Social Media Addiction and Academic Adjustment: The Mediating or Moderating Effect of Grit Personality

Abstract

The high attrition rate among Malaysian tertiary students have drawn the attention of educators and policy makers, and poor academic adjustment is regarded as one of the factors. Therefore, it is important to find out factors that are relevant to their poor academic adjustment so that intervention programs can be designed to improve their adjustment. Social media addiction and the grit personality have found to be significant factors that affect academic performance. However, it is not clear how the three variables interact with each other. Accordingly, this study adopts the essentialist and contextual perspectives to examine the relationships among these three variables, especially whether grit is a mediator or moderate for the relationship. 210 undergraduates were recruited by using the purposive sampling method and were asked to fill in a questionnaire. Partial Least Squares Structural Equation Modelling was used to analyze the data. The results showed that social media addiction is negatively associated with grit personality and academic adjustment, and grit is positively associated with academic adjustment. In addition, grit is a statistical mediator rather than a statistical moderator for the effect of social media addiction on academic lifestyle. The findings support the contextual perspective on personality that grit personality is a state that can be changed by certain social context. The findings reveal the importance of providing a positive social context for tertiary students who are undergoing a transition period, so that their grit personality can be developed and thus enhance their academic adjustment.

Keywords

• academic adjustment
• social media addiction
• grit
• tertiary education
• Malaysia

References

1. Anderson, J. R., Guan, Y., & Koc, Y. (2016). The academic adjustment scale: Measuring the adjustment of permanent resident or sojourner students. International Journal of Intercultural Relations, 54, 68–76. doi: 10.1016/j.ijintrel.2016.07.006
2. Ang, C. S., Lee, K. F., & Dipolog-Ubanan, G. F. (2019). Determinants of First-Year Student Identity and satisfaction in higher education: A quantitative case study. SAGE Open, 9(2), 2158244019846689. doi: 10.1177%2F2158244019846689
3. Baker, S. R. (2004). Intrinsic, extrinsic, and amotivational orientations: Their role in university adjustment, stress, well-being, and subsequent academic performance. Current Psychology, 23(3), 189–202. doi: 10.1007/s12144-004-1019-9
4. Bányai, F., Zsila, Á., Király, O., Maraz, A., Elekes, Z., Griffiths, M. D., … Demetrovics, Z. (2017). Problematic social media use: Results from a large-scale nationally representative adolescent sample. PLoS One, 12(1), e0169839. doi: 10.1371/journal.pone.0169839
5. Caspi, A., Roberts, B. W., & Shiner, R. L. (2005). Personality development: Stability and change. Annu. Rev. Psychol., 56, 453–484. doi: 10.1146/annurev.psych.55.090902.141913
6. Chaplin, W. F. (2007). Moderator and mediator models in personality research: A basic introduction. In R. W. Robins, R. C. Fraley, & R. F. Kreuger (Eds.), Handbook of Research Methods in Personality Psychology (pp. 602–362). New York, NY: The Guilford Press.
7. 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. doi: 10.1037/0022- 3514.92.6.1087
8. 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. doi: 10.1080/00223890802634290

