The Effect of a Motivation-Based STAD Learning Model on Students’ Academic Achievement in Mathematics and Science

  • Partono Siswosuharjo Department of Information Systems, Muhammadiyah University of Banten, Indonesia
  • Al-Bahra Department of Information Technology Education, University of Raharja, Indonesia
  • Andri Cahyo Purnomo Department of Information Technology Education, University of Raharja, Indonesia
  • Ewin Suciana Department of Information Technology University of Yarsi Pratama, Tangerang, Indonesia
Keywords: Early Childhood Education, Trauma-Informed Education, Post-Disaster Recovery, Classroom Participation, Play-Based Intervention

Abstract

This study examined the effectiveness of a motivation-based Student Teams Achievement Division (STAD) learning model on junior high school students' academic achievement in mathematics and science in Banten Province, Indonesia. Employing a quasi-experimental non-equivalent control group design, 750 students were purposively selected through stratified cluster sampling and assigned to experimental (n = 375) and control (n = 375) groups. The experimental group received the motivation-enhanced STAD intervention, while the control group experienced conventional instruction. Data were collected using validated achievement tests and a learning motivation questionnaire, then analyzed through Multivariate Analysis of Covariance (MANCOVA), controlling for pretest scores, prior GPA, socioeconomic status, and age. Results revealed a statistically significant multivariate difference between groups for combined mathematics and science posttest scores (Wilks' Λ, p < 0.001). Univariate ANCOVA further indicated that the experimental group significantly outperformed the control group in mathematics (F(1,743) = 905.38, p < 0.001, η² = 0.549) and science (F(1,743) = 684.56, p < 0.001, η² = 0.479), with large effect sizes. These findings demonstrate that integrating motivational scaffolds such as autonomy support, competence feedback, and positive interdependence within cooperative learning structures substantially enhances both cognitive achievement and affective engagement. The study concludes that the motivation-based STAD model represents a scalable, equity-promoting pedagogical innovation suitable for improving STEM education outcomes in diverse secondary school contexts.

References

Al-Thani, N. J., & Ahmad, Z. (2025). The scope of problem-based learning and integrated research education for primary learners. 25–43. https://doi.org/10.1007/978-3-031-87544-1_2

Amrullah, J. D. R., Prasetya, F. B., Rahma, A. S., Setyorini, A. D., Salsabila, A. N., & Nuraisyah, V. (2024). Efektivitas peran Kurikulum Merdeka terhadap tantangan Revolusi Industri 4.0 bagi Generasi Alpha. Jurnal Pendidikan dan Pembelajaran Indonesia (JPPI), 4(4), 1313–1328. https://doi.org/10.53299/jppi.v4i4.754

Astari, & Yulianto, D. (2025). A bridging the digital divide in education: Disparities in Google Classroom utilization and technical challenges among urban and rural teachers. Journal of Education Technology, 9(2), 258–270. https://doi.org/10.23887/JET.V9I2.92897

Brown, D. T. (2020). Principles of educational and psychological measurement. Routledge. https://doi.org/10.4324/9780429322341

Chen, Y., & Li, X. (2021). Cognitive and motivational pathways in integrated STEM learning: A longitudinal analysis. Journal of Educational Psychology, 113(6), 1125–1141. https://doi.org/10.1037/edu0000698

Chen, Y., & Wang, M. (2023). Cooperative learning and STEM achievement: The mediating role of academic motivation in Chinese middle schools. International Journal of Science Education, 45(4), 512–530. https://doi.org/10.1080/09500693.2022.2158941

Cook, A. D., & Campbell, D. T. (2021). Quasi-experimental design and analysis for educational research. Springer. https://doi.org/10.1007/978-1-0716-1717-3

Creswell, J. W., & Creswell, J. D. (2023). Research design: Qualitative, quantitative, and mixed methods approaches (6th ed.). SAGE Publications. https://doi.org/10.4135/9781071878828

Deci, E. L., & Ryan, R. M. (2020). Self-determination theory: Basic psychological needs in motivation, development, and wellness. Motivation Science, 6(1), 1–15. https://doi.org/10.1037/mot0000166

Donnelly, R., & Patrinos, H. A. (2023). The global impact of pedagogical innovations in secondary STEM education: A meta-analysis. Educational Research Review, 38, Article 100521. https://doi.org/10.1016/j.edurev.2022.100521

