2nd Article | Volume 02 | Issue 03
Investigating the Mediating Effect of Academic Self-Efficacy on Academic Grit and Happiness of University Students
Brandon Nacua Obenza, PhD
College Professor
University of Mindanao, Davao City, Philippines
Kid Mar V. Narido
Associate Professor
University of Mindanao, Davao City, Philippines
Hannah Trisha P. Caman
University Student
University of Mindanao, Davao City, Philippines
Trisha Marisse P. Caton
University Student
University of Mindanao, Davao City, Philippines
Abstract
The central aim of this quantitative non-experimental study was to investigate the mediating effect of self-efficacy on the relationship between academic grit and happiness among college students. The respondents, who were students enrolled in various universities and colleges within Region XI, Philippines, were identified to participate in the survey using a stratified random sampling technique. Descriptive statistics using Jamovi software, including mean and standard deviation, was employed to describe the students' academic grit, academic self-efficacy, and happiness, while mediation analysis using standard algorithm bootstrapping through SmartPLS 4.0 was performed. The preliminary analysis revealed that the measurement model is valid and reliable. Further, the findings revealed that students have high levels of self-efficacy and academic grit but have moderate levels of happiness. The study concluded that academic self-efficacy fully mediates the relationship between academic grit and happiness.
Keywords: academic grit, self-efficacy, happiness, mediation analysis, Philippines
How to cite:
Obenza, B., Narido, K., Caman, H. T., Caton, T. M., Coda, Y., Gonzaga, C., & Minglana S. (2024). Investigating the Mediating Effect of Academic Self-Efficacy on Academic Grit and Happiness of University Students. International Journal of Multidisciplinary Educational Research and Innovation. 2(3), 20-32. https://doi.org/10.17613/e0xc-x221.
References:
Ahmad, S. Batool, A., & Choudhry, A.H. (2019). Path relationship of time management and academic achievement of students in distance learning institutions. Pakistan Journal of Distance and Online Learning, 5(2), 191-208.
Alhadabi, A., & Karpinski, A. C. (2019, October 18). Grit, self-efficacy, achievement orientation goals, and academic performance in university students. International Journal of Adolescence and Youth; Taylor & Francis. https://doi.org/10.1080/02673843.2019.1679202
Amiri, M., Chaman, R., Mohammadnejad, F., & Khosravi, A. (2018). The Correlation between Happiness and Spiritual Health with Academic Self-Efficacy among Medical Sciences Students., 4. https://doi.org/10.22100/IJHS.V4I1.373.
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
Brannen, J. (2017). Mixing Methods: Qualitative and Quantitative Research. Abingdon-on-Thames: Routledge.
Chuented, P., Puranitee, P., Pakakasama, S., & Meepanya, S. (2023). Factors affecting residents’ internal motivation, grit, and well-being. BMC Medical Education, 23(1). https://doi.org/10.1186/s12909-023-04679-2
Clark, K., & Malecki, C. (2019). Academic Grit Scale: Psychometric properties and associations with achievement and life satisfaction. Journal of School Psychology, 72, 49-66. https://doi.org/10.1016/j.jsp.2018.12.001.
Credé, M., Tynan, M. C., & Harms, P. D. (2017). Much ado about grit: A meta-analytic synthesis of the grit literature. Journal of Personality and Social Psychology, 113(3), 492–511. https://doi.org/10.1037/pspp0000102
Deci, E. L., & Ryan, R. M. (2000). The "what" and "why" of goal pursuits: Human needs and the self-determination of behavior. Psychological Inquiry, 11(4), 227-268. https://doi.org/10.1207/S15327965PLI1104_01
Diener, E., Oishi, S., & Tay, L. (2018). Advances in subjective well-being research. Nature Human Behaviour, 2(4), 253-260. https://doi.org/10.1038/s41562-018-0307-6
Duckworth, A. L., & Quinn, P. D. (2009). Development and validation of the Short Grit Scale (GRIT–S). Journal of Personality Assessment, 91(2), 166–174. https://doi.org/10.1080/00223890802634290
Duckworth, A. L., Peterson, C., Matthews, M. D., & Kelly, D. R. (2007). Grit: Perseverance and passion for long-term goals. Journal of Personality and Social Psychology, 92(6), 1087-1101. https://doi.org/10.1037/0022-3514.92.6.1087
Elnaem, M. H., Barakat, M., Mubarak, N., Merali, S., Abdelaziz, D. H., Fathelrahman, A. I., Thabit, A. K., Ramatillah, D. L., Al‐Jumaili, A. A., Syed, N. K., Fathelrahman, M., Hossain, M. S., Baraka, M., Jose, J., Elkalmi, R. M. M., Chandran, S., Elrggal, M. E., & Mansour, N. O. (2023). Evaluation of grit and its associated factors among undergraduate pharmacy students from 14 Asian and Middle Eastern countries amid the COVID-19 pandemic. Saudi Pharmaceutical Journal, 31(3), 410–416. https://doi.org/10.1016/j.jsps.2023.01.008
Feldt, L. S., & Charter, R. A. (2003). Estimating the reliability of a test split into two parts of equal or unequal length. Psychological Methods, 8(1), 102–109. https://doi.org/10.1037/1082-989X.8.1.102.
