[1]Agyapong-Opoku, N., Agyapong-Opoku, F., & Greenshaw, A. J. (2025). Effects of Social Media Use on Youth and Adolescent Mental Health: A Scoping Review of Reviews. Behavioral Sciences, 15(5), 574. https://doi.org/10.3390/bs15050574 [2]Andreassen, C. S., Billieux, J., Griffiths, M. D., Kuss, D. J., Demetrovics, Z., Mazzoni, E., & Pallesen, S. (2020). Bergen Social Media Addiction Scale [Dataset]. https://doi.org/10.1037/t74607-000 [3]Arness, D. C., & Ollis, T. (2022). A mixed-methods study of problematic social media use, attention dysregulation, and social media use motives. Current Psychology, 42(28), 24379–24398. https://doi.org/10.1007/s12144-022-03472-6 [4]Bandura, A. (1997). Self-efficacy: The exercise of control. W H Freeman/Times Books/ Henry Holt & Co.
[6]Bottaro, R., Griffiths, M. D., & Faraci, P. (2025). Meta-analysis of Reliability and Validity of the Bergen Social Media Addiction Scale (BSMAS). International Journal of Mental Health and Addiction. https://doi.org/10.1007/s11469-025-01461-x [7]Cindy Nurlaila, Qurrotul Aini, Sharla Setyawati, & April Laksana. (2024). Dinamika Perilaku Gen Z Sebagai Generasi Internet. Konsensus : Jurnal Ilmu Pertahanan, Hukum dan Ilmu Komunikasi, 1(6), 95–102. https://doi.org/10.62383/konsensus.v1i6.464 [8]
[9]Che, C., He, Y., & Zhou, M. (2025). Effects of social comparison on variety-seeking behavior: the roles of lack of perceived control and self-reflection. Frontiers in Psychology, 16. https://doi.org/10.3389/fpsyg.2025.1534275 [10]Díaz Mujica, A., Sáez Delgado, F., Cobo Rendón, R., Del Valle Tapia, M., López Angulo, Y., & Pérez Villalobos, M. V. (2022). Revisión sistemática sobre autoeficacia en universitarios: conceptualización y medición. Interdisciplinaria. Revista de Psicología Y Ciencias Afines, 39(2). https://doi.org/10.16888/interd.2022.39.2.3 [11]Fauzie, A. S. (2022). Pengaruh social comparison terhadap self-presentation pada emerging adulthood pengguna Instagram (Skripsi, Universitas Pembangunan Jaya).
[13]Gibbons, F. X., & Buunk, B. P. (1999). Individual differences in social comparison: Development of a scale of social comparison orientation. Journal of Personality and Social Psychology, 76(1), 129–142. https://doi.org/10.1037/0022-3514.76.1.129 [15]Hiustra, M. L., Pangaribuan, C. H., & Tri Wismiarsi. (2024). The Dynamic Interactions of Social Media Use, Self-Efficacy, Academic Resilience, and Learning Engagement in College Students. Digismantech (Jurnal Program Studi Bisnis Digital), 4(2). http://dx.doi.org/10.30813/digismantech.v4i2.7605 [16]Király, O., Potenza, M. N., Stein, D. J., King, D. L., Hodgins, D. C., Saunders, J. B., Griffiths, M. D., Gjoneska, B., Billieux, J., Brand, M., Abbott, M. W., Chamberlain, S. R., Corazza, O., Burkauskas, J., Sales, C. M. D., Montag, C., Lochner, C., Grünblatt, E., Wegmann, E., … Demetrovics, Z. (2020). Preventing problematic internet use during the COVID-19 pandemic: Consensus guidance. Comprehensive Psychiatry, 100, 152180. https://doi.org/10.1016/j.comppsych.2020.152180 [17]Kuss, D., & Griffiths, M. (2017). Social Networking Sites and Addiction: Ten Lessons Learned. International Journal of Environmental Research and Public Health, 14(3), 311. https://doi.org/10.3390/ijerph14030311 [18]Lewin, K. M., Ellithorpe, M. E., & Meshi, D. (2022). Social comparison and problematic social media use: Relationships between five different social media platforms and three different social comparison constructs. Personality and Individual Differences, 199(111865), 111865. https://doi.org/10.1016/j.paid.2022.111865 [20]Montag, C., Lachmann, B., Herrlich, M., & Zweig, K. (2019). Addictive Features of Social Media/Messenger Platforms and Freemium Games against the Background of Psychological and Economic Theories. International Journal of Environmental Research and Public Health, 16(14), 2612. https://doi.org/10.3390/ijerph16142612 [21]Moretta, T., Buodo, G., Demetrovics, Z., & Potenza, M. N. (2022). Tracing 20 years of research on problematic use of the internet and social media: Theoretical models, assessment tools, and an agenda for future work. Comprehensive Psychiatry, 112, 152286. https://doi.org/10.1016/j.comppsych.2021.152286 [22]Nikijuluw, G. M. E., Rorong, A., & Londa, V. Y. (n.d.). PERILAKU MASYARAKAT DI ERA DIGITAL (STUDI DI DESA WATUTUMOU III KECAMATA KALAWAT KABUPATEN MINAHASA UTARA).