Dyson, B., Shen, Y., Wen, X., & Lin-xiu, D. (2021). How cooperative learning is conceptualized and implemented in Chinese physical education: A systematic review of literature. ECNU Review of Education, 5(1), 185–206. https://doi.org/10.1177/20965311211006721

Efendi, P. M. (2023). Keterampilan abad 21 kaitannya dengan karakteristik masyarakat di era abad 21. Caruban: Jurnal Ilmiah Ilmu Pendidikan Dasar, 6(1), 78. https://doi.org/10.33603/caruban.v6i1.8009

Felgiansyah, H., Sunarto, & Yusnita, E. (2026). Islamic education learning motivation: How the STAD cooperative model impacts students. International Journal of Research in Education, 6(1), 46–61. https://doi.org/10.26877/IJRE.V6I1.3169

Gao, X., Zhu, C., Guo, X., & Zhang, D. (2026). The effects of a metacognitive scaffolding-supported online inquiry-based learning approach on students’ science achievement, metacognitive ability, and inquiry skills. Educational Technology Research and Development, 1–30. https://doi.org/10.1007/S11423-025-10582-Y

Guesmi, B., Monje, J. H. C., Valenzuela, M. A., & Roig, J. M. G. (2023). Impact of public research investments on agricultural productivity in Chile. Agribusiness, 40(1), 277–298. https://doi.org/10.1002/agr.21842

Hair, J., Black, W., & Babin, B. (2022). Assessing measurement reliability and validity in behavioral research. Journal of Business Research, 142, 280–292. https://doi.org/10.1016/j.jbusres.2021.12.024

Hattie, J. (2023). Visible learning insights: What works best in education. Routledge. https://doi.org/10.4324/9781003384521

Hermince, H. (2023). Penerapan pembelajaran Student Team Achievement Division (STAD) meningkatkan hasil belajar materi hak dan kewajiban asasi manusia dalam perspektif Pancasila pada siswa kelas X/1 SMAN 1 Pulau Petak tahun 2022. Pahlawan: Jurnal Pendidikan-Sosial-Budaya, 19(2), 95–106. https://doi.org/10.57216/pah.v19i2.662

Iqbal, I., Suryana, N., & Iqbal, M. (2024). Pengaruh model pembelajaran abad 21 (CLM) dan motivasi belajar terhadap kemampuan Higher Order Thinking Skill (HOTS) mahasiswa. Dharmas Education Journal (DE_Journal), 5(1), 180–189. https://doi.org/10.56667/dejournal.v5i1.1276

Kyndt, E., Raes, E., Lismont, B., Timmers, F., den Bergh, E., & Van Petegem, P. (2020). A meta-analysis of the effects of face-to-face cooperative learning: Do recent studies falsify or verify earlier findings? Educational Research Review, 29, Article 100300. https://doi.org/10.1016/j.edurev.2020.100300

Lee, F. (2023). Using MANCOVA in educational research: Assumptions, effect size, and interpretation. Asia-Pacific Education Statistics, 10(3), 132–141. https://doi.org/10.1016/j.apedstat.2023.06.008

Liou, P. Y., & Kuo, Y. C. (2024). The long-term effects of motivation-based cooperative learning on STEM achievement in early adolescence. Contemporary Educational Psychology, 76, Article 102245. https://doi.org/10.1016/j.cedpsych.2023.102245

Liu, H., Zong, Z., & Feng, Y. (2025). How to promote learners’ knowledge contribution behaviours in peer assessment? The key mediating role of learning motivation. Acta Psychologica, 260, 105494. https://doi.org/10.1016/J.ACTPSY.2025.105494

Ma, W., Motevalli, S., Kuang, X., & Song, R. (2025). The mediating role of emotion regulation and cognitive flexibility in the relationship between cooperative learning and social skills of students: A cross-sectional study. BMC Psychology, 13(1), 1302–. https://doi.org/10.1186/S40359-025-03649-1

Mahendra, Y., Mulyawan, G., & Putri, V. K. (2023). Transformasi pembelajaran sosiologi: Peran keterampilan 4C di abad ke-21. P2M STKIP Siliwangi, 10(2), 120–131. https://doi.org/10.22460/p2m.v10i2.4188

