Academic Stress, Digital Distraction, and Academic Procrastination in Generation Z Nursing Students: A Longitudinal Study of the Protective Role of Resilience

Dian Hadinata, Muhammad Chaidar, Riza Arisanti Latifah, Rana Salsabila

Abstract


Introduction: Generation Z nursing students face substantial academic demands alongside continuous smartphone engagement, which may be associated with digital distraction and academic procrastination. Although associations between academic stress and procrastination have been reported, the longitudinal role of problematic smartphone use as an indicator of digital distraction and the buffering role of resilience remain underexplored.

Objective: This study examined longitudinal associations among academic stress, digital distraction operationalized through problematic smartphone use, and academic procrastination in Generation Z nursing students and explored resilience as a protective factor.

Methods: A three-wave longitudinal survey was conducted among undergraduate nursing students in West Java, Indonesia. Measures included PSS-10, Smartphone Application-Based Addiction Scale (SABAS), PASS, and CD-RISC-10 at baseline, 4 weeks, and 8 weeks. Of 368 participants, 342 completed all waves (retention 92.9%; mean age 20.34 ± 1.71 years; 79.5% female). Data were analyzed using structural equation modeling with cross-lagged panel and moderation analysis.

Results: At baseline, academic stress was positively associated with digital distraction (r = .41, p < .001) and procrastination (r = .46, p < .001), while digital distraction was associated with procrastination (r = .49, p < .001). Resilience was negatively associated with stress (r = −.38, p < .001) and procrastination (r = −.34, p < .001). Model fit was acceptable (CFI = .93–.94, TLI = .92–.93, RMSEA = .047–.049, SRMR = .041–.043). Higher academic stress was associated with subsequent digital distraction (β = .32, p < .001) and procrastination (β = .21, p = .004). Indirect associations were significant (β = .12, 95% CI [.07, .18]). Resilience was associated with lower procrastination (β = −.24, p < .001) and moderated the stress–procrastination association (β = −.18, p = .002).

Conclusion: Academic stress was longitudinally associated with academic procrastination, directly and through digital distraction operationalized as problematic smartphone use. Higher resilience was associated with lower procrastination and a weaker stress–procrastination association


Keywords


academic stress1; digital distraction2; academic procrastination3; resilience4; Generation Z5; nursing students6; longitudinal study7

References


Ahluwalia, M., Shillington, K. J., & Irwin, J. D. (2025). The relationship between resilience and mental health of undergraduate students: A scoping review. Journal of American College Health, 73(3), 1266-1279.

Akinci, T. (2021). Determination of predictive relationships between problematic smartphone use, self-regulation, academic procrastination and academic stress through modelling. International Journal of Progressive Education, 17(1), 35-53.

An, R., Qian, G., Mumtaz, A., Alotaibi, K. A., & Wang, X. (2025). Digital fatigue and academic resilience among university students with grit and flexibility as mediators. Scientific Reports.

Arthy, C. C., et al. (2019). Indonesian version of addiction rating scale of smartphone usage adapted from Smartphone Addiction Scale–Short Version (SAS-SV) in junior high school. Open Access Macedonian Journal of Medical Sciences.

Chandrasenage, D., Markey, O., Johnson, W., Haycraft, E., & Griffiths, P. L. (2024). Socioeconomic inequalities in early child development in children aged under 36 months in South Asia: A systematic review. Child: care, health and development, 50(1), e13171. https://doi.org/10.1111/cch.13171

Demir, S., & Kuşcu Karatepe, H. (2025). The Effect of Academic Procrastination on Life Satisfaction Among Nursing and Midwifery Students: The Serial Mediation Role of Academic Self-Efficacy and Self-Control. Behavioral sciences (Basel, Switzerland), 15(11), 1434. https://doi.org/10.3390/bs15111434

El-Ghannam, H. M., & Abd El-Hamid, L. A. (2023). Problematic use of mobile phone and its influence on academic procrastination among senior nursing students. Egyptian Journal of Nursing and Health Sciences, 4(2), 141-150.

El-Sayed, A. A. I., Goda, S. F. D. A., & Elbialy, G. G. (2024). Threats of nursing productivity in the digital era: investigating the interplay between smartphones addiction and procrastination behavior among nurses. BMC nursing, 23(1), 577.

Gina, F., & Fitriani, Y. (2022). Validasi 10-item Connor–Davidson Resilience Scale (10-item CD-RISC) pada ibu bekerja. Jurnal Mitra Pendidikan.

Gökalp, Z. Ş., Saritepeci, M., & Durak, H. Y. (2023). The relationship between self-control and procrastination among adolescent: The mediating role of multi screen addiction. Current Psychology, 42(15), 13192-13203.

Grunschel, C., Patrzek, J., & Fries, S. (2013). Exploring reasons and consequences of academic procrastination: An interview study. European Journal of Psychology of Education, 28(3), 841-861.

Hakim, A. R., Mora, L., Leometa, C. H., & Dimala, C. P. (2024). Psychometric properties of the Perceived Stress Scale (PSS-10) in Indonesian version. JP3I (Jurnal Pengukuran Psikologi dan Pendidikan Indonesia), 13(2), 117–129. https://doi.org/10.15408/jp3i.v13i2.35482

Hashemi, S., Ghazanfari, F., Ebrahimzadeh, F., Ghavi, S., & Badrizadeh, A. (2022). Investigate the relationship between cell-phone over-use scale with depression, anxiety and stress among university students. BMC psychiatry, 22(1), 755.

Hidayah, N. (2023). Adaptation of the Procrastination Assessment Scale–Student (PASS) to Indonesian version and its validation: Senior high school students–data driven. Tec Empresarial, 18(1), 1–9.

