JEELS (Journal of English Education and Linguistics Studies)
Vol. 13 No. 2 (2026): JEELS November 2026

AI-enhanced problem-based learning framework: Integrating ChatGPT as adaptive scaffolding to advance critical thinking and personalized learning

La Sunra, La Sunra (Unknown)
Amaliah, Suci (Unknown)
Radhiyani, Fitri (Unknown)



Article Info

Publish Date
07 Jun 2026

Abstract

As educational institutions increasingly adopt artificial intelligence technologies, understanding how generative AI can be integrated into student-centered pedagogical frameworks has become an important area of contemporary educational research. This study examines an AI-Enhanced Problem-Based Learning (AI-PBL) Framework that integrates ChatGPT as adaptive scaffolding to improve critical thinking and support personalized learning. Using an explanatory sequential mixed-methods design, the study involved 120 eighth-grade students from four junior high schools in Ujung Pandang District, Makassar City, Indonesia. Quantitative data were collected through pre- and post-tests of critical thinking, while qualitative data came from classroom observations, ChatGPT interaction logs, and interviews. The overall critical thinking score increased from 60.3 (SD = 9.7) to 73.5 (SD = 10.4), t(119) = 9.64, p < .001, d = 1.00, with notable gains in analysis, inference, and bias detection. Qualitative analysis showed four patterns: ChatGPT supported idea exploration, strengthened verification habits, enhanced reflection and metacognitive monitoring, and did not lead to passive dependence. These findings indicate that generative AI can function as a learning partner when it is embedded in structured PBL and guided by teachers. The study offers practical evidence for integrating ChatGPT in secondary classrooms without reducing student agency.

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Journal Info

Abbrev

jeels

Publisher

Subject

Education Languange, Linguistic, Communication & Media

Description

JEELS aims to disseminate the results of research in English Education and Linguistics. The published articles are the findings of research in the field of English language education and linguistics. The scope of research includes: English language teaching and learning English language testing and ...