain. Critical thinking acts as a dependable GPS, steering you toward informed decisions. It involves weighing options, evaluating potential outcomes, and confidently choosing the most favorable path forward.

☑ Enhanced Teamwork Dynamics

Within collaborative settings, critical thinkers stand out as proactive contributors. They engage in scrutinizing ideas, proposing enhancements, and fostering meaningful contributions. Consequently, the team evolves into a dynamic hub of ideas, with the critical thinker recognized as the architect behind its success.

☑ Communication Prowess

Effective communication is the cornerstone of professional interactions. Critical thinking enriches communication skills, enabling the clear and logical articulation of ideas. Whether in emails, presentations, or casual conversations, individuals adept in critical thinking exude clarity, earning appreciation for their ability to convey thoughts seamlessly.

☑ Adaptability and Resilience

Perceptive individuals adept in critical thinking display resilience in the face of unforeseen challenges. Instead of succumbing to panic, they assess situations, recalibrate their approaches, and persist in moving forward despite adversity.

☑ Fostering Innovation

Innovation is the lifeblood of progressive organizations, and critical thinking serves as its catalyst. Proficient critical thinkers possess the ability to identify overlooked opportunities, propose inventive solutions, and streamline processes, thereby positioning their organizations at the forefront of innovation.

☑ Confidence Amplification

Critical thinkers exude confidence derived from honing their analytical skills. This self-assurance radiates during job interviews, presentations, and daily interactions, catching the attention of superiors and propelling career advancement.

So, how can one cultivate and harness this invaluable skill?

✅ developing curiosity and inquisitiveness:.

Embrace a curious mindset by questioning the status quo and exploring topics beyond your immediate scope. Cultivate an inquisitive approach to everyday situations. Encourage a habit of asking “why” and “how” to deepen understanding. Curiosity fuels the desire to seek information and alternative perspectives.

✅ Practice Reflection and Self-Awareness:

Engage in reflective thinking by assessing your thoughts, actions, and decisions. Regularly introspect to understand your biases, assumptions, and cognitive processes. Cultivate self-awareness to recognize personal prejudices or cognitive biases that might influence your thinking. This allows for a more objective analysis of situations.

✅ Strengthening Analytical Skills:

Practice breaking down complex problems into manageable components. Analyze each part systematically to understand the whole picture. Develop skills in data analysis, statistics, and logical reasoning. This includes understanding correlation versus causation, interpreting graphs, and evaluating statistical significance.

✅ Engaging in Active Listening and Observation:

Actively listen to diverse viewpoints without immediately forming judgments. Allow others to express their ideas fully before responding. Observe situations attentively, noticing details that others might overlook. This habit enhances your ability to analyze problems more comprehensively.

✅ Encouraging Intellectual Humility and Open-Mindedness:

Foster intellectual humility by acknowledging that you don’t know everything. Be open to learning from others, regardless of their position or expertise. Cultivate open-mindedness by actively seeking out perspectives different from your own. Engage in discussions with people holding diverse opinions to broaden your understanding.

✅ Practicing Problem-Solving and Decision-Making:

Engage in regular problem-solving exercises that challenge you to think creatively and analytically. This can include puzzles, riddles, or real-world scenarios. When making decisions, consciously evaluate available information, consider various alternatives, and anticipate potential outcomes before reaching a conclusion.

✅ Continuous Learning and Exposure to Varied Content:

Read extensively across diverse subjects and formats, exposing yourself to different viewpoints, cultures, and ways of thinking. Engage in courses, workshops, or seminars that stimulate critical thinking skills. Seek out opportunities for learning that challenge your existing beliefs.

✅ Engage in Constructive Disagreement and Debate:

Encourage healthy debates and discussions where differing opinions are respectfully debated.

This practice fosters the ability to defend your viewpoints logically while also being open to changing your perspective based on valid arguments. Embrace disagreement as an opportunity to learn rather than a conflict to win. Engaging in constructive debate sharpens your ability to evaluate and counter-arguments effectively.

✅ Utilize Problem-Based Learning and Real-World Applications:

Engage in problem-based learning activities that simulate real-world challenges. Work on projects or scenarios that require critical thinking skills to develop practical problem-solving approaches. Apply critical thinking in real-life situations whenever possible.

This could involve analyzing news articles, evaluating product reviews, or dissecting marketing strategies to understand their underlying rationale.

In conclusion, critical thinking is the linchpin of a successful career journey. It empowers individuals to navigate complexities, make informed decisions, and innovate in their respective domains. Embracing and honing this skill isn’t just an advantage; it’s a necessity in a world where adaptability and sound judgment reign supreme.

So, as you traverse your career path, remember that the ability to think critically is not just an asset but the differentiator that propels you toward excellence.