Journal of Modern Psychology

Journal of Modern Psychology

The Mediating Role of Online Fear of Missing Out in the Relationship Between Nomophobia and Online Gambling

Document Type : Research Article

Authors
Raymond Nyuke
Michael Marivadze
Geoffrey T Msipa
Ephraim Dera
Gideon K Mupedziswa
Department of Applied Psychology, Faculty of Social Sciences, Midlands State University, Gweru, Zimbabwe
10.22034/jmp.2026.583043.1172
Abstract
Objective: This study aimed to examine the mediating role of online fear of missing out in the relationship between nomophobia and aviator gambling symptoms severity.
Methods: The study’s methodology was associative and cross-sectional in nature. Its population included all university students who resided in the Senga suburb of Gweru, Zimbabwe, during semester time (academic year 2025). 253 students were recruited using convenience and snowball sampling methods. Students completed the Nomophobia Questionnaire, Online Fear of Missing Out Inventory and the adapted Online Gambling Symptom Assessment Scale. Descriptive statistics, Pearson’s product moment correlation and structural equation modelling were used to analyse data at p < .05 level of significance in the JASP software (version 0.18.3).
Results: Nomophobia was positively correlated with online fear of missing out (p < .001). Online fear of missing out was positively correlated with aviator gambling symptom severity (p < .001). Nomophobia’s correlation with aviator gambling symptom severity was non-significant (p = .057). The direct effect of nomophobia on aviator gambling symptom severity was not statistically significant (95% CI [-0.071, 0.026]) while its total effect was marginally significant (95% CI [0.002, 0.097]). Nomophobia’s indirect effect on aviator gambling symptom severity through online fear of missing out was significant (95% CI [0.037, 0.115]).
Conclusion: This study demonstrates that nomophobia predicts aviator gambling symptom severity through online fear of missing out. Interventions to reduce students’ vulnerability to aviator gambling should target the cognitive-emotional experience of fear of missing out.
Keywords
Aviator gambling
Fear of Missing Out
Nomophobia
University students
Zimbabwe
Subjects
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
Anastasya, Y. A., Hadiah, C. M., Amalia, I., & Suzanna, E. (2022). Correlation between fear of missing out and internet addiction in students. International Journal of Islamic Educational Psychology, 3(1), 35-43. http://dx.doi.org/10.18196/ijiep.v3i1.14038
Ato, M., López, J., J., & Benavente, A. (2013). A classification system for research designs in psychology. Anales de Psicología, 29 (3). https://doi.org.10.6018/analesps.29.3.178511 
Ayar, D., & Bektas, M. (2021). The effect of problematic internet use and digital game addiction in adolescents on nomophobia levels. International Journal of Caring Sciences, 14(2), 1081. https://www.proquest.com/openview/9134130a586a83b5f881ac2041e81110/1?pq-origsite=gscholar&cbl=1606338
Bacaksiz, F. E., Tuna, R., & Alan, H. (2022). Nomophobia, netlessphobia, and fear of missing out in nursing students: A cross-sectional study in distance education. Nurse Education Today, 118, 105523. https://doi.org/10.1016/j.nedt.2022.105523
Böke, B. N., Mills, D. J., Mettler, J., & Heath, N. L. (2019). Stress and coping patterns of university students. Journal of College Student Development. https://doi.org/10.1353/csd.2019.0005
