Moderation of Learning Motivation on the Effectiveness of Problem-Based Learning on Elementary School Students' Science Literacy: Quasi-Experimental Pretest–Posttest
DOI:
10.29303/jppipa.v12i4.14834Published:
2026-04-25Downloads
Abstract
This research is motivated by the importance of scientific literacy at the elementary school level and the need for an effective learning model to improve it, by considering students' psychological factors such as learning motivation. Objective: This study aims to investigate the effect of Problem-Based Learning (PBL) and learning motivation on elementary school students' scientific literacy, and to test the interaction between the two variables. Method: This study used a quasi-experimental design with a pretest–posttest nonequivalent control group. The sample consisted of 60 fourth-grade students at Mekar Bakti Public Elementary School, Indonesia, divided into two classes (n=30 each). Scientific literacy was measured using a PISA-oriented essay test (scale 0–100), while learning motivation was assessed with a 40-item Likert questionnaire (α=0.884). Data were analyzed using a 2×2 factorial ANOVA and Tukey HSD follow-up test. The findings showed that: Students in the PBL class achieved higher scientific literacy than those in the conventional class (M=78.63 vs 68.57; p=0.001); Students with high motivation outperformed students with low motivation (M=76.67 vs 70.53; p=0.039); There was a significant interaction between PBL and learning motivation (F (1.56) =17.23; p<0.001); The post-hoc test results showed that the PBL-high motivation group performed significantly better than the other three groups. These findings indicate that the PBL model is most effective when student motivation is high.
Keywords:
Elementary School Learning motivation Problem-Based Learning Scientific literacy Quasi-ExperimentReferences
Abdurahman, A., Asfahani, A., Sudarwati, N., Warwer, F., & Asrijal, A. (2023). The influence of problem-based learning model on students’ learning outcomes. International Journal of Trends in Mathematics Education Research, 6(3), 247–255. https://doi.org/10.33122/ijtmer.v6i3.226
Ackermans, K., Bakker, M., Van Loon, A.-M., Kral, M., & Camp, G. (2025). Young learners’ motivation, self-regulation and performance in personalized learning. Computers & Education, 226, 105208. https://doi.org/10.1016/j.compedu.2024.105208
Adah Miller, E., & Li, T. (2025). Manufacturing authenticity as part of written PBL curriculum: Contrived versus spontaneous events. Journal of the Learning Sciences, 1–48. https://doi.org/10.1080/10508406.2025.2557896
Akcay, B., & Benek, İ. (2024). Problem-Based Learning in Türkiye: A Systematic Literature Review of Research in Science Education. Education Sciences, 14(3), 330. https://doi.org/10.3390/educsci14030330
Almulla, M. A. (2020). The Effectiveness of the Project-Based Learning (PBL) Approach as a Way to Engage Students in Learning. Sage Open, 10(3), 2158244020938702. https://doi.org/10.1177/2158244020938702
Al-Thani, N. J., & Ahmad, Z. (2025). Driving Project-Based Learning and Problem-Based Learning Through Research in Middle Schools. In N. J. Al-Thani & Z. Ahmad, Teaching and Learning with Research Cognitive Theory (pp. 45–58). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-87544-1_3
Arani, S. M. N. (2025). Enhancing communication and reducing anxiety: The role of problem-based learning in EFL learners’ psychological development. Ampersand, 15, 100245. https://doi.org/10.1016/j.amper.2025.100245
Atias, O. (2026). How to teach functional scientific literacy? Be sociocultural, but don’t forget the basics. International Journal of Science Education, 48(5), 739–743. https://doi.org/10.1080/09500693.2024.2422553
Bendeliani, N., & Torstensdotter, G. L. (2026). The role of the “problem” in problem-based learning: PBL tutors’ conceptions. Scandinavian Journal of Educational Research, 1–14. https://doi.org/10.1080/00313831.2026.2625211
Bureau, J. S., Howard, J. L., Chong, J. X. Y., & Guay, F. (2022). Pathways to Student Motivation: A Meta-Analysis of Antecedents of Autonomous and Controlled Motivations. Review of Educational Research, 92(1), 46–72. https://doi.org/10.3102/00346543211042426