Fornell, C., & Larcker, D. F. (1981). Evaluating Structural Equation Models with Unobservable Variables and Measurement Error. Journal of Marketing Research, 18(1), 39–50. https://doi.org/10.1177/002224378101800104
Gonzalez, O., & MacKinnon, D. P. (2021). The Measurement of the Mediator and its Influence on Statistical Mediation Conclusions. Psychological Methods, 26(1), 1. https://doi.org/10.1037/met0000263
Graham, S. (2011). Self-efficacy and academic listening. Journal of English for Academic Purposes, 10(2), 113-117. https://doi.org/10.1016/j.jeap.2011.04.001
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 Medical Education, 20(1). https://doi.org/10.1186/s12909-020-01995-9
Henseler, J., Ringle, C. M., & Sarstedt, M. (2014). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115–135. https://doi.org/10.1007/s11747-014-0403-8
Jiang, L., Zhang, S., Li, X., & Luo, F. (2021). How grit influences high school students’ academic performance and the mediation effect of academic self-efficacy and cognitive learning strategies. Current Psychology, 42, 94-103. https://doi.org/10.1007/s12144-020-01306-x.
Khan, B. M., & Khan, A. M. (2017). Grit, happiness and life satisfaction among professionals: a correlational study. Journal of Psychology and Cognition, 02(02). https://doi.org/10.35841/psychology-cognition.2.2.123-132
Kim, & Byung-Man, K. (2018). The Influence of Pre-service Early Childhood Teachers’ Academic Self-Efficacy and Grit on Happiness. Asia-Pacific Journal of Multimedia Services Convergent with Art, Humanities, and Sociology, 8(11), 717–728. https://doi.org/10.35873/ajmahs.2018.8.11.068
Luszczynska, A., Gutiérrez-Doña, B., & Schwarzer, R. (2005). General self-efficacy in various domains of human functioning: Evidence from five countries. International Journal of Psychology, 40(2), 80–89. https://doi.org/10.1080/00207590444000041
Lyubomirsky, S., & Layous, K. (2013). How do simple positive activities increase well-being? Current Directions in Psychological Science, 22(1), 57–62. https://doi.org/10.1177/0963721412469809
Lyubomirsky, S., Sheldon, K. M., & Schkade, D. (2005). Pursuing happiness: The architecture of sustainable change. Review of General Psychology, 9(2), 111–131. https://doi.org/10.1037/1089-2680.9.2.111
MacKinnon, D. P., Fairchild, A. J., & Fritz, M. S. (2007). Mediation Analysis. Annual Review of Psychology, 58, 593. https://doi.org/10.1146/annurev.psych.58.110405.085542
Mehrabian, F., Markiyeh, Z., Kashi, S., & Ashrafi, S. (2020). Happiness, Spiritual Health, and Academic Self-Efficacy among Students of Guilan University of Medical Sciences. https://doi.org/10.52547/cjhr.5.4.73.
Messick S. (1989). Validity In Linn RL (Ed.), Educational measurement (3rd ed., pp. 13–103). New York, NY: American Council on Education and Macmillan.
Nielsen, T., Dammeyer, J., Vang, M. L., & Makransky, G. (2018). Gender fairness in self-efficacy? A Rasch-based validity study of the General Academic Self-efficacy scale (GASE). Scandinavian Journal of Educational Research, 62(5), 664–681. http://doi.org/10.1080/00313831.2017.13067961
Obenza , B. N. ., Sandico. A. V. P., Solis, . A. J. D., Alaba, J. M. G., Majo, . N. R. C., Serios, R. N., Priego, E. M., Janopol, . C. K., & Obenza- Tanudtanud, D. M. N. (2023). Financial Management Behavior and Financial Well-Being of Deped Teachers as Mediated By Financial Self-Efficacy. British International Journal of Applied Economics, Finance and Accounting, 7(6), 17–35. Retrieved from https://aspjournals.org/.../inde.../bijaefa/article/vi
Obenza, B. N., Cuares, C. J., Dumadag, P. J., Goma, A. F., Lozano, R., Mamasu, A. K., Villaseñor, M. P., Yaun, N. A., & Cabahug Jr., B. (2024). The Mediating Effect of Belongingness on Self-Esteem and Positive Mental Health of College Students. Psychology and Education: A Multidisciplinary Journal, 16(4), 495–503. https://doi.org/10.5281/zenodo.10511637
Obenza, B. N., Torralba, A. J., Eupena, A.-S. A. C., Sumayo, G. S., & Abelito, J. T. (2024). Personality Traits and Happiness of University Students in Region XI and Region XII: the Philippine Context. American Journal of Human Psychology, 2(1), 33–40. https://doi.org/10.54536/ajhp.v2i1.2551
Oriol, X., Miranda, R., Oyanedel, J., & Torres, J. (2017). The Role of Self-control and Grit in Domains of School Success in Students of Primary and Secondary School. Frontiers in Psychology, 8. https://doi.org/10.3389/fpsyg.2017.01716.
