The Effectiveness of STEM-Based Project-Based Learning in Improving Students’ Relational Mathematical Understanding
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Abstract
This study examined the effectiveness of STEM-based learning integrated with the Project-Based Learning (PjBL) approach in enhancing eighth-grade students’ relational mathematical understanding at SMP Negeri 1 Batukliang during the 2025/2026 academic year. A quantitative approach with a quasi-experimental method employing a pretest–posttest control group design was used. The population comprised all eighth-grade students of SMP Negeri 1 Batukliang (206 students). Using purposive sampling, two classes were selected: Class VIII3 as the control group and Class VIII4 as the experimental group, involving a total of 56 students. Data were collected through an essay-type test measuring relational mathematical understanding, administered at the pretest and posttest stages. Data analysis employed descriptive and inferential statistics using SPSS version 27, including normality and homogeneity tests, N-Gain analysis, and an Independent Samples t-test. The results showed that the average N-Gain score of the experimental class was 0.4906 (moderate category), which was higher than that of the control class at 0.2889 (low category). Furthermore, the t-test revealed a significance value of 0.000 (< 0.05). These findings indicate that STEM-based learning integrated with the PjBL approach is effective in improving students’ relational mathematical understanding.
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References
Angio, S. T., Pitaloka, Whilis Putri, Sitoou, Joni Wilson, Naibaho , Tutiarny, Rizqi, Vini, & Saragi, Dian Putra. (2025). Integrasi Keterampilan 4c (critical Thinking, Creativity, Communication, Collaboration) Dalam Kurikulum Berdampak Untuk Pembelajaran Matematika. 6.
Ariawan, R., Tamalla, S., Kafrina, K., Nurdin, E., & Fitraini, D. (2024). Profil Kemampuan Pemahaman Relasional Ditinjau Dari Self-Efficacy Peserta didik. Juring (Journal for Research in Mathematics Learning), 7(2), 161. https://doi.org/10.24014/juring.v7i2.25418
English, L. D. (2016). STEM education K-12: Perspectives on integration. International Journal of STEM Education, 3(1), 3, s40594-016-0036–1. https://doi.org/10.1186/s40594-016-0036-1
Noer, D. (2025). Implementasi Project Based Learning Pada Kurikulum Merdeka. 7. https://doi.org/10.31932/j-pimat.v7i1.4663
Nurhangesti, M. (2024). Faktor-Faktor Pemahaman Konsep Matematika: Kajian Literatur. Jurnal Media Akademik, 2. https://doi.org/10.62281
OECD. (2023). PISA 2022 Results Indonesia.
Patkin, D., & Plaksin, O. (2019). Procedural and relational understanding of pre-service mathematics teachers regarding spatial perception of angles in pyramids. … Journal of Mathematical Education in Science …, Query date: 2025-12-05 08:11:17. https://doi.org/10.1080/0020739X.2018.1480808
Rahmi, F., Iltavia, I., & Zarista, R. H. (2021). Efektivitas Pembelajaran Berorientasi Matematika Realistik untuk Membangun Pemahaman Relasional pada Materi Peluang. Jurnal Cendekia : Jurnal Pendidikan Matematika, 5(3), 2869–2877. https://doi.org/10.31004/cendekia.v5i3.673
Ralph, R. A. (2016). Post secondary project-based learning in science, technology, engineering and mathematics. Journal of Technology and Science Education, 6(1), 26–35. https://doi.org/10.3926/jotse.155
Rizki, N. M. (2022). Analisis Kemampuan Pemahaman Relasional Peserta didik SMP Dalam Menyelesaikan Soal Kubus dan Balok. 13(1). https://doi.org/10.32534/jnr.v13i1.2023
sanders, mark. (2009). STEM, STEM Education, STEMmania.
Sari, S. U. R., Lestari, R. D., & Kinasih, I. A. (2022). Efektivitas Model Pembelajaran PjBLTerintegrasi STEM Untuk Meningkatkan Kemampuan Pemahaman Konsep Dan Disposisi Matematis Dalam Menyelesaikan Permasalahan Matematika. JPMI (Jurnal Pendidikan Matematika Indonesia), 7(2), 61. https://doi.org/10.26737/jpmi.v7i2.3634
Skemp, R. R. (1976). Relational Understanding and Instrumental Understanding.
Supianti, I. I., Yaniawati, P., Bonyah, E., Hasbiah, A. W., & Rozalini, N. (2025). STEAM approach in project-based learning to develop mathematical literacy and students’ character. Infinity Journal, 14(2), 283–302. https://doi.org/10.22460/infinity.v14i2.p283-302
Tipani, A., & Yulisma, L. (2019). IMPLEMENTASI MODEL PjBL BERBASIS STEM UNTUK MENINGKATKAN PENGUASAAN KONSEP DAN KEMAMPUAN BERPIKIR ANALITIS PESERTA DIDIK. 4. https://doi.org/10.31949/be.v4i2.1700
UNESCO. (2017). Education for Sustainable Development Goals: Learning objectives. UNESCO. https://doi.org/10.54675/CGBA9153
Urpani, D., & Kristayulita, K. (2024). Efektivitas Pembelajaran Stem Terhadap Kemampuan Pemahaman Konsep Matematika Peserta didik. Journal of Math Tadris, 4(1), 59–66. https://doi.org/10.55099/jmt.v4i1.124
Van de Walle, J. A., Karp, K. S., Bay-Williams, J. M., & Wray, J. (2023). Elementary and middle school mathematics: Teaching developmentally (Eleventh edition). Pearson.
Yulaikah, I., Rahayu, S., & Parlan, P. (2022). Efektivitas Pembelajaran STEM dengan Model PjBL Terhadap Kreativitas dan Pemahaman Konsep IPA Peserta didik Sekolah Dasar. Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan, 7(6), 223. https://doi.org/10.17977/jptpp.v7i6.15275