Examining Self-Efficacy Sources, mATSI-Based Attitudes, and Performance: A Student-Centric Approach to Specialized Science Curriculum Redesign
Agnes Madamba | Judy Ann Sonday | Zayda Asuncion | Jimmy Valdez | Weyalein Balonquita
Discipline: others in psychology
Abstract:
This study aimed to investigate the relationships among self-efficacy, attitudes towards specialized science (measured
by the Modified Attitudes Toward Science Inventory [mATSI]), and academic performance among junior high school
students. A descriptive-correlational design was employed to assess students' science self-efficacy, attitudes, and
academic performance, and to examine the factors influencing these variables. Data were collected using validated
survey instruments for self-efficacy and attitudes, along with students' final grades in science, and analyzed using
descriptive statistics, correlation analysis, and regression analysis. Findings indicated moderate self-efficacy and
favorable attitudes. Regression analysis revealed that social persuasion and emotional states strongly influenced selfefficacy, while "desire to do science" was the key predictor of attitudes. Academic performance was proficient to
highly proficient based on Department of Education standards. A strong positive correlation existed between selfefficacy and attitude, but not with performance. The study recommends curriculum redesign focus on enhancing
mastery and vicarious experiences, strengthening social persuasion, addressing emotional states, connecting science
to real-world applications, and fostering student autonomy. Interventions should prioritize grades 8 and 9 to foster a
positive learning environment, improve self-efficacy, and enhance student engagement in specialized science.
References:
- Akben, N. (2020). Effects of the problem-posing approach on students’ problem-solving skills and metacognitive awareness in science education. Research in Science Education, 50(3), 1143–1165. https://doi.org/10.1007/s11165-018-9726-7
- American Psychological Association. (2025). APA Dictionary of Psychology. https://dictionary.apa.org/attitude
- Ballotpedia. (2024). Glossary of education terms. https://ballotpedia.org/Glossary_of_education_terms
- Bandura, A. (1977). Self-efficacy: Toward a unifying theory of behavioral change. Psychological Review, 84(2), 191–215. https://doi.org/10.1037/0033-295X.84.2.191
- Britner, D. D., & Pajares, F. (2006). Sources of science self-efficacy beliefs of middle school students. Journal of Research in Science Teaching, 43(9), 947-970.
- Church, A. T. (1987). Personality research in Black communities: A critical review. Journal of Research in Personality, 21(4), 517–552. https://doi.org/10.1016/0092-6566(87)90040-5
- Creswell, J. W., & Creswell, J. D. (2018). Research design: Qualitative, quantitative, and mixed methods approach (5th ed.). SAGE Publications.
- David, E. J. R. (2009). Filipino psychology in the Philippines and the United States: From indigenization to globalization. Ateneo de Manila University Press.
- Darling-Hammond, L. (2010). The flat world and education: How America’s commitment to equity will determine our future. Teachers College Press.
- Department of Education. (2015). DepEd Order No. 8, s. 2015: Policy guidelines on classroom assessment for the K to 12 basic education program. https://www.deped.gov.ph/
- Fishbein, M., & Ajzen, I. (1972). Attitudes and opinions. In P. H. Mussen & M. R. Rosenzweig (Eds.), Annual review of psychology (pp. 487–544). Annual Review.
- Fisher, M. R., Jr., & Bandy, J. (2019). Assessing student learning. Vanderbilt University Center for Teaching. https://cft.vanderbilt.edu/assessing-student-learning/
- Fraenkel, J. R., Wallen, N. E., & Hyun, H. H. (2012). How to design and evaluate research in education (8th ed.). McGraw-Hill.
- Garra, M., & Dela Cruz, F. (2023). Academic performance of Grade 8 learners in science during face-to-face class at General Emilio Aguinaldo National High School. World Journal of Advanced Research and Reviews, 19(1), 563–579. https://doi.org/10.30574/wjarr.2023.19.1.1367
- Gürsoy, K., Bebek, G., & Bülbül, S. (2023). The effect of STEM education practices on academic achievement and scientific process skills: A meta-analysis study. Journal of Pedagogical Sociology and Psychology, 5(3), 221-246. https://doi.org/10.33902/jpsp.202324071
- Hasanah, R. S., Sholihin, H., & Nugraha, I. (2021). An investigation of junior high school students’ science self-efficacy and its correlation with their science achievement in different school systems. Journal of Science Learning, 4(2), 192–202.
- Hayat, A. A., Shateri, K., Amini, M., & Shokrpour, N. (2020). Relationships between academic self-efficacy, learning-related emotions, and metacognitive learning strategies with academic performance in medical students: A structural equation model. BMC
- Hidi, S., & Renninger, K. A. (2006). The four-phase model of interest development. Educational Psychologist, 41(2), 111–127. https://doi.org/10.1207/s15326985ep4102_4
- Holbrook, J., & Rannikmäe, M. (2009). The meaning of scientific literacy. International Journal of Environmental and Science Education, 4(3), 275–288.
