Integrating the STEM Approach into Discovery Learning to Improve Students' Scientific Literacy in Temperature and Heat
DOI: https://doi.org/10.26618/m5aeba30
discovery learning, heat transfer, physics learning, scientific literacy, STEM education
Abstract
Scientific literacy is an essential skill in physics education, as students must understand scientific principles, interpret evidence, and apply knowledge to real-world issues. In Indonesia, however, scientific literacy among students remains a concern, evidenced by low PISA science scores and predominantly teacher-centered classroom practices. This study aimed to analyze the effect of integrating the STEM approach into the Discovery Learning model on eleventh-grade students’ scientific literacy in the topic of temperature and heat. A quasi-experimental method with a non-equivalent control group design was employed at MA Nurul A'la Jatimulyo II during the odd semester of the 2025/2026 academic year. The participants were 58 eleventh-grade science students. The experimental class (n = 29) learned through STEM-integrated Discovery Learning (DL-STEM), whereas the control class (n = 29) received conventional instruction. Scientific literacy was measured using a 25-item multiple-choice test developed from five indicators: explaining scientific phenomena, using scientific evidence, identifying scientific statements, understanding phenomena, and solving problems. Data were analyzed using descriptive statistics, assumption tests, the Mann–Whitney test for initial equivalence, an independent-samples t-test for posttest comparison, effect size r, and N-Gain analysis. The results indicated that both groups had comparable baseline abilities. Post-intervention, the experimental group significantly outperformed the control group, with mean scores of 64.69 versus 53.93 (p < 0.001), and demonstrated a moderate effect size (r = 0.47). Moreover, N-Gain analysis revealed improvements across all scientific literacy indicators in the experimental group, categorized as moderate and surpassing those of the control group. The novelty of this study lies in mapping STEM components onto the Discovery Learning syntax through a simple thermos engineering task in temperature-and-heat instruction. These findings indicate that DL-STEM can support students in connecting physics concepts, scientific evidence, and engineering design, thereby contributing to scientific literacy-oriented physics education.
References
Abdi, A. I., Omar, A. M., Mahdi, A. O., Asiimwe, C., & Osman, M. A. (2024). Tracing the evolution of STEM education: A bibliometric analysis. Frontiers in Education, 9, 1-12. https://doi.org/10.3389/feduc.2024.1457938
Akdeniz, C. (2024). Effects of cognitive stimulation, physical arrangement of the learning environment, and instructional tendency on student engagement. International Journal of Curriculum and Instruction, 16(3), 492–516. https://ijci.net/index.php/IJCI/article/view/1502
Amarlita, D. M., & Saija, M. (2025). The effect of STEM with a discovery learning model on learning motivation on reaction rate concept. AIP Conference Proceedings, 3206(1). https://doi.org/10.1063/5.0259765
Ammar, M., Al-Thani, N. J., & Ahmad, Z. (2024). Role of pedagogical approaches in fostering innovation among K-12 students in STEM education. Social Sciences & Humanities Open, 9, 1-13. https://doi.org/10.1016/j.ssaho.2024.100839
Asriadi, A., & Lazulva, L. (2021). Desain dan uji coba video pembelajaran berbasis literasi sains dengan menggunakan Scratch pada materi kesetimbangan kimia. Journal of Research and Education Chemistry, 3(2), 143-156. https://doi.org/10.25299/jrec.2021.vol3(2).7921
Azizah, G. A. G., & Setyawarno, D. (2025). The effect of integrated STEM discovery learning model on computational thinking skills in heat and its conversion material for grade VII students at SMP Negeri 1 Kalasan. Journal of Science Education Research, 9(2), 107–117. https://doi.org/10.21831/jser.v9i2.88453
Batubara, Y., Marjanah, M., & Mahyuny, S. R. (2025). Peningkatan literasi sains melalui penerapan model pembelajaran learning cycle (5E) berbasis STEM (Science, Technology, Engineering, and Mathematics) di SMAN 3 Langsa. Jurnal Ilmiah Profesi Pendidikan, 10(2), 1032–1037. https://doi.org/10.29303/jipp.v10i2.3210
Bybee, R. W. (2013). The case for STEM education: Challenges and opportunities. NSTA Press.
