Education: Jurnal Sosial Humaniora dan Pendidikan
Vol. 5 No. 3 (2025): November: Jurnal Sosial Humaniora dan Pendidikan

Peran AI-Generated Feedback dalam Meningkatkan Self-Regulated Learning Mahasiswa

Nurmalia, Mella (Unknown)
Arifin, Muhamat (Unknown)
Hidayah, Rina Shofi (Unknown)



Article Info

Publish Date
30 Nov 2025

Abstract

The integration of Artificial Intelligence (AI) into higher education has opened new opportunities to enhance Self-Regulated Learning (SRL) through AI-generated feedback. This study investigates the effectiveness of automated, real-time feedback in supporting students’ metacognitive processes of planning, monitoring, and reflection. Using a quasi-experimental mixed-method design, 124 undergraduate students were divided into experimental and control groups, with only the experimental group receiving AI-generated feedback through a university Learning management system. Data were collected via pre- and post-tests using the adapted Indonesian version of the MSLQ questionnaire, system log analytics, and semi-structured interviews. The results revealed a significant increase in SRL scores for the experimental group (average improvement of 0.67 points, p < 0.01, Cohen’s d = 0.62) and higher weekly engagement (rising from 65 to 91) compared to the control group. The AI feedback system achieved 87.4% accuracy in classifying Learning errors. Interview findings highlighted three key themes: students perceived the feedback as accurate and motivating, valued its immediacy, but also expressed concerns about its impersonal nature. These findings demonstrate that AI-generated feedback can effectively scaffold learner autonomy while complementing human facilitation. This study contributes both theoretically by linking SRL frameworks to AI-supported Learning and practically by offering insights into designing feedback systems that balance technological efficiency with pedagogical sensitivity.

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Journal Info

Abbrev

Education

Publisher

Subject

Humanities Languange, Linguistic, Communication & Media Other

Description

Pendidikan usia dini. Pendidikan Dasar. Pelajaran kedua. Pendidikan yang lebih tinggi. Pendidikan Karakter. Pendidikan non formal. Pendidikan Informal. Pendidikan Inklusi, dan Pendidikan Luar Biasa Lainnya (Bencana, Kemasyarakatan, Anti Korupsi, Bela Negara, dll). Sosial Humaniora ...