Brand, M., Young, K. S., Laier, C., Wölfling, K., & Potenza, M. N. (2016). Integrating psychological and neurobiological considerations regarding the development and maintenance of specific Internet-use disorders: An Interaction of Person-Affect-Cognition-Execution (I-PACE) model. Neuroscience & Biobehavioral Reviews, 71, 252-266.  https://doi.org/10.1016/j.neubiorev.2016.08.033
Çatıker, A., Büyüksoy, G. D. B., & Özdil, K. (2022). Correlation between nomophobia, fear of missing out and academic success. Bağımlılık Dergisi, 23(3), 283-291. https://doi.org/10.51982/bagimli.1015083
Cheng, J., Chen, Y., Liu, J., Gao, S., Ju, Y., Liu, B., Liu, Z., & Zhang, Y. (2025). Perfectionism, obsessive-compulsory behaviour, and anxiety in young adults: a moderated mediation model of mobile phone addiction. BMC Public Health, 25(1), 2844. https://doi.org/10.1186/s12889-025-24119-8
Chóliz, M., Marcos, M., & Lázaro-Mateo, J. (2021). The risk of online gambling: A study of gambling disorder prevalence rates in Spain. International Journal of Mental Health and Addiction, 19(2), 404-417. https://doi.org/10.1007/s11469-019-00067-4
Clark, L., Lawrence, A. J., Astley-Jones, F., & Gray, N. (2009). Gambling near-misses enhance motivation to gamble and recruit win-related brain circuitry. Neuron, 61(3), 481-490. https://doi.org/10.1016/j.neuron.2008.12.031
Clayton, R. B., Leshner, G., & Almond, A. (2015). The extended iSelf: The impact of iPhone separation on cognition, emotion, and physiology. Journal of Computer-Mediated Communication, 20(2), 119-135. https://doi.org/10.1111/jcc4.12109
Dasgupta, K., & Ghimire, K. (2026). Gambling and substance use: Early evidence from sports betting laws. Health Economics, 35(6), 851-865.  https://doi.org/10.1002/hec.70088
Debora, D. A., & Wijaya, H. E. (2025). Nomophobia and Online Gambling Behavior in College Students. Nusantara Journal of Behavioral and Social Science, 4(3), 101-114. https://doi.org/10.47679/njbss.202589
Effertz, T., Bischof, A., Rumpf, H. J., Meyer, C., & John, U. (2018). The effect of online gambling on gambling problems and resulting economic health costs in Germany. The European Journal of Health Economics, 19(7), 967-978. https://doi.org/10.1007/s10198-017-0945-z
Eisenberg, M. D., Westermeyer, B., & Meiselbach, M. K. (2026, February). Online Sports Betting Is a Public Policy Issue and a Public Health Issue. In JAMA Health Forum (Vol. 7, No. 2, pp. e256926-e256926). American Medical Association. https://doi.org/10.1001/jamahealthforum.2025.6926
Elhai, J. D., Tiamiyu, M., & Weeks, J. (2018). Depression and social anxiety in relation to problematic smartphone use: The prominent role of rumination. Internet Research, 28(2), 315-332. https://doi.org/10.1108/IntR-01-2017-0019
Erdem, H. D., Urueña, A., & Herrero, J. (2026). Exploring the profile of online gamblers: Key factors and the role of smartphone addiction in long‐term gambling engagement. Journal of Consumer Behaviour, 25(2), 502–516. https://doi.org/10.1002/cb.70079
Ergin, Z. O., & Ozer, A. (2023). Unravelling the relation between fear of missing out, time spent on the phone, sex, alienation, and nomophobia. Psychological Reports, 126(1), 181-197. https://doi.org/10.1177/00332941211043456
Fadipe, T. S., & Odionye, C. O. (2026). Electronic gambling engagement and psychosocial outcomes among students at the University of Ibadan, Nigeria: a theory of planned behavior perspective. BMC Public Health, 26, 1991. https://doi.org/10.1186/s12889-026-27689-3
Fioravanti, G., Casale, S., Benucci, S. B., 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
Gainsbury, S. M., Russell, A., Hing, N., Wood, R., Lubman, D., & Blaszczynski, A. (2015). How the Internet is changing gambling: Findings from an Australian prevalence survey. Journal of Gambling Studies, 31(1), 1-15. 10.1007/s10899-013-9404-7
