Edubiotik : Jurnal Pendidikan, Biologi dan Terapan
Vol. 10 No. 02 (2025): Edubiotik : Jurnal Pendidikan, Biologi dan Terapan

The effect of the problem-oriented project-based learning model assisted by artificial intelligence on students’ problem-solving and communication skills

Shocheb, Achmad (Unknown)
Ibrohim, Ibrohim (Unknown)
Muntholib, Muntholib (Unknown)



Article Info

Publish Date
31 Dec 2025

Abstract

The development of 21st-century education emphasizes the importance of problem-solving and communication skills. However, empirical evidence regarding the integration of artificial intelligence (AI) into problem-oriented project-based learning remains limited. This study aimed to examine the effect of a problem-oriented project-based learning model assisted by artificial intelligence on students’ problem-solving and communication skills. A quasi-experimental method with a non-randomized pretest–posttest control group design was employed, involving three groups: an AI-assisted problem-oriented project-based learning group, a problem-oriented project-based learning group, and a regular learning group. The participants consisted of 90 eleventh-grade students from SMA Negeri 1 Singosari, Malang Regency, Indonesia, equally distributed across the three groups. Data were collected using a problem-solving skills test and a communication skills questionnaire and analyzed using Analysis of Covariance (ANCOVA). The results revealed a significant effect of the learning model on students’ problem-solving skills (p < 0.05) and communication skills (p < 0.05). Students taught using the AI-assisted problem-oriented project-based learning model achieved significantly higher scores than those in the regular learning group, while the difference between the AI-assisted and non-assisted problem-oriented project-based learning groups was not statistically significant (p > 0.05). In conclusion, the problem-oriented project-based learning model assisted by artificial intelligence effectively enhances students’ problem-solving and communication skills. These findings imply that integrating AI into project-based learning can serve as an effective instructional strategy to support the development of essential 21st-century skills in secondary education.

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Journal Info

Abbrev

edubiotik

Publisher

Subject

Agriculture, Biological Sciences & Forestry Biochemistry, Genetics & Molecular Biology Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance

Description

Edubiotik: Jurnal Pendidikan, Biologi dan Terapan aims to bridge the gap between research and practice, providing information, ideas, and opinions in biology research, teaching, and learning. Through coverage of policy and curriculum developments, the latest research results on biology teaching, ...