Predicting Physics Students’ Academic Performance: The Impact of Attitude, Self-Efficacy, and Personality Traits
DOI:
https://doi.org/10.70232/jrep.v1i2.13Keywords:
Academic Performance, Attitude, Impact, Personality Trait, Physics, Self-EfficacyAbstract
The study examined the predictive impact of attitude, self-efficacy, and personality traits on the academic performance of high school students in physics. A multistage random sampling technique was used to select 210 research subjects between the ages of 16 and 22 (SD=1.80) from three high schools in the Berekum East Municipality of Ghana. Three standardised questionnaires as primary data sources, namely: Attitude Toward Physics Learning (ATPL), Physics Learning Self-Efficacy (PLSE), and Students’ Personality Trait Inventory (SPTI), and additionally, Students’ Physics Mock Examinations scores as a secondary data source, were used for data collection and analysis through multiple regression. Data collected from respondents were compiled, sorted, edited and coded into the Statistical Package for the Social Sciences (SPSS) version 23. The results revealed a joint impact of 21.100% of the variance in attitude, self-efficacy, and personality traits in predicting the academic performance of students in physics. Furthermore, the multiple regression analysis revealed that student attitudes, self-efficacy, and personality traits significantly impact student academic performance in physics. The analysis further revealed that students’ personality traits best explained students’ academic performance in Physics (β = 0.232, t = 3.423; p < 0.050), followed by self-efficacy (β = 0.192, t = 2.738; p < 0.050), and attitude (β = 0.121, t = 2.011; p < 0.05). Based on the results obtained, the study recommended that physics students in the Berekum East Municipality’s attitudes, self-efficacy, and personality traits should be given greater attention by physics teachers, and other stakeholders because of their positive impact on students’ academic performance in physics.
References
Abel, J., Buff, C., & Burr, S. (2016). Social media and the fear of missing out: scale development and assessment. Journal of Business & Economics Research, 14(1), 33-44. https://doi.org/10.19030/jber.v14i1.9554
Achufusi, N., Utakaj. N., Onuh, C. C., & Okonkwoe, O. (2019). Secondary school students’ self-efficacy and motivation as correlates of their achievement in physics. Journal of Research & Method in Education, 9(3),75-80. https://doi.org/10.9790/1959-0903017580
Alrabai, F. (2018). The association between the self-efficacy of Saudi students and their academic performance in English as a foreign language. Theory and Practice in Language Studies, 8(10), 1351-1360. https://doi.org/10.17507/tpls.0810.14
Anderson, S. C., Gensowski, M., Ludeke, S. G., & John, O. P. (2020). A stable relationship between personality and academic performance from childhood through adolescence. An original study and replication in hundred-thousand-person samples. https://doi.org/10.1111/jopy.12538
Anwer, N. P., & Bhutta, S. M. (2014). Students’ attitude towards Science in lower secondary classes: Comparison across regions. Journal of Education Research, 17(1), 77-90.
Arandia, E., Zuza, K., & Guisasola, J. (2016). Attitudes and motivations towards Physics and its learning at both high schools and university. International Journal of Education and Information Technologies, 10, 58-65.
Ayoola, W., F. (2019). Students’ motivation and self-efficacy as a correlate of achievement in senior secondary school II Physics in Ogun State, Nigeria. EAS Journal of Psychology and Behavioural Sciences, 1(1), 79-83. https://doi.org/10.36349/EASJPBS.2019.v01i05.001
Ballah, G. A., & Okoronka, U. A. (2015). Attitude and academic performance of senior secondary school students in physics in Nigeria. International Conference on Education, Social Sciences and Humanities, 2, 499–508.
Bandura, A. (1986). Self-efficacy: The exercise of control. Freeman.
Bandura, A. (1997). Social foundations of thought and action: A social cognitive theory. Prentice-Hall.
Baran, M. (2016, January 21). An analysis of high school students’ perceptions of Physics courses in terms of gender(A sample from Turkey). https://doi.org/1011114/jets.v4i3.1243
Bate, G. P., Velos, S. P., Gimena, G. B., & Go, M. B. (2022). Influence of iq and personality on college students’ academic performance in a philippine state university. Journal of Positive School Psychology, 5876-5882.
Bhandari, P. (2020, March 20). What is multicollinearity? Retrieved from https://www.analyticsvidhya.com/blog/2020/03/what-ismulticol linearity/
Capris, B. (2013). Investigating university students’ attitudes towards Physics lesson, their self-efficacy beliefs, and burnout levels for the prediction of their academic success in physics lessons. Educational Research and Reviews, 8(10), 646-652. https://doi.org/10.5897/ERR2012.1105
Chamorro-Premuzic, T., & Furnham, A. (2022). Personality traits and academic performance in Physics: The role of extraversion in group learning settings. Journal of Educational Psychology, 114 (2), 234-247. https://doi.org/10.1002/per.473
Cohen, L., Manion, L., & Morrison, K. (2018). Research methods in education (8th ed). Routledge.
