Skip to main content
Top
Gepubliceerd in:

20-07-2024 | Empirical Research

The Associations Between Social Support and Problematic Mobile Phone Use Among Children and Adolescents: A Three-level Meta-analysis

Auteurs: Yilin Zhang, Yueyang Qi, Yuanxiao Ma

Gepubliceerd in: Journal of Youth and Adolescence | Uitgave 1/2025

Log in om toegang te krijgen
share
DELEN

Deel dit onderdeel of sectie (kopieer de link)

  • Optie A:
    Klik op de rechtermuisknop op de link en selecteer de optie “linkadres kopiëren”
  • Optie B:
    Deel de link per e-mail

Abstract

Numerous studies have investigated the relationship between social support and problematic mobile phone use among adolescents, yet a definitive consensus remains elusive. The high prevalence of problematic mobile phone use among children and adolescents requires urgent clarity on this issue. However, previous meta-analyses on this topic have primarily focused on college students, overlooking this association in younger age groups. The present study thus concentrated on children and adolescents, conducting a three-level meta-analysis to combine existing research findings and analyze various moderators to identify sources of research heterogeneity. A systematic literature search retrieved a total of 33 studies with 135 effect sizes for this meta-analysis, and 25,537 students (53.83% female, age range 7–19, grades range 3rd–12th) were included. The results showed a negative correlation (r = −0.139) between social support and problematic mobile phone use in children and adolescents. Age, social support measurement, sources of social support, and symptoms of problematic mobile phone use were found to have a significant moderating influence. Specifically, social support showed a stronger negative correlation with problematic mobile phone use in older adolescents compared to their younger counterparts. The correlation was more pronounced when using the Multidimensional Scale of Perceived Social Support than other scales. Family support exhibited a stronger negative correlation with problematic mobile phone use compared to other sources of support. Among the symptoms of problematic mobile phone use, the inability to control craving has the strongest negative correlation with social support. This meta-analysis suggested that providing more social support, particularly in the form of family support, during the development of children and adolescents may help alleviate problematic mobile phone use.
Bijlagen
Alleen toegankelijk voor geautoriseerde gebruikers
Literatuur
go back to reference Aker, S., Şahin, M. K., Sezgin, S., & Oğuz, G. (2017). Psychosocial factors affecting smartphone addiction in university students. Journal of Addictions Nursing, 28(4), 215–219.PubMedCrossRef Aker, S., Şahin, M. K., Sezgin, S., & Oğuz, G. (2017). Psychosocial factors affecting smartphone addiction in university students. Journal of Addictions Nursing, 28(4), 215–219.PubMedCrossRef
go back to reference American Psychiatric Association, DSM-5 Task Force. (2013). Diagnostic and statistical manual of mental disorders: DSM-5™ (5th ed.). American Psychiatric Publishing, Inc. American Psychiatric Association, DSM-5 Task Force. (2013). Diagnostic and statistical manual of mental disorders: DSM-5™ (5th ed.). American Psychiatric Publishing, Inc.
go back to reference Andrews, G., Tennant, C., Hewson, D. M., & Vaillant, G. E. (1978). Life event stress, social support, coping style, and risk of psychological impairment. Journal of Nervous & Mental Disease, 166(5), 307–316.CrossRef Andrews, G., Tennant, C., Hewson, D. M., & Vaillant, G. E. (1978). Life event stress, social support, coping style, and risk of psychological impairment. Journal of Nervous & Mental Disease, 166(5), 307–316.CrossRef
go back to reference Assink, M., & Wibbelink, C. J. (2016). Fitting three-level meta-analytic models in R: a step‒by‒step tutorial. The Quantitative Methods for Psychology, 12(3), 154–174.CrossRef Assink, M., & Wibbelink, C. J. (2016). Fitting three-level meta-analytic models in R: a step‒by‒step tutorial. The Quantitative Methods for Psychology, 12(3), 154–174.CrossRef
go back to reference Barańczuk, U. (2019). The five-factor model of personality and emotion regulation: a meta-analysis. Personality and Individual Differences, 139, 217–227.CrossRef Barańczuk, U. (2019). The five-factor model of personality and emotion regulation: a meta-analysis. Personality and Individual Differences, 139, 217–227.CrossRef
