Acknowledgement
This paper was supported by Joongbu University Research & Development Fund in 2020.
References
- AlAbdulwahab, S. S., Kachanathu, S. J., & AlMotairi, M. S. (2017). Smartphone use addiction can cause neck disability. Musculoskeletal Care, 15(1), 10-12. https://doi.org/10.1002/msc.1170
- Ayar, D., Bektas, M., Bektas, I., Kudubes, A. A., Ok, Y. S., Altan, S. S., & Celik, I. (2017). The effect of adolescents' Internet addiction on smartphone addiction. Journal of Addictions Nursing, 28(4), 210-214. https://doi.org/10.1097/JAN.0000000000000196
- Bae, S. M. (2015). The relationships between perceived parenting style, learning motivation, friendship satisfaction, and the addictive use of smartphones with elementary school students of South Korea: Using multivariate latent growth modeling. School Psychology International, 36(5), 513-531. https://doi.org/10.1177/0143034315604017
- Barnes, S. J., Pressey, A. D., & Scornavacca, E. (2019). Mobile ubiquity: Understanding the relationship between cognitive absorption, smartphone addiction and social network services. Computers in Human Behavior, 90, 246-258. https://doi.org/10.1016/j.chb.2018.09.013
- 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. https://doi.org/10.1177/0894439314528779
- Billieux, J., Philippot, P., Schmid, C., Maurage, P., De Mol, J., & Van der Linden, M. (2015). Is dysfunctional use of the mobile phone a behavioral addiction? Confronting symptom-based versus process-based approaches. Clinical Psychology & Psychotherapy, 22, 460-468. https://doi.org/10.1002/cpp.1910
- Bruni, O., Sette, S., Fontanesi, L., Baicco, R., Laghi, F., & Baumgartner, E. (2015). Technology use and sleep quality in preadolescence and adolescence. Journal of Clinical Sleep Medicine, 11(12), 1433-1441. https://doi.org/10.5664/jcsm.5282
- Cha, S. S., & Seo, B. K. (2018). Smartphone use and smartphone addiction in middle school students in Korea: Prevalence, social networking service, and game use. Health Psychology Open, 5(1). https://doi.org/10.1177/2055102918755046.
- Chambers, R. A., Taylor, J. R., & Potenza, M. N. (2003). Developmental neurocircuitry of motivation in adolescence: A critical period of addiction vulnerability. American Journal of Psychiatry, 160(6), 1041-1052. https://doi.org/10.1176/appi.ajp.160.6.1041
- Chang, F. C., Chiu, C. H., Chen, P. H., Chiang, J. T., Miao, N. F., Chuang, H. Y., & Liu, S. (2019). Children's use of mobile devices, smartphone addiction and parental mediation in Taiwan. Computers in Human Behavior, 93, 25-32. https://doi.org/10.1016/j.chb.2018.11.048
- Chiu, S. I. (2014). The relationship between life stress and smartphone addiction on Taiwanese university students: A mediation model of learning selfefficacy and social self-efficacy. Computers in Human Behavior, 34, 49-57. https://doi.org/10.1016/j.chb.2014.01.024
- Cho, K. S., & Lee, J. M. (2017). Influence of smartphone addiction proneness of young children on problematic behaviors and emotional intelligence: Mediating self-assessment effects of parents using smartphones. Computers in Human Behavior, 66, 303-311. https://doi.org/10.1016/j.chb.2016.09.063
- Choi, E. Y. (2020). Mediating effects of social withdrawal and self-esteem between social relationships and smartphone dependence and gender differences in these relationships. Korean Journal of Youth Studies, 27(5), 433-459. https://doi.org/10.21509/KJYS.2020.05.27.5.433
- Choi, S. W., & Kim, S. H. (2015). Influence of adolescent attachment to parents on addiction to smart phone: Mediation effect brought in by self-esteem. The Korean Journal of School Psychology, 12(3), 365-383. http://www.dbpia.co.kr/journal/articleDetail?nodeId=NODE06596734 https://doi.org/10.16983/kjsp.2015.12.3.365
