Social Media Use and Academic Burnout among Pharmacy Students: Does Self-Regulated Learning Moderate the Relationship?

Main Article Content

Rai Purnama Wandira
https://orcid.org/0009-0003-5088-4297
Tri Na’imah
https://orcid.org/0009-0006-3496-4707
Fatin Rohmah Nur Wahidah
https://orcid.org/0000-0002-4955-179X
Nur’aeni
https://orcid.org/0000-0001-8757-9999

Abstract

Background and Aim: Academic burnout has become a major concern among pharmacy students due to intensive academic demands, including laboratory activities, complex coursework, and continuous assessments. Social media use has been identified as a potential factor contributing to academic burnout, while self-regulated learning may serve as a protective personal resource. However, empirical findings regarding the role of self-regulated learning in this relationship remain limited and inconsistent. This study aimed to examine the effect of social media use on academic burnout and to investigate whether self-regulated learning moderates this relationship among pharmacy students.


Materials and Methods: This study employed a quantitative correlational design with a moderating variable approach. Participants consisted of 319 pharmacy students from private universities in Banyumas, Central Java, Indonesia, selected using proportionate stratified random sampling. Data were collected using the Maslach Burnout Inventory–Student Survey (MBI-SS), the Social Media Use Scale (SMUS), and the Self-Regulated Learning Scale (SSRL). Data analysis was conducted using Partial Least Squares Structural Equation Modeling (PLS-SEM) with SmartPLS 4.


Results: The findings indicated that social media use had a positive and significant effect on academic burnout (β = 0.130, t = 2.845, p = 0.004), suggesting that higher levels of social media engagement were associated with greater academic burnout. Self-regulated learning demonstrated a significant negative effect on academic burnout (β = –0.480, t = 10.184, p < 0.001), indicating that students with stronger self-regulated learning skills experienced lower levels of burnout. However, the interaction effect between social media use and self-regulated learning was not significant (β = –0.015, t = 0.319, p = 0.749), indicating that self-regulated learning did not moderate the relationship between social media use and academic burnout.


Conclusion: Social media use contributes significantly to academic burnout among pharmacy students, whereas self-regulated learning functions as an independent protective factor that reduces burnout. However, self-regulated learning does not buffer the adverse effects of social media use on academic burnout. These findings highlight the importance of promoting healthy social media habits and strengthening students’ self-regulated learning competencies to support academic well-being.

Article Details

How to Cite
Wandira, R. ., Na’imah, T. ., Wahidah, F., & Nur’aeni, N. (2026). Social Media Use and Academic Burnout among Pharmacy Students: Does Self-Regulated Learning Moderate the Relationship?. Journal of Education and Learning Reviews, 3(4), e3366 . https://doi.org/10.60027/jelr.2026.e3366
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References

Accorinti, I., Mutti, G., Fantozzi, P., Milone, A., Sesso, G., Tolomei, G., Valente, E., Narzisi, A., Martinelli, E., Cordella, M. R., Masi, G., & Berloffa, S. (2025). Social media engagement and usage patterns, mental health comorbidities, and empathic measures in an Italian adolescent sample: A comparative study. Children, 12(9), Article 1226. https://doi.org/10.3390/children12091226

Aditia, L., Wahidah, F. R. N., Na’imah, T., & Nur’aeni, N. (2023). Academic stress in pharmacy practicum students: Is there a role of hardiness? Journal of Pedagogical Sociology and Psychology, 5(1). https://doi.org/10.33902/jpsp.202319347

Bandura, A. (1989). Social cognitive theory. In R. Vasta (Ed.), Annals of child development (Vol. 6, pp. 1–60). JAI Press.

Baqir, A., Chen, Y., Diaz-Diaz, F., Kiyak, S., Louf, T., Morini, V., Pansanella, V., Torricelli, M., & Galeazzi, A. (2025). Unveiling the drivers of active participation in social media discourse. Scientific Reports, 15, Article 4906. https://doi.org/10.1038/s41598-025-88117-x

Barbosa, J., Silva, Á., Ferreira, M. A., & Severo, M. (2016). Transition from secondary school to medical school: The role of self-study and self-regulated learning skills in freshman burnout. Acta Médica Portuguesa, 29(12), 803–808. https://doi.org/10.20344/amp.8350

Chong, L. Z., Foo, L. K., & Chua, S. L. (2025). Student burnout: A review of factors contributing to burnout across different student populations. Behavioral Sciences, 15(2), Article 170. https://doi.org/10.3390/bs15020170

Cokro, F., Atmanda, P. F. K., Sagala, R. J., Arrang, S. T., Notario, D., Rukmini, E., & Aparasu, R. (2021). Pharmacy education in Indonesia. Pharmacy Education, 21(1), 432–442. https://doi.org/10.46542/pe.2021.211.432442

Creswell, J. W. (2003). Research design: Qualitative, quantitative, and mixed methods approaches (2nd ed.). Sage Publications.