go back to reference Bernheim, A., Halfon, O., & Boutrel, B. (2013). Controversies about the enhanced vulnerability of the adolescent brain to develop addiction. Frontiers in Pharmacology, 4, 64013.CrossRef Bernheim, A., Halfon, O., & Boutrel, B. (2013). Controversies about the enhanced vulnerability of the adolescent brain to develop addiction. Frontiers in Pharmacology, 4, 64013.CrossRef
go back to reference Bianchi, A., & Phillips, J. G. (2005). Psychological predictors of problem mobile phone use. Cyberpsychology & Behavior, 8(1), 39–51.CrossRef Bianchi, A., & Phillips, J. G. (2005). Psychological predictors of problem mobile phone use. Cyberpsychology & Behavior, 8(1), 39–51.CrossRef
go back to reference Billieux, J. (2012). Problematic use of the mobile phone: a literature review and a pathways model. Current Psychiatry Reviews, 8(4), 299–307.CrossRef Billieux, J. (2012). Problematic use of the mobile phone: a literature review and a pathways model. Current Psychiatry Reviews, 8(4), 299–307.CrossRef
go back to reference Billieux, J., Van der Linden, M., & Rochat, L. (2008). The role of impulsivity in actual and problematic use of the mobile phone. Applied Cognitive Psychology, 22(9), 1195–1210.CrossRef Billieux, J., Van der Linden, M., & Rochat, L. (2008). The role of impulsivity in actual and problematic use of the mobile phone. Applied Cognitive Psychology, 22(9), 1195–1210.CrossRef
go back to reference Borenstein, M. (2009). Effect sizes for continuous data. In H. Cooper, L. V. Hedges, & J. C. Valentine (Eds.), The handbook of research synthesis and meta-analysis (2nd ed., pp. 221–235). Russell Sage Foundation. Borenstein, M. (2009). Effect sizes for continuous data. In H. Cooper, L. V. Hedges, & J. C. Valentine (Eds.), The handbook of research synthesis and meta-analysis (2nd ed., pp. 221–235). Russell Sage Foundation.
go back to reference Buctot, D. B., Kim, N., & Kim, J. J. (2020). Factors associated with smartphone addiction prevalence and its predictive capacity for health-related quality of life among Filipino adolescents. Children and Youth Services Review, 110, 104758.CrossRef Buctot, D. B., Kim, N., & Kim, J. J. (2020). Factors associated with smartphone addiction prevalence and its predictive capacity for health-related quality of life among Filipino adolescents. Children and Youth Services Review, 110, 104758.CrossRef
go back to reference Camara, M., Bacigalupe, G., & Padilla, P. (2017). The role of social support in adolescents: are you helping me or stressing me out? International Journal of Adolescence and Youth, 22(2), 123–136.CrossRef Camara, M., Bacigalupe, G., & Padilla, P. (2017). The role of social support in adolescents: are you helping me or stressing me out? International Journal of Adolescence and Youth, 22(2), 123–136.CrossRef
go back to reference Card, N. A. (2012). Applied meta-analysis for social science research. Guilford Publications. Card, N. A. (2012). Applied meta-analysis for social science research. Guilford Publications.
go back to reference Cavanaugh, A. M., & Buehler, C. (2016). Adolescent loneliness and social anxiety: the role of multiple sources of support. Journal of Social and Personal Relationships, 33(2), 149–170.CrossRef Cavanaugh, A. M., & Buehler, C. (2016). Adolescent loneliness and social anxiety: the role of multiple sources of support. Journal of Social and Personal Relationships, 33(2), 149–170.CrossRef
go back to reference Chen, L., Yan, Z., Tang, W., Yang, F., Xie, X., & He, J. (2016). Mobile phone addiction levels and negative emotions among Chinese young adults: the mediating role of interpersonal problems. Computers in Human Behavior, 55, 856–866.CrossRef Chen, L., Yan, Z., Tang, W., Yang, F., Xie, X., & He, J. (2016). Mobile phone addiction levels and negative emotions among Chinese young adults: the mediating role of interpersonal problems. Computers in Human Behavior, 55, 856–866.CrossRef
go back to reference Cheung, M. W. L. (2014). Modeling dependent effect sizes with three-level meta-analyses: a structural equation modeling approach. Psychological Methods, 19(2), 211–229.PubMedCrossRef Cheung, M. W. L. (2014). Modeling dependent effect sizes with three-level meta-analyses: a structural equation modeling approach. Psychological Methods, 19(2), 211–229.PubMedCrossRef
