References
- Bian, M., & Leung, L. (2015). Linking loneliness, shyness, smartphone addiction symptoms, and patterns of smartphone use to social capital. Social Science Computer Review, 33(1), 61-79. DOI: 10.1177/0894439314528779
- Cacioppo, J. T. (2008). Loneliness: Human nature and the need for social connection. WW Norton & Company.
- Casey, B. J., & Jones, R. M. (2010). Neurobiology of the adolescent brain and behavior: implications for substance use disorders. Journal of the American Academy of Child & Adolescent Psychiatry, 49(12), 1189-1201. DOI: 10.1016/jjaac.2010.08.017
- Cheng, C., & Li, A. Y. L. (2014). Internet addiction prevalence and quality of (real) life: A meta-analysis of 31 nations across seven world regions. Cyberpsychology Behavior, and Social Networking, 17(12), 755-760. DOI: 10.1089/cyber.2014.0317
- Cheng, Y. S., Tseng, P. T., Lin, P. Y., Chen, T. Y., Stubbs, B., Carvalho, A. F., Wu, C. K., Chen, Y. W., & Wu, M. K. (2018). Internet addiction and its relationship with suicidal behaviors: a meta-analysis of multinational observational studies. The Journal of Clinical Psychiatry, 79(4), DOI: 10.4088/JCP.17r11761
- Chiu, S. I. (2014). The relationship between life stress and smartphone addiction on Taiwanese university student: A mediation model of learning self-efficacy and social self-efficacy. Computers in Human Behavior, 34, 49-57. DOI: 10.1016/j.chb.2014.01.024
- Compas, B. E. (1987). Coping with stress during childhood and adolescence. Psychological Bulletin, 101(3), 393. DOI: 10.1037/0033-2909.101.3.393
- Crone, E. A., & Dahl, R. E. (2012). Understanding adolescence as a period of social-affective engagement and goal flexibility. Nature Reviews Neuroscience, 13(9), 636-650. DOI: 10.1038/nm3313
- Dempsey, A. E., 0'Brien, K. D., Tiamiyu, M. F., & Elhai, J. D. (2019). Fear of missing out (FoMO) and rumination mediate relations between social anxiety and problematic Facebook use. Addictive Behaviors Reports, 9, 100150. DOI: 10.1016/j.abrep.2018.100150
- Elhai, J. D., Dvorak, R. D., Levine, J. C., & Hall, B. J. (2017a). Problematic smartphone use: a conceptual overview and systematic review of relations with anxiety and depression psychopathology. Journal of Affective Disorders, 207, 251-259. DOI: 10.1016/j.jad.2016.08.030
- Elhai, J. D., Levine, J. C., Dvorak, R. D., & Hall, B. J. (2017b). Non-social features of smartphone use are most related to depression, anxiety and problematic smartphone use. Computers in Human Behavior, 69, 75-82. DOI: 10.1016/j.chb.2016.12.023
- Elhai, J. D., Yang, H., McKay, D., & Asmundson, G. J. (2020). COVID-19 anxiety symptoms associated with problematic smartphone use severity in Chinese adults. Journal of Affective Disorders, 274, 576-582. DOI: 10.1016.j.jad.2020.05.080 https://doi.org/10.1016.j.jad.2020.05.080
- Frazier, P. A., Tix, A. P., & Barron, K. E. (2004). Testing moderator and mediator effects in counseling psychology research. Journal of Counseling Psychology, 51(1), 115. DOI: 10.1037/0022-0167.51.1.115
- Hadar, A., Hadas, I., Lazarovits, A., Alyagon, U., Eliraz, D., & Zangen, A. (2017). Answering the missed call: Initial exploration of cognitive and electrophysiological changes associated with smartphone use and abuse. PloS One, 12(7), e0180094. DOI: 10.1371/journal.pone.0180094
- Hirsch, J. K., Chang, E. C., & Jeglic, E. L. (2012). Social problem solving and suicidal behavior: Ethnic differences in the moderating effects of loneliness and life stress. Archives of Suicide Research, 16(4), 303-315. DOI: 10.1080/13811118.2013.722054
- Joiner, T. E. (2005). Why people die by suicide. Harvard University Press. DOI: 10.2307/j.ctvjghv2f
- Hayes, A. F., & Scharkow, M. (2013). The relative trustworthiness of inferential tests of the indirect effect in statistical mediation analysis: does method really matter?. Psychological Science, 24(10), 1918-1927. DOI: 10.1177/0956797613480187
- Kim, Y. J., Jang, H. M., Lee, Y., Lee, D., & Kim, D. J. (2018). Effects of internet and smartphone addictions on depression and anxiety based on propensity score matching analysis. International journal of Environmental Research and Public Health, 15(5), 859. DOI: 10.3390/ijerph15050859
