5.2 Higher-order Thinking Skills — The AI-Enhanced Classroom: Redefining Teaching and Learning

Guiding Questions:

What are higher-order thinking skills?
What are evaluative and synthetic reasoning?
How can the Toulmin model of argumentation help students learn reasoning skills?
How can teachers promote higher-order thinking in their students?

Building upon our exploration of open-ended assignments, in this lesson, we'll delve into the development of higher-order thinking skills in students. We'll take a closer look at evaluative and synthetic reasoning, along with the Toulmin Model of Argumentation. This lesson, like the previous one, is designed to assist you in cultivating the knowledge and competencies students will need in an AI-influenced world. It is important to remember that in an increasingly AI-dominated world, these sophisticated cognitive abilities become not just useful, but essential for students to differentiate themselves and to actively and critically engage with the world.

What are higher-order thinking skills?

Bloom's Taxonomy, a widely-used educational framework, outlines six levels of learning objectives: remember, understand, apply, analyze, evaluate, and create. The initial three stages—remembering, understanding, and applying—are considered lower-order thinking skills as they involve the direct use of acquired knowledge. However, the latter three—analyzing, evaluating, and creating—are deemed higher-order thinking skills. These skills go beyond mere rote learning or reproduction of knowledge. Instead, they demand students to dissect and reassemble concepts, construct well-grounded judgments, and generate novel, original work.

Take, for instance, a history lesson on World War II. Lower-order thinking skills would involve recalling key events, understanding the reasons behind the war, and applying this knowledge to identify the primary parties involved. Higher-order thinking skills, on the other hand, would involve analyzing the consequences of the war, evaluating the decisions made by different countries, and creating a hypothetical scenario on what could have happened if a particular event had unfolded differently.

Evaluative Reasoning vs. Synthetic Reasoning

As we dive deeper into higher-order thinking skills, two key types are evaluative reasoning and synthetic reasoning:

Evaluative Reasoning: This skill involves the assessment of the quality, credibility, and relevance of information, arguments, or ideas. Students using evaluative reasoning can discern the strengths and weaknesses of a given argument or concept, leading to more informed decisions and enhanced problem-solving abilities. For example, in a science class, students could evaluate different scientific theories or models, considering the evidence for each and determining which is the most convincing.
Synthetic Reasoning: Synthetic reasoning requires students to meld disparate pieces of information, ideas, or arguments to create a new understanding or perspective. It's the foundation of innovation, creativity, and developing original solutions to complex problems. For instance, in a literature class, students could combine themes from different works of literature to craft a new narrative or perspective.

Here are two examples that show how evaluative and synthetic reasoning can be taught in different subject areas:

Subject: History
- Evaluative Reasoning: Students could be asked to evaluate different arguments about the causes of World War II. For instance, they might compare arguments that emphasize the role of the Treaty of Versailles with those that stress the impact of economic factors or the ambitions of specific leaders. Evaluative reasoning would involve assessing the quality of evidence presented, the logical consistency of the arguments, and their overall persuasiveness.
-  Synthetic Reasoning: In a synthetic reasoning task, students might be asked to combine different arguments to form a holistic understanding of the causes of World War II. They could take the various perspectives they have evaluated and weave them together to construct a multifaceted narrative that acknowledges the complex, interwoven causes of the conflict.
Subject: Science
- Evaluative Reasoning: Students could evaluate different conservation strategies used to protect biodiversity in ecosystems. They could consider the strengths and weaknesses of each strategy, its effectiveness in different contexts, and the quality of evidence supporting its use. For example, they might evaluate arguments for strategies like the establishment of protected areas, legislation to regulate hunting and trade, or programs to reintroduce endangered species into the wild.
-  Synthetic Reasoning: For a synthetic reasoning task, students could be asked to design a conservation plan for a specific ecosystem. They would need to synthesize information about the ecosystem's unique features, the threats it faces, and the pros and cons of different conservation strategies to come up with a comprehensive, tailored approach to conserving its biodiversity.

Toulmin Model of Argumentation

The Toulmin Model of Argumentation is a powerful tool for teaching students how to construct and analyze arguments effectively. As AI increasingly masters human-like text generation, the skill to create and discern cogent arguments becomes ever more crucial. Developed by philosopher Stephen Toulmin, this model consists of six components:

Claim: An assertion or statement that the arguer seeks to substantiate or validate.
Grounds: The evidence or facts buttressing the claim.
Warrant: The logical linkage between the grounds and the claim, explicating why the evidence upholds the assertion.
Backing: Supplementary information or reasoning that fortifies the warrant.
Qualifier: A word or phrase denoting the extent of certainty or the ambit of the claim.
Rebuttal: Counterarguments or objections that contest the claim, warrant, or grounds.

