Banning AI does not fix student disengagement, researchers argue

Students use AI to skip work when assignments feel pointless. Two professors found that redesigning tasks around real-world relevance-not banning tools-reduced shortcuts and improved engagement.

Categorized in: AI News Education
Published on: Jun 09, 2026
Banning AI does not fix student disengagement, researchers argue

Stop Banning AI. Start Making Learning Matter

Students turn to artificial intelligence as a shortcut when assignments feel pointless. Educators who respond by blocking AI access miss the actual problem.

The real issue isn't technology overuse-it's disengagement. When a task seems lengthy or disconnected from anything students care about, they naturally seek the fastest path to completion. Banning the tool doesn't address why they wanted to skip the work in the first place.

Redesigning assignments for relevance works better than policing technology. Two faculty members at Tecnológico de Monterrey found that learning activities connecting concepts to real-world contexts, sparking genuine curiosity, and requiring structured reflection significantly improved both engagement and understanding.

Making Biology Personal

In a general education biology course, an assignment called "food inspectors" asks students to investigate the ingredients in two of their favorite snacks. They photograph the labels, research an unfamiliar ingredient, and analyze how it affects their gut microbiota.

The critical step comes next. Instructors ask three reflection questions: What did you learn? How does this relate to your eating habits? What will you do differently now?

One student discovered that tracking ingredients helped her manage her central hypothyroidism. The activity moved theory from the textbook into her daily health decisions. She learned something that mattered to her life.

AI as a Tool, Not a Crutch

In a business course, students design a marketing campaign in 40 minutes. They define a strategy, identify their target audience, and select marketing channels. Then they use professional AI tools-Leonardo, MidJourney, DALL-E, Canva-to generate billboard concepts.

The time constraint forces thinking. Students can't procrastinate on design work because they're working live in class. The AI tools handle execution while students focus on strategy. Feedback shows they feel better prepared to use these tools after graduation, and they value the efficiency without letting the technology do their thinking.

By requiring students to use AI in a structured, supervised context, instructors ensure the tools complement creativity rather than replace it.

How to Design Assignments That Work

Start with the familiar. Use everyday objects-grocery items, news headlines, apps-as case studies. Theory becomes concrete when students see it in their own lives.

Mirror workplace tools. If students will use certain software after graduation, teach them with it. This builds both competence and confidence.

Adapt existing scenarios. Databases like the National Center for Case Study Teaching in Science offer thousands of peer-reviewed scenarios you can customize for your course instead of building from scratch.

Use AI for design, not delivery. Ask generative AI to brainstorm real-world scenarios or adapt existing ones for your students' needs. You save hours while providing fresh material for discussion.

Always include reflection. End with a question that makes students ask themselves why this matters to them. This step consolidates learning and prevents surface-level engagement.

When you demonstrate real-world relevance-whether showing how food affects health or equipping students with tools they'll actually use-you remove the incentive to cut corners. Students engage because the work matters. AI for Education works best when it's part of a course designed to keep students invested in their own learning.


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