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Evaluating the Effects of Assignment Report Usage on Student Outcomes in an Intelligent Tutoring System: A Randomized-Encouragement Design
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Wen Chiang Lim; Neil T. Heffernan; Adam Sales – Grantee Submission, 2025
As online learning platforms become more popular and deeply integrated into education, understanding their effectiveness and what drives that effectiveness becomes increasingly important. While there is extensive prior research illustrating the benefits of intelligent tutoring systems (ITS) for student learning, there is comparatively less focus…
Descriptors: Intelligent Tutoring Systems, Computer Uses in Education, Prompting, Reports
Effect of Gamification on Gamers: Evaluating Interventions for Students Who Game the System
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Kirk P. Vanacore; Ashish Gurung; Adam C. Sales; Neil T. Heffernan – Grantee Submission, 2024
Gaming the system is a persistent problem in Computer-Based Learning Platforms. While substantial progress has been made in identifying and understanding such behaviors, effective interventions scarce. This study uses a method of causal moderation known as Fully Latent Principal Stratification to explore the impact of two types of interventions --…
Descriptors: Gamification, Student Behavior, Computer Uses in Education, Intervention
Effect of Gamification on Gamers: Evaluating Interventions for Students Who Game the System
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Kirk P. Vanacore; Ashish Gurung; Adam C. Sales; Neil T. Heffernan – Journal of Educational Data Mining, 2024
Gaming the system is a persistent problem in Computer-Based Learning Platforms. While substantial progress has been made in identifying and understanding such behaviors, effective interventions remain scarce. This study uses a method of causal moderation known as Fully Latent Principal Stratification to explore the impact of two types of…
Descriptors: Gamification, Student Behavior, Computer Uses in Education, Intervention