STEM Hybrid Research-Based Learning versus Discovery Learning: Which Better Promotes Scientific Reasoning in Environmental Change Education?

Authors

DOI:

https://doi.org/10.33394/jp.v13i4.21159

Keywords:

Environmental Change, Scientific Reasoning, STEM, Hybrid Research Based Learning

Abstract

This study aims to examine the effect of the STEM Hybrid Research-Based Learning (STEM-Hybrid RBL) model on high school students’ scientific reasoning skills in the context of environmental change, compared with the Discovery Learning model. The study employed a quasi-experimental method using a pretest–posttest control group design and involved 84 tenth-grade students from SMA Negeri 1 Kota Sukabumi, Indonesia, who were selected through purposive sampling and assigned to an experimental class (n = 42) and a control class (n = 42). The research instrument was a multiple-choice scientific reasoning test that met the validity criteria and demonstrated a high reliability coefficient (0.94). Data were analyzed using the Mann–Whitney U test because the data did not meet the assumptions of normality and homogeneity. Effect size (r) and N-gain analyses were also conducted to examine the magnitude of the difference and the improvement in each scientific reasoning indicator. The results revealed a statistically significant difference between the experimental and control classes (U = 459.50, Z = −3.860, p < .001), with a medium-to-large effect size (r = .42). The experimental class achieved a higher mean posttest score (91.65) than the control class (77.75). The N-gain analysis for each indicator showed the greatest improvement in proportional reasoning and correlational reasoning, whereas identifying and controlling variables showed the lowest improvement in the experimental class. Student responses to the STEM-Hybrid RBL model were categorized as good to very good, with an average score of 79.6%. These findings indicate that STEM-Hybrid RBL is a promising learning model for improving high school students’ scientific reasoning skills and may be applicable to various science learning contexts at the secondary school level.

References

Arikunto, S. (2013). Prosedur Penelitian: Suatu Pendekatan Praktik. Rineka Cipta.

Brew, A., & Saunders, C. (2020). Making sense of research-based learning in teacher education. Teaching and Teacher Education, 87, 102935. https://doi.org/10.1016/j.tate.2019.102935

Bruner, J. S. (1961). The act of discovery. Harvard Educational Review, 31(1), 21–32.

Bybee, R. W. (2013). The Case for STEM Education: Challenges and Opportunities. NSTA Press.

Chang, H. Y., Hsu, Y. S., Wu, H. K., & Tsai, C. C. (2018). Students’ development of socio-scientific reasoning in a mobile augmented reality learning environment. International Journal of Science Education, 40(12), 1410–1431. https://doi.org/10.1080/09500693.2018.1480075

Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Lawrence Erlbaum Associates.

Creswell, J. W., & Creswell, J. D. (2018). Research Design: Qualitative, Quantitative, and Mixed Methods Approaches (5th ed.). SAGE Publications.

Fikriana, M. F., Wiyanto, W., & Haryani, S. (2023). Development of the diary book of science with the STEM approach of discovery in improving students’ concept understanding and scientific communication skills. Jurnal Penelitian Pendidikan IPA, 9(4), 1641–1649. https://doi.org/10.29303/jppipa.v9i4.3032

Hake, R. R. (1998). Interactive-engagement versus traditional methods: A six-thousand-student survey of mechanics test data for introductory physics courses. American Journal of Physics, 66(1), 64–74. https://doi.org/10.1119/1.18809

Kelley, T. R., & Knowles, J. G. (2016). A conceptual framework for integrated STEM education. International Journal of STEM Education, 3(1), 11. https://doi.org/10.1186/s40594-016-0046-z

Kemdikbud. (2022). Capaian Pembelajaran IPA Kurikulum Merdeka. Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi.