Here are two examples of how you can implement the Toulmin Model of Argumentation in you lesson plans across different subjects:

Subject: Environmental Science In this lesson, students could be asked to construct an argument about the impact of human activities on climate change using the Toulmin Model. They should identify their claim (e.g., "Human activities are significantly contributing to climate change"), gather grounds to support it (research data, scientific reports), articulate a warrant (why the evidence supports the claim), provide backing for the warrant (additional reasoning or evidence), add a qualifier (degree of certainty or scope), and anticipate potential rebuttals (counterarguments that may dispute their claim or grounds). This activity encourages students to delve into scientific research and engage in critical thinking about a real-world issue.
Subject: Language Arts For a lesson focused on literary analysis, students could use the Toulmin Model to form an argument about a character's motivations in a novel or play. Their claim could be something like, "Character X's actions are driven by their quest for freedom." The grounds could involve specific events or dialogue from the text, the warrant would explain why those pieces of evidence suggest a desire for freedom, the backing might bring in additional context or external research, the qualifier could express the degree of certainty or specify under which circumstances the claim holds, and the rebuttal would anticipate other potential interpretations of the character's motivations. This activity helps students think deeply about literary texts and articulate their interpretations in a structured way.

Teaching the Toulmin Model of Argumentation can greatly enhance students' evaluative and synthetic reasoning skills, equipping them with the ability to formulate more compelling arguments and critically assess others' arguments. This is a key skill in developing AI literacy that students will need in a world where AI can generate human-like writing.

Promoting Higher-Order Thinking Skills in the Classroom

To enhance higher-order thinking skills in your students, consider these strategies:

Encourage Questioning: Promote a culture of intellectual curiosity by posing open-ended questions that prompt students to analyze, evaluate, or create. In a geography class, you might ask students to evaluate the impact of climate change on different regions or to propose solutions to these challenges.
Use Real-World Scenarios: Incorporate real-world situations and problems into your lessons to encourage students to apply their knowledge and skills in meaningful contexts. For example, in a civics class, students could analyze a current political issue and propose policy solutions.
Model Critical Thinking: Demonstrate your own higher-order thinking skills during class discussions to provide students with a live model of how to analyze and evaluate ideas.
Teach Argumentation Skills: Utilize the Toulmin Model of Argumentation as a teaching tool to help students construct and dissect arguments effectively. This could be especially helpful in a philosophy or debate class.
Assess Higher-Order Thinking Skills: Design assessments that require students to demonstrate their higher-order thinking skills, such as through written essays, debates, or problem-solving tasks.

Conclusion

Navigating the twists and turns of a world heavily influenced by AI might feel like a daunting task for our students. The critical ingredient that will help them thrive is the ability to think on a higher level - to analyze, evaluate, and create.

When we talk about deeper learning, we're talking about more than just remembering facts or understanding a concept. We're encouraging students to delve beneath the surface, to question, to challenge, and to make connections. We want our students to think critically and solve complex problems, and higher-order thinking skills can help them do just that.

As AI takes over more routine tasks, employers are going to be looking for people who can think creatively, solve problems, and analyze situations. These skills don't come from rote learning. They come from engaging with material on a deeper level, from wrestling with concepts, and making sense of them.

In academia too, higher-order thinking skills are going to be a major game-changer. They can be the difference between simply learning what others have discovered and making your own discoveries, contributing original ideas and advancing knowledge in your field.

And let's not forget about the importance of these skills in everyday life. We all need to be able to critically assess information, make informed decisions, and understand different perspectives. Whether it's voting in an election, choosing a career path, or understanding a news article, higher-order thinking skills are key.

The reality is, in our classrooms, we're not just teaching subject matter. We're equipping our students with tools they need to face a future where AI is a part of their daily lives, whether in their jobs, their studies, or in making sense of the world around them.

Key Takeaways:

Higher-order thinking skills involve analyzing, evaluating, and creating.
Higher order thinking skills include evaluative and synthetic reasoning.
The Toulmin model of argumentation is one way of teaching students reasoning skills and the components of sound arguments.
Some ways that you can promote higher-order thinking in your class are encouraging questions, using real-world scenarios, and modeling critical thinking.