Digital behavior of university students: the paradoxical effects of institutional vs. purposeful social media use on problematic internet use
DOI:
https://doi.org/10.62451/rep.v3i3.136Keywords:
Problematic internet use, social media, higher education, digital behaviorAbstract
The integration of technology in higher education presents a paradox: it can enhance learning, but it is also associated with problematic internet use (PIU). This study investigated the differential relationship between academic internet use (IAU), student-defined purpose of social media use (SMU), and PIU. A cross-sectional design was used with a sample of 292 university students in Ecuador, residing in the provinces of Los Ríos, Manabí, Guayas, and El Oro. The analysis was performed using Partial Least Squares Structural Equations (PLS-SEM), with a reflective model of type I relationships. The results evidenced a paradoxical relationship: IAU was positively and significantly associated with higher PIU (β = 0.247, p < 0.001), while SMU showed a protective effect, being negatively associated with PIU (β = -0.263, p < 0.001). Likewise, significant moderating effects of gender were identified, indicating that men and women differentially experience the relationship between technological use and PIU. These findings demonstrate that the intentionality of technology use is more critical than the amount of use itself. It is concluded that universities should promote self-regulation strategies and purposeful use to reduce risks and maximize pedagogical benefits.
References
Anderson, T., & Dron, J. (2020). Teaching crowds: Learning and social media (2nd ed.). Athabasca University Press.
Chen, M., & Xiao, X. (2022). The effect of social media on the development of students’ affective variables. Frontiers in Psychology, 13, 1010766. https://doi.org/10.3389/fpsyg.2022.1010766
Chin, W. (1998). The partial least squares approach to structural equation modeling. En,G. A. Marcoulides (Ed.), Modern Methods for Business Research. (pp. 295–336). Lawrence Erlbaum Associates.
Coker, K., Hale, D., Al-Saleh, D., & Thakur, R. (2025). Social media addiction and stress: insights from US Facebook and TikTok consumers. Journal of Consumer Marketing, 42 (3), 349–364. https://doi.org/10.1108/JCM-02-2024-6597
Collier, A., & Lohnes-Watulak, S. (2023). Critical digital pedagogy across learning ecologies: Studios as sites of partnership for strategic change. En, S. Köseoğlu, G. Veletsianos, & C. Rowell (Eds.), Critical digital pedagogy in higher education (pp. 219–232). AU Press.
Feng, T., Wang, B., Mi, M., Ren, L., Wu, L., Wang, H., Lui, X., & Wang, X. (2025). The relationships between mental health and social media addiction, and between academic burnout and social media addiction among Chinese college students: A network analysis. Heliyon, 11 (3), e41869. https://doi.org/10.1016/j.heliyon.2025.e41869
Ge, J., Liu, Y., Cao, W., & Zhou, S. (2023). The relationship between anxiety and depression with smartphone addiction among college students: The mediating effect of executive dysfunction. Frontiers in Psychology, 13, 13:1033304. https://doi.org/10.3389/fpsyg.2022.1033304
Henseler, J., Ringle, C., & 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. https://doi.org/10.1007/s11747-014-0403-8
Kuss, J., & Griffiths, D. (2017). Social networking sites and addiction: Ten lessons learned. International Journal of Environmental Research and Public Health, 14(3). https://doi.org/10.3390/ijerph14030311
López-Barbosa, R., Deniz-Guízar, A., & Santa Ana-Escobar, M. (2019). Aceptación, Estrés y Adicción por el uso de las Tecnologías de Información y Comunicaciones en la educación profesional. En R. R. López Barbosa, B. O. Ríos Velázquez, & J. C. Neri Guzmán (Coords.), El uso de las Tecnologías de la Información y Comunicación en el desempeño de jóvenes universitarios, un diagnóstico regional y multidimensional. (pp. 25-52). Plaza y Valdés Editores.
Ma, X., Liu, Q., & Zhang, W. (2025). The impact of multidimensional excessive social media use on academic performance: the moderating role of mindfulness. Frontiers in Psychology, 1579509. https://doi.org/10.3389/fpsyg.2025.1579509
Mandić, S., Ricijaš, N., & Dodig Hundrić, D. (2024). Effects of Gender and Social Network Use on High School Students’ Emotional Well-Being during COVID-19. Psychiatry International, 5(2), 154-168. https://doi.org/10.3390/psychiatryint5020011
Rasouli, A., Nejad-Ebrahim Soumee, Z., Tirgari Seraji, H., Ramzi, F., & Saed, O. (2025). The self-control bridge: Connecting social media use to academic procrastination. Psychological Reports, 00332941251330538. https://doi.org/10.1177/00332941251330538
Salari, N., Zarei, H., Rasoulpoor, S., Ghasemi, H., Hosseinian-Far, A., & Mohammadi, M. (2025). The impact of social networking addiction on the academic achievement of university students globally: A meta-analysis. Public health in practice (Oxford, England), 9, 100584. https://doi.org/10.1016/j.puhip.2025.100584
Suardipa, I., Suharta, I., Dantes, G., & Margunayasa, I. (2024). Trikaya Parisudha-based learning management system development: Enhancing digital literacy and numeracy competencies. Edelweiss Applied Science and Technology, 8(6), 7430-7436. https://doi.org/10.55214/25768484.v8i6.3606
Varchetta, M., Tagliaferri, G., Mari, E., Quaglieri, A., Cricenti, C., Giannini, A. M., & Martí-Vilar, M. (2024). Exploring Gender Differences in Internet Addiction and Psychological Factors: A Study in a Spanish Sample. Brain sciences, 14(10), 1037. https://doi.org/10.3390/brainsci14101037
Williams, D. (2006). On and off the 'net: Scales for social capital in an online era. Journal of Computer-Mediated Communication, 11(2), 593–628. https://doi.org/10.1111/j.1083-6101.2006.00029.x
Yang, Y. D., Zhou, C. L., & Wang, Z. Q. (2024). The relationship between self-control and learning engagement among Chinese college students: the chain mediating roles of resilience and positive emotions. Frontiers in Psychology, 15, 1331691. https://doi.org/10.3389/fpsyg.2024.1331691
Yildiz, H., & Seferoglu S. (2019). Modeling of variables related to problematic social media usage: Social desirability tendency example. Scandinavian Journal of Psychology, 60(3), 277-288. https://doi.org/10.1111/sjop.12530
Yosep, I., Suryani, S., Mediani, H. S., Mardhiyah, A., & Ibrahim, K. (2024). Types of Digital Mindfulness: Improving Mental Health Among College Students - A Scoping Review. Journal of Multidisciplinary Healthcare, 17, 43–53. https://doi.org/10.2147/JMDH.S443781
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