go back to reference Cheung, T., Lee, R. L., Tse, A. C., Do, C. W., So, B. C., Szeto, G. P., & Lee, P. H. (2019). Psychometric properties and demographic correlates of the smartphone addiction scale-short version among Chinese children and adolescents in Hong Kong. Cyberpsychology, Behavior, and Social Networking, 22(11), 714–723.PubMedCrossRef Cheung, T., Lee, R. L., Tse, A. C., Do, C. W., So, B. C., Szeto, G. P., & Lee, P. H. (2019). Psychometric properties and demographic correlates of the smartphone addiction scale-short version among Chinese children and adolescents in Hong Kong. Cyberpsychology, Behavior, and Social Networking, 22(11), 714–723.PubMedCrossRef
go back to reference Dancoine, P. F., & Gentina, E. (2018). Different effects of social support on adolescent smoking and the mediation by smartphone dependence. Journal of Addiction Medicine, 12(5), 387–394.PubMedCrossRef Dancoine, P. F., & Gentina, E. (2018). Different effects of social support on adolescent smoking and the mediation by smartphone dependence. Journal of Addiction Medicine, 12(5), 387–394.PubMedCrossRef
go back to reference Davey, A., Nasser, K., & Davey, S. (2020). Gender differential for smartphone addiction and its predictors among adolescents: assessing relationship with self-control via SEM approach. Journal of Indian Association for Child and Adolescent Mental Health, 16(3), 80–101.CrossRef Davey, A., Nasser, K., & Davey, S. (2020). Gender differential for smartphone addiction and its predictors among adolescents: assessing relationship with self-control via SEM approach. Journal of Indian Association for Child and Adolescent Mental Health, 16(3), 80–101.CrossRef
go back to reference Demaray, M. K., Malecki, C. K., Davidson, L. M., Hodgson, K. K., & Rebus, P. J. (2005). The relationship between social support and student adjustment: a longitudinal analysis. Psychology in the Schools, 42(7), 691–706.CrossRef Demaray, M. K., Malecki, C. K., Davidson, L. M., Hodgson, K. K., & Rebus, P. J. (2005). The relationship between social support and student adjustment: a longitudinal analysis. Psychology in the Schools, 42(7), 691–706.CrossRef
go back to reference Demirci, K., Akgönül, 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.PubMedPubMedCentralCrossRef Demirci, K., Akgönül, 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.PubMedPubMedCentralCrossRef
go back to reference Deng, X., Li, X., & Xiang, Y. (2024). Smartphone addiction and internalized and externalized aggression among adolescents: evidence from longitudinal study and weekly diary study. Computers in Human Behavior, 150, 107988.CrossRef Deng, X., Li, X., & Xiang, Y. (2024). Smartphone addiction and internalized and externalized aggression among adolescents: evidence from longitudinal study and weekly diary study. Computers in Human Behavior, 150, 107988.CrossRef
go back to reference De-Sola Gutiérrez, J., Rodríguez de Fonseca, F., & Rubio, G. (2016). Cell-phone addiction: a review. Frontiers in Psychiatry, 7(175), 1–15. De-Sola Gutiérrez, J., Rodríguez de Fonseca, F., & Rubio, G. (2016). Cell-phone addiction: a review. Frontiers in Psychiatry, 7(175), 1–15.
go back to reference Ding, Y., Wan, X., Lu, G., Huang, H., Liang, Y., Yu, J., & Chen, C. (2022). The associations between smartphone addiction and self-esteem, self-control, and social support among Chinese adolescents: a meta-analysis. Frontiers in Psychology, 13, 1029323.PubMedPubMedCentralCrossRef Ding, Y., Wan, X., Lu, G., Huang, H., Liang, Y., Yu, J., & Chen, C. (2022). The associations between smartphone addiction and self-esteem, self-control, and social support among Chinese adolescents: a meta-analysis. Frontiers in Psychology, 13, 1029323.PubMedPubMedCentralCrossRef
go back to reference Du, G., & Lyu, H. (2021). Future expectations and internet addiction among adolescents: the roles of intolerance of uncertainty and perceived social support. Frontiers in Psychiatry, 12, 727106.PubMedPubMedCentralCrossRef Du, G., & Lyu, H. (2021). Future expectations and internet addiction among adolescents: the roles of intolerance of uncertainty and perceived social support. Frontiers in Psychiatry, 12, 727106.PubMedPubMedCentralCrossRef
