Proceeding of The International Conference on Economics, Accounting, and Taxation
Vol. 3 No. 1 (2026): Proceeding of the International Conference on Economics, Accounting, and Taxati

Optimizing Student Collaborative Learning through Artificial Intelligence Integration: An Innovative Approach

Jusra Tampubolon (Unknown)
Darwin Li (Unknown)
Yusuf Ronny Edward (Unknown)



Article Info

Publish Date
14 May 2026

Abstract

This study examines the role of Artificial Intelligence (AI) in enhancing student collaborative learning, with a particular emphasis on AI-driven feedback mechanisms and patterns of student interaction in developing effective collaborative skills. Unlike prior studies, this research highlights the mediating effect of AI-driven feedback on teamwork efficiency and overall learning outcomes in collaborative environments. An explanatory quantitative approach was applied using Partial Least Squares Structural Equation Modeling (PLS-SEM) to ensure robust data analysis. Data were collected from 112 university students who were actively engaged in AI-assisted collaborative learning activities, using a structured online survey instrument. The data were subsequently analyzed using SmartPLS software. The results reveal that AI significantly enhances student interaction (β = 0.534, p < 0.000) and improves problem-solving feedback (β = 0.620, p < 0.000), both of which contribute to significantly strengthening collaborative skills (β = 0.716, p < 0.000). However, the findings also indicate that AI alone does not directly improve collaboration without the support of structured pedagogical design and guidance. Therefore, universities should strategically integrate AI-driven feedback into Learning Management Systems (LMS) and strengthen digital literacy initiatives to optimize the effectiveness and sustainability of AI in collaborative learning contexts.

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Journal Info

Abbrev

ICEAT

Publisher

Subject

Description

Proceeding of the International Conference on Economics, Accounting, and Taxation, Its a collection of scientific papers or articles that have been presented at the National Research Conference which is held regularly every year by the Indonesian Economic and Accounting Research Association.The ...