9. Eskreis-Winkler, L., Shulman, E. P., Beal, S., & Duckworth, A. L. (2014). The grit effect: Predicting retention in the military, the workplace, school and marriage. Frontiers in Psychology, 5, 36. doi: 10.3389/fpsyg.2014.00036
10. Hadi, N. U., Abdullah, N., & Sentosa, I. (2016). Making sense of mediating analysis: A marketing perspective. Review of Integrative Business & Economics Research, 5(2), 62–76. https://sibresearch.org/uploads/3/4/0/9/34097180/riber_k16-003__62-76_.pdf
11. Hair Jr, J. F., Hult, G. T. M., Ringle, C., & Sarstedt, M. (2016). A primer on partial least squares structural equation modeling (PLS-SEM). Thousand Oaks, CA: Sage Publications.
12. Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115– 135. doi: 10.1007/s11747-014-0403-8
13. Hou, Y., Xiong, D., Jiang, T., Song, L., & Wang, Q. (2019). Social media addiction: Its impact, mediation, and intervention. Cyberpsychology: Journal of Psychosocial Research on Cyberspace, 13(1). doi: 10.5817/CP2019- 1-4
14. Lajiun, J. (2012, September 26). Staggering dropout rate before SPM. Retrieved 17 April 2018, from BorneoPost Online | Borneo, Malaysia, Sarawak Daily News website: http://www.theborneopost.com/2012/09/26/staggering-dropout-rate-before-spm/
15. Lepp, A., Barkley, J. E., & Karpinski, A. C. (2014). The relationship between cell phone use, academic performance, anxiety, and satisfaction with life in college students. Computers in Human Behavior, 31, 343–350. doi: 10.1016/j.chb.2013.10.049
16. Maddi, S. R., Erwin, L. M., Carmody, C. L., Villarreal, B. J., White, M., & Gundersen, K. K. (2013). Relationship of hardiness, grit, and emotional intelligence to internet addiction, excessive consumer spending, and gambling. The Journal of Positive Psychology, 8(2), 128–134. doi: 10.1080/17439760.2012.758306
17. Malaysia Ministry of Higher Education. (2015). Indikator pengajian tinggi Malaysia: 2013. Retrieved 12 October 2015, from http://www.mohe.gov.my/web_statistik/Indikator_Pengajian_Tinggi_Malaysia_2013.pdf
18. Malaysian Communications and Multimedia Commission. (2018). Internet Users Survey 2018. Retrieved from https://www.mcmc.gov.my/skmmgovmy/media/General/pdf/Internet-Users-Survey-2018.pdf
19. Ni, X., Qian, Y., & Wang, Y. (2017). Factors affecting pathological Internet use among Chinese university students. Social Behavior and Personality: An International Journal, 45(7), 1057–1068. doi: 10.2224/sbp.6039
20. Reinecke, L., Meier, A., Aufenanger, S., Beutel, M. E., Dreier, M., Quiring, O., … Müller, K. W. (2018). Permanently online and permanently procrastinating? The mediating role of Internet use for the effects of trait procrastination on psychological health and well-being. New Media & Society, 20(3), 862– 880. doi: 10.1177%2F1461444816675437
21. Sahin, C. (2018). Social Media Addiction Scale-Student Form: The Reliability and Validity Study. Turkish Online Journal of Educational Technology-TOJET, 17(1), 169–182. https://files.eric.ed.gov/fulltext/EJ1165731.pdf
22. Siah, P. C. (2016). Grit as a predictor of adolescents’ mobile phone addiction. Education and Health, 34, 87–90. http://sheu.org.uk/x/EH/eh344finalpcs.pdf
23. Siah, P. C., Ng, A. H. W., Dharmaraj, E., Foo, C., Tan, S. M., & Walton Wider. (2019). Grit personality as a mediator or moderator for the effects of internet addiction on procrastination. Journal of Institutional Research South East Asia, 17, 18–32. http://www.seaairweb.info/journal/JIRSEA_v17_n2_2019.pdf#page=28
24. Siah, Poh Chua, Christina Ong, S. B., Tan, S. M., Sim, C. P., & Thoo, R. Y. (2018). Factors affecting school choice: What do Malaysian Chinese parents want? Journal of School Choice, 12(1), 34–51. doi: 10.1080/15582159.2017.1408001
25. Specht, J., Egloff, B., & Schmukle, S. C. (2011). Stability and change of personality across the life course: The impact of age and major life events on mean-level and rank-order stability of the Big Five. Journal of Personality and Social Psychology, 101(4), 862. doi: 10.1037/a0024950
26. Thatcher, A., Wretschko, G., & Fridjhon, P. (2008). Online flow experiences, problematic Internet use and Internet procrastination. Computers in Human Behavior, 24(5), 2236–2254. doi: 10.1016/j.chb.2007.10.008
27. van Rooij, E. C., Jansen, E. P., & van de Grift, W. J. (2018). First-year university students’ academic success: The importance of academic adjustment. European Journal of Psychology of Education, 33(4), 749–767. doi: 10.1007/s10212-017-0347-8