Edu Komputika Journal
Vol. 13 No. 1 (2026): Edu Komputika Journal

Improving Higher Order Thinking Skills through Project-Based Learning with AI-Enhanced Formative Assessment

Tara Lestari Safitri (Universitas Pendidikan Indonesia)
Nuur Wachid Abdulmajid (Universitas Pendidikan Indonesia)
Md Baharuddin Haji Abdul Rahman (Universiti Sains Malaysia)



Article Info

Publish Date
31 Aug 2026

Abstract

The low level of students’ Higher Order Thinking Skills (HOTS) in computer science presents a challenge in the implementation of the Merdeka Curriculum. This study examines the extent to which a Project-Based Learning (PBL) approach combined with AI-enhanced formative assessment can improve students’ HOTS in computer networking, particularly their ability to analyze computer network concepts and apply them in real-life situations. This study contributes by presenting an innovative learning model that integrates PBL and AI-enhanced formative assessment as a practical alternative to improve HOTS in Indonesian high schools. The study used a classroom action research (CAR) design as the overarching framework, implemented as a single CAR cycle of planning, action, observation, and reflection; within this cycle, a mixed-methods approach combining a quasi-experimental one-group pretest-posttest method with a descriptive qualitative method was used to collect and analyze data, and the study involved 33 eleventh-grade students at SMA N 3 Purwakarta. The intervention integrated a digital poster project with layered formative assessment using ChatGPT and Padlet. Data were analyzed via paired t-tests and thematic analysis using NVivo. Results showed a significant cognitive improvement, with the average score rising from 74.55 to 83.64 (p = 0.026). Qualitatively, 58% of students were able to evaluate connectivity options based on real-world needs, and each group conducted an average of 3.2 rounds of revisions based on AI feedback. It was concluded that the integration of PBL with AI-enhanced formative assessment effectively fosters students’ higher-order thinking skills (HOTS) at the school studied, though the single-school sample means the findings are best generalized at the regional rather than national level.

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Journal Info

Abbrev

edukom

Publisher

Subject

Education

Description

Edu Komputika Journal uses Open Journal Systems (OJS) for online journal management in submission, review, copyediting, and publication. Submitted manuscripts are written in English and should follow the style of the Edu Komputika Journal. Manuscripts are original research results, or ...