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The Effect of Problem-Based Learning on Students’ Cognitive Ability in Vocational Fuel System Learning

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Dance Putra Y. Tanesab
Damianus Manesi
Dzakwan Murtadlo Mukti
Fahrizal

Abstract

Purpose – This study aims to examine the effect of the problem-based learning approach on improving students’ cognitive ability in vocational fuel system learning.
Methods – A quantitative method with a one-group pretest posttest design was employed. The participants consisted of 37 eleventh-grade vocational students. Data was collected through cognitive tests, classroom observation, and documentation. Data analysis included normality testing, a one-sample t-test, and N-Gain analysis.
Findings – The results showed an increase in the mean score from 61.76 (pretest) to 84.32 (posttest). The posttest mean exceeded the minimum mastery criterion (75). Statistical testing indicated a significant result (p < 0.05). The N-Gain score of 0.60 was categorized as moderate, indicating a meaningful improvement in students’ cognitive ability.
Research Implications – The findings indicate that the problem-based learning approach contributes to improving students’ cognitive performance in vocational learning contexts, particularly in fuel system material. This study is limited to using a one-group pretest-posttest design and a single-class sample, which restricts causal inference and generalizability. Future studies are recommended to apply control group designs, larger samples, and broader contexts.

References

Adeoye, M. A. (2023). Review of sampling techniques for education. ASEAN Journal for Science Education, 2(2), 87–94.

Balan, L., Cam, C. A. D., & Cam, C. A. D. (2019). ScienceDirect ScienceDirect ScienceDirect ScienceDirect Problem-Based Problem-Based Learning Learning Strategy Strategy for for CAD CAD Software Software Using Using Free- Choice and Open-Ended Group Projects Choice and Open-Ended Group Projects Costing m. Procedia Manufacturing, 32, 339–347. https://doi.org/10.1016/j.promfg.2019.02.223

Balan, L., Yuen, T., & Mehrtash, M. (2019). Problem-based learning strategy for CAD software using free-choice and open-ended group projects. Procedia Manufacturing, 32, 339–347.

Boymau, D. D. R., Priyono, P., & Manesi, D. (2026). Pengaruh Problem Based Learning terhadap Hasil Belajar Siswa Kelas XI TSM SMK Negeri 2 Kupang. Jurnal Edueco, 9(01), 420–426.

Chung, P., Yeh, R. C., & Chen, Y.-C. (2016). Influence of problem-based learning strategy on enhancing student’s industrial oriented competences learned: an action research on learning weblog analysis. International Journal of Technology and Design Education, 26(2), 285–307.

Damayanti, N., Hartono, Subali, B., Nugroho, S. E., & Sureeporn, K. (2020). Items analysis of physics assessment based on cognitive level of high order thinking skills in bloom taxonomy. Journal of Physics: Conference Series, 1521(2), 22022.

Erwin Asmara, R. G., & Dwisetiono. (2022). Analisa Kegagalan Sistem Bahan Bakar Kapal Dengan Menggunakan Metode Preliminary Hazard Analysis (PHA) dan Fault Tree Analysis (FTA). Hexagon Jurnal Teknik Dan Sains, 3(1), 34–39. https://doi.org/10.36761/hexagon.v3i1.1348

Fonna, M., & Nufus, H. (2024). Pengaruh penerapan Problem Based Learning (PBL) terhadap keterampilan abad 21. Ar-Riyadhiyyat: Journal of Mathematics Education, 5(1), 22–30.

Guo, P., Saab, N., Post, L. S., & Admiraal, W. (2020). A review of project-based learning in higher education?: Student outcomes and measures. International Journal of Educational Research, 102(May), 101586. https://doi.org/10.1016/j.ijer.2020.101586

Hilmi, I., Fadlila, N., Ramadanti, E., Retnawati, H., & Arliani, E. (2022). Development of Higher Order Thinking Skills Test based on Revised Bloom Taxonomy. JTAM (Jurnal Teori Dan Aplikasi Matematika), 6, 341. https://doi.org/10.31764/jtam.v6i2.7292

Irwanto, I. (2025). Proses Pembelajaran TEFA di Sekolah Menengah Kejuruan Berbasis Teknologi Industri. Jurnal Pendidikan Indonesia: Teori, Penelitian, Dan Inovasi, 5(3).

Koritarov, T. (2024). Fostering Learning Innovations In Maritime Education: A Synthesis Of Blended, Project-Based, And Immersive Learning Approaches. German International Journal of Modern Science/Deutsche Internationale Zeitschrift Für Zeitgenössische Wissenschaft, (94), 43–48.

Kusasih, I. H., & Satria, D. (2024). Strategi pembelajaran berbasis masalah (Problem-Based Learning) dalam meningkatkan kemampuan berpikir kritis peserta didik. Jurnal Teknologi Pendidikan Dan Pembelajaran| E-ISSN: 3026-6629, 2(2), 562–568.

Mweshi, G. K., & Sakyi, K. (2020). Application of sampling methods for the research design. Archives of Business Review–Vol, 8(11), 180–193.

Nova Fauziah Rahman, Listyono, & Mirtaati Na’ima. (2024). Pengaruh Problem Based Learning (PBL) Terhadap Keterampilan Berpikir Kritis dan Kolaboratif dalam Pembelajaran Biologi Terintegrasi Nilai Islam. Al-Alam: Islamic Natural Science Education Journal, 3(2), 52–68. https://doi.org/10.33477/al-alam.v3i2.7397

Nurdianti, P., & Kurino, Y. D. (2025). Implementasi Kurikulum Merdeka Deep Learning Melalui Model Problem based learning Terhadap Berpikir Tingkat Tinggi. Journal of Innovation in Primary Education, 4(2), 21–33.

Panjaitan, D., Siahaan, I. S., Nainggolan, S., Nainggolan, S., Damanik, S. O., & Simarmata, G. (2026). Model Pembelajaran Berbasis Proyek: Peran Kurikulum Merdeka Dalam Meningkatkan Kreativitas Siswa Sekolah Menengah Kejuruan (SMK). Young Journal of Social Sciences and Humanities, 2(1), 121–133.

Rahayu, S., & Dewi, C. A. (2025). Case-based learning: Strategi meningkatkan literasi sains dan problem solving. Penerbit Andi.

Rahman, N. F., & Na’ima, M. (2024). Pengaruh Problem Based Learning (PBL) Terhadap Keterampilan Berpikir Kritis dan Kolaboratif dalam Pembelajaran Biologi Terintegrasi Nilai Islam. Al-Alam: Islamic Natural Science Education Journal, 3(2), 52–68.

Saputri, L., & Mardiati, M. (2025). Desain Penelitian Quasi Eksperimen Dalam Penelitian Pendidikan: Kajian Pustaka. Jurnal Serunai Matematika, 17(2).

Suparyati, A., & Habsya, C. (2024). Kompetensi lulusan pendidikan vokasi untuk bersaing di pasar global. JIIP-Jurnal Ilmiah Ilmu Pendidikan, 7(2), 1921–1927.

Suprapto, E., Manesi, D., & Bianome E, W. (2024). TEC empresarial. TEC Empresarial, 18(2), ág. 769-775. https://doi.org/https://doi.org/10.1229/tecempresarialjournal.v20i2

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