go back to reference Duan K. (2018). Study on the relationship between mental toughness, social support and mobile phone dependence of secondary vocational students (Master’s thesis). Shanghai Normal University. Duan K. (2018). Study on the relationship between mental toughness, social support and mobile phone dependence of secondary vocational students (Master’s thesis). Shanghai Normal University.
go back to reference DuBois, D., Burk-Braxton, C., Swenson, L. P., Tevendale, H., Lockerd, E. M., & Moran, B. L. (2002). Getting by with a little help from self and others: self-esteem and social support as resources during early adolescence. Developmental Psychology, 38(5), 822–839.PubMedCrossRef DuBois, D., Burk-Braxton, C., Swenson, L. P., Tevendale, H., Lockerd, E. M., & Moran, B. L. (2002). Getting by with a little help from self and others: self-esteem and social support as resources during early adolescence. Developmental Psychology, 38(5), 822–839.PubMedCrossRef
go back to reference Egger, M., Smith, G. D., Schneider, M., & Minder, C. (1997). Bias in meta-analysis detected by a simple, graphical test. British Medical Journal, 315(7109), 629–634.PubMedPubMedCentralCrossRef Egger, M., Smith, G. D., Schneider, M., & Minder, C. (1997). Bias in meta-analysis detected by a simple, graphical test. British Medical Journal, 315(7109), 629–634.PubMedPubMedCentralCrossRef
go back to reference Esen, E., & Siyez, D. M. (2011). Examining the psycho-social variables that predict the Internet addiction in teenagers. Turkish Psychological Consultancy and Guidance Journal, 4(36), 127–138. Esen, E., & Siyez, D. M. (2011). Examining the psycho-social variables that predict the Internet addiction in teenagers. Turkish Psychological Consultancy and Guidance Journal, 4(36), 127–138.
go back to reference Favieri, F., Forte, G., Casagrande, M., Dalpiaz, C., Riglioni, A., & Langher, V. (2023). A portrait of gambling behaviors and associated cognitive beliefs among young adolescents in Italy. International Journal of Mental Health and Addiction, 1–15. Favieri, F., Forte, G., Casagrande, M., Dalpiaz, C., Riglioni, A., & Langher, V. (2023). A portrait of gambling behaviors and associated cognitive beliefs among young adolescents in Italy. International Journal of Mental Health and Addiction, 1–15.
go back to reference Fu, L., Wang, P., Zhao, M., Xie, X., Chen, Y., Nie, J., & Lei, L. (2020). Can emotion regulation difficulty lead to adolescent problematic smartphone use? A moderated mediation model of depression and perceived social support. Children and Youth Services Review, 108, 104660.CrossRef Fu, L., Wang, P., Zhao, M., Xie, X., Chen, Y., Nie, J., & Lei, L. (2020). Can emotion regulation difficulty lead to adolescent problematic smartphone use? A moderated mediation model of depression and perceived social support. Children and Youth Services Review, 108, 104660.CrossRef
go back to reference Funder, D. C., & Ozer, D. J. (2019). Evaluating effect size in psychological research: sense and nonsense. Advances in Methods and Practices in Psychological Science, 2(2), 156–168.CrossRef Funder, D. C., & Ozer, D. J. (2019). Evaluating effect size in psychological research: sense and nonsense. Advances in Methods and Practices in Psychological Science, 2(2), 156–168.CrossRef
go back to reference Gignac, G. E., & Szodorai, E. T. (2016). Effect size guidelines for individual differences researchers. Personality and Individual Differences, 102, 74–78.CrossRef Gignac, G. E., & Szodorai, E. T. (2016). Effect size guidelines for individual differences researchers. Personality and Individual Differences, 102, 74–78.CrossRef
go back to reference Gillath, O., Karantzas, G. C., Romano, D., & Karantzas, K. M. (2022). Attachment security priming: a meta-analysis. Personality and Social Psychology Review, 26(3), 183–241.PubMedCrossRef Gillath, O., Karantzas, G. C., Romano, D., & Karantzas, K. M. (2022). Attachment security priming: a meta-analysis. Personality and Social Psychology Review, 26(3), 183–241.PubMedCrossRef
go back to reference Gough, D. (2007). Weight of Evidence: a framework for the appraisal of the quality and relevance of evidence. Research Papers in Education, 22(2), 213–228. Gough, D. (2007). Weight of Evidence: a framework for the appraisal of the quality and relevance of evidence. Research Papers in Education, 22(2), 213–228.
go back to reference Gao, X. (2016). Research on the relationship between mobile phone dependence and social support of Yuyang District vocational middle school students. Super Science, 32, 39–40. Gao, X. (2016). Research on the relationship between mobile phone dependence and social support of Yuyang District vocational middle school students. Super Science, 32, 39–40.