- Cohen, S., & Hoberman, H. M. (1983). Positive events and social supports as buffers of life change stress. Journal of Applied Social Psychology, 13(2), 99-125. https://doi.org/10.1111/j.1559-1816.1983.tb02325.x
- Demirci, K., Akgonul, M., & Akpinar, A. (2015). Relationship of smartphone use severity with sleep quality, depression, and anxiety in university students. Journal of Behavioral Addictions, 4(2), 85-92. https://doi.org/10.1556/2006.4.2015.010
- Ebata, A. T., & Moos, R. H. (1991). Coping and adjustment in distressed and healthy adolescents. Journal of Applied Developmental Psychology, 12(1), 33-54. https://doi.org/10.1016/0193-3973(91)90029-4
- Elhai, J. D., Dvorak, R. D., Levine, J. C., & Hall, B. J. (2017). Problematic smartphone use: A conceptual overview and systematic review of relations with anxiety and depression psychopathology. Journal of Affective Disorders. 207, 251-259. https://doi.org/10.1016/j.jad.2016.08.030
- Enez Darcin, A., Kose, S., Noyan, C. O., Nurmedov, S., Yilmaz, O., & Dilbaz, N. (2016). Smartphone addiction and its relationship with social anxiety and loneliness. Behaviour & Information Technology, 35(7), 520-525. https://doi.org/10.1080/0144929X.2016.1158319
- Fisher-Grote, L., Kothgassner, O. D., & Felnhofer, A. (2019). Risk factors for problematic smartphone use in children and adolescents: A review of existing literature. Neuropsychiatr, 33(4), 179-190. https://doi.org/10.1007/s40211-019-00319-8
- Firat, S., Gul, H., Sertcelik, M., Gul, M., Gurel, Y., & Kilic, B. G. (2018). The relationship between problematic smartphone use and psychiatric symptoms among adolescents who applied to psychiatry clinics. Psychiatry Research, 270, 97-103. https://doi.org/10.1016/j.psychres.2018.09.015
- Gallimberti, L., Buja, A., Chindamo, S., Terraneo, A., Marini, E., Rabensteiner, A., Vinelli, A., Perez, L. J. G., & Valdo, V. (2016). Problematic cell phone use for text messaging and substance abuse in early adolescence (11- to 13-year-olds). European Journal of Pediatrics, 175(3), 355-364. https://doi.org/10.1007/s00431-015-2645-y
- Griffths, M. (1999). Internet addiction: Fact or fiction?. The Psychologist, 12(5), 246-250. https://thepsychologist.bps.org.uk/volume-12/edition-5/internet-addiction-fact-or-fiction-0
- Griffiths, M. (2000). Does Internet and computer addiction exist? Some case study evidence. Cyberpsychology & Behavior, 13(2), 211-218. https://doi.org/10.1089/109493100316067
- Griffths, M. (2005). A 'components' model of addiction within a biopsychosocial framework. Journal of Substance Use, 10(4), 191-197. https://doi.org//10.1080/14659890500114359
- Ha, M. S. (2020). Relationship between mother's smartphone addiction and adolescents' smartphone addiction: Verification of multiple mediating effects of negative parenting attitude, social withdrawal, and depression. Asian Journal of Education, 21(4), 1001-1035. https://doi.org/10.15753/aje.2020.12.21.4.1001
- Haug, S., Castro, R. P., Kwon, M., Filler, A., Kowatsch, T., & Schaub, M. P. (2015). Smartphone use and smartphone addiction among young people in Switzerland. Journal of Behavioral Addiction, 4(4), 299-307. https://doi.org/10.1556/2006.4.2015.037
- Herrero, J., Torres, A., Vivas, P., & Urena, A. (2019). Smartphone addiction and social support: A three-year longitudinal study. Psychosocial Intervention, 28(3), 111-118. https://doi.org/10.5093/pi2019a6
- Ihm, J. (2018). Social implications of children's smartphone addiction: The role of support networks and social engagement. Journal of Behavioral Addictions, 7(2), 473-481. https://doi.org/10.1556/2006.7.2018.48
- Jeong, S. H., Kim, H. J., Yum, J. Y., & Hwang, Y. (2016). What type of content are smartphone users addicted to? SNS vs. games. Computers in Human Behavior, 54, 10-17. https://doi.org/10.1016/j.chb.2015.07.035
