The Relationship between Metacognitive Awareness, Self-Efficacy and Learning Motivation on Biology Learning Outcomes of Grade XI Students of State Senior High Schools in Soppeng Regency
DOI:
10.29303/jppipa.v12i5.15117Published:
2026-05-25Downloads
Abstract
This study aims to analyze the relationship between metacognitive awareness, self-efficacy, and learning motivation on biology learning outcomes of eleventh-grade students in public high schools in Soppeng Regency, both directly and indirectly. This quantitative study employed an ex post facto correlation approach with Structural Equation Modeling (SEM) analysis techniques. A sample of 505 students was selected using simple random sampling and proportional sampling techniques from a total population of 1.444 students. The instruments used included questionnaires on metacognitive awareness, self-efficacy, and learning motivation, as well as a biology learning achievement test. The results showed that metacognitive awareness was significantly related to learning motivation (p=0.00), but had no direct effect on learning outcomes (p=0.06). Self-efficacy was significantly related to learning outcomes (p=0.01), but not significantly to learning motivation (p=0.06). Learning motivation was also significantly related to learning outcomes (p=0.00). Indirectly, metacognitive awareness has a significant relationship with learning outcomes through the mediation of learning motivation (p=0.00) and self-efficacy (p=0.02). However, the indirect relationship between self-efficacy and learning outcomes through learning motivation was not significant (p=0.16). The conclusion of this study confirms that learning motivation plays a crucial role as a primary mediator. Increasing metacognitive awareness and self-efficacy needs to be optimized in an integrated manner to improve student learning outcomes.
Keywords:
Learning Motivation Learning Outcomes Metacognitive Awareness Self-EfficacyReferences
Abdelrahman, R. M. (2020). Metacognitive awareness and academic motivation and their impact on academic achievement of Ajman University students. Heliyon, 6(9), e04192. https://doi.org/10.1016/j.heliyon.2020.e04192 DOI: https://doi.org/10.1016/j.heliyon.2020.e04192
Acosta-Gonzaga, E., & Ramirez-Arellano, A. (2021). The Influence of Motivation, Emotions, Cognition, and Metacognition on Students’ Learning Performance: A Comparative Study in Higher Education in Blended and Traditional Contexts. Sage Open, 11(2), 21582440211027561. https://doi.org/10.1177/21582440211027561 DOI: https://doi.org/10.1177/21582440211027561
Akamatsu, D., Nakaya, M., & Koizumi, R. (2019). Effects of Metacognitive Strategies on the Self-Regulated Learning Process: The Mediating Effects of Self-Efficacy. Behavioral Sciences, 9(12), 128. https://doi.org/10.3390/bs9120128 DOI: https://doi.org/10.3390/bs9120128
Almayez, M. A., Al-khresheh, M. H., AL-Qadri, A. H., Alkhateeb, I. A., & Alomaim, T. I. M. (2025). Motivation and English self-efficacy in online learning applications among Saudi EFL learners: Exploring the mediating role of self-regulated learning strategies. Acta Psychologica, 254, 104796. https://doi.org/10.1016/j.actpsy.2025.104796 DOI: https://doi.org/10.1016/j.actpsy.2025.104796
AL-Qadri, A. H., Mouas, S., Saraa, N., & Boudouaia, A. (2024). Measuring academic self-efficacy and learning outcomes: The mediating role of university English students’ academic commitment. Asian-Pacific Journal of Second and Foreign Language Education, 9(1), 35. https://doi.org/10.1186/s40862-024-00253-5 DOI: https://doi.org/10.1186/s40862-024-00253-5