Du, J., & Wang, Y. (2024). High school students’ social media use predicts school engagement and burnout: The moderating role of social media self-control. Frontiers in Child and Adolescent Psychiatry, 3, Article 1269606. https://doi.org/10.3389/frcha.2024.1269606

Dyantari, K. R., & Simarmata, N. (2024). Pengaruh konflik peran dan ketabahan terhadap burnout akademik pada mahasiswa organisatoris di Fakultas Kedokteran Universitas Udayana. Jurnal Ilmiah Wahana Pendidikan, 10(5), 491–504. https://doi.org/10.5281/zenodo.10530772

Evers, K., Chen, S., Rothmann, S., Dhir, A., & Pallesen, S. (2020). Investigating the relation among disturbed sleep due to social media use, school burnout, and academic performance. Journal of Adolescence, 84, 156–164. https://doi.org/10.1016/j.adolescence.2020.08.011

Fahira, N., Pasaribu, S. Y., Stabitah, Z. Z., Sihotang, R. U., Anggoro, R., & Wirda, M. A. (2025). Pengaruh academic burnout terhadap tingkat depresi mahasiswa Unimed. Jurnal Cendekia Ilmiah, 4(2), 1759–1765.

Falahatpisheh, Z. (2025). International students: Challenges, social media use, and adaptation. In S. Pinto (Ed.), Proceedings of the 12th European Conference on Social Media (Vol. 12, No. 1, pp. 356–363). Academic Conferences International Limited. https://doi.org/10.34190/ecsm.12.1.3457

Feng, T., Wang, B., Mi, M., Ren, L., Wu, L., Wang, H., Liu, 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), Article e41869. https://doi.org/10.1016/j.heliyon.2025.e41869

Finserås, T. R., Andersen, A. I. O., Hjetland, G. J., Panayiotou, M., Davies, J., & Skogen, J. C. (2026). Do you believe social media is good for you? Associations between adolescents’ beliefs about social media and mental health. Journal of Affective Disorders, 394, 1–10. https://doi.org/10.1016/j.jad.2025.120543

Ghozali, I., & Kusumadewi, K. A. (2023). Partial least squares: Konsep, teknik dan aplikasi menggunakan program SmartPLS 4.0 untuk penelitian empiris (1st ed.). Yoga Pratama. https://www.yoga-pratama.com/2023/05/buku-partial-least-squares-konsep.html

Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2–24. https://doi.org/10.1108/EBR-11-2018-0203

Hair, J. F., Sarstedt, M., Hopkins, L., & Kuppelwieser, V. G. (2014). Partial least squares structural equation modeling (PLS-SEM): An emerging tool in business research. European Business Review, 26(2), 106–121. https://doi.org/10.1108/EBR-10-2013-0128

Herna. (2022). TikTok social media usage motives: Analysis of uses and gratification theory. Moestopo International Review on Societies, Humanities, and Sciences, 2(2), 160–168. https://doi.org/10.32509/mirshus.v2i2.38

Izadpanah, S. (2022). The effect of social networks on academic self-handicapping with the mediating role of self-regulatory learning strategies and academic achievement among EFL students. Frontiers in Psychology, 13, Article 987381. https://doi.org/10.3389/fpsyg.2022.987381

Kahneman, D. (2011). Thinking, fast and slow. Farrar, Straus and Giroux.

Kaur, M., Long, J. W., Luk, F. S., Mar, J., Nguyen, D. L., Ouabo, T., Singh, J., Wu, B., Rajagopalan, V., Schulte, M., & Doroudgar, S. (2020). Relationship of burnout and engagement to pharmacy students’ perception of their academic ability. American Journal of Pharmaceutical Education, 84(2), 213–216. https://doi.org/10.5688/ajpe7571

Liang, W. (2024). The impact of social comparison processes on psychological well-being: How social media, self-evaluation, and education policies affect the mental health of Gen-Z students. Journal of Advances in Education and Philosophy, 8(6), 438–446. https://doi.org/10.36348/jaep.2024.v08i06.003

Liu, Y., & Lei, K. (2025). Development and validity test of the impression management efficacy scale based on the self-presentation behavior of Chinese youth on social media. Frontiers in Psychology, 16, Article 1494083. https://doi.org/10.3389/fpsyg.2025.1494083

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, 16, Article 1579509. https://doi.org/10.3389/fpsyg.2025.1579509

Maisyaroh, S., & Kholisna, T. (2024). Pengaruh academic burnout terhadap motivasi belajar mahasiswa. Psikodinamika: Jurnal Literasi Psikologi, 4(1), 1–14. https://doi.org/10.36636/psikodinamika.v4i1.3936

Nezhad, M. T., Shayanfar, A., Yaqoubi, S., Hamedeyazdan, S., Kazemi, M., Garjani, A., & Dizaji, N. M. (2024). Implementation of an integrated pharmacy education system for pharmacy students: A controlled educational trial. BMC Medical Education, 24, Article 1272. https://doi.org/10.1186/s12909-024-06277-2

Novariska, S., Na’imah, T., Dwiyanti, R., Noveni, N. A., Satata, D. B. M., & Sen, A. (2024). Self-regulated learning and academic stress of Islamic school students: Mediating effect of student engagement. International Journal of Islamic Educational Psychology, 5(2), 196–219. https://doi.org/10.18196/ijiep.v5i2.23643

