Dirasah : Jurnal Studi Ilmu dan Manajemen Pendidikan Islam
Vol. 9 No. 2 (2026): DIRASAH

Evaluating Hybrid Intelligence–Supported Project-Based Learning: Effects on Students’ Learning Outcomes in Secondary Education

Miksan Ansori (institut Agama Islam Faqih Asy'ari Kediri, Indonesia)



Article Info

Publish Date
01 Aug 2026

Abstract

This study evaluates the effect of Hybrid Intelligence-Supported Project-Based Learning (HI-PBL) on students' learning outcomes compared to standart PBL in secondary education. A quasi-experimental pretest-posttest control group design was employed with 128 students. The experimental group (n=64) received Hybrid Intelligence-Supported Project-Based Learning (HI-PBL), where students and teachers collaboratively engaged with generative AI tools to co-regulate learning processes within a structured PBL framework, while the control group (n=64) received standart PBL. Learning outcomes were measured using a 30-item cognitive achievement test (Cronbach's α = 0.881). Data were analyzed using ANCOVA with pretest scores as the covariate. After controlling for prior knowledge, students in the HI-PBL group significantly outperformed those in the conventional PBL group (F(1,125) = 25.133, p < 0.001, partial η² = 0.167), indicating a large effect size where the intervention explained 16.7% of the variance in learning outcomes. This study provides empirical evidence that integrating Hybrid Intelligence within PBL significantly enhances students' cognitive achievement. By demonstrating measurable learning gains through a covariance-controlled design, the research addresses critical gaps in AI-enhanced PBL literature, which has predominantly focused on engagement rather than achievement-based outcomes. The HI-PBL model offers a scalable approach for AI-augmented instruction that preserves teacher facilitation while leveraging AI's analytical capabilities.

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Journal Info

Abbrev

dirasah

Publisher

Subject

Religion Education Languange, Linguistic, Communication & Media Other

Description

Dirasah : Jurnal Studi Ilmu dan Manajemen Pendidikan Islam is publishing scientific papers and the results of lecturer research in the field of Islamic education management and Islamic Education. ISSN : 2621-2838 (Online) and 2615-0212 (Print) The journal aims to provide a forum for scholarly ...