Çalik, M., & Wiyarsi, A. (2024). The effect of socio-scientific issues-based intervention studies on scientific literacy: A meta-analysis study. International Journal of Science Education, 47(3), 399-421. https://doi.org/10.1080/09500693.2024.2325382
Cao, X., Lu, H., Wu, Q., & Hsu, Y. (2025). Systematic review and meta-analysis of the impact of STEM education on students learning outcomes. Frontiers in Psychology, 16, 1-15. https://doi.org/10.3389/fpsyg.2025.1579474
Coppi, M., Fialho, I., & Cid, M. (2024). Assessing scientific literacy: A study with 9th grade students in Portugal. Frontiers in Education, 9, 1-14. https://doi.org/10.3389/feduc.2024.1433919
De Loof, H., Boeve-de Pauw, J., & Van Petegem, P. (2022). Integrated STEM education: The effects of a long-term intervention on students’ cognitive performance. European Journal of STEM Education, 7(1), 1-17. https://eric.ed.gov/?id=EJ1371646
Demirkol, K., Kartal, B., & Taşdemir, A. (2022). The effect of teachers’ attitudes towards and self-efficacy beliefs regarding STEM education on students’ STEM career interests. Journal of Science Learning, 5(2), 204–216. https://doi.org/10.17509/jsl.v5i2.43991
Fadlina, F., Artika, W., Khairil, K., Nurmaliah, C., & Abdullah, A. (2021). Penerapan model discovery learning berbasis STEM pada materi sistem gerak untuk meningkatkan keterampilan berpikir kritis. Jurnal Pendidikan Sains Indonesia, 9(1), 99–107. https://jurnal.usk.ac.id/JPSI/article/view/18591
Fuadi, H., Robbia, A. Z., Jamaluddin, J., & Jufri, A. W. (2020). Analisis faktor penyebab rendahnya kemampuan literasi sains peserta didik. Jurnal Ilmiah Profesi Pendidikan, 5(2), 108–116. https://jipp.unram.ac.id/index.php/jipp/article/view/122
Halawa, S., Lin, T. C., & Hsu, Y. S. (2024). Exploring instructional design in K–12 STEM education: A systematic literature review. International Journal of STEM Education, 11(43), 1-15. https://doi.org/10.1186/s40594-024-00503-5
Hardianti, F., Setiadi, D., Syukur, A., & Merta, I. W. (2021). Pengembangan bahan ajar berbasis SETS (science, environment, technology, society) untuk meningkatkan literasi sains peserta didik. Jurnal Pijar Mipa, 16(1), 68–74. https://doi.org/10.29303/jpm.v16i1.1636
Ibrahim, A., Supartin, S., & Samatowa, L. (2025). Meningkatkan literasi sains peserta didik dengan menggunakan pendekatan STEM (science, technology, engineering, and mathematics) pada materi gelombang bunyi. JPFT: Jurnal Pendidikan Fisika Tadulako Online, 13(2), 212–219. https://doi.org/10.22487/jpft.v13i2.4657
Karan, E. (2023). Discovery-based approach combined with active learning to improve student learning experiences for STEM students. Journal of Education and Training Studies, 11(4), 16–25. https://doi.org/10.11114/jets.v11i4.6205
Kelley, T. R., & Knowles, J. G. (2016). A conceptual framework for integrated STEM education. International Journal of STEM Education, 3,(11), 1-11. https://doi.org/10.1186/s40594-016-0046-z
Kumar, V., & Choudhary, S. K. (2025). Reimagining scientific literacy: A textbook framework for future-focused science education. Research in Science Education, 55, 1109–1127. https://doi.org/10.1007/s11165-025-10269-7
Lee, M. Y., & Lee, J. S. (2025). Project-based learning as a catalyst for integrated STEM education. Education Sciences, 15(7), 1-8. https://doi.org/10.3390/educsci15070871
Mansour, N., Said, Z., & Abu-Tineh, A. (2024). Factors impacting science and mathematics teachers’ competencies and self-efficacy in TPACK for PBL and STEM. Eurasia Journal of Mathematics, Science and Technology Education, 20(5), 1-17. https://doi.org/10.29333/ejmste/14467
Maulana, M., Rosmaiyadi, R., & Kariadi, D. (2024). Pengaruh model discovery learning untuk meningkatkan literasi sains siswa. Journal of Educational Review and Research, 7(1), 34–49. https://journal.stkipsingkawang.ac.id/index.php/JERR/article/view/5919
Mellyzar, M., Zahara, S. R., & Alvina, S. (2022). Literasi sains dalam pembelajaran sains siswa SMP. Pendekar: Jurnal Pendidikan Berkarakter, 5(2), 119-124. https://doi.org/10.31764/pendekar.v5i2.10097
National Academies of Sciences, Engineering, and Medicine. (2025). Transforming undergraduate STEM education; A framework for institutions. Educators and Disciplines. https://www.nationalacademies.org/projects/DBASSE-BOSE-22-04/publication/28268
Nisah, K., Saminan, S., Syukri, M., Elisa, E., & Markisni, M. (2024). Optimizing of physics learning through PjBL-STEM model to improve critical thinking skills and students responsibility attitudes. Jurnal Penelitian Pendidikan IPA, 10(4), 1770–1778. https://doi.org/10.29303/jppipa.v10i4.6795
OECD. (2019). PISA 2018 assessment and analytical framework. OECD Publishing. https://doi.org/10.1787/b25efab8-en
OECD. (2023a). PISA 2022 assessment and analytical framework. OECD Publishing. https://doi.org/10.1787/dfe0bf9c-en
OECD. (2023b). PISA 2022 results (Volume I): The state of learning and equity in education. OECD Publishing. https://doi.org/10.1787/53f23881-en