- Jeong, J. S., & Lee. H. K. (2020). A study on factors affecting smartphone addiction in children and adolescents: Focusing on the comparison between 4th-grade elementary school students and 1st-grade middle school students. Journal of Youth Wellfare, 22(4), 211-241. https://doi.org/10.19034/KAYW.2020.22.4.08
- Jo, H. S., Na, E., & Kim, D. J. (2018). The relationship between smartphone addiction predisposition and impulsivity among Korean smartphone users. Addiction Research & Theory, 26(1), 77-84. https://doi.org/10.1080/16066359.2017.1312356
- Karaman, G. N. (2013). Predicting the problem behavior in adolescents. Eurasian Journal of Educational Research, 52, 137-154. https://eric.ed.gov/?id=EJ1060388
- Kee, I. K., Byun, J. S., Jung, J. K., & Choi, J. K. (2016). The presence of altered craniocervical posture and mobility in smartphone-addicted teenagers with temporomandibular disorders. Journal of Physical Therapy Science, 28(2), 339-346. https://doi.org/10.1589/jpts.28.339
- Kim, J. (2017). Smartphone-mediated communication vs. face-to-face interaction: Two routes to social support and problematic use of smartphone. Computers in Human Behavior, 67, 282-291. https://doi.org/10.1016/j.chb.2016.11.004
- Kim, K., Lee, H., & Moon, S. I. (2016). Exploring the effects of network size, usage behaviors, and assimilation for peer relations on adolescents' smartphone addiction symptoms. Korean Journal of Broadcasting and Telecommunication Studies, 30(4), 5-40. http://www.dbpia.co.kr/journal/articleDetail?nodeId=NODE06735342
- Kim, Y. M., & Lim, Y. S. (2014). Change patterns of adolescents' self-control employing the hierarchical growth modeling: Tests of the effects of parent attachment, peer attachment and teacher attachment. Korean Journal of Youth Studies, 21(5), 303-327. http://www.dbpia.co.kr/journal/articleDetail?nodeId=NODE06662237
- Kim, H. J., Min, J. Y., Min, K. B., Lee, T. J., & Yoo, S. (2018). Relationship among family environment, self-control, friendship quality, and adolescents' smartphone addiction in South Korea: Findings from nationwide data. PLos One, 13(2), e190896. https://doi.org/10.1371/journal.pone.0190896
- Kim, S. G., Park, J., Kim, H. T., Pan, Z., Lee, Y., & McIntyre, R. S. (2019). The relationship between smartphone addiction and symptoms of depression, anxiety, and attention-deficit/hyperactivity in South Korean adolescents. Annals of General Psychiatry, 18(1). https://doi.org/10.1186/s12991-019-0224-8
- Korea Creative Content Agency (2019a). 2019 Game users survey. https://www.kocca.kr/cop/bbs/view/B0000147/1840157.do?menuNo=201825
- Korea Creative Content Agency (2019b). 2019 Game overdependence survey. https://www.kocca.kr/cop/bbs/view/B0000147/1841450.do?menuNo=201825
- 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. https://doi.org/10.1371/journal.pone.0083558
- Lee, S. (2018). An analysis on the mental health of adolescent addicted to smartphone. Journal of Youth Welfare, 20(3), 47-67. http://doi.org/10.19034/KAYW.2018.20.3.03
- Lee, J. E., Jang, S. I., Ju, Y. J., Kim, W., Lee H. J., & Park, E. C. (2017). Relationship between mobile phone addiction and the incidence of poor and short sleep among Korean adolescents: A longitudinal study of the Korean Children & Youth Panel Survey. Journal of Korean Medical Science, 32(7), 1166-1172. https://doi.org/10.3346/jkms.2017.32.7.1166
- Lee, J., & Kim, J. (2020). A study on the factors affecting the over-dependence of adolescents' smartphone: Focusing on moderating effect of gender. The Journal of Humanities and Social Sciences 21, 11(1), 1171-1184. https://doi.org/10.22143/HSS21.11.1.86
- Lee, H. J., Kim, J. W., & Choi, T. Y. (2017). Risk factors for smartphone addiction in Korean adolescents: Smartphone use patterns. Journal of Korean Medical Science, 32(10), 1674-1679. https://doi.org/10.3346/jkms.2017.32.10.1674
