Open Access Journal of Data Science and Artificial Intelligence (OAJDA)

ISSN: 2996-671X

Upcoming Article

The Impact of Artificial Intelligence-Driven Role-Playing Chatbots on Pre-Service Teachers’ Classroom Management Self-Efficacy Beliefs

Abstract

This study explored the potential of artificial intelligence (AI) role-playing chatbots to enhance classroom management competency development among pre-service teachers. Through a pre-post mixed-methods survey design, data was collected to examine changes in pre-service teachers’ classroom management self-efficacy beliefs, comfort using AI technology, and perceived benefits and challenges of the AI chatbot intervention. Findings yielded changes on multiple self-efficacy beliefs, with statistically significant results in beliefs associated with managing students with disruptive or defiant behavior, as well as comfort with AI after the chatbot role-play. Overall, results indicated a positive and satisfactory user experience with the AI chatbot. Implications of integrating AI chatbots into teacher education programs are discussed.

Note: This article has been accepted for publication in the next issue.  A peer‑reviewed version will be posted soon.
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