Development of a Chemistry Learning Model through Integrated STEM Project-Based Learning Using Palm Oil Waste as a Renewable Energy Source
DOI:
10.29303/jppipa.v12i3.12995Published:
2026-03-25Downloads
Abstract
This study aimed to develop a chemistry learning model based on Project-Based Learning (PjBL) integrated with STEM, utilizing palm oil waste as a renewable energy context to enhance students’ scientific literacy. The research adopted a research and development approach using the Plomp model. The developed PjBL–STEM model was implemented in senior high school chemistry classes through contextual, project-oriented activities related to palm oil waste utilization. Data were collected using tests, observations, questionnaires, and performance rubrics to examine the quality and impact of the model. The findings indicate that the developed learning model is valid and practical for classroom implementation. Its application resulted in a significant improvement in students’ scientific literacy, particularly in understanding scientific concepts and applying them to real-world sustainability issues. In addition, the learning process supported the development of essential 21st-century skills, including critical thinking, collaboration, creativity, and environmental awareness. Overall, the results demonstrate that the PjBL–STEM learning model based on local renewable energy contexts is effective and feasible for chemistry instruction. The model contributes not only to improving scientific literacy but also to promoting sustainable education aligned with the Sustainable Development Goals (SDGs).
Keywords:
Green chemistry Palm oil waste Project Based Learning Scientific literacy STEMReferences
Afriana, J., Permanasari, A., & Fitriani, A. (2016). Project based learning integrated to stem to enhance elementary school’s students scientific literacy. Jurnal Pendidikan IPA Indonesia, 5(2), 261–267. https://doi.org/10.15294/jpii.v5i2.5493
Alam, M. M., & Mohamad, S. (2022). Integrating STEM education into project-based learning. Journal of Science Education and Technology, 31(4), 567–579. https://doi.org/10.1007/s10956-021-09955-7
Anazifa, R. D., & Djukri. (2017). Project-based learning and problem-solving skills. Jurnal Pendidikan IPA Indonesia, 6(2), 346–355. https://doi.org/10.15294/jpii.v6i2.9509
Ardiansyah, R., Ramdani, A., & Jufri, A. W. (2021). STEM-based learning to improve scientific literacy. Jurnal Penelitian Pendidikan IPA, 7(2), 120–128. https://doi.org/10.29303/jppipa.v7i2.732
Astuti, P., & Sudarisman, S. (2019). Scientific literacy profile of students. Jurnal Pendidikan IPA Indonesia, 8(3), 389–398. https://doi.org/10.15294/jpii.v8i3.19234
Bell, S. (2010). Project-based learning for the 21st century: Skills for the future. The Clearing House: A Journal of Educational Strategies, Issues and Ideas, 83(2). https://doi.org/10.1080/00098650903505415
Blumenfeld, P. C., Soloway, E., Marx, R. W., Krajcik, J. S., Guzdial, M., & Palincsar, A. (1991). Motivating project-based learning. Educational Psychologist, 26(3–4), 369–398. https://doi.org/10.1080/00461520.1991.9653139
Bybee, R. W. (2014). Scientific literacy and science education. Science Education, 98(1), 1–14. https://doi.org/10.1002/sce.21085
Capraro, R. M., Capraro, M. M., & Morgan, J. R. (2013). No Title. Sense Publishers. https://doi.org/10.1007/978-94-6209-143-6
Dede, C. (2014). The role of digital tools in deeper learning. Educational Technology, 54(6), 5–10. https://doi.org/10.1007/978-1-4614-3185-5_26
Ejiwale, J. A., & Lin, C. (2021). STEM education and collaborative learning. International Journal of STEM Education, 8(12). https://doi.org/10.1186/s40594-021-00265-5
Erdogan, I., & Ciftci, A. (2017). STEM education practices. Journal of Education and Practice, 8(6), 1–8. https://doi.org/10.1016/j.sbspro.2017.02.109
Fauzi, A., & Hashim, R. (2020). Students’ difficulties in chemistry learning. Journal of Baltic Science Education, 19(1), 64–76. https://doi.org/10.33225/jbse/20.19.64
Fitriani, H., Zubaidah, S., Susilo, H., & Al Muhdhar, M. H. I. (2020). Scientific literacy through PjBL. Jurnal Pendidikan IPA Indonesia, 9(1), 1–12. https://doi.org/10.15294/jpii.v9i1.21229