Cramer, D., & Howitt, D. (2004). The SAGE dictionary of statistics: A practical resource for students in the Social Sciences. SAGE Publications.
Creative Research System (2012). Sample size calculator. Retrieved from https: www.surveysystem.com
Cristobal, E., Flavian, C., & Guinaliu, M. (2007). Perceived e-service quality (PeSQ): measurement validation and effects on consumer satisfaction and website loyalty. Management Service Quality, 17(3), 317-340. https://psycnet.apa.org/doi/10.1108/09604520710744326
Deary, I. J., Strand, S., Smith, P., & Fernandes, C. (2021). The role of neuroticism in academic performance: Evidence from physics students. Personality and Individual Differences, 169, 110146.
Deniz, G., & Hatice, O. (2016). The effects of students’ Physics self-efficacy, and achievement motivation on their learning approaches. Australian Academy of Business and Economics Review, 2(4) 303-309.
Downey, L. A., Lomas, J., Billings, C., Hansen, K., & Stough, C. (2014). Scholastic success: Fluid intelligence, personality, and emotional intelligence. Canadian Journal of School Psychology, 29(1), 40-53. https://doi.org/10.1177/0829573513505411
George, R. (2006). Measuring change in students’ attitude towards Science over time: An application of latent variable growth modelling. Journal of Science Education and Technology, 9(3), 213-223. http://dx.doi.org/10.1023/A:1009491500456
Guido, R. M. (2013). Attitude and motivation towards learning physics. International Journal of Engineering Research and Technology, 2(11), 2087-2094.
Hwang, M. H., Choi, H. C., Lee, A., Culver, J. D., & Hutchison, B. (2016). The relationship between self-efficacy and academic achievement: A 5-year panel analysis. The Asia-Pacific Education Researcher, 25, 89-98. https://doi.org/10.1007/s40299-015-0236-3
Ibrahim, N., Zakiang, M. A. A., & Damio, S. M. (2019). Attitude in Learning Physics among Form Four Students. Social and Management Research Journal, 16(2), 19. https://doi.org/10.24191/smrj.v16i2.7060
Ijeh, R. O., Daniel, O. U., & Peter, A. (2021). Attitude and perceptions of students towards learning of physics in colleges of education affiliated to Delta State University, Abraka. IOSR Journal of Research & Method in Education, 11(5), 25–30. https://doi.org/10.9790/7388-1105052530
Jean de la Croix, S., & Xavier, M. (2016, April 14). The attitude of physics students towards physics at the college of science and technology- University of Rwanda. Retrieved from https://www.semamticscholar.org/paper/Attitude-of-Physics-students-towards-Physics-atMushinzima naSinaruguliye/a8474a28 fafb3db7259b597dcd2c873f7021
Kapngero, L. (2018). Teacher-factors influencing academic performance in secondary school students in physics: A study of secondary schools in Bureti Sub County, Kericho County, Kenya: M. Dissertation, MOI University, Kenya.
Lang, F. R., John, D., Lüdtke, O., Schupp, & Wagner, G. G. (2011). Short assessment of the Big Five: Robust across survey methods except telephone interviewing. Behaviour Research Methods, 43(2), 548-567. https://doi.org/10.3758/s13428-011-0066-z
Leech, N., Barrett, K. & Morgan, G. (2011). IBM SPSS for intermediate statistics. Routledge.
Li, L. K. (2012). A study of the attitude, self-efficacy, effort, and academic achievement of city university students towards research methods and statistics. Discovery SS Students E-Journal, 1, 154-183.
Mabee, M. K. A., Haruna, T. Z., & Salifu, A. (2021). Attitude of Students Towards the Study of Physics: A Case of Tamale College of Education, Ghana. Journal of Education and Learning Technology, 2(1), 10–16. https://doi.org/10.38159/jelt.2021212
Mekonnen, S. (2014, March 14). Problems challenging the academic performance of Physics students in the higher government institutions in the case of Arbaminch, Wolayita Sodo, Hawassa and Nilla universities. https://doi.org/10.4236/ns.2012.65037
Murunga, J. J., Kepher, M. S., Awinja, S., Enos, E., Kisaka, R., Watiti, B., Mwalo, M. M. (2019, November 3). Effect of secondary school students’ attitude towards Physics on their academic performance. https://doi.org/10.21474/IJARO1/10139
Noftle, E. E., & Robins, R. W. (2020). Conscientiousness and academic performance in Physics: A longitudinal study. Personality and Social Psychology Bulletin, 46(5), 701-713.
