MOBILE APPS, WEARABLES, AND eHEALTH LITERACY IN HEALTH-PROMOTING LIFESTYLES AMONG UNIVERSITY STUDENTS: AN INTEGRATIVE REVIEW
DOI:
https://doi.org/10.31435/ijitss.1(49).2026.5350Keywords:
Digital Health, Mobile Applications, Wearable Devices, eHealth Literacy, University Students, Health-Promoting LifestyleAbstract
University students increasingly navigate health through digital environments, yet evidence on mobile applications, wearable devices, and eHealth literacy remains dispersed across separate literatures on physical activity, sleep, mental well-being, and online information behavior. This integrative review synthesized open-access evidence to examine how these elements jointly shape health-promoting lifestyles in university and adjacent young-adult populations. The analytical corpus comprised 13 publications published between 2018 and 2025, including systematic reviews, meta-analyses, a rapid review, broader youth-focused reviews, and 2 primary studies. Owing to heterogeneity in design, populations, and outcomes, the literature was synthesized narratively and interpreted through a student-centered pathway from digital access to lifestyle integration. Five themes emerged: digital information-seeking and source credibility; eHealth literacy and health competence; physical activity support; mental well-being and sleep; and usability, engagement, and implementation. The evidence indicates that eHealth literacy is linked to health knowledge, self-efficacy, preventive behavior, and, in longitudinal work, later health-promoting lifestyles. Digital tools show the most consistent benefits for physical activity, especially self-monitoring and step-related outcomes, while evidence for mental well-being and sleep is promising but methodologically uneven. Across domains, sustained benefit depends less on mere exposure to technology than on trust, interpretive capacity, low-burden design, and institutional fit. Mobile apps, wearables, and eHealth literacy should therefore be treated as interconnected components of student health promotion rather than as separate predictors. Future research should prioritize integrated multi-behavior interventions, standardized measures, and implementation strategies that are credible, equitable, and workable in everyday university life.
References
Bi, S., Yuan, J., Wang, Y., Zhang, W., Zhang, L., Zhang, Y., Zhu, R., & Luo, L. (2024). Effectiveness of digital health interventions in promoting physical activity among college students: Systematic review and meta-analysis. Journal of Medical Internet Research, 26, Article e51714. https://doi.org/10.2196/51714
Buja, A., Lo Bue, R., Mariotti, F., Miatton, A., Zampieri, C., & Leone, G. (2024). Promotion of physical activity among university students with social media or text messaging: A systematic review. INQUIRY: The Journal of Health Care Organization, Provision, and Financing, 61, Article 469580241248131. https://doi.org/10.1177/00469580241248131
Chatterjee, A., Prinz, A., Gerdes, M., & Martinez, S. (2021). Digital interventions on healthy lifestyle management: Systematic review. Journal of Medical Internet Research, 23(11), Article e26931. https://doi.org/10.2196/26931
Ding, X., Wuerth, K., Sakakibara, B., Schmidt, J., Parde, N., Holsti, L., & Barbic, S. (2023). Understanding mobile health and youth mental health: Scoping review. JMIR mHealth and uHealth, 11, Article e44951. https://doi.org/10.2196/44951
Ferrari, M., Allan, S., Arnold, C., Eleftheriadis, D., Alvarez-Jimenez, M., Gumley, A., & Gleeson, J. F. (2022). Digital interventions for psychological well-being in university students: Systematic review and meta-analysis. Journal of Medical Internet Research, 24(9), Article e39686. https://doi.org/10.2196/39686
Lattie, E. G., Adkins, E. C., Winquist, N., Stiles-Shields, C., Wafford, Q. E., & Graham, A. K. (2019). Digital mental health interventions for depression, anxiety, and enhancement of psychological well-being among college students: Systematic review. Journal of Medical Internet Research, 21(7), Article e12869. https://doi.org/10.2196/12869
Leuzzi, G., Job, M., Scafoglieri, A., & Testa, M. (2025). Smartphone apps and wearables for health parameters in young adulthood: Cross-sectional study. JMIR Human Factors, 12, Article e64629. https://doi.org/10.2196/64629
Li, Q., Fang, F., Zhang, Y., Tu, J., Zhu, P., & Xi, L. (2025). eHealth literacy and its outcomes among postsecondary students: Systematic review. Journal of Medical Internet Research, 27, Article e64489. https://doi.org/10.2196/64489
Li, S., Cui, G., Zhou, F., Liu, S., Guo, Y., Yin, Y., & Xu, H. (2022). The longitudinal relationship between eHealth literacy, health-promoting lifestyles, and health-related quality of life among college students: A cross-lagged analysis. Frontiers in Public Health, 10, Article 868279. https://doi.org/10.3389/fpubh.2022.868279
Lu, Y.-A., Lin, H.-C., & Tsai, P.-S. (2025). Effects of digital sleep interventions on sleep among college students and young adults: Systematic review and meta-analysis. Journal of Medical Internet Research, 27, Article e69657. https://doi.org/10.2196/69657
Matos Fialho, P. M., Wenig, V., Heumann, E., Müller, M., Stock, C., & Pischke, C. R. (2025). Digital public health interventions for the promotion of mental well-being and health behaviors among university students: A rapid review. BMC Public Health, 25, Article 2500. https://doi.org/10.1186/s12889-025-23669-1
Park, E., & Kwon, M. (2018). Health-related internet use by children and adolescents: Systematic review. Journal of Medical Internet Research, 20(4), Article e120. https://doi.org/10.2196/jmir.7731
Ridout, B., & Campbell, A. (2018). The use of social networking sites in mental health interventions for young people: Systematic review. Journal of Medical Internet Research, 20(12), Article e12244. https://doi.org/10.2196/12244
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Martyna Szymczyk, Jagoda Pałubska, Oliwer Muller, Anna Szot, Dominik Szydełko, Katarzyna Rosa, Agata Słoma, Daria Danielczyk, Wiktor Czyżewski, Natalia Malatyńska

This work is licensed under a Creative Commons Attribution 4.0 International License.
All articles are published in open-access and licensed under a Creative Commons Attribution 4.0 International License (CC BY 4.0). Hence, authors retain copyright to the content of the articles.
CC BY 4.0 License allows content to be copied, adapted, displayed, distributed, re-published or otherwise re-used for any purpose including for adaptation and commercial use provided the content is attributed.