Damayanti, S., Rahmatan, H., Pada, A. U. T., Nurmaliah, C., & Samingan. (2026). Pengaruh Model Problem Based Learning (PBL) dengan Pendekatan Metakognitif Terhadap Self Regulated Learning (SRL) dan Hasil Belajar. Jurnal Penelitian Pendidikan IPA, 12(3), 385–390. https://doi.org/10.29303/jppipa.v12i3.14155
Dina Restiani, N. L., Margunayasa, I. G., & Arie Paramita, M. V. (2024). Improving Scientific Literacy of Elementary School Students through Problem-Based Learning Model with Balinese Local Wisdom. Jurnal Ilmiah Sekolah Dasar, 7(4), 590–598. https://doi.org/10.23887/jisd.v7i4.62080
Grenier, S., Gagné, M., & O’Neill, T. (2024). Self‐determination theory and its implications for team motivation. Applied Psychology, 73(4), 1833–1865. https://doi.org/10.1111/apps.12526
Gusmaweti, Rigel Prima Sari, & Enjoni. (2023). Application of Problem-Based Learning with Video Assistance to The Learning Outcomes of Science from Students in Class V Elementary. Journal of Digital Learning and Distance Education, 1(12), 387–394. https://doi.org/10.56778/jdlde.v1i12.107
Gusti Alfiyanti, D., & Erita, Y. (2023). The Validity of Teaching Materials Using the Problem-Based Learning Model of Independent Curriculum Social Sciences Materials in Mobility Elementary Schools. Journal of Digital Learning and Distance Education, 2(1), 433–443. https://doi.org/10.56778/jdlde.v2i1.57
Howard, J. L., Bureau, J., Guay, F., Chong, J. X. Y., & Ryan, R. M. (2021). Student Motivation and Associated Outcomes: A Meta-Analysis From Self-Determination Theory. Perspectives on Psychological Science, 16(6), 1300–1323. https://doi.org/10.1177/1745691620966789
Istyadji, M. & Sauqina. (2023). Conception of scientific literacy in the development of scientific literacy assessment tools: A systematic theoretical review. Journal of Turkish Science Education, 20(2), 281–308. https://doi.org/10.36681/tused.2023.016
Kamberi, M. (2025). The types of intrinsic motivation as predictors of academic achievement: The mediating role of deep learning strategy. Cogent Education, 12(1), 2482482. https://doi.org/10.1080/2331186X.2025.2482482
Koçoğlu, A., & Kanadlı, S. (2025). The effect of problem-based learning approach on learning outcomes: A second-order meta-analysis study. Educational Research Review, 48, 100690. https://doi.org/10.1016/j.edurev.2025.100690
Kristiantari, M. G. R., Widiana, I. W., Tristiantari, N. K. D., & Rediani, N. N. (2022). Impact of Prezi Media-Assisted Problem-Based Learning on Scientific Literacy and Independence of Elementary School Students. Journal of Education and E-Learning Research, 9(3), 184–191. https://doi.org/10.20448/jeelr.v9i3.4185
Kubsch, M., Fortus, D., Neumann, K., Nordine, J., & Krajcik, J. (2023). The interplay between students’ motivational profiles and science learning. Journal of Research in Science Teaching, 60(1), 3–25. https://doi.org/10.1002/tea.21789
Lee, Y.-C. (2025). Changes in Learning Outcomes of Students Participating in Problem-Based Learning for the First Time: A Case Study of a Financial Management Course. The Asia-Pacific Education Researcher, 34(1), 511–530. https://doi.org/10.1007/s40299-024-00873-y
Leonia, R. A., Rolina, N., & Suyantri, E. (2025). A Systematic Review of Scientific Literacy in Early Childhood Science Learning: Approaches, Methods, and Media. Jurnal Penelitian Pendidikan IPA, 11(2), 38–46. https://doi.org/10.29303/jppipa.v11i2.10576
Lina, E. (2024). Implementasi Problem Based Learning Berbantuan Media Pembelajaran Inovatif untuk Meningkatkan Literasi Sains Siswa Sekolah Dasar. Jurnal Holistika, 8(2), 88–98. https://doi.org/10.24853/holistika.8.2.88-98
Lu, L., Mustakim, S. S., & Muhamad, M. M. (2025). A Meta-analysis of the Effectiveness of Problem-based Learning on Critical Thinking. European Journal of Educational Research, 14(3), 789–804. https://doi.org/10.12973/eu-jer.14.3.789
O’Donohoe, P., Reasner, D. S., Kovacs, S. M., Byrom, B., Eremenco, S., Barsdorf, A. I., Arnera, V., & Coons, S. J. (2023). Updated Recommendations on Evidence Needed to Support Measurement Comparability Among Modes of Data Collection for Patient-Reported Outcome Measures: A Good Practices Report of an ISPOR Task Force. Value in Health, 26(5), 623–633. https://doi.org/10.1016/j.jval.2023.01.001