Kang, H. (2021). Sample size determination and power analysis using the G*Power software. Journal of Educational Evaluation for Health Professions, 18, 17.

Kohli, M., Gupta, N., Saini, P., Kohli, G., Kaur, P., & Guleria, K. (2024). Determinants Of Academic Procrastination Among Nursing Students: The Role Of Time Management, Self-Esteem And Psychological Flexibility. Cuestiones de Fisioterapia, 53(03), 1337-1345.

Lardinoix, J., Neumann, I., Wartberg, L., & Lindenberg, K. (2023, April). Procrastination predicts future internet use disorders in adolescents but not vice versa: results from a 12-month longitudinal study. In Healthcare (Vol. 11, No. 9, p. 1274). MDPI.

Liu, F., Zhang, Z., & Chen, L. (2020). Mediating effect of neuroticism and negative coping style in relation to childhood psychological maltreatment and smartphone addiction among college students in China. Child Abuse & Neglect, 106, 104531.

Liu, Y., Lin, Y., Zhao, S., Wang, F., Yuan, Q., & Tong, Y. (2026). Mobile phone addiction and academic procrastination in adolescents: The serial mediating roles of self-regulation and psychological resilience and the moderating role of the parent-child relationship. Brain and Behavior, 16(1), e71169.

Mackinnon, S. P., Curtis, R., & O’Connor, R. M. (2022). A tutorial in longitudinal measurement invariance and cross-lagged panel models using lavaan. Meta-Psychology. https://doi.org/10.17605/OSF.IO/H9DV5

Mao, B., Chen, S., Wei, M., Luo, Y., & Liu, Y. (2022). Future time perspective and bedtime procrastination: the mediating role of dual-mode self-control and problematic smartphone use. International Journal of Environmental Research and Public Health, 19(16), 10334.

Mustofa, H. F., Sulistyowati, D. A., & Caturini, E. (2023). Procrastination and Parental Support as Determinants of Academic Stress in Nursing Students. Interest: Jurnal Ilmu Kesehatan, 133-139.

Nurmala, I., et al. (2022). Reliability and validity study of the Indonesian Smartphone Application-Based Addiction Scale (SABAS) among college students. Heliyon.

Obenza, B., Fernandez, A. A., Cutamora Jr, M., Libby, G. C., Bragat, R. M., Arreglo, D. C., ... & Sumayo, G. Academic Stress, Procrastination, and Mental Well-Being Among Engineering Students: A Multivariate Correlational and Predictive Study. International Journal of Multidisciplinary Studies in Higher Education, 2(2), 132-157.

Rahmani, A., Kisomi, Z. S., Taherkhani, S., Hasani, H., Bahrami, M., & Alizadeh, A. (2025). Effect of academic procrastination and life satisfaction on academic resilience in nursing students, 2024. International Journal of Africa Nursing Sciences, 100923.

Reinecke, L., Meier, A., Beutel, M. E., Schemer, C., Stark, B., Wölfling, K., & Müller, K. W. (2018). The Relationship Between Trait Procrastination, Internet Use, and Psychological Functioning: Results From a Community Sample of German Adolescents. Frontiers in psychology, 9, 913. https://doi.org/10.3389/fpsyg.2018.00913

Rozgonjuk, D., Sindermann, C., Elhai, J. D., & Montag, C. (2020). Fear of Missing Out (FoMO) and social media's impact on daily-life and productivity at work: Do WhatsApp, Facebook, Instagram, and Snapchat Use Disorders mediate that association?. Addictive behaviors, 110, 106487. https://doi.org/10.1016/j.addbeh.2020.106487

Sirois, F. M. (2023). Procrastination and stress: A conceptual review of why context matters. International Journal of Environmental Research and Public Health, 20(6), 5031.

Talan, T., DoÄŸan, Y., & Kalinkara, Y. (2023). Relationships between smartphone addiction, academic performance, life satisfaction, hopelessness and cyberloafing among university undergraduate students. i-Manager's Journal of Educational Technology, 19(4), 24.

Wu, Z., Xue, L., Zhang, Y., et al. (2025). Impact of adolescent internet addiction on academic procrastination: The serial mediating role of self-control and anxiety. Frontiers in Psychology, 16, 1713213.

Xue, H., Jing, S., Song, X., Zhang, F., Liu, X., & Si, X. (2024). Clinical nurses’ work procrastination and smartphone addiction: a potential profile study. Frontiers in Psychology, 15, 1387288.

Ye, Z., Yang, X., Zeng, C., Wang, Y., Shen, Z., Li, X., & Lin, D. (2020). Resilience, social support, and coping as mediators between COVID‐19‐related stressful experiences and acute stress disorder among college students in China. Applied Psychology: Health and Well‐Being, 12(4), 1074-1094.

Zhang, H., Mai, X., Zhang, J., Zhu, M., & Liu, Y. (2025). Procrastination within the nursing context: a concept analysis. Nursing Open, 12(10), e70308.

Zhao, X., Wang, H., Ma, Z., Zhang, L., & Chang, T. (2025). Smartphone addiction and academic procrastination among college students: a serial mediation model of self-control and academic self-efficacy. Frontiers in psychiatry, 16, 1572963. https://doi.org/10.3389/fpsyt.2025.1572963

Zhou, X., Yang, F., Chen, Y., & Gao, Y. (2024). The correlation between mobile phone addiction and procrastination in students: A meta-analysis. Journal of affective disorders, 346, 317–328. https://doi.org/10.1016/j.jad.2023.11.020




DOI: https://doi.org/10.17509/jpki.v12i1.97900

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