Abstract
This study examined the predictive influence of academic motivation and self-efficacy on learning outcomes among secondary school students in Bayelsa State, Nigeria. A descriptive correlational research design was adopted, involving 600 Senior Secondary School II students selected through multi-stage stratified random sampling. Data were collected using adapted versions of the Academic Motivation Scale and the General Self-Efficacy Scale, alongside students’ terminal examination scores in English Language and Mathematics. Pearson correlation and multiple regression analyses were employed at the 0.05 level of significance. Results revealed significant positive relationships between academic motivation, self-efficacy, and learning outcomes. The regression model indicated that academic motivation and self-efficacy jointly accounted for 46.8% of the variance in students’ learning outcomes, with self-efficacy emerging as the strongest predictor. The findings underscore the importance of strengthening students’ efficacy beliefs alongside motivational strategies to enhance academic performance in secondary schools.References
Adiele, E. E., & Abraham, N. M. (2023). Psychological correlates of academic achievement among secondary school students in Southern Nigeria. Journal of Education in Developing Economies, 8(1), 12–24.
Amanchi, K. U. (2022). Socio-economic stressors and academic persistence in the Niger Delta: A psychological perspective. Port Harcourt Journal of Educational Studies, 7(2), 88–101.
Ayub, N. (2023). Academic motivation and its impact on student performance: A longitudinal study. International Journal of Educational Management, 37 (2), 115–130. https://doi.org/10.1108/IJEM-06-2022-0214
Bandura, A. (1997). Self-efficacy: The exercise of control. W.H. Freeman and Company.
Bayelsa State Ministry of Education. (2023). Annual education sector review and performance report. Government Press, Yenagoa.
Cohen, J., Cohen, P., West, S. G., & Aiken, L. S. (2013). Applied multiple regression/correlation analysis for the behavioral sciences. Routledge.
Deci, E. L., & Ryan, R. M. (2008). Self-determination theory: A macro-theory of human motivation, development, and health. Canadian Psychology, 49 (3), 182–185. https://doi.org/10.1037/a0012801
DiBenedetto, M. K., & Schunk, D. H. (2022). Self-efficacy in education revisited. Educational Psychologist, 57 (3), 143–155. https://doi.org/10.1080/00461520.2022.2084605
Ebiere, P., & Dorgu, T. E. (2022). Influence of school environment on academic performance of secondary school students in Bayelsa State, Nigeria. Journal of Educational Realities, 12 (1), 45–58.
Ekpo, K., & Effiong, J. (2024). Motivation and self-efficacy as predictors of career choice among secondary students in the South-South geopolitical zone. Nigerian Journal of Applied Psychology, 22 (3), 201–218.
Field, A. (2024). Discovering statistics using IBM SPSS statistics (6th ed.). SAGE Publications.
García-Pérez, L., & Ortega, M. (2024). The role of self-efficacy in STEM learning outcomes: A meta-analysis. Journal of Science Education and Technology, 33 (1), 45–59.
Howard, J. L., Bureau, J. S., Guay, F., Chong, J. X., & 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
Jeno, L. M., Adachi, P. J., Grytnes, J. A., Vandvik, V., & Sorebo, O. (2019). The effects of m-learning on students' mobile-efficacy, interest, and achievement: A self-determination theory perspective. Computers & Education, 130, 1–19.
Li, Y., & Zhang, X. (2025). Digital self-efficacy and learning engagement in hybrid secondary education. Computers in Human Behavior, 152, 107–122.
Nnamani, S. C., & Oyibe, O. A. (2021). Gender and academic achievement of secondary school students in social studies in South-East Nigeria. International Journal of Evaluation and Research in Education, 10 (1), 211–217.
Nworgu, B. G. (2023). Educational research: Basic issues and methodology (6th ed.). University Trust Publishers.
Obodoeze, F. C. (2024). Digital tools for research and academic writing in West African Higher Education. Myrasoft Academic Press.
Okoro, C. C. (2023). Motivation and cognitive engagement: A study of Nigerian secondary school learners. African Academic Press.
Oladipo, S. E. (2021). Psychological capital and academic performance: The Nigerian experience. African Journal of Theory and Practice of Educational Research, 5 (2), 67–79.
Pajares, F. (1996). Self-efficacy beliefs in academic settings. Review of Educational Research, 66 (4), 543–578.
Pallant, J. (2020). SPSS survival manual: A step by step guide to data analysis using IBM SPSS. McGraw-Hill Education.
Ryan, R. M., & Deci, E. L. (2020). Intrinsic and extrinsic motivation from a self-determination theory perspective: Definitions, theory, and cognitive consequences. Contemporary Educational Psychology, 61, 101860.
Schunk, D. H., & DiBenedetto, M. K. (2021). Self-efficacy and human motivation. Advances in Motivation Science, 8, 153–179. https://doi.org/10.1016/bs.adms.2020.10.001
Ubulom, W. J., & Ogwunte, P. C. (2022). Academic self-concept, self-efficacy and students’ performance in Mathematics in secondary schools in Rivers State. International Journal of Innovative Development and Policy Studies, 10 (2), 1 –14.
UNESCO. (2023). Global education monitoring report: Technology in education. UNESCO Publishing.
Usher, E. L., & Schunk, D. H. (2022). Social cognitive theoretical perspective of self-regulation. In Handbook of Self-Regulation of Learning and Performance. Routledge.
Zimmerman, B. J., & Schunk, D. H. (Eds.). (2021). Self-regulated learning and academic achievement: Theoretical perspectives. Routledge.

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
Copyright (c) 2026 Ebikabowei Musah, Ebiketone Diema Enoch, Esther T. Bruce-Agbogidi (Author)