Pan, S. C., & Carpenter, S. K. (2023). Prequestioning and Pretesting Effects: A Review of Empirical Research, Theoretical Perspectives, and Implications for Educational Practice. Educational Psychology Review, 35(4), 97. https://doi.org/10.1007/s10648-023-09814-5
Pan, S. C., & Sana, F. (2021). Pretesting versus posttesting: Comparing the pedagogical benefits of errorful generation and retrieval practice. Journal of Experimental Psychology: Applied, 27(2), 237–257. https://doi.org/10.1037/xap0000345
Patzak, A., & Zhang, X. (2025). Blending Teacher Autonomy Support and Provision of Structure in the Classroom for Optimal Motivation: A Systematic Review and Meta-Analysis. Educational Psychology Review, 37(1), 17. https://doi.org/10.1007/s10648-025-09994-2
Qiao, C., Chen, Y., Guo, Q., & Yu, Y. (2024). Understanding science data literacy: A conceptual framework and assessment tool for college students majoring in STEM. International Journal of STEM Education, 11(1), 25. https://doi.org/10.1186/s40594-024-00484-5
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
Rehman, N., Huang, X., Mahmood, A., AlGerafi, M. A. M., & Javed, S. (2024). Project-based learning as a catalyst for 21st-Century skills and student engagement in the math classroom. Heliyon, 10(23), e39988. https://doi.org/10.1016/j.heliyon.2024.e39988
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(1), 26. https://doi.org/10.1186/s40594-025-00547-1
Samsudin, A., Raharjo, T. J., & Widiasih. (2023). Effectiveness of Contextual Teaching Learning (CTL) and Problem Based Learning (PBL) Models in Class VI Science Subjects on Creativity and Learning Outcomes. Jurnal Penelitian Pendidikan IPA, 9(11), 9324–9331. https://doi.org/10.29303/jppipa.v9i11.5290
Setyasih, B. R., Rusdi, R. R., & Ristanto, R. H. (2022). Studi Meta Analisis: Problem-Based Learning terhadap Keterampilan Literasi Sains Peserta Didik. Bioedusiana: Jurnal Pendidikan Biologi, 7(1). https://doi.org/10.37058/bioed.v7i1.4251
Smith, K., Maynard, N., Berry, A., Stephenson, T., Spiteri, T., Corrigan, D., Mansfield, J., Ellerton, P., & Smith, T. (2022). Principles of Problem-Based Learning (PBL) in STEM Education: Using Expert Wisdom and Research to Frame Educational Practice. Education Sciences, 12(10), 728. https://doi.org/10.3390/educsci12100728
Torres-Peña, R. C., Peña-González, D., Lara-Orozco, J. L., Ariza, E. A., & Vergara, D. (2025). Enhancing Numerical Thinking Through Problem Solving: A Teaching Experience for Third-Grade Mathematics. Education Sciences, 15(6), 667. https://doi.org/10.3390/educsci15060667
Wijnia, L., Noordzij, G., Arends, L. R., Rikers, R. M. J. P., & Loyens, S. M. M. (2024). The Effects of Problem-Based, Project-Based, and Case-Based Learning on Students’ Motivation: A Meta-Analysis. Educational Psychology Review, 36(1), 29. https://doi.org/10.1007/s10648-024-09864-3
Wijsman, L. A., Saab, N., Warrens, M. J., Van Driel, J. H., & Westenberg, P. M. (2018). Relations of autonomous and controlled motivation with performance in secondary school students’ favoured and disfavoured subjects. Educational Research and Evaluation, 24(1–2), 51–67. https://doi.org/10.1080/13803611.2018.1512872
Wu, X.-Y. (2024). Unveiling the dynamics of self-regulated learning in project-based learning environments. Heliyon, 10(5), e27335. https://doi.org/10.1016/j.heliyon.2024.e27335
License
Copyright (c) 2026 Rina Astuti, Adhi Susilo, Rai Bagus Triadi

This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors who publish with Jurnal Penelitian Pendidikan IPA, agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution 4.0 International License (CC-BY License). This license allows authors to use all articles, data sets, graphics, and appendices in data mining applications, search engines, web sites, blogs, and other platforms by providing an appropriate reference. The journal allows the author(s) to hold the copyright without restrictions and will retain publishing rights without restrictions.
- 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 acknowledgment of its initial publication in Jurnal Penelitian Pendidikan IPA.
- 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 (See The Effect of Open Access).