[23]Nurmala, I., Muthmainnah, M., Hsieh, G. J., Salim, L. A., Nadia, A., Devi, Y. P., Chen, C. Y., Huang, R. Y., Chen, J. S., Griffiths, M. D., & Lin, C. Y. (2025). Problematic Social Media Use and Mental Distress among Indonesian and Taiwanese University Students: Comparing Problematic Generalized Use and Specific Problematic YouTube Use. International Journal of Mental Health and Addiction. https://doi.org/10.1007/s11469-025-01517-y [24]Schneider, S., & Schupp, J. (2011). The Social Comparison Scale: Testing the Validity, Reliability, and Applicability of the Iowa-Netherlands Comparison Orientation Measure (INCOM) on the German Population (SOEPpapers on Multidisciplinary Panel Data Research No. 360). Deutsches Institut für Wirtschaftsforschung (DIW). https://hdl.handle.net/10419/150905 [27]Tewu, D., Destine, D., & Gunawan, I. (2025). Analysis of Social Media User Growth and Its Implications for Digital Marketing Strategies in Indonesia 2024. International Journal of Management Studies and Social Science Research, 07(03), 236–245. https://doi.org/10.56293/IJMSSSR.2025.5623 [28]Schwarzer, R., & Jerusalem, M. (1995). Generalized Self-Efficacy scale. In J. Weinman, S. Wright, & M. Johnston, Measures in health psychology: A user’s portfolio. Causal and control beliefs (pp. 35-37). Windsor, UK: NFER-NELSON.
[29]Sergi, M. R., Picconi, L., Saggino, A., Fermani, A., Bongelli, R., & Tommasi, M. (2023). Psychometric properties of a new instrument for the measurement of the perceived quality of distance learning during the coronavirus disease 2019 (COVID-19) pandemic. Frontiers in Psychology, 14. https://doi.org/10.3389/fpsyg.2023.1169957 [30]Singh, P., Kewalramani, S., & Chandra, R. (2025). Social Media Use and Perceived Self-Efficacy of Adolescents from Government and Private Schools. Journal of Neonatal Surgery, 14(7), 180–185. https://doi.org/10.63682/jns.v14i7.5356 [31]Suls, J., Martin, R., & Wheeler, L. (2002). Social Comparison: Why, With Whom, and With What Effect? Current Directions in Psychological Science, 11(5), 159–163. https://doi.org/10.1111/1467-8721.00191 [33]Syazwani, F., Hendrawan, D., & Siang, T. J. (2025). A Descriptive Study of Adolescents’ Problematic Social Media Use (PSMU) based on the Number of Actively Used Social Platforms. Sains Humanika, 17(3-2), 77–82. https://doi.org/10.11113/sh.v17n3-2.2271 [35]Veleda, G. W., Seoane, G. R., Ezequiel, G. R., Ferreira, C. M., de Figueiredo, V. L. M., Meyer, T. S., Araújo, J. M. G., Rizo, L., de Azevedo Cardoso, T., de Aguiar, K. R., & Souza, L. D. M. (2024). Cross-cultural adaptation and psychometric properties of the Iowa-Netherlands Comparison Orientation Measure for the Brazilian context. Trends in psychiatry and psychotherapy, 46, e20220573. https://doi.org/10.47626/2237-6089-2022-0573 Greene, A., Baugh, M., Sherwood-Laughlin, C., Greathouse, L., Galyan, J., Simić Stanojević, I., Sangmo, D., Jozkowski, K., Dubie, M., & Chow, A. (2024). Development of a sexual consent intervention for adolescents with intellectual and developmental disabilities. Journal of Applied Research in Intellectual Disabilities, 37(5), e13272. https://doi.org/10.1111/jar.13272 [36]Vogel, E. A., Rose, J. P., Roberts, L. R., & Eckles, K. (2014). Social comparison, social media, and self-esteem. Psychology of Popular Media Culture, 3(4), 206–222. https://doi.org/10.1037/ppm0000047 [37]Wang, Y., Pegna, A. J., & Framorando, D. (2023). The effect of social comparison on effort: When similar and slightly better peers increase effort-related cardiovascular responses. International Journal of Psychophysiology, 192, 72–79. https://doi.org/10.1016/j.ijpsycho.2023.08.007 [38]Wilde, N., & Hsu, A. (2019). The influence of general self-efficacy on the interpretation of vicarious experience information within online learning. International Journal of Educational Technology in Higher Education, 16(1). https://doi.org/10.1186/s41239-019-0158-x