- Lee, Y., Kwan, Y., & Chae, G. (2019). The effects of parental-attachment on smart phone addiction for the middle school students: Focusing on moderating effects of self-control. Forum for Youth Culture, 59, 55-79. https://doi.org/10.17854/ffyc.2019.07.59.55
- Lee, A. R., & Lee, K. Y. (2012). The effects of parental factors, friend's factors, and psychological factors on the addictive mobile phone use of children. The Journal of Child Education, 21(2), 27-39. http://kiss.kstudy.com/thesis/thesis-view.asp?key=3056445
- Lee, C., & Lee, S. J. (2017). Prevalence and predictors of smartphone addiction proneness among Korean adolescents. Children and Youth Services Review, 77(C), 10-17. https://doi.org/10.1016/j.childyouth.2017.04.002
- Lee, S. J., Lee, C., & Lee, C. (2016). Smartphone addiction and application usage in Korean adolescents: Effects of mediation strategies. Social Behavior and Personality, 44(9), 1525-1534. https://doi.org/10.2224/sbp.2016.44.9.1525
- Lee, E. J., & Ogbolu, Y. (2018). Does parental control work with smartphone addiction? A cross-sectional study of children in South Korea. Journal of Addictions Nursing, 29(2), 128-138. https://doi.org/10.1097/JAN.0000000000000222
- Lee, H., Seo, M. J., & Choi, T. Y. (2016). The effect of home-based daily journal writing in Korean adolescents with smartphone addiction. Journal of Korean Medical Science, 31(5), 764-769. https://doi.org/10.3346/jkms.2016.31.5.764
- Leung, I. (2008). Linking psychological attributes to addiction and improper use of the mobile phone among adolescents in Hong Kong. Journal of Children & Media, 2(2), 93-113. https://doi.org/10.1080/17482790802078565
- Lin, Y. H., Pan, Y. C., Lin, S. H., & Chen, S. H. (2017). Development of short-form and screening cutoff point of the Smartphone Addiction Inventory (SPAI-SF). International Journal of Methods in Psychiatric Research, 26(2): e1525. https://doi.org/10.1002/mpr.1525
- Lopez-Fernandez, O., Honrubia-Serrano, L., Freixa-Blanxart, M., & Gibson, W. (2014). Prevalence of problematic mobile phone use in British adolescents. Cyberpsychology, Behavior, and Social Networking, 17(2), 91-98. https://doi.org/10.1089/cyber.2012.0260
- Ministry of Science and ICT & National Information Society Agency (2019). The survey on smartphone overdependence. https://www.nia.or.kr/common/board/Download.do?bcIdx=21939&cbIdx=65914&fileNo=1
- Moon, J. H., Lee, M. Y., & Moon, N. J. (2014). Association between video display terminal use and dry eye disease in school children. Journal of Pediatric Ophthalmology and Strabismus, 51(2), 87-92. https://doi.org/10.3928/01913913-20140128-01
- Nikken, P., & Schols, M. (2015). How and why parents guide the media use of young children. Journal of Child and Family Studies, 24(11), 3423-3435. https://doi.org/10.1007/s10826-015-0144-4
- Oh, D., & Lee, J. K. (2014). A study on smart media usage, addiction, and effects among adolescents. Media, Gender & Culture, 29(3), 125-158. http://www.dbpia.co.kr/journal/articleDetail?nodeId=NODE02485629
- Oulasvirta, A., Rattenbury, T., Ma, L., & Raita, E. (2012). Habits make smartphone use more pervasive. Personal and Ubiquitous Computing, 16(1), 105-114. https://doi.org/10.1007/s00779-011-0412-2
- Randler, C., Wolfgang, I., Matt, K., Demirhan, E., Horzum, M. B., & Besoluk, S. (2016). Smartphone addiction proneness in relation to sleep and morningness-eveningness in German adolescents. Journal of Behavioral Addictions, 5(3), 465-473. https://doi.org/10.1556/2006.5.2016.056
- Rheingold, H. (1993). The virtual community: Home steading on the electronic frontier. Addison-Wesley.
- Rotter, J. B. (1954). Social learning and clinical psychology. Prentice-Hall.