Marginson, S., Seong, T. Y., & Xu, X. (2024). Global trends in STEM education policy: Integration, equity, and innovation. Compare: A Journal of Comparative and International Education, 54(1), 1–19. https://doi.org/10.1080/03057925.2023.2215678

Martin, A. J., Collie, R. J., & Malmberg, L. E. (2022). Motivation and engagement in adolescence: A person-centered perspective. Educational Psychologist, 57(3), 189–207. https://doi.org/10.1080/00461520.2022.2078310

Maula, H. M., Dwi, A., & Khalim, N. (2026). Implementation of the STAD type cooperative learning model to improve students’ learning motivation. PrimEdu: Asian Journal of Primary Education, 1(1), 49–61. https://jurnalannur.ac.id/index.php/primedu/article/view/2519

Mongkau, J. G., & Pangkey, R. D. H. (2024). Kurikulum Merdeka: Memperkuat keterampilan abad 21 untuk Generasi Emas. Journal on Education, 6(4), 22018–22030. https://doi.org/10.31004/joe.v6i4.6323

Msafiri, M. M., Kangwa, D., & Cai, L. (2023). A systematic literature review of ICT integration in secondary education: What works, what does not, and what next? Discover Education, 2(1). https://doi.org/10.1007/s44217-023-00070-x

Nasution, M., Rusdi, R., & Nasution, A. (2024). Development of the STAD cooperative learning model: Enhancing mathematical reasoning and communication skills in higher education. Jurnal Kependidikan: Jurnal Hasil Penelitian dan Kajian Kepustakaan di Bidang Pendidikan, Pengajaran, dan Pembelajaran, 10(1), 325. https://doi.org/10.33394/jk.v10i1.10784

Odutayo, A. O., & Fonseca, K. H. L. (2024). Making quadratic functions interesting: Students Teams-Achievement Division instructional strategy. Eurasia Journal of Mathematics, Science and Technology Education, 20(1), em2386. https://doi.org/10.29333/ejmste/14092

Pohan, A. E., Noviarti, N., & Saipul, M. (2023). Legitimazing of collaborative learning as a recommended learning model in Society 5.0 era in Indonesia. Cahaya Pendidikan, 9(1), 42–53. https://doi.org/10.33373/chypend.v9i1.4893

Prihandini, F., & Savitri, J. (2021). Peran teacher support terhadap school engagement pada siswa SMA “X” Bandung. Humanitas (Jurnal Psikologi), 5(1), 27–42. https://doi.org/10.28932/humanitas.v5i1.2780

Qi, C., Zuo, S., & Li, G. (2025). The relationship between project-based learning and mathematics achievement: Mediating roles of attitudes towards cooperation and motivation. Current Psychology, 44(19), 15781–15794. https://doi.org/10.1007/S12144-025-08319-4

Rafique, Z. M. A. (2021). The effectiveness of cooperative learning approach in vocabulary development of intermediate students. Pakistan Journal of Educational Research, 4(4). https://doi.org/10.52337/pjer.v4i4.378

Reeve, J., & Cheon, S. H. (2021). Autonomy-supportive teaching: Its malleability, benefits, and potential to improve educational practice. Educational Psychologist, 56(1), 54–77. https://doi.org/10.1080/00461520.2020.1862657

Safirah, A. D., Ningsih, Y. F., Suhartiningsih, S., Masyhud, M. S., & Hutama, F. S. (2024). Model problem-based learning dengan pendekatan culturally responsive teaching terhadap keterampilan berpikir kritis siswa SD. Jurnal Review Pendidikan Dasar: Jurnal Kajian Pendidikan dan Hasil Penelitian, 10(2), 87–96. https://doi.org/10.26740/jrpd.v10n2.p87-96

Safitri, N. (2022). The STEAM approach to improve 21st century skills in elementary schools. Kalam Cendekia: Jurnal Ilmiah Kependidikan, 10(2), 227. https://doi.org/10.20961/jkc.v10i2.65493

Senior, I. A. A., & Ampofo, I. A. J. (2024). Global education: The need for innovative approach towards engaging intellectually brilliant students. Tuning Journal for Higher Education, 11(2), 335–360. https://doi.org/10.18543/tjhe.2564

Shao, Y., Kang, S., Lu, Q., Zhang, C., & Li, R. (2024). How peer relationships affect academic achievement among junior high school students: The chain mediating roles of learning motivation and learning engagement. BMC Psychology, 12(1), 278–. https://doi.org/10.1186/S40359-024-01780-Z