Khan, S., & Krell, M. (2019). Scientific reasoning competencies and their relationship with students’ understanding of the nature of science. Journal of Research in Science Teaching, 56(6), 705–736. https://doi.org/10.1002/tea.21518

Khusna, U. A., & Kuswanti, N. (2024). Pengembangan booklet adaptasi dan mitigasi terhadap perubahan lingkungan sebagai bahan ajar kelas X SMA. BioEdu: Berkala Ilmiah Pendidikan Biologi, 13(3), 636–644. https://doi.org/10.26740/bioedu.v13n3.p636-644

Krell, M., Upmeier zu Belzen, A., & Krüger, D. (2022). Scientific reasoning in science education: From global measures to fine-grained descriptions of students’ competencies. Education Sciences, 12(2), 97. https://doi.org/10.3390/educsci12020097

Lawson, A. E. (2004). The nature and development of scientific reasoning: A synthetic view. International Journal of Science and Mathematics Education, 2(3), 307–338. https://doi.org/10.1007/s10763-004-3224-2

Mandella, S., Suhendar, S., & Setiono, S. (2021). Kemampuan Awal Penalaran Ilmiah Peserta Didik SMA berdasarkan Gender Pada Materi Ekosistem. BIODIK: Berkala Ilmiah Pendidikan Biologi, 7(2), 110–116.

OECD. (2023). PISA 2022 Results (Volume I): The State of Learning and Equity in Education. OECD Publishing. https://doi.org/10.1787/53f23881-en

Piraksa, C., Srisawasdi, N., & Koul, R. (2014). Effect of Gender on Student’s Scientific Reasoning Ability: A Case Study in Thailand. Procedia - Social and Behavioral Sciences, 116, 486–491. https://doi.org/10.1016/j.sbspro.2014.01.245

Razali, N. M., & Wah, Y. B. (2011). Power comparisons of Shapiro-Wilk, Kolmogorov-Smirnov, Lilliefors and Anderson-Darling tests. Journal of Statistical Modeling and Analytics, 2(1), 21–33.

Saldarriaga-Zambrano, J. C., & Reyes-Ávila, J. O. (2024). Schoolwork in meaningful student learning. International Journal of Social Sciences, 7(1), 1–8. https://doi.org/10.21744/ijss.v7n1.2233

Shofiyah, N., Supardi, Z. A. I., & Jatmiko, B. (2013). Mengembangkan Penalaran Ilmiah (Scientific Reasoning) Siswa Melalui Model Pembelajaran 5E pada Siswa Kelas X SMAN 15 Surabaya. Jurnal Pendidikan IPA Indonesia, 2(1), 83–87.

Sumarni, W., & Kadarwati, S. (2020). Ethno-STEM project-based learning: Its impact to critical and creative thinking skills. Jurnal Pendidikan IPA Indonesia, 9(1), 11–21. https://doi.org/10.15294/jpii.v9i1.21754

Swandi, A., Sujiono, E. H., Khaeruddin, & Sinring, A. (2025). Development of STEM hybrid research-based learning model to improve scientific reasoning of undergraduate students. Eurasia Journal of Mathematics, Science and Technology Education, 21(11), em2725. https://doi.org/10.29333/ejmste/17287

Syah, M. (2004). Psikologi Pendidikan dengan Pendekatan Baru. Remaja Rosdakarya.

Utami, P., Supeno, & Bektiarso, S. (2019). Lembar Kerja Siswa (LKS) Berbasis Inkuiri Berbantuan Scaffolding Konseptual untuk Meningkatkan Keterampilan Penalaran Ilmiah Fisika Siswa SMA. FKIP E-Proceeding, 4(1), 134–140.

Zhou, S., Han, J., Koenig, K., Raplinger, A., Pi, Y., Li, D., Xiao, H., Fu, Z., & Bao, L. (2016). Assessment of scientific reasoning: The effects of task context, data, and design on student reasoning in control of variables. Thinking Skills and Creativity, 19, 175–187. https://doi.org/10.1016/j.tsc.2015.11.004

Published

2026-10-07

How to Cite

Nazrima, N. J., Setiono, Makiyah, A., & Yunita, Z. A. (2026). STEM Hybrid Research-Based Learning versus Discovery Learning: Which Better Promotes Scientific Reasoning in Environmental Change Education?. Jurnal Paedagogy, 13(4). https://doi.org/10.33394/jp.v13i4.21159

Citation Check