- Samaha, M., & Hawi, N. S. (2016). Relationships among smartphone addiction, stress, academic performance, and satisfaction with life. Computers in Human Behavior, 57, 321-325. https://doi.org/10.1016/j.chb.2015.12.045
- Sanchez-Martinez, M., & Otero, A. (2009). Factors associated with cell phone use in adolescents in the community of Madrid (Spain). CyberPsychology & Behavior, 12(2), 131-137. https://doi.org/10.1089/cpb.2008.0164
- Seo, B. J. (2018). In the impact of academic stress on smartphone addiction among teenagers: Focusing on dual mediating effects of depression and aggression. Crisisonomy, 14(6), 77-90. https://www.earticle.net/Article/A334917
- Shaw, M., & Black, D. W. (2008). Internet addiction: Definition, assessment, epidemiology and clinical management. CNS Drugs, 22, 353-365. https://doi.org/10.2165/00023210-200822050-00001
- Shin, H. K. (2002). The relationship of academic stress, negative affectivity, alexithymia, and perceived parenting behavior to somatization in adolescents. Korean Journal of Clinical Psychology, 21(1), 171-187. http://www.dbpia.co.kr/journal/articleDetail?nodeId=NODE06370989
- Shin, H., & Jeong, S. H. (2018). The predictors of children and adolescents' smartphone addiction. Journal of Cybercommunication Academic Society, 35(3), 5-50. https://doi.org/10.36494/JCAS.2018.09.35.3.5
- Sohn, S. Y., Rees, P., Wildridge, B., Kalk, N. J., & Carter, B. (2019). Prevalence of problematic smartphone usage and associated mental health outcomes amongst children and young people: A systematic review, meta-analysis and GRADE of the evidence. BMC Psychiatry, 19(1): 356. https://doi.org/10.1186/s12888-019-2350-x
- Soni, R., Upadhyay, R., & Jain, M. (2017). Prevalence of smart phone addiction, sleep quality and associated behavior problems in adolescents. International Journal of Reserch in Medical Sciences, 5(2), 515-519. http://dx.doi.org/10.18203/2320-6012.ijrms20170142
- Statista. (2021). Number of smartphone users worldwide from 2016 to 2021. https://www.statista.com/statistics/330695/number-of-smartphone-users-worldwide/
- Suk, M. S., & Ku, Y. G. (2016). The effects of individual, family, and school factors on smart-phone addiction of adolescents. Journal of Youth Welfare, 18(1), 53-77. https://do i.org/10.19034/KAYW.2016.18.1.03
- Tangmungongvorakul, A., Musumari, P. M., Tsubohara, Y., Ayood, P., Srithanaviboonchai, K., Techasrivichien, T., Suguimoto, S. P., Ono-Kihara, M., & Kihara, M. (2020). Factors associated with smartphone addiction: A comparative study between Japanese and Thai high school students. PLoS ONE, 15(9), e0238459. https://doi.org/10.1371/journal.pone.0238459
- van Deursen, A. J. A. M., Bolle, C. L., Hegner, S. M., & Kommers, P. A. M. (2015). Modeling habitual and addictive smartphone behavior: The role of smartphone usage types, emotional intelligence, social stress, selfregulation, age, and gender. Computers in Human Behavior, 45, 411-420. https://doi.org/10.1016/j.chb.2014.12.039
- Woo, S. (2013). The effects of parental abuse and neglect, and children's peer attachment, on mobile phone dependency. Family & Environment Research, 51(6), 583-590. https://doi.org/10.6115/fer.2013.51.6.583
- Young, K. S. (1998). Internet addiction: The emergence of a new clinical disorder. Cyberpsychology & Behavior, 1(3), 237-244. https://doi.org/10.1089/cpb.1998.1.237
- Yoon, M. S., Kim, N. H., & Park, W. K. (2014). The effects of game, leisure, family factors on the Internet game addiction in middle school students. Korean Journal of Youth Studies, 21(4), 309-337. http://www.dbpia.co.kr/journal/articleDetail?nodeId=NODE06662222
- Yu, S., & Sussman, S. (2020). Does smartphone addiction fall on a continuum of addictive behaviors? International Journal of Environmental Research and Public Health, 17(2), 422. https://doi.org/10.3390/ijerph17020422
- Yuh, J. (2015). The effects of family relations and parent-adolescent communication on adolescents' smartphone addiction symptoms: Examining the mediating role of self-esteem and impulsivity. Journal of Open Parent Education, 7(1), 101-112. https://www.kci.go.kr/kciportal/ci/sereArticleSearch/ciSereArtiView.kci?sereArticleSearchBean.artiId=ART001976930