Sikhosana, L. (2022). Clarifying the significance of instructional methodologies for environmental education integration. International Journal of Research in Business and Social Science (2147-4478), 11(7), 240–248. https://doi.org/10.20525/ijrbs.v11i7.2016

Siregar, T., Setiana, E., & Lubis, N. (2023). Impact of basic psychological need satisfaction on academic burnout: A PLS-SEM analysis. https://doi.org/10.4108/eai.24-11-2022.2332582

Sopia, S. (2025). Implementasi Kurikulum Merdeka melalui pembelajaran berbasis proyek pada Sekolah Penggerak SMPIT Al Fityan Boarding School Bogor. Secondary: Jurnal Inovasi Pendidikan Menengah, 5(1), 180–187. https://doi.org/10.51878/secondary.v5i1.4070

Suhirman, S., & Prayogi, S. (2023). Overcoming challenges in STEM education: A literature review that leads to effective pedagogy in STEM learning. Jurnal Penelitian Pendidikan IPA, 9(8), 432–443. https://doi.org/10.29303/jppipa.v9i8.4715

Supa’at, S., & Ihsan, I. (2023). The challenges of elementary education in Society 5.0 era. International Journal of Social Learning (IJSL), 3(3), 341–360. https://doi.org/10.47134/IJSL.V3I3.214

Suryana, C., & Iskandar, S. (2022). Kepemimpinan kepala sekolah dalam menerapkan konsep Merdeka Belajar di sekolah dasar. Jurnal Basicedu, 6(4), 7317–7326. https://doi.org/10.31004/basicedu.v6i4.3485

Tabachnick, B. G., & Fidell, L. S. (2024). Using multivariate statistics (8th ed.). Pearson. https://doi.org/10.4324/9781003432260

Taher, S. (2023). Enhancing secondary education in nuclear science technology: Exploring effective practices and capacity-building strategies. JEP. https://doi.org/10.7176/jep/14-25-07

Vallerand, R. J., Pelletier, L. G., Blais, M. R., Brière, N. M., Senécal, C., & Vallières, E. F. (2022). The Academic Motivation Scale: A measure of intrinsic, extrinsic, and amotivation in education. Motivation Science, 8(2), 156–172. https://doi.org/10.1037/mot0000242

Widiastuti, I. (2025). Assessing the impact of education policies in Indonesia: Challenges, achievement, and future direction. AL-ISHLAH: Jurnal Pendidikan, 17(2), 1955–1964. https://doi.org/10.35445/ALISHLAH.V17I2.6803

Widyantini, G. A. P. Y., Suastra, I. W., & Arnyana, I. B. P. (2023). Pengaruh model project-based learning berorientasi penguatan Profil Pelajar Pancasila terhadap kemampuan berpikir kreatif dan motivasi berprestasi siswa SMA. Jurnal Pendidikan MIPA, 13(1), 243–248. https://doi.org/10.37630/jpm.v13i1.873

Wu, D., & Dong, X. (2024). Autonomy support, peer relations, and teacher-student interactions: Implications for psychological well-being in language learning. Frontiers in Psychology, 15, 1358776. https://doi.org/10.3389/FPSYG.2024.1358776/FULL

Xu, S., & Li, D. (2025). Autonomy-supportive music teaching, collective learning, flow, and music students’ well-being: A mediational model. Acta Psychologica, 254, 104827. https://doi.org/10.1016/J.ACTPSY.2025.104827

Xu, X., Shi, Z., Bos, N. A., & Wu, H. (2023). Student engagement and learning outcomes: An empirical study applying a four-dimensional framework. Medical Education Online, 28(1). https://doi.org/10.1080/10872981.2023.2268347

Zhang, D., & Liu, Y. (2021). Motivational design in cooperative learning: Impacts on student engagement and achievement in mathematics. Learning and Individual Differences, 89, Article 102032. https://doi.org/10.1016/j.lindif.2021.102032

Published
2026-07-15
How to Cite
Siswosuharjo, P., Al-Bahra, A.-B., Purnomo, A. C., & Suciana, E. (2026). The Effect of a Motivation-Based STAD Learning Model on Students’ Academic Achievement in Mathematics and Science. Journal La Edusci, 7(4), 1064-1083. https://doi.org/10.37899/journallaedusci.v7i4.3286