Özhan, M. (2021). Academic self-efficacy and school burnout in university students: Assessment of the mediating role of grit. Current Psychology, 40, 4235 - 4246. https://doi.org/10.1007/s12144-021-02023-9.
Parsons, V. (2017). Stratified sampling. Wiley StatsRef: Statistics Reference Online, 1–11. https://doi.org/10.1002/9781118445112.stat05999.pub2
Raymunde, P. P., & Caballo, J. H. S. (2023). Happiness Level and Happiness Portrayal among Tertiary Education Institutions Educators. East Asian Journal of Multidisciplinary Research, 2(11), 4499–4512. https://doi.org/10.55927/eajmr.v2i11.6408
Ryff, C. D., & Keyes, C. L. M. (1995). The structure of psychological well-being revisited. Journal of Personality and Social Psychology, 69(4), 719-727. https://doi.org/10.1037/0022-3514.69.4.719
Sagiv, L., Roccas, S., & Hazan, O. (2004). Value Pathways to Well‐Being: Healthy Values, Valued Goal Attainment, and Environmental Congruence. Research Gate, 68–85. https://doi.org/10.1002/9780470939338.ch5
Santos, P. M. D., & Cirillo, M. Â. (2021). Construction of the average variance extracted index for construct validation in structural equation models with adaptive regressions. Communications in Statistics: Simulation and Computation, 52(4), 1639–1650. https://doi.org/10.1080/03610918.2021.1888122
Seligman, M. E. P., & Csikszentmihalyi, M. (2000). Positive psychology: An introduction. American Psychologist, 55(1), 5–14. https://doi.org/10.1037/0003-066X.55.1.5
Sheldon, K. M., & Lyubomirsky, S. (2004). Achieving Sustainable New Happiness: Prospects, Practices, and Prescriptions. In P. A. Linley & S. Joseph (Eds.), Positive psychology in practice (pp. 127–145). John Wiley & Sons, Inc.. https://doi.org/10.1002/9780470939338.ch8
Singh, K., & Jha, S. D. (2008). Positive and negative affect and grit as predictors of happiness and life satisfaction. Journal of the Indian Academy of Applied Psychology, 34(Spec Issue), 40–45.
Skaalvik, E. M., & Skaalvik, S. (2010). Teacher self-efficacy and teacher burnout: A study of relations. Teaching and Teacher Education, 26(4), 1059-1069. https://doi.org/10.1016/j.tate.2009.11.001
Sue, A. C., Mannige, R. V., Deng, H., Cao, D., Wang, C., Gándara, F., Stoddart, J. F., Whitelam, S., & Yaghi, O. M. (2015). The heterogeneity of functional groups in a metal-organic framework displays magic number ratios. Proceedings of the National Academy of Sciences of the United States of America, 112(18), 5591–5596. https://doi.org/10.1073/pnas.1416417112
Taber, K. S. (2017). The use of Cronbach's Alpha when developing and reporting research instruments in science education. Research in Science Education, 48(6), 1273–1296.https://doi.org/10.1007/s11165-016-9602-2
Thissen, D., & Wainer, H. (Eds.). (2001). Test Scoring (1st ed.). Routledge. https://doi.org/10.4324/9781410604729
Toraman, Ç., Aktan, O., & Korkmaz, G. (2022). How Can We Make Students Happier at School? Parental Pressure or Support for Academic Success, Educational Stress and School Happiness of Secondary School Students. https://eric.ed.gov/?id=EJ1328706
Usher, E. L., Li, C. R., Butz, A. R., & Rojas, J. P. (2019). Perseverant grit and self-efficacy: Are both essential for children's academic success? Journal of Educational Psychology, 111(5), 877–902. https://doi.org/10.1037/edu0000324
Uusitalo-Malmivaara, L. (2011). Global and School-Related Happiness in Finnish Children. Journal of Happiness Studies, 13(4), 601–619. https://doi.org/10.1007/s10902-011-9282-6
Van Dinther, M., Dochy, F., & Segers, M. (2011). Factors affecting students' self-efficacy in higher education. Educational Research Review, 6(2), 95–108. https://doi.org/10.1016/j.edurev.2010.10.003
Winandari, N., & Naqiyah, N. (2022). The Influence of The Family Environment and Grit on Student's Academic Self-Efficacy. Bisma The Journal of Counseling. https://doi.org/10.23887/bisma.v6i2.47862.
Van Zyl, Y., & Dhurup, M. (2018b). Self-efficacy and its relationship with satisfaction with life and happiness among university students. Journal of Psychology in Africa/Journal of Psychology in Africa, 28(5), 389–393. https://doi.org/10.1080/14330237.2018.1528760.