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Developing metacognitive knowledge for effective AI-supported study behaviors in undergraduate biology:
Vidya Adlakha1, Madeline Arledge1, Patrick McCay1
1Department of Biology, University of Mississippi, University, Mississippi, USA.
Journal of Microbiology & Biology Education
|April 30, 2026
Summary
College students use generative artificial intelligence (AI) for studying, but lack guidance on effective AI-supported study behaviors. This research offers recommendations to improve AI use and enhance academic performance in introductory biology courses.
Area of Science:
- Educational Psychology
- Higher Education Studies
- Biology Education
Background:
- Effective study behaviors are crucial for academic success and persistence.
- College students are increasingly using generative artificial intelligence (AI) tools for course preparation.
- There's a gap in recommendations for developing metacognitive knowledge of AI-supported study behaviors, particularly in introductory biology.
Purpose of the Study:
- To explore how students utilize generative AI for learning in introductory biology.
- To identify how incomplete metacognitive knowledge of AI use can lead to ineffective study strategies.
- To provide recommendations for instructors to foster effective AI-supported study behaviors in undergraduate biology courses.
Main Methods:
- Literature review on study strategies, metacognition, and AI in higher education.
- Analysis of current student AI usage patterns in academic settings.
- Synthesis of findings to develop pedagogical recommendations.
Main Results:
- Students possess some metacognitive awareness of AI as a study tool.
- Incomplete understanding of AI capabilities can result in reliance on ineffective learning strategies.
- A need exists for structured guidance on leveraging AI for enhanced academic performance.
Conclusions:
- Developing metacognitive knowledge of AI is vital for students' academic success.
- Instructors can play a key role in guiding students toward effective AI-supported study behaviors.
- Promoting effective AI use is essential as it becomes a standard in higher education.
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