Aarts, J., Saddal, S. R. D., Bosmans, J. E., de Groot, V., de Jong, B. A., Klein, M., Ruitenberg, M. F. L., Schaafsma, F. G., Schippers, E. C. F., Schoonheim, M. M., Uitdehaag, B. M. J., van der Veen, S., Waskowiak, P. T., Widdershoven, G. A. M., van der Hiele, K., Hulst, H. E., & Don’t be late! consortium. (2024). Don’t be late! Postponing cognitive decline and preventing early unemployment in people with multiple sclerosis: A study protocol. BMC Neurology, 24(1), 28. https://doi.org/10.1186/s12883-023-03513-y
Acikgoz, A., Acikgoz, B., & Acikgoz, O. (2022). The effect of internet addiction and smartphone addiction on sleep quality among Turkish adolescents. PeerJ, 10, e12876. https://doi.org/10.7717/peerj.12876
Al-Garni, A., et al. (2024). Social media use and sleep quality among secondary school students in Aseer Region: A cross-sectional study. International Journal of General Medicine, 17, 3093–3106. https://doi.org/10.2147/IJGM.S464457
Cabré-Riera, A., Torrent, M., Donaire-Gonzalez, D., Vrijheid, M., Cardis, E., & Guxens, M. (2019). Telecommunication devices use, screen time and sleep in adolescents. Environmental Research, 171, 341–347. https://doi.org/10.1016/j.envres.2018.10.036
Chen, P., Yang, D., Metwally, A. H. S., Lavonen, J., & Wang, X. (2023). Fostering computational thinking through unplugged activities: A systematic literature review and meta-analysis. International Journal of STEM Education, 10, 47. https://doi.org/10.1186/s40594-023-00434-7
Cheng, J., Peng, C., Rong, F., Wang, Y., Tan, Y., & Yu, Y. (2024). Mobile phone addiction and suicide behaviors among Chinese adolescents: The mediation of poor sleep quality. Journal of Behavioral Addictions, 13(1), 88–101. https://doi.org/10.1556/2006.2023.00078
Cheng, L., Fang, G., Zhang, X., Lv, Y., & Liu, L. (2022). Impact of social media use on critical thinking ability of university students. Library Hi Tech, 42(2). https://doi.org/10.1109/LHT-11-2021-0393
Firth, J., Torous, J., Stubbs, B., Firth, J. A., Steiner, G. Z., Smith, L., Alvarez-Jimenez, M., Gleeson, J., Vancampfort, D., Armitage, C. J., & Sarris, J. (2019). The “online brain”: How the internet may be changing our cognition. World Psychiatry, 18(2), 119–129. https://doi.org/10.1002/wps.20617
Hitchcock, C., Funk, J., Cummins, R., Patel, S. D., Catarino, A., Takano, K., Dalgleish, T., & Ewbank, M. (2024). A deep learning quantification of patient specificity as a predictor of session attendance and treatment response to internet-enabled cognitive behavioural therapy for common mental health disorders. Journal of Affective Disorders, 350, 485–491. https://doi.org/10.1016/j.jad.2024.01.134
Kokka, I., et al. (2021). Exploring the effects of problematic internet use on adolescent sleep: A systematic review. International Journal of Environmental Research and Public Health, 18(2), 760. https://doi.org/10.3390/ijerph18020760
Langdon, R. L., DiSabella, M. T., & Strelzik, J. A. (2024). Screen time and pediatric headache: A scoping review of the literature. Headache, 64(2), 211–225. https://doi.org/10.1111/head.14674
O’Reilly, C., & Mohan, G. (2021). The influence of parents on excessive internet use among teenagers. Economic & Social Research Institute. https://www.growingup.gov.ie/pubs/OReilly_GUI2021.pdf
León Méndez, M., Padrón, I., Fumero, A., & Marrero, R. J. (2024). Effects of internet and smartphone addiction on cognitive control in adolescents and young adults: A systematic review of fMRI studies. Neuroscience & Biobehavioral Reviews, 159, 105572. https://doi.org/10.1016/j.neubiorev.2024.105572
Li, L., et al. (2024). Internet addiction and health-related quality of life in adolescents: The mediating role of sleep disturbance. Sleep Medicine, 117, 53–59. https://doi.org/10.1016/j.sleep.2024.03.007
Jiang, Q., Chen, Z., Zhang, Z., & Zuo, C. (2023). Investigating links between internet literacy, internet use, and internet addiction among Chinese youth and adolescents in the digital age. Frontiers in Psychiatry, 14, 1233303. https://doi.org/10.3389/fpsyt.2023.1233303
Taskin, S., Yildirim Kurtulus, H., Satici, S. A., & Deniz, M. E. (2024). Doomscrolling and mental well-being in social media users: A serial mediation through mindfulness and secondary traumatic stress. Journal of Community Psychology, 52(3), 512–524. https://doi.org/10.1002/jcop.23111