- Hu, X., Jiang, Y., & Bi, H. (2022). Measuring science self-efficacy with a focus on the perceived competence dimension: using mixed methods to develop an instrument and explore changes through cross-sectional and longitudinal analyses in high school. IJ STEM Education, 9, 47. https://doi.org/10.1186/s40594-022-00363-x
- Mao, P., Cai, Z., He, J., Chen, X., & Fan, X. (2021). The relationship between attitude toward science and academic achievement in science: A three-level meta-analysis. Frontiers in Psychology, 12, Article 784068. https://doi.org/10.3389/fpsyg.2021.784068
- National Research Council. (2012). A framework for K-12 science education: Practices, crosscutting concepts, and core ideas. The National Academies Press.
- Oje, O., Adesope, O., & Oje, A. V. (2021, July). Work in Progress: The Effects of Hands-on Learning on STEM Students’ Motivation and Self-efficacy: A Meta-Analysis. Paper presented at the 2021 ASEE Virtual Annual Conference Content Access, Virtual Conference. https://doi.org/10.18260/1-2--38204
- Osborne, J., Simon, S., & Collins, S. (2003). Attitudes towards science: A review of the literature and its implications. International Journal of Science Education, 25(9), 1049-1079.
- Ozcan, H., & Koca, E. (2020). Development of the attitude towards science scale: A validity and reliability study. Eurasian Journal of Educational Research, 20(85), 109-134.
- Pedrona, L. M. L. (2020). Science-related factors affecting students’ attitude towards science and their academic performance [Doctoral dissertation, Foundation University]. ProQuest Dissertations and Theses Global.
- Peura, P., Aro, T., Räikkönen, E., Viholainen, H., Koponen, T., Usher, E., & Aro, M. (2021). Trajectories of change in reading self-efficacy: A longitudinal analysis of self-efficacy and its sources. Contemporary Educational Psychology, 64, Article 101947. https://doi.org/10.1016/j.cedpsych.2021.101947
- Potvin, P., & Hasni, A. (2014). Interest, motivation and attitude towards science and technology at K-12 levels: A systematic review of 12 years of educational research. Studies in Science Education, 50(1), 51–81. https://doi.org/10.1080/09500693.2014.887943
- Retni S, B., Dwi Agus, K., Elza, T., & Rahmat, P. (2021). Evaluation of the results of attitudes and self-efficacy of middle school students in science subjects. Journal of Education Research and Evaluation, 5(4), 525. https://doi.org/10.23887/jere.v5i4.36409
- Riopel, L. (2019). Measuring self-efficacy with scales and questionnaires. PositivePsychology.com. https://positivepsychology.com/self-efficacy-scales/
- Shavelson, R. J., Hubner, J. J., & Stanton, G. C. (1976). Self-concept: Validation of construct interpretations. Review of Educational Research, 46(3), 407–441. https://doi.org/10.3102/00346543046003407
- Schunk, D. H., & Pajares, F. (2009). Self-efficacy theory. In K. R. Wentzel & A. Wigfield (Eds.), Handbook of motivation at school (pp. 35–53). Routledge.
- Susilawati, N. A., & Paidi. (2022). Attitudes towards science: A study of gender differences and grade level. European Journal of Educational Research, 11(2), 599-608. https://doi.org/10.12973/eu-jer.11.2.599
- Tai, R. H., Ryoo, J. H., Skeeles-Worley, A., & Lee, H. S. (2022). (Re-)Designing a measure of student’s attitudes toward science: A longitudinal psychometric approach. IJ STEM Education, 9, 12. https://doi.org/10.1186/s40594-022-00332-4
- Tobias, S. (1985). Learning from instruction: A cognitive psychology point of view. Academic Press.
- Triandis, H. C. (1995). Individualism and collectivism. Westview Press.
- Tyler, R., & Osborne, J. (2012). Student attitudes and aspirations towards science. In B. J. Fraser, K. G. Tobin, & C. J. McRobbie (Eds.), Second international handbook of science education (Vol. 41, pp. 597-626). Springer. https://doi.org/10.1007/978-1-4020-9041-7_41
- Uitto, M. A., Laine, S., & Plihtari, L. (2021). Factors explaining students’ attitudes towards learning genetics and belief in genetic determinism. Studies in Science Education, 57(3), 397-418. https://doi.org/10.1080/09500693.2021.1917789
- Wang, M., & Eccles, J. S. (2013). Multidimensional self-efficacy in science: Exploring its motivational influences on students’ choices in science careers. Journal of Educational Psychology, 105(2), 534-551.
- Weinburgh, M. E., & Steele, D. (2000). The modified attitudes toward science inventory: Developing an instrument to be used with fifth grade urban students. Journal of Women and Minorities in Science and Engineering, 6(1), 87-94. http://www.pearweb.org/atis/tools/7.
- Wigfield & Eccles, 2000: Wigfield, A., & Eccles, J. S. (2000). Expectancy–value theory of achievement motivation. Contemporary Educational Psychology, 25(1), 68–81. https://doi.org/10.1006/ceps.1999.1015