Present in Class, Elsewhere Online: Fear of Missing Out as a Modest Predictor of Cyberslacking among Indonesian First Year Health Sciences Students
Keywords:
Basic psychological needs, Cyberloafing, Digital distraction, Effect size, Sensitivity analysisAbstract
Cyberslacking, the nonacademic use of the internet during instruction, may undermine learning in demanding health sciences curricula. Drawing on Self Determination Theory, this study examined whether fear of missing out (FoMO) predicted cyberslacking among first year students and how robust this prediction was to unmeasured confounding. In a predictive correlational design, 79 first year students of the Faculty of Medicine and Health Sciences, Universitas Jambi, Indonesia, completed the Online Fear of Missing Out Inventory (α = .86) and the Cyberslacking Scale (α = .91). Simple linear regression was supplemented by sensitivity analyses for omitted variable bias. FoMO positively predicted cyberslacking (β = .27, 95% CI [.05, .46], p = .016), yet it explained only 7.3% of the variance, a small effect (f² = .08). The inference would be overturned if 19% of the estimate reflected bias or if an omitted confounder, such as device exposure, correlated about .25 with both variables. FoMO was therefore a statistically significant but modest and only moderately robust predictor, with more than 90% of the variance in cyberslacking attributable to other factors. FoMO oriented digital literacy should be one component of broader strategies addressing self regulation, instructional engagement, and classroom device norms.
References
Akbari, M., Seydavi, M., Palmieri, S., Mansueto, G., Caselli, G., & Spada, M. M. (2021). Fear of missing out (FoMO) and internet use: A comprehensive systematic review and meta-analysis. Journal of Behavioral Addictions, 10(4), 879–900. https://doi.org/10.1556/2006.2021.00083
Akbulut, Y., Dursun, Ö. Ö., Dönmez, O., & Şahin, Y. L. (2016). In search of a measure to investigate cyberloafing in educational settings. Computers in Human Behavior, 55, 616–625. https://doi.org/10.1016/j.chb.2015.11.002
Alt, D. (2015). College students’ academic motivation, media engagement and fear of missing out. Computers in Human Behavior, 49, 111–119. https://doi.org/10.1016/j.chb.2015.02.057
Alt, D. (2017). Students’ social media engagement and fear of missing out (FoMO) in a diverse classroom. Journal of Computing in Higher Education, 29(2), 388–410. https://doi.org/10.1007/s12528-017-9149-x
Alvaridzi, R. A. D., & Ardelia, V. (2025). Dilema mahasiswa di era digital: Korelasi antara FoMO dan cyberslacking. Character: Jurnal Penelitian Psikologi, 12(1).
Asosiasi Penyelenggara Jasa Internet Indonesia. (2024). Laporan survei penetrasi internet Indonesia 2024. APJII.
Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Lawrence Erlbaum Associates.
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
Elhai, J. D., Yang, H., & Montag, C. (2021). Fear of missing out (FOMO): Overview, theoretical underpinnings, and literature review on relations with severity of negative affectivity and problematic technology use. Brazilian Journal of Psychiatry, 43(2), 203–209. https://doi.org/10.1590/1516-4446-2020-0870
Faul, F., Erdfelder, E., Buchner, A., & Lang, A.-G. (2009). Statistical power analyses using G*Power 3.1: Tests for correlation and regression analyses. Behavior Research Methods, 41(4), 1149–1160. https://doi.org/10.3758/BRM.41.4.1149
Fioravanti, G., Casale, S., Bocci Benucci, S., Prostamo, A., Falone, A., Ricca, V., & Rotella, F. (2021). Fear of missing out and social networking sites use and abuse: A meta-analysis. Computers in Human Behavior, 122, 106839. https://doi.org/10.1016/j.chb.2021.106839
Frank, K. A. (2000). Impact of a confounding variable on a regression coefficient. Sociological Methods & Research, 29(2), 147–194. https://doi.org/10.1177/0049124100029002001
Frank, K. A., Maroulis, S. J., Duong, M. Q., & Kelcey, B. M. (2013). What would it take to change an inference? Using Rubin’s causal model to interpret the robustness of causal inferences. Educational Evaluation and Policy Analysis, 35(4), 437–460. https://doi.org/10.3102/0162373713493129
Funder, D. C., & Ozer, D. J. (2019). Evaluating effect size in psychological research: Sense and nonsense. Advances in Methods and Practices in Psychological Science, 2(2), 156–168. https://doi.org/10.1177/2515245919847202
Gignac, G. E., & Szodorai, E. T. (2016). Effect size guidelines for individual differences researchers. Personality and Individual Differences, 102, 74–78. https://doi.org/10.1016/j.paid.2016.06.069