Gezgin, D. M., Hamutoglu, N. B., Sezen-Gultekin, G., & Gemikonakli, O. (2018). Relationship between Nomophobia and Fear of Missing out among Turkish University Students. Cypriot Journal of Educational Sciences, 13(4), 549-561. https://files.eric.ed.gov/fulltext/EJ1202188.pdf
Granero, R., Fernández-Aranda, F., Demetrovics, Z., & Jiménez-Murcia, S. (2026). Problematic Online Gaming and Gambling Among First-Year University Students: Identification of Profiles and Psychological Vulnerabilities. Journal of Gambling Studies, 1-30. https://doi.org/10.1007/s10899-026-10476-5
Griffiths, M. (2003). Internet gambling: Issues, concerns, and recommendations. CyberPsychology & behavior, 6(6), 557-568. https://doi.org/10.1089/109493103322725333
Hayran, C., & Anik, L. (2021). Well-Being and Fear of Missing Out (FOMO) on Digital Content in the Time of COVID-19: A Correlational Analysis among University Students. International Journal Of Environmental Research And Public Health, 18(4), 1974. https://doi.org/10.3390/ijerph18041974
Hing, N., Cherney, L., Blaszczynski, A., Gainsbury, S. M., & Lubman, D. I. (2014). Do advertising and promotions for online gambling increase gambling consumption? An exploratory study. International Gambling Studies, 14(3), 394-409. https://doi.org/10.1080/14459795.2014.903989
Hing, N., Russell, A. M., Vitartas, P., & Lamont, M. (2016). Demographic, behavioural and normative risk factors for gambling problems amongst sports bettors. Journal of Gambling Studies, 32(2), 625-641. https://doi.org/10.1007/s10899-015-9571-9
Hoşgor, H., & Hoşgor, D. G. (2019). The relationship among nomophobia, fear of missing out and demographic variables: example of the healthcare manager candidates. Current Addiction Research, 3(1), 16-24. https://doi.org/10.5455/car.105-1562758780
Ibrahim, S. A. S., Pauzi, N. W. M., Dahlan, A., & Vetrayan, J. (2022). Fear of missing out (FoMO) and its relation with depression and anxiety among university students. Environment-Behaviour Proceedings Journal, 7(20), 233-238. https://doi.org/10.21834/ebpj.v7i20.3358
Ivantchev, B., & Ivantcheva, M. (2023). FOMO effect: social media and online traders. Journal of Management and Financial Sciences, (48). https://doi.org/10.33119/JMFS.2023.48.4
Jabeen, F., Tandon, A., Sithipolvanichgul, J., Srivastava, S., & Dhir, A. (2023). Social media-induced fear of missing out (FoMO) and social media fatigue: The role of narcissism, comparison and disclosure. Journal of Business Research, 159, Article 113693. https://doi.org/10.1016/j.jbusres.2023.113693
Jahrami, H., Saif, Z., Trabelsi, K., Bragazzi, N.L., & Vitiello, M.V. (2023). Internal consistency and structural validity of the nomophobia questionnaire (NMP-Q) and its translations: A systematic review with meta-analysis. Heliyon, 9(4), e15464. https://doi.org/10.1016/j.heliyon.2023.e15464
JASP Team. (2024). JASP (Version 0.18.3) [Computer software]. University of Amsterdam. https://jasp-stats.org/previous-versions/
Jeke, O. J. (2025, March 24). Kandege's deadly wings: Aviator's grip on Zim's despair. Zimbabwe Now. https://zimbabwenow.co.zw/articles/14258/kandeges-deadly-wings-aviators-grip-on-zims-despair
Judijanto, L., & Tehedi, T. (2024). Gambling in the digital age: A systematic review of the literature on the phenomenon of online gambling. International Journal of Financial Economics, 1(1), 180-187. http://wikep.net/index.php/IJEFE/article/view/790