- 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. (2020). Preventing problematic internet use during the COVID-19 pandemic: Consensus guidance. Comprehensive Psychiatry, 100, 152180. DOI: 10.1016/j.comppych.2020.152180
- Kraut, R., Patterson, M., Lundmark, V., Kiesler, S., Mukophadhyay, T., & Scherlis, W. (1998). Internet paradox: A social technology that reduces social involvement and psychological well-being? American Psychologist, 53(9), 1017. DOI: 10.1037/0003-066X.53.9.1017
- Kwon, M., Kim, D. J., Cho, H., & Yang, S. (2013). The smartphone addiction scale: development and validation of a short version for adolescents. PloS One, 8(12), e83558. DOI: 10.1371/journal.pone.0083558
- Lazarus, R. S., & Folkman, S. (1984). Stress, appraisal, and coping. Springer Publishing Company. DOI: 10.1007/978-1-4419-1005-9_215
- Lemola, S., Perkinson-Gloor, N., Brand, S., Dewald-Kaufmann, J. F., & Grob, A. (2015). Adolescents' electronic media use at night, sleep disturbance, and depressive symptoms in the smartphone age. Journal of Youth and Adolescence, 44(2), 405-418. DOI: 10.1007/s10964-014-0176-X
- Lepp, A., Barkley, J. E., & Karpinski, A. C. (2014). The relationship between cell phone use, academic performance, anxiety, and satisfaction with life in college students. Computers in Human Behavior, 31, 343-350. DOI: 10.1016/j.chb.2013.10.049
- Lin, L. Y., Sidani, J. E., Shensa, A., Radovic, A., Miller, E., Colditz, J. B., Hoffman, B. L., Giles, L. M., & Primack, B. A. (2016). Association between social media use and depression among US young adults. Depression and Anxiety, 33(4), 323-331. DOI: 10.1002/da.22466
- Peplau, L. A., & Perlman, D. (1982). Perspectives on loneliness. In L.A. Peplau & D. Perlman (Eds.), Loneliness: A sourcebook of current theory, research, and therapy (pp. 1-18). John Wiley & Sons.
- Przybylski, A. K., & Weinstein, N. (2013). Can you connect with me now? How the presence of mobile communication technology influences face-to-face conversation quality. Journal of Social and Personal Relationships, 30(3), 237-246. DOI: 10.1177/0265407512453827
- Samaha, M., & Hawi, N. S. (2016). Relationships among smartphone addiction, stress, academic performance, and satisfaction with life. Computers in Human Behavior, 57, 321-325. DOI: 10.1016(j.chb.2015.12.045 https://doi.org/10.1016(j.chb.2015.12.045
- Steinberg, L. (2017). A social neuroscience perspective on adolescent risk-taking. In Biosocial Theories of Crime (pp. 435-463). Routledge.
- Thomée, S., Härenstam, A., & Hagberg, M. (2011). Mobile phone use and stress, sleep disturbances, and symptoms of depression among young adults-a prospective cohort study. BMC Public Health, 11, 1-11. DOI: 10.1186/1471-2458-11-66
- Twenge, J. M., Joiner, T. E., Rogers, M. L., & Martin, G. N. (2018a). Increases in depressive symptoms, suicide-related outcomes, and suicide rates among US adolescents after 2010 and links to increased new media screen time. Clinical Psychological Science, 6(1), 3-17. DOI: 10.1177/2167702617723376
- Twenge, J. M., Martin, G. N., & Campbell, W. K. (2018b). Decreases in psychological well-being among American adolescents after 2012 and links to screen time during the rise of smartphone technology. Emotion, 18(6), 765. DOI: 10.1037/emo0000403
- Twenge, J. M., Martin, G. N., & Spitzberg, B. H. (2019). Trends in US Adolescents' media use, 1976-2016: The rise of digital media, the decline of TV, and the (near) demise of print. Psychology of Popular Media Culture, 8(4), 329. DOI: 10.1037/ppm0000203
- Valkenburg, P. M., & Peter, J. (2007). Online communication and adolescent well-being: Testing the stimulation versus the displacement hypothesis. Journal of Computer-mediated Communication, 12(4), 1169-1182. DOI: 10.1111,/j.1083-6101.2007.00368.x https://doi.org/10.1111,/j.1083-6101.2007.00368.x
- van Heeringen K. (2012). Stress-Diathesis Model of Suicidal Behavior. In: Dwivedi Y, editor. The Neurobiological Basis of Suicide. Boca Raton, FL, USA: CRC Press/Taylor & Francis DOI : 10.1201/b12215-7
- Van Orden, K. A., Witte, T. K., Cukrowicz, K. C., Braithwaite, S. R., Selby, E. A., & Joiner Jr, T. E. (2010). The interpersonal theory of suicide. Psychological Review, 117(2), 575. DOI: 10.1037/a0018697