LibGuides: ABA670 ABA Capstone Project: Module 3

Module 3 Required Resources

Textbook

Study Like a Champ: The Psychology-Based Guide to “Grade A” Study Habits (APA LifeTools Series)

Gurung, R. A. R., & Dunlosky, J. (2023). Study Like a Champ: The Psychology-Based Guide to “Grade A" Study Habits. American Psychological Association.

Chapter 6: Specialty Strategies for Problem-Solving Courses: Interleaved Practice, Self-Explanation, and Worked Examples
Chapter 9: The A (effect), B (behaviors), and C (Cognitions) of Champions

Personalized Learning in Virtual Learning Environments Using Students’ Behavior Analysis
Nazempour, R. & Darabi, H. (2023). Personalized Learning in Virtual Learning Environments Using Students’ Behavior Analysis. Mechanical and Industrial Enginerring, 13(5), 457.
This paper explores personalized e-learning by tailoring learning resources in virtual environments based on students' learning styles, aiming to improve academic performance. It utilizes students' interactions with the learning management system to analyze behaviors and applies the Felder–Silverman Learning Style Model to categorize these interactions. Machine learning models are then trained to predict academic performance based on learning styles and demographic data, identifying effective strategies to enhance pass rates. Statistical analysis confirms that aligning learning style features with personalized approaches correlates with improved grades, suggesting practical strategies for ongoing academic improvement.