An, D., Ye, C., & Liu, S. (2024). The influence of metacognition on learning engagement the mediating effect of learning strategy and learning behavior. Current Psychology, 43(40), 31241–31253. https://doi.org/10.1007/s12144-024-06400-y DOI: https://doi.org/10.1007/s12144-024-06400-y
Anthonysamy, L., Wut, T. E., & Lim, O. W. (2025). Metacognitive strategy interventions to improve analytical thinking skills: A quasi-experimental study. Social Sciences & Humanities Open, 12, 102021. https://doi.org/10.1016/j.ssaho.2025.102021 DOI: https://doi.org/10.1016/j.ssaho.2025.102021
Duratun, A. D., & Maryani, I. (2023). The Influence of Self-Efficacy on Metacognition Skills of High Grade Students. International Journal of Elementary Education, 7(3), 403–409. https://doi.org/10.23887/ijee.v7i3.62125 DOI: https://doi.org/10.23887/ijee.v7i3.62125
Eren, E., Yada, A., Schwab, S., & Savolainen, H. (2025). Teacher student-specific self-efficacy and its impact on students’ academic self-concept, emotional well-being and social inclusion. Teaching and Teacher Education, 165, 105152. https://doi.org/10.1016/j.tate.2025.105152 DOI: https://doi.org/10.1016/j.tate.2025.105152
Geng, X., & Su, Y.-S. (2025). The effects of different metacognitive patterns on students’ self-regulated learning in blended learning. Computers & Education, 227, 105211. https://doi.org/10.1016/j.compedu.2024.105211 DOI: https://doi.org/10.1016/j.compedu.2024.105211
Hashmi, Z. F., Iqbal, J., Asghar, M. Z., & Siming, L. (2026). The influence of online learning interactions on self-regulated learning: Mediating role of technology proficiencies among higher education students. Open Learning: The Journal of Open, Distance and e-Learning, 41(1), 41–66. https://doi.org/10.1080/02680513.2025.2492657 DOI: https://doi.org/10.1080/02680513.2025.2492657
Hepburn, S.-J., Trompf, M., Hodges, J., MacLeod, L. M., Ma, T., Teng, J., Johnson, A., Boyle, C., & Sanders, M. (2025). Creating a positive home-school partnership through professional learning for teachers – A scoping review of the international literature. Teaching and Teacher Education, 165, 105127. https://doi.org/10.1016/j.tate.2025.105127 DOI: https://doi.org/10.1016/j.tate.2025.105127
Ho, W. W. Y., & Lau, Y. H. Y. (2025). Role of reflective practice and metacognitive awareness in the relationship between experiential learning and positive mirror effects: A serial mediation model. Teaching and Teacher Education, 157, 104947. https://doi.org/10.1016/j.tate.2025.104947 DOI: https://doi.org/10.1016/j.tate.2025.104947
Honicke, T., Broadbent, J., & Fuller-Tyszkiewicz, M. (2023). The self-efficacy and academic performance reciprocal relationship: The influence of task difficulty and baseline achievement on learner trajectory. Higher Education Research & Development, 42(8), 1936–1953. https://doi.org/10.1080/07294360.2023.2197194 DOI: https://doi.org/10.1080/07294360.2023.2197194
Huang, X., Bernacki, M. L., Kim, D., & Hong, W. (2022). Examining the role of self-efficacy and online metacognitive monitoring behaviors in undergraduate life science education. Learning and Instruction, 80, 101577. https://doi.org/10.1016/j.learninstruc.2021.101577 DOI: https://doi.org/10.1016/j.learninstruc.2021.101577
Jiang, L., Zhang, S., Li, J., Gong, Y., Sun, N., Wang, H., Xiao, T., & Yi, X. (2025). Individuals with High Mindfulness Are Better at Metacognitive Ability: A Latent Profile Analysis Approach. Behavioral Sciences, 15(10), 1341. https://doi.org/10.3390/bs15101341 DOI: https://doi.org/10.3390/bs15101341
Jiang, Y., & Yang, X. (2022). Individual and contextual determinants of students’ learning and performance. Educational Psychology, 42(4), 397–400. https://doi.org/10.1080/01443410.2022.2055958 DOI: https://doi.org/10.1080/01443410.2022.2055958
