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

Optimalisasi Artificial Intelligence dalam Pembelajaran Adaptif: Studi Kasus Platform EdTech Berbasis Data di Sekolah Menengah

Permata, Citra Anggun (Unknown)
Nugroho, Doni Pratama (Unknown)



Article Info

Publish Date
30 Nov 2025

Abstract

The rapid development of Artificial Intelligence (AI) has created new opportunities for adaptive learning in secondary education, particularly through data-driven Educational Technology (EdTech) platforms. However, empirical evidence on effective AI optimization in formal secondary schools in Indonesia remains limited. This study aims to examine the optimization of AI-based adaptive learning by identifying best practices, implementation barriers, and key success factors. A mixed-methods case study was conducted across five secondary schools in three Indonesian provinces. Quantitative data were collected from 500 students and analyzed using t-tests, ANOVA, and Pearson correlation, while qualitative insights were obtained from teachers, principals, and EdTech developers through thematic analysis. The findings show a 12.4% increase in average examination scores and an improvement in material completion rates from 74.2% to 88.6% within six months of AI implementation. A strong positive correlation was also found between AI usage intensity and academic achievement (r = 0.62, p < 0.01). This study contributes a practical evaluation framework for assessing the readiness and effectiveness of AI-driven adaptive learning based on real-world school data, offering actionable implications for educators, EdTech developers, and policymakers.

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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 ...