Gunawan, G., Harjono, A., & Sahidu, H. (2019). STEM learning in science classrooms. Jurnal Penelitian Pendidikan IPA, 5(1), 1–8. https://doi.org/10.29303/jppipa.v5i1.203
Hake, R. R. (1998). Interactive engagement methods. American Journal of Physics, 66(1), 64–74. https://doi.org/10.1119/1.18809
Han, S., Capraro, R., & Capraro, M. (2014). How STEM PjBL affects learning. International Journal of Science Education, 36(9), 1501 1521. https://doi.org/10.1080/09500693.2013.838805
Hansen, S. B., Padfield, R., & Syayuti, K. (2015). Palm oil sustainability. Journal of Cleaner Production, 100, 140–149. https://doi.org/10.1016/j.jclepro.2015.03.051
Hapsari, D., Sutrisno, & Nugraha, A. W. (2024). Renewable energy context in chemistry learning. Jurnal Pendidikan IPA Indonesia, 13(1), 45–56. https://doi.org/10.15294/jpii.v13i1.45678
Huang, Y., Wang, C., & Zhang, Y. (2022). STEM-PjBL and literacy. International Journal of STEM Education, 9(31). https://doi.org/10.1186/s40594-022-00347-6
Krajcik, J. S., & Blumenfeld, P. C. (2006). Project-based learning. In Cambridge Handbook of the Learning Sciences. https://doi.org/10.1017/CBO9780511816833.020
Lam, S. S. (2019). Pyrolysis of palm oil waste. Energy Conversion and Management, 199, 111933. https://doi.org/10.1016/j.enconman.2019.111933
Lim, J. S., Manan, Z. A., & Hashim, H. (2012). Biomass from palm oil industry. Renewable and Sustainable Energy Reviews, 16(4), 2194–2206. https://doi.org/10.1016/j.rser.2012.01.036
Lou, S. J., Shih, R. C., Diez, C. R., & Tseng, K. H. (2011). The impact of problem-based learning. Computers & Education, 56(1), 1–12. https://doi.org/10.1016/j.compedu.2010.07.007
Mayer, R. E. (2004). Should there be a three-strikes rule against pure discovery learning? American Psychologist, 59(1), 14–19. https://doi.org/10.1037/0003-066X.59.1.14
Norris, S. P., & Phillips, L. M. (2003). Scientific literacy meaning. Science Education, 87(2), 224–240. https://doi.org/10.1002/sce.10066
Nugraha, A. W., Ramdani, A., & Hadisaputra, S. (2020). STEM project learning. Jurnal Penelitian Pendidikan IPA, 6(2), 150–158. https://doi.org/10.29303/jppipa.v6i2.397
OECD. (2019). PISA 2018 assessment framework. OECD Publishing. Retrieved from https://www.oecd.org/en/publications/pisa-2018-assessment-and-analytical-framework_b25efab8-en.html
Plomp, T., & Nieveen, N. (Eds.). (2013). Educational design research: Illustrative cases. SLO.
Prince, M. J., & Felder, R. M. (2006). Inductive teaching and learning methods. Journal of Engineering Education, 95(2), 123–138. https://doi.org/10.1002/j.2168-9830.2006.tb00884
Rahman, M. M., Yusuf, M., & Chen, X. (2023). Renewable energy education. Energy Reports, 9, 1345–1356. https://doi.org/10.1016/j.egyr.2023.01.021
Ramdani, A., Jufri, A. W., & Gunawan. (2021). STEM-based PjBL implementation. Jurnal Penelitian Pendidikan IPA, 7(1), 1–10. https://doi.org/10.29303/jppipa.v7i1.552
Savery, J. R. (2015). Overview of problem-based learning. Interdisciplinary Journal of Problem-Based Learning, 9(1). https://doi.org/10.7771/1541-5015.1496
Sulastri, S., & Rohman, A. (2021). STEM in chemistry learning. Jurnal Pendidikan Kimia, 13(2), 98–107. https://doi.org/10.24114/jpkim.v13i2.25891
Thomas, J. W. (2000). A review of research on project-based learning. Autodesk Foundation. https://doi.org/10.1016/S0360-1315(99)00013-1
Toharudin, U., Hendrawati, S., & Rustaman, A. (2011). Scientific literacy framework. Humaniora, 23(1), 1–12. https://doi.org/10.7454/humaniora.v23i1.1045
Vygotsky, L. S. (1978). Mind in society. Harvard University Press.
Widodo, A., & Riandi. (2013). Dual-mode science learning. Jurnal Pendidikan IPA Indonesia, 2(1), 1–7. https://doi.org/10.15294/jpii.v2i1.2504
Yusoff, S. (2006). Renewable energy from palm oil waste. Renewable and Sustainable Energy Reviews, 10(1), 1–18. https://doi.org/10.1016/j.rser.2004.09.003
Zubaidah, S., Corebima, A. D., & Mistianah. (2018). Scientific literacy and HOTS. Jurnal Pendidikan IPA Indonesia, 7(1), 1–11. https://doi.org/10.15294/jpii.v7i1.10454
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