Jurnal Pendidikan Sains Indonesia (Indonesian Journal of Science Education)
Vol. 14 No. 3: JULY 2026

Comparative Analysis of High School Students’ and ChatGPT-5 Evaluation Ability on Work and Energy Topics

Fausta Theresiana (Universitas Tanjungpura, Pontianak, Indonesia)
Judyanto Sirait (Universitas Tanjungpura, Pontianak, Indonesia)
Lanang Maulana Aminullah (Universitas Tanjungpura, Pontianak, Indonesia)
Nuri Balta (Suleyman Demirel University, Kaskelen, Kazakhstan)



Article Info

Publish Date
25 Jul 2026

Abstract

The development of science and technology emphasizes the importance of scientific practices, particularly the ability to evaluate scientific arguments; however, students’ evaluation abilities have not yet developed optimally. On the other hand, the use of artificial intelligence (AI), such as ChatGPT, in education is increasing. Nevertheless, studies comparing the evaluation abilities of high school students and ChatGPT in solving physics problems remain very limited. This study aims to comparatively analyze the evaluation abilities of high school students and ChatGPT-5 on the topic of work and energy. A descriptive quantitative approach was employed to analyze in depth the responses of both high school students and ChatGPT. The study involved 92 eleventh-grade high school students selected through purposive sampling and ChatGPT-5 as research subjects. Both the students and ChatGPT were asked to complete a work and energy test consisting of four evaluation-based essay questions. ChatGPT-5 was given the test along with specific structured prompts. The results indicate that the evaluation ability of high school students is in the moderate category (mean score of 68.65), with most students able to evaluate claims and statements, although misconceptions and errors in formula usage were still found. Meanwhile, ChatGPT-5 demonstrated a high level of evaluation ability (score of 100) when given structured prompts, showing excellent performance in providing scientific arguments and applying formulas in accordance with the concepts. These findings suggest that ChatGPT-5 can serve as a supplementary learning tool, while teachers need to strengthen students’ scientific reasoning skills through structured evaluation practices

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Journal Info

Abbrev

jpsi

Publisher

Subject

Description

Jurnal Pendidikan Sains Indonesia (Indonesian Journal of Science Education) or JPSI is an international journal dedicated to studying and exploring various matters related to science education, especially technological developments in the field of science based on ethnoscience and local wisdom. JPSI ...