Kalkan, B., & Griffiths, M. D. (2021). The psychometric properties of the online gambling symptom assessment scale (OGSAS). International Journal of Mental Health and Addiction, 19(2), 303-313. https://doi.org/10.1007/s11469-018-9981-x
Kim, H. S., Wohl, M. J. A., Gupta, R., & Derevensky, J. L. (2017). Why do young adults gamble online? A qualitative study of motivations to transition from social casino games to online gambling. Asian Journal of Gambling Issues and Public Health, 7(1), 6. https://doi.org/10.1186/s40405-017-0025-4
King, A. L. S., Valenca, A. M., Silva, A. C. O., Baczynski, T., Carvalho, M. R., & Nardi, A. E. (2013). Nomophobia: Dependency on virtual environments or social phobia?. Computers in Human Behavior, 29(1), 140-144. https://doi.org/10.1016/j.chb.2012.07.025
Li, Z. K., Shi, L. J., & Cai, X. L. (2022). Smartphone addiction is more harmful to adolescents than Internet gaming disorder: Divergence in the impact of parenting styles. Frontiers in Psychology, 13, 1044190. https://doi.org/10.3389/fpsyg.2022.1044190
Milyavskaya, M., Saffran, M., Hope, N., & Koestner, R. (2018). Fear of missing out: prevalence, dynamics, and consequences of experiencing FOMO. Motivation and Emotion, 42(5), 725-737. https://doi.org/10.1007/s11031-018-9683-5 
Naser, A. Y., Alwafi, H., Itani, R., Alzayani, S., Qadus, S., Al-Rousan, R., ... & Bahlol, M. (2023). Nomophobia among university students in five Arab countries in the Middle East: prevalence and risk factors. BMC Psychiatry, 23(1), 541. https://doi.org/10.1186/s12888-023-05049-4
Niu, G. F., Shi, X. H., Zhang, Z. L., Yang, W. C., Jin, S. Y., & Sun, X. J. (2022). Can smartphone presence affect cognitive function? The moderating role of fear of missing out. Computers in Human Behavior, 136, 107399. https://doi.org/10.1016/j.chb.2022.107399
Okur, S., Bulut, Ö. A., & Çınar, S. E. (2022). The mediating role of social media usage habits in the relationship between FoMO and nomophobia. Journal of Theoretical Educational Science, 15(1), 126-145. https://doi.org/10.30831/akukeg.929847
Ortega-Barón, J., González-Cabrera, J., Díaz-López, A., Escortell, R., Arroyo-González, M. J., & Machimbarrena, J. M. (2025). Fear of Missing Out in an Online Context and Dysfunctional Risks in Adolescents. Human Behavior and Emerging Technologies, 2025(1), 4374492. https://doi.org/10.1155/hbe2/4374492
Öz, N. D., & Erdoğdu, M. (2023). Phone use in leisure time in university students the relationship between nomophobia and digital game addiction. International Journal of Education Technology and Scientific Researches, 8(23), 1874-1890. https://doi.org/10.35826/ijetsar.635
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
Qutishat, M., Lazarus, E. R., Razmy, A. M., & Packianathan, S. (2020). University students’ nomophobia prevalence, sociodemographic factors and relationship with academic performance at a University in Oman. International Journal of Africa Nursing Sciences, 13, 100206. https://doi.org/10.1016/j.ijans.2020.100206
Scandroglio, F., Ferrazzi, G., Giacobazzi, A., Vinci, V., Marchi, M., Galeazzi, G. M., Musetti, A., & Pingani, L. (2022). Prevalence and Possible Predictors of Gambling Disorder in a Sample of Students in the Healthcare Professions. International Journal of Environmental Research and Public Health, 20(1), 452. https://doi.org/10.3390/ijerph20010452
Sette, C. P., Lima, N. R., Queluz, F. N., 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
Song, F., Graupensperger, S., Lostutter, T. W., & Larimer, M. E. (2024). Fear of missing out on financial gains: associations between fear of missing out, problem gambling, and speculative trading in college students. Emerging Adulthood, 12(3), 387-397. https://doi.org/10.1177/21676968241238028