Nuryana, I., & Wahyuni, D. (2025). The role of learning motivation in mediating the influence of self-regulated learning and peer social support on academic burnout in Grade XI boarding school students at Madrasah Aliyah, Sleman Regency. International Journal of Economics and Management Sciences, 2(1), 219–237. https://doi.org/10.61132/ijems.v2i1.451

Panadero, E. (2017). A review of self-regulated learning: Six models and four directions for research. Frontiers in Psychology, 8, Article 422. https://doi.org/10.3389/fpsyg.2017.00422

Poorgholamy, F., Kazemi, S., Barzegar, M., & Sohrabi, N. (2020). Predicting academic burnout based on achievement goals and self-regulated learning. Iranian Evolutionary and Educational Psychology Journal, 2(1), 13–23. https://doi.org/10.29252/ieepj.2.1.13

Pratiwi, N. P., Astuti, I., & Fergina, A. (2023). Pengaruh self-regulated learning terhadap academic burnout peserta didik. Jurnal Pendidikan dan Pembelajaran Khatulistiwa, 12(11), 2924–2931.

Rabuka, M. C., Latuheru, G., & Taihuttu, Y. (2023). Hubungan stres akademik dengan academic burnout pada mahasiswa semester pertama tahun 2022 di Fakultas Kedokteran Universitas Pattimura Ambon. Jurnal Psikologi Tabularasa, 18(2), 150–158. https://doi.org/10.26905/jpt.v18i2.11115

Rusdi, M. (2025). Scale validation of self-regulated learning. Jurnal Ilmiah Mandala Education, 11(3), 564–574. https://doi.org/10.58258/jime.v11i3.9091

Schaufeli, W. B., Martínez, I. M., Pinto, A. M., Salanova, M., & Bakker, A. B. (2002). Burnout and engagement in university students: A cross-national study. Journal of Cross-Cultural Psychology, 33(5), 464–481. https://doi.org/10.1177/0022022102033005003

Shen, Y. (2025). Social comparison on social media and its impact on self-esteem, appearance anxiety, and career worry. In Proceedings of the ICIHCS 2025 Symposium: The Dialogue Between Tradition and Innovation in Language Learning (pp. 41–48). https://doi.org/10.54254/2753-7064/2025.ht29807

Stamenkovic, I., & Mitrovic, M. (2023). The motivation for using the social media platform TikTok from the perspective of the uses and gratifications theory. Media Studies and Applied Ethics, 4(2), 9–23.

Tomaszek, K., & Cymerman, A. M. (2022). Face the burnout! Link between academic burnout, Facebook use motives and importance, and Facebook intrusion: A longitudinal study. Annals of Psychology, 25(3), 251–270. https://doi.org/10.18290/rpsych2022.0017

Tu, Y., Huang, C., Wang, Q., Zhou, Y., Han, Z., & Huang, Q. (2025). Predicting student burnout in blended environments: A complementary PLS-SEM and machine learning approach. Interactive Learning Environments, 33(3), 2703–2717. https://doi.org/10.1080/10494820.2024.2415446

Tuck, A. B., & Thompson, R. J. (2024). The social media use scale: Development and validation. Assessment, 31(3), 617–636.

Verma, S. (2025). Effect of social media addiction on quality of life and digital stress among university students. Research Hub International Multidisciplinary Research Journal, 12(8), 66–75.

Yaningsih, S., & Fachrurrozie. (2018). Self-regulated learning memoderasi pengaruh media sosial, ekstrakurikuler, dan teman sebaya terhadap prokrastinasi akademik. Economic Education Analysis Journal, 7(3), 141–154.

Yanti, R. R., Supriadi, A., & Rakhman, M. A. (2025). Hubungan self-regulated learning dalam pembelajaran IPS dengan adiksi media sosial TikTok pada peserta didik di SMP Pasundan 12 Bandung. Moderasi: Jurnal Studi Ilmu Pengetahuan Sosial, 6(1), 52–62.

Zhuang, J., Mou, Q., Zheng, T., Gao, F., Zhong, Y., Lu, Q., Gao, Y., & Zhao, M. (2023). A serial mediation model of social media addiction and college students’ academic engagement: The role of sleep quality and fatigue. BMC Psychiatry, 23(1). https://doi.org/10.1186/s12888-023-04799-5

Zimmerman, B. J. (1989). A social cognitive view of self-regulated academic learning. Journal of Educational Psychology, 81(3), 329–339. https://doi.org/10.1037/0022-0663.81.3.329

Zimmerman, B. J. (2002). Becoming a self-regulated learner: An overview. Theory Into Practice, 41(2), 64–70. https://doi.org/10.1207/s15430421tip4102_2

Zimmerman, B. J., & Moylan, A. R. (2009). Self-regulated learning: Where motivation and metacognition intersect. In D. J. Hacker, J. Dunlosky, & A. C. Graesser (Eds.), Handbook of metacognition in education (pp. 299–315). Routledge. https://doi.org/10.4324/9780203876428