OECD. (2023c). PISA 2022 (Volume I and II) ‑ Country notes: Indonesia. OECD Publishing. https://www.oecd.org/en/publications/pisa-2022-results-volume-i-and-ii-country-notes_ed6fbcc5-en/indonesia_c2e1ae0e-en.html
Osborne, J., & Allchin, D. (2025). Science literacy in the twenty-first century: Informed trust and the competent outsider. International Journal of Science Education, 47(15–16), 2134–2155.https://doi.org/10.1080/09500693.2024.2331980
Portillo-Blanco, A., Deprez, H., De Cock, M., Guisasola, J., & Zuza, K. (2024). A systematic literature review of integrated STEM education: Uncovering consensus and diversity in principles and characteristics. Education Sciences, 14(9), 1-24. https://doi.org/10.3390/educsci14091028
Putri, M. D., Fitria, D., Nurlaini, N., & Berutu, N. J. (2026). Validity and reliability of science literacy assessment instruments for measuring science competencies in the context of PISA 2025 using the Rasch model. Jurnal Pendidikan Fisika, 14(1), 119–137. https://journal.unismuh.ac.id/index.php/jpf/article/view/19809/10351
Rahman, M. H., Latif, S., & Saban, M. (2022). Implementasi model discovery learning untuk meningkatkan kemampuan literasi sains siswa kelas XI MAN 2 Halmahera Utara. Jurnal Pendidikan Fisika FKIP UM Metro, 10(2), 259–270. https://doi.org/10.24127/jpf.v10i2.5660
Rahmi, A., Zahara, S. R., Alvina, S., Fadli, M. R., & Juliana, E. (2024). Analysis of students’ scientific literacy abilities on science learning in high school. Proceedings of Malikussaleh International Conference on Multidisciplinary Studies (MICoMS), 4, 1-6. https://doi.org/10.29103/micoms.v4i.897
Roehrig, G. H., Dare, E. A., Ellis, J. A., & Ring-Whalen, E. (2021). Beyond the basics: A detailed conceptual framework of integrated STEM. Disciplinary and Interdisciplinary Science Education Research, 3(11), 1-18. https://doi.org/10.1186/s43031-021-00041-y
Roy, G., Sikder, S., & Danaia, L. (2025). Adopting scientific literacy in early years from empirical studies on formal education: A systematic review of the literature. International Journal of STEM Education, 12(26), 1-24. https://doi.org/10.1186/s40594-025-00547-1
Satriana, A. (2023). Peningkatan literasi data melalui model discovery learning dengan pendekatan ilmu pengetahuan alam, teknologi, rekayasa dan matematika (STEM). LOKAKARYA, 2(1), 41–55. https://doi.org/10.30821/lokakarya.v2i1.2754
Sudarto, S. (2026). Factors causing low the scientific ability of Indonesian children: A systematic review. Pendas: Jurnal Ilmiah Pendidikan Dasar, 11(1), 145–160. https://journal.unpas.ac.id/index.php/pendas/article/view/43557
Urdanivia-Alarcon, D. A., Talavera-Mendoza, F., Rucano Paucar, F. H., Cayani Caceres, K. S., & Machaca Viza, R. (2023). Science and inquiry-based teaching and learning: A systematic review. Frontiers in Education, 8, 1-10. https://doi.org/10.3389/feduc.2023.1170487
Usta, Z. B., Mertoglu, H., & Akgül, E. (2025). Examining prospective teachers’ scientific literacy and STEM efficacy beliefs. Science Insights Education Frontiers, 30(1), 4825–4840. https://doi.org/10.15354/sief.25.or824
Wulandari, S., Yuliani, H., & Azizah, N. (2023). Pengaruh e-modul berbasis discovery learning (DL) terhadap literasi sains siswa pada materi gelombang bunyi. LAMBDA: Jurnal Ilmiah Pendidikan MIPA dan Aplikasinya, 3(2), 72-77. https://doi.org/10.58218/lambda.v3i2.552
Zhan, Z., & Niu, S. (2023). Subject integration and theme evolution of STEM education in K–12 and higher education research. Humanities and Social Sciences Communications, 10, 1-13. https://doi.org/10.1057/s41599-023-02303-8
Zhang, L., Liu, X., & Feng, H. (2023). Development and validation of an instrument for assessing scientific literacy from junior to senior high school. Disciplinary and Interdisciplinary Science Education Research, 5(21), 1-15. https://doi.org/10.1186/s43031-023-00093-2
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Arini Rosa Sinensis, Roja Septiani, Febrianto Putra, Thoha Firdaus

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Copyright:
Authors who publish with this journal agree to the following terms:
1. Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution-ShareAlike 4.0 International License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
2. Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
3. Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work.
Licence:
Authors are free to:
1. Share: Copy and redistribute the material in any medium or format
2. Adapt: Remix, transform, and build upon the material for any purpose, even commercially.
The licensor cannot revoke these freedoms as long as the authors follow the license terms, which include the following:
1. Attribution: You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.
2. ShareAlike: If you remix, transform, or build upon the material, you must distribute your contributions under the same license as the original.
3. No additional restrictions: You may not apply legal terms or technological measures that legally restrict others from doing anything the license permits.
Jurnal Pendidikan Fisika is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.