Olojo, O. J., Akinwumi, I. O., & Olofin, S. O. (2022). Comparative Analysis of Secondary School Students’ Performance in Science Subjects in Ekiti State, Nigeria. British Journal of Education, 10(3), 73-84.
Ozel, M., Caglak, S., & Erdogan, M. (2013). Are affective factors a good predictor of Science achievement? Examine the role of affective factors based on PISA 2006. Learn. Ind.
Poropat, A. E. (2016). Beyond the shadow: The role of personality and temperament in learning. In L. Corno, & E. Anderman, (Eds.) Handbook of Educational Psychology (pp. 172-185). American Psychological Association, Division 15-Educational.
Potters, C. (2021, October 31). Variance inflation factor. Retrieved from https://www.investopedia.com/terms/v/variance-inflationfactor.asp#
Poultsakis, S., Papadakis, S., Kalogiannakis, M., & Psycharis, S. (2021). The management of Digital Learning Objects of Natural Sciences and Digital Experiment Simulation Tools by teachers. Advances in Mobile Learning Educational Research, 1(2), 58–71. https://doi.org/10.25082/amler.20 21.02.002
Ramnarain, U., & Ramaila, S. (2018). The relationship between chemistry self-efficacy of South African first year university students and their academic performance. Chemistry Education Research and Practice, 19(1), 60-67. https://doi.org/10.1039/C7RP00110J
Rashid, M. A., & Zaman, S. U. (2018). Effects of teacher’s behaviour on academic performance of students.
Razali, N. M., & Wah, Y. B. (2011). Power of Shapiro-Wilk, Kolmogorov-Smirnov, Lilliefors, and Anderson-Darling tests. Journal of Statistical Modeling and Analytics, 2(1), 21-33.
Rosales-Ronquillo, C. A., & Hernández-Jácquez, L. F. (2020). Academic self-efficacy and its relationship with academic performance in nutrition students. Revista Electrónica Educare, 24(3), 139-155.
Sofiani, D., Maulida, A. S., Fadhillah, N., & Sihite, D. Y. (2017). Gender Differences in Students’ Attitude towards Science. Journal of Physics: Conference Series, 895(1). https://doi.org/10.1088/1742-6596/895/1/012168
Stankov, L., Lee, J., Luo, W., & Hogan, D. J. (2012). Confidence: A better predictor of academic achievement than self-efficacy, self-concept, and anxiety. Learning and Individual Difference, 22, 747-758. https://psycnet.apa.org/doi/10.1016/j.lindif.2012.05.013
Suprapto, N., & Chih-Hsiung, K. (2017). Conception of learning Physics and self-efficacy among Indonesian university students. Journal of Baltic Education, 16 (1), 7-19. http://dx.doi.org/10.33225/jbse/17.16.07
Taber, K. S. (2018). The use of Cronbach’s Alpha when developing and reporting research instruments in Science education. Research in Science Education, 48 (1), 1273-1296. https://doi.org/10.1007/s11165-016-9602-2
Tenaw, Y. A. (2013). Relationship between self-efficacy, academic achievement, and gender in Analytical Chemistry at Debre Markos College of Teacher Education. African Journal of Chemical Education, 3 (1), 3-28.
Tomšik, R. (2018, June 29). Impact of big five personality traits on academic performance of university students. Retrieved from https://links/5b35ddf04585150d23e09a5a/Impact-of-Big-Five-Personality-Traits-on-Academic-Performance-of-Unversitystudents.pdf?origin=publication_detail
UK Essays (2018, November). Effects of students’ attitude on their performance. Retrieved from https://www.ukessays.com/essays/psychology/effects-of-students-attitude-on-their-performance-psychology-essay.php?vref=1
van Rooij, C. M., Jansen, P. W., & van de Grift, J. C. (2017). Factors that contribute to secondary school students’ self-efficacy in being a successful university student. Research in Post-Compulsory Education, 22(40), 535-555. http://dx.doi.org/10.1080/13596748.2017.1381301
van Voorhis, C. R., & Morgan, B. L. (2007). Understanding power and rules of thumb for determining sample size. Tutorials in Quantitative Methods for Psychology, 3(2), 43-50. http://dx.doi.org/10.20982/tqmp.03.2.p043
Veloo, A., Nor, R., & Khalid, R. (2015). Attitude towards Physics and additional mathematics achievement towards Physics achievement. International Education Studies, 8(3), 35-43. https://doi.org/10.5539/ies.v8n3p35
Yerdelen-Damar, S., & Pesman, H. (2013). Relation of gender and socioeconomic status to Physics through metacognition and self-efficacy. The Journal of Educational Research, 106(4), 280-289. https://psycnet.apa.org/doi/10.1080/00220671.2012.692729
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