Shahrajabian, F., Hasani, J., Griffiths, M. D., Aruguete, M., & Emadi Chashmi, S. J. (2023). Effects of emotional working memory training on problematic internet use, inhibition, attention, and working memory among young problematic internet users: A randomized control study. Addictive Behaviors, 141, 107659. https://doi.org/10.1016/j.addbeh.2023.107659
Liu, X., Lin, X., Zheng, M., Hu, Y., Wang, Y., Wang, L., Du, X., & Dong, G. (2018). Internet search alters intra- and inter-regional synchronization in the temporal gyrus. Frontiers in Psychology, 9, 260. https://doi.org/10.3389/fpsyg.2018.00260
Nagata, J. M., Al-Shoaibi, A. A. A., Leong, A. W., Zamora, G., Testa, A., Ganson, K. T., & Baker, F. C. (2024). Screen time and mental health: A prospective analysis of the Adolescent Brain Cognitive Development (ABCD) Study. BMC Public Health, 24(1), 2686. https://doi.org/10.1186/s12889-024-20102-x
Olivares-Guido, C. M., Tafoya, S. A., Aburto-Arciniega, M. B., Guerrero-López, B., & Diaz-Olavarrieta, C. (2024). Problematic use of smartphones and social media on sleep quality of high school students in Mexico City. International Journal of Environmental Research and Public Health, 21(9), 1177. https://doi.org/10.3390/ijerph21091177
Otsuka, Y., Kaneita, Y., Itani, O., Matsumoto, Y., Jike, M., Higuchi, S., Kanda, H., Kuwabara, Y., Kinjo, A., & Osaki, Y. (2021). The association between internet usage and sleep problems among Japanese adolescents: Three repeated cross-sectional studies. Sleep, 44(12), zsab175. https://doi.org/10.1093/sleep/zsab175
Ozpence, A. I. (2024). Brain rot: Overconsumption of online content (An essay on the publicness of social media). Journal of Business, Innovation and Governance, 7(2). https://doi.org/10.54472/jobig.1605072
Suhail, T. A., Indiradevi, K. P., Suhara, E. M., Poovathina, S. A., & Anitha, A. (2025). Smartphone distractions and cognitive performance in adolescents: An electroencephalography approach. Basic and Clinical Neuroscience, 16(1). http://bcn.iums.ac.ir/article-1-2097-en.html
Small, G. W., Lee, J., Kaufman, A., Jalil, J., Siddarth, P., Gaddipati, H., Moody, T. D., & Bookheimer, S. Y. (2020). Brain health consequences of digital technology use. Dialogues in Clinical Neuroscience, 22(2), 179–187. https://doi.org/10.31887/DCNS.2020.22.2/gsmall
Tymofiyeva, O., Yuan, J. P., Kidambi, R., Huang, C. Y., Henje, E., Rubinstein, M. L., Jariwala, N., Max, J. E., Yang, T. T., & Xu, D. (2020). Neural correlates of smartphone dependence in adolescents. Frontiers in Human Neuroscience, 14, 564629. https://doi.org/10.3389/fnhum.2020.564629
Yousef, A. M. Y., Alshamy, A., Tlili, A., & Metwally, A. H. S. (2025). Demystifying the new dilemma of brain rot in the digital era: A review. Journal of Business, Innovation and Governance, 15(3). https://doi.org/10.3390/brainsci15030283
Li, J., & Yoo, Y. (2024). Adolescents’ short-form video addiction and sleep quality: The mediating role of social anxiety. BMC Psychology, 12, 369. https://doi.org/10.1186/s40359-024-01865-9
Varghese, A., et al. (2021). The role of technology and social media use in sleep-onset difficulties among Italian adolescents: Cross-sectional study. Journal of Medical Internet Research, 23(3), e20319. https://doi.org/10.2196/20319
Woran, K., Kundre, M. R., & Pondang, A. F. (2020). Analisis hubungan penggunaan media sosial dengan kualitas tidur pada remaja. Jurnal Keperawatan (JKp), 8(2).
Yohana, H., & Agripana, A. G. (2018). Hubungan durasi penggunaan media sosial dengan gangguan pola tidur pada anak usia 12 sampai 14 tahun di SMP Negeri 1 Langke Rembong. Jurnal Wawasan Kesehatan, 3(2).
Zhang, K., et al. (2023). Effect of social media addiction on executive functioning among young adults: The mediating roles of emotional disturbance and sleep quality. Psychology Research and Behavior Management, 16, 1911–1920. https://doi.org/10.2147/PRBM.SXXXX
Oxford University Press. (2024). ‘Brain rot’ dinobatkan sebagai kata Oxford tahun 2024. https://corp.oup.com/news/brain-rot-named-oxford-word-of-the-year-2024/
Papalia, D. E., & Feldman, R. D. (2015). Menyelami perkembangan manusia (Edisi ke-12). Jakarta: Salemba Humanika.