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 DOI: https://doi.org/10.1080/2331186X.2025.2482482
Kelty, N. E., & Wakabayashi, T. (2020). Family Engagement in Schools: Parent, Educator, and Community Perspectives. Sage Open, 10(4), 2158244020973024. https://doi.org/10.1177/2158244020973024 DOI: https://doi.org/10.1177/2158244020973024
Kleka, P., Brycz, H., Zięba, M., & Fanslau, A. (2024). Longitudinal study of metacognition’s role in self-efficacy and hope development. Scientific Reports, 14(1), 29379. https://doi.org/10.1038/s41598-024-80180-0 DOI: https://doi.org/10.1038/s41598-024-80180-0
Leasa, M., Batlolona, J. R., Jamaludin, J., Nuniary, S., & Salhuteru, V. (2023). Elementary School Students’ Metacognitive Awareness: PBL Study with HPC Strategy in Science Learning. Jurnal Penelitian Pendidikan IPA, 9(10), 8982–8989. https://doi.org/10.29303/jppipa.v9i10.3686 DOI: https://doi.org/10.29303/jppipa.v9i10.3686
Meng, Q., & Zhang, Q. (2023). The Influence of Academic Self-Efficacy on University Students’ Academic Performance: The Mediating Effect of Academic Engagement. Sustainability, 15(7), 5767. https://doi.org/10.3390/su15075767 DOI: https://doi.org/10.3390/su15075767
Miao, H., Guo, R., & Li, M. (2025). The influence of research self-efficacy and learning engagement on Ed.D students’ academic achievement. Frontiers in Psychology, 16, 1562354. https://doi.org/10.3389/fpsyg.2025.1562354 DOI: https://doi.org/10.3389/fpsyg.2025.1562354
Monika, & Adman. (2017). Peran efikasi diri dan motivasi belajar dalam meningkatkan hasil belajar siswa sekolah menengah kejuruan. Jurnal Pendidikan Manajemen Perkantoran, 2(2). https://doi.org/10.17509/jpm.v2i2 DOI: https://doi.org/10.17509/jpm.v2i2.8111
Prifti, R. (2022). Self–efficacy and student satisfaction in the context of blended learning courses. Open Learning: The Journal of Open, Distance and e-Learning, 37(2), 111–125. https://doi.org/10.1080/02680513.2020.1755642 DOI: https://doi.org/10.1080/02680513.2020.1755642
Ramdhani, L. I., Triana, D. D., & Madani, F. (2024). Enhancing Student Learning Outcomes through Formative Assessment: A Systematic Literature Review. Mimbar Ilmu, 29(3), 529–536. https://doi.org/10.23887/mi.v29i3.89840 DOI: https://doi.org/10.23887/mi.v29i3.89840
Ramirez-Arellano, A. (2019). Students learning pathways in higher blended education: An analysis of complex networks perspective. Computers & Education, 141, 103634. https://doi.org/10.1016/j.compedu.2019.103634 DOI: https://doi.org/10.1016/j.compedu.2019.103634
Rivas, S. F., Saiz, C., & Ossa, C. (2022). Metacognitive Strategies and Development of Critical Thinking in Higher Education. Frontiers in Psychology, 13, 913219. https://doi.org/10.3389/fpsyg.2022.913219 DOI: https://doi.org/10.3389/fpsyg.2022.913219
Rožman, M., Vrečko, I., & Tominc, P. (2025). Psychological Factors Impacting Academic Performance Among Business Studies’ Students. Education Sciences, 15(2), 121. https://doi.org/10.3390/educsci15020121 DOI: https://doi.org/10.3390/educsci15020121
Sadeghi, R., Beigzadeh, A., Bordbar, S., & Yusefi, A. R. (2025). Exploring the mediating role of academic self-efficacy between responsibility and academic success: A cross-sectional study at Sirjan school of medical sciences, Iran. Discover Education, 5(1), 61. https://doi.org/10.1007/s44217-025-01077-2 DOI: https://doi.org/10.1007/s44217-025-01077-2
Sander, Z. M., Rieder, V., & Spinath, B. (2025). Expectations versus reality: Motivational outcomes of unmet course-specific expectations in higher education. International Journal of Educational Research, 134, 102843. https://doi.org/10.1016/j.ijer.2025.102843 DOI: https://doi.org/10.1016/j.ijer.2025.102843