Gökçearslan, Ş., Mumcu, F. K., Haşlaman, T., & Çevik, Y. D. (2016). Modelling smartphone addiction: The role of smartphone usage, self-regulation, general self-efficacy and cyberloafing in university students. Computers in Human Behavior, 63, 639–649. https://doi.org/10.1016/j.chb.2016.05.091
Junco, R. (2012). In-class multitasking and academic performance. Computers in Human Behavior, 28(6), 2236–2243. https://doi.org/10.1016/j.chb.2012.06.031
Kardefelt-Winther, D. (2014). A conceptual and methodological critique of internet addiction research: Towards a model of compensatory internet use. Computers in Human Behavior, 31, 351–354. https://doi.org/10.1016/j.chb.2013.10.059
Kurniawan, R., & Utami, R. H. (2022). Validation of Online Fear of Missing Out (ON-FoMO) scale in Indonesian version. Jurnal Neo Konseling, 4(3). https://doi.org/10.24036/00651kons2022
Li, X., & Liu, D. (2022). The influence of technostress on cyberslacking of college students in technology-enhanced learning: Mediating effects of deficient self-control and burnout. International Journal of Environmental Research and Public Health, 19(18), 11800. https://doi.org/10.3390/ijerph191811800
McKee, P. C., Budnick, C. J., Walters, K. S., & Antonios, I. (2022). College student Fear of Missing Out (FoMO) and maladaptive behavior: Traditional statistical modeling and predictive analysis using machine learning. PLOS ONE, 17(10), e0274698. https://doi.org/10.1371/journal.pone.0274698
Mercado, B. K., Giordano, C., & Dilchert, S. (2017). A meta-analytic investigation of cyberloafing. Career Development International, 22(5), 546–564. https://doi.org/10.1108/CDI-08-2017-0142
Ningrum, D. S., & Pratisti, W. D. (2026). Self-regulation sebagai mediator hubungan loneliness dan fear of missing out dengan perilaku cyberslacking mahasiswa. Jurnal Psikologi, 22(1), 10–22. https://doi.org/10.24014/psikologi.v22i1.32764
Nunnally, J. C., & Bernstein, I. H. (1994). Psychometric theory (3rd ed.). McGraw-Hill.
Periantalo, J. (2019). Penelitian kuantitatif untuk psikologi. Pustaka Pelajar.
Przybylski, A. K., Murayama, K., DeHaan, C. R., & Gladwell, V. (2013). Motivational, emotional, and behavioral correlates of fear of missing out. Computers in Human Behavior, 29(4), 1841–1848. https://doi.org/10.1016/j.chb.2013.02.014
Ravizza, S. M., Uitvlugt, M. G., & Fenn, K. M. (2017). Logged in and zoned out: How laptop internet use relates to classroom learning. Psychological Science, 28(2), 171–180. https://doi.org/10.1177/0956797616677314
Rozgonjuk, D., Elhai, J. D., Ryan, T., & Scott, G. G. (2019). Fear of missing out is associated with disrupted activities from receiving smartphone notifications and surface learning in college students. Computers & Education, 140, 103590. https://doi.org/10.1016/j.compedu.2019.05.016
Sette, C. P., Lima, N. R. S., Queluz, F. N. F. R., Ferrari, B. L., & Hauck, N. (2020). The Online Fear of Missing Out Inventory (ON-FoMO): Development and validation of a new tool. Journal of Technology in Behavioral Science, 5(1), 20–29. https://doi.org/10.1007/s41347-019-00110-0
Simanjuntak, E., Fajrianthi, F., & Purwono, U. (2019). Skala cyberslacking pada mahasiswa. Jurnal Psikologi, 18(1), 55–68. https://doi.org/10.14710/jp.18.1.55-68
Tabachnick, B. G., & Fidell, L. S. (2019). Using multivariate statistics (7th ed.). Pearson.
Tandon, A., Dhir, A., Almugren, I., AlNemer, G. N., & Mäntymäki, M. (2021). Fear of missing out (FoMO) among social media users: A systematic literature review, synthesis and framework for future research. Internet Research, 31(3), 782–821. https://doi.org/10.1108/INTR-11-2019-0455
Taneja, A., Fiore, V., & Fischer, B. (2015). Cyber-slacking in the classroom: Potential for digital distraction in the new age. Computers & Education, 82, 141–151. https://doi.org/10.1016/j.compedu.2014.11.009
Williams, M. N., Grajales, C. A. G., & Kurkiewicz, D. (2013). Assumptions of multiple regression: Correcting two misconceptions. Practical Assessment, Research & Evaluation, 18, Article 11.
Wu, J., Mei, W., & Ugrin, J. C. (2018). Student cyberloafing in and out of the classroom in China and the relationship with student performance. Cyberpsychology, Behavior, and Social Networking, 21(3), 199–204. https://doi.org/10.1089/cyber.2017.0397
Zamzani, S., Ahmad, & Ahkam, M. (2024). Hubungan regulasi diri dengan cyberslacking pada mahasiswa di Universitas Negeri Makassar. Pinisi Journal of Art, Humanity & Social Studies, 4(2), 26–34.
Zhou, J., Jin, L., & Hu, Y. (2025). From distraction to addiction? Understanding academic cyberslacking as a behavioral dependency among medical students. Frontiers in Psychology, 16, 1592370. https://doi.org/10.3389/fpsyg.2025.1592370