Song, H., Kim, M. J., Choi, W., & Jang, W. (2025). Fear of missing out’s mediating role in sensation-seeking and online betting intentions: impact of sales promotions. Sport, Business and Management: An International Journal, 15(3), 283-302. https://doi.org/10.1108/SBM-05-2024-0054
Topino, E., Gori, A., Jimeno, M. V., Ortega, B., & Cacioppo, M. (2023). The relationship between social media addiction, fear of missing out and family functioning: a structural equation mediation model. BMC Psychology, 11(1), 383. https://doi.org/10.1186/s40359-023-01409-7
Tuco, K. G., Castro-Diaz, S. D., Soriano-Moreno, D. R., & Benites-Zapata, V. A. (2023). Prevalence of nomophobia in university students: a systematic review and meta-analysis. Healthcare Informatics Research, 29(1), 40-53. https://doi.org/0.4258/hir.2023.29.1.40
Volungis, A. M., Kalpidou, M., Popores, C., & Joyce, M. (2020). Smartphone addiction and its relationship with indices of social-emotional distress and personality. International Journal of Mental Health and Addiction, 18(5), 1209-1225. https://doi.org/10.1007/s11469-019-00119-9
Wang, K., & Qiu, F. (2025). The influence of sensation seeking on college student sports lottery purchasing behavior: a moderated mediation model. Frontiers in Psychology, 16, 1537328. https://doi.org/10.3389/fpsyg.2025.1537328
Wardle, H., Degenhardt, L., Marionneau, V., Reith, G., Livingstone, C., Sparrow, M., ... & Saxena, S. (2024). The lancet public health commission on gambling. The Lancet Public Health, 9(11), e950-e994.  https://doi.org/10.1016/S2468-2667(24)00167-1
Wegmann, E., Oberst, U., Stodt, B., & Brand, M. (2017). Online-specific fear of missing out and internet-use expectancies contribute to symptoms of internet-communication disorder. Addictive Behaviors Reports, 5, 33-42. https://doi.org/10.1016/j.abrep.2017.04.001
Wen, J., Huang, Y., Liu, G., & Miao, M. (2023). The nature of nomophobia and its associations with contents of smartphone use and fear of missing out: A network perspective. Telematics and Informatics, 82, 102011. https://doi.org/10.1016/j.tele.2023.102011
Whelan, E., Morvannou, A., Ma, X., James, R., Clohessy, T., & Turel, O. (2025). Examining the impact of mobile gambling harm minimisation features: a dualistic model of passion perspective. European Journal of Information Systems, 34(4), 665-688. https://doi.org/10.1080/0960085X.2024.2396964
World Health Organization. (2024). Gambling. https://www.who.int/news-room/fact-sheets/detail/gambling
Yildirim, C., & Correia, A. P. (2015). Exploring the dimensions of nomophobia: Development and validation of a self-reported questionnaire. Computers in Human Behavior, 49, 130-137. https://doi.org/10.1016/j.chb.2015.02.059
Yilmaz, R., Sulak, S., Griffiths, M. D., & Yilmaz, F. G. K. (2023). An exploratory examination of the relationship between internet gaming disorder, smartphone addiction, social appearance anxiety and aggression among undergraduate students. Journal of Affective Disorders Reports, 11, 100483. https://doi.org/10.1016/j.jadr.2023.100483
Zhao, X., Lynch Jr, J. G., & Chen, Q. (2010). Reconsidering Baron and Kenny: Myths and truths about mediation analysis. Journal of Consumer Research, 37(2), 197-206.  https://doi.org/10.1086/651257
Zhu X. (2025). The influence of technology: Internet gambling among college students. Journal of Addictive Diseases, 43(4), 352–367. https://doi.org/10.1080/10550887.2024.2404733

  • Receive Date 24 May 2026
  • Revise Date 01 June 2026
  • Accept Date 04 June 2026