Jurnal Sipakatau
Vol. 2 No. 3 (2025): Jurnal Sipakatau

Strengthening the Innovation Capacity of Student PKM Proposals through an AI-Generative-Based Co-Creation Learning Model with a Classroom Action Research Approach

Nurrahmah Agusnaya (Universitas Negeri Makassar, Indonesia)
Putri Nirmala (Universitas Negeri Makassar, Indonesia)
M. Miftach Fakhri (Universitas Negeri Makassar, Indonesia)
Wahyu Hidayat M (Universitas Negeri Makassar, Indonesia)
Rosidah Rosidah (Universitas Negeri Makassar, Indonesia)



Article Info

Publish Date
30 Apr 2025

Abstract

The low quality of student innovation in preparing Student Creativity Program (PKM) proposals remains a challenge in higher education, caused by limited research experience, weak team collaboration, and low utilization of Artificial Intelligence (AI) technology. This study aims to describe the implementation of an AI-based Co-Creation Learning model in improving students' abilities to prepare PKM proposals. This research used the Classroom Action Research (CAR) method, which was conducted in two cycles: the first cycle applied the Project-Based Learning (PjBL) model, and the second cycle applied the AI- based Co-Creation Learning model. The results showed an increase in the students’ average scores from 86.1 in the first cycle to 88.4 in the second cycle, with a decrease in the standard deviation from 2.32 to 1.37. Inferential analysis using a paired samples t-test revealed a t-value of -9.25 with p < 0.001 and an effect size (Cohen’s d) of -1.46, indicating a statistically significant improvement in learning outcomes. This model effectively supports collaboration, creativity, and students' skills in developing more relevant PKM proposals. Thus, the implementation of the AI-based Co-Creation Learning model is effective in enhancing students’ innovation capacity and supports the Merdeka Belajar Kampus Merdeka policy in strengthening excellent human resources in the digital era.

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Journal Info

Abbrev

Sipakatau

Publisher

Subject

Religion Arts Humanities Computer Science & IT Engineering Environmental Science Health Professions Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Nursing Physics Social Sciences Veterinary Other

Description

1. Social Sciences, Economics, Psychology, Tourism, and Community Development Coaching and mentoring for leadership, performance improvement, and community empowerment Psychological and behavioral dimensions of community programs including motivation, behavior change, and ethics Volunteerism ...