Sapulete, H., Sopacua, F., & Sopacua, V. (2024). The Analysis of Students’ Metacognitive Skills in Physics through Problem-Solving Strategies in Physics Education Students. Jurnal Penelitian Pendidikan IPA, 10(7), 4453–4460. https://doi.org/10.29303/jppipa.v10i7.7102 DOI: https://doi.org/10.29303/jppipa.v10i7.7102
Siziba, T., Geduld, B., & Du Toit-Brits, C. (2025). Empowering learners: Exploring teacher perceptions in motivating and fostering self-directed learning skills. Cogent Education, 12(1), 2548351. https://doi.org/10.1080/2331186X.2025.2548351 DOI: https://doi.org/10.1080/2331186X.2025.2548351
Smarandache, I. G., Maricutoiu, L. P., Ilie, M. D., Iancu, D. E., & Mladenovici, V. (2022). Students’ approach to learning: Evidence regarding the importance of the interest-to-effort ratio. Higher Education Research & Development, 41(2), 546–561. https://doi.org/10.1080/07294360.2020.1865283 DOI: https://doi.org/10.1080/07294360.2020.1865283
Stanton, J. D., Sebesta, A. J., & Dunlosky, J. (2021). Fostering metacognition to support student learning and performance. CBE—Life Sciences Education, 20(2), fe3. https://doi.org/10.1187/cbe.20-12 DOI: https://doi.org/10.1187/cbe.20-12-0289
Timmis, M. A., Hibbs, A., Polman, R., Hayman, R., & Stephens, D. (2024). Previous education experience impacts student expectation and initial experience of transitioning into higher education. Frontiers in Education, 9, 1479546. https://doi.org/10.3389/feduc.2024.1479546 DOI: https://doi.org/10.3389/feduc.2024.1479546
Urban, K., & Urban, M. (2025). Metacognition and motivation in creativity: Examining the roles of self-efficacy and values as cues for metacognitive judgments. Metacognition and Learning, 20(1), 16. https://doi.org/10.1007/s11409-025-09421-5 DOI: https://doi.org/10.1007/s11409-025-09421-5
Urhahne, D., & Wijnia, L. (2023). Theories of Motivation in Education: An Integrative Framework. Educational Psychology Review, 35(2), 45. https://doi.org/10.1007/s10648-023-09767-9 DOI: https://doi.org/10.1007/s10648-023-09767-9
Valenzuela, C. L., & Balon, W. (2026). BSEd-English Students’ Acceptance of ChatGPT in Language Education Research course: A Literature Review. Journal of Digital Learning and Distance Education, 4(10), 1950–1960. https://doi.org/10.56778/jdlde.v4i10.670 DOI: https://doi.org/10.56778/jdlde.v4i10.670
Wangguway, Y., Mandala, A. S., & Ugadje, E. F. (2025). Unraveling the Interplay Between Motivation and Self-Regulated Learning in Learning Statistics: A Case of Higher Education Institutions in Papua. Journal of Education Research and Evaluation, 9(2), 418–429. https://doi.org/10.23887/jere.v9i2.94144 DOI: https://doi.org/10.23887/jere.v9i2.94144
Yang, J. (2021). Revisiting Research Methods in Language Learning Psychology From a Complexity Dynamic System Theory Perspective. Frontiers in Psychology, 12, 741045. https://doi.org/10.3389/fpsyg.2021.741045 DOI: https://doi.org/10.3389/fpsyg.2021.741045
Zega, Y. (2021). Hubungan Metakognitif Dan Self Efficacy Terhadap Hasil Belajar Mahasiswa Pendidikan Matematika Ikip Gunungsitoli. DIDAKTIK: Jurnal Ilmiah Pendidikan, Humaniora, Sains Dan Pembelajarannya, 15(1), 2563-2572. Retrieved from https://shorturl.asia/f8Qz7
Zeitlhofer, I., Hörmann, S., Mann, B., Hallinger, K., & Zumbach, J. (2023). Effects of Cognitive and Metacognitive Prompts on Learning Performance in Digital Learning Environments. Knowledge, 3(2), 277–292. https://doi.org/10.3390/knowledge3020019 DOI: https://doi.org/10.3390/knowledge3020019
License
Copyright (c) 2026 Wirna Arsyad, Muhiddin Palenari, Alimuddin Ali

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).