go back to reference Guo, Y., & He, X. (2017). Meta-analysis of the relationship between college students’ social support and mobile phone addiction in China. Journal of Sichuan Normal University (Social Sciences Edition), 44(06), 91–101. Guo, Y., & He, X. (2017). Meta-analysis of the relationship between college students’ social support and mobile phone addiction in China. Journal of Sichuan Normal University (Social Sciences Edition), 44(06), 91–101.
go back to reference Helgeson, V. S. (1993). Two important distinctions in social support: kind of support and perceived versus received. Journal of Applied Social Psychology, 23(10), 825–845.CrossRef Helgeson, V. S. (1993). Two important distinctions in social support: kind of support and perceived versus received. Journal of Applied Social Psychology, 23(10), 825–845.CrossRef
go back to reference Herrero, J., Urueña, A., Torres, A., & Hidalgo, A. (2019). Socially connected but still isolated: smartphone addiction decreases social support over time. Social Science Computer Review, 37(1), 73–88.CrossRef Herrero, J., Urueña, A., Torres, A., & Hidalgo, A. (2019). Socially connected but still isolated: smartphone addiction decreases social support over time. Social Science Computer Review, 37(1), 73–88.CrossRef
go back to reference Holt-Lunstad, J., Smith, T. B., & Layton, J. B. (2010). Social relationships and mortality risk: a meta-analytic review. PLoS Medicine, 7(7), e1000316.PubMedPubMedCentralCrossRef Holt-Lunstad, J., Smith, T. B., & Layton, J. B. (2010). Social relationships and mortality risk: a meta-analytic review. PLoS Medicine, 7(7), e1000316.PubMedPubMedCentralCrossRef
go back to reference Hornstein, E. A., Haltom, K. E., Shirole, K., & Eisenberger, N. I. (2018). A unique safety signal: Social-support figures enhance rather than protect from fear extinction. Clinical Psychological Science, 6(3), 407–415.CrossRef Hornstein, E. A., Haltom, K. E., Shirole, K., & Eisenberger, N. I. (2018). A unique safety signal: Social-support figures enhance rather than protect from fear extinction. Clinical Psychological Science, 6(3), 407–415.CrossRef
go back to reference Hu, S., Feng, C., & Wu, J. (2022). Relationship between teenagers’ exercise motivation, perception of social support and mobile phone dependence. Contemporary Sports Technology, 12(32), 158–161. Hu, S., Feng, C., & Wu, J. (2022). Relationship between teenagers’ exercise motivation, perception of social support and mobile phone dependence. Contemporary Sports Technology, 12(32), 158–161.
go back to reference Jiang, Y., & Bai, X. (2014). College students rely on mobile Internet making impact on alienation: the role of society supporting systems. Psychological Development and Education, 30(5), 540–549. Jiang, Y., & Bai, X. (2014). College students rely on mobile Internet making impact on alienation: the role of society supporting systems. Psychological Development and Education, 30(5), 540–549.
go back to reference Jiao, X. (2020). Research on the cellphone addiction of secondary vocational students: current situation and psychological causes (Master’s thesis). Central China Normal University. Jiao, X. (2020). Research on the cellphone addiction of secondary vocational students: current situation and psychological causes (Master’s thesis). Central China Normal University.
go back to reference Jin, R., Wen, X., & Jiang, Y. (2015). The relationship between college students’ social support and mobile phone dependence: the mediating role of social adaptation. Journal of Guangzhou University (Social Science Edition), 14(10), 2–6. Jin, R., Wen, X., & Jiang, Y. (2015). The relationship between college students’ social support and mobile phone dependence: the mediating role of social adaptation. Journal of Guangzhou University (Social Science Edition), 14(10), 2–6.
go back to reference Kardefelt-Winther, D. (2014). A conceptual and methodological critique of internet addiction research: towards a model of compensatory internet use. Computers in Human Behavior, 31, 351–354.CrossRef Kardefelt-Winther, D. (2014). A conceptual and methodological critique of internet addiction research: towards a model of compensatory internet use. Computers in Human Behavior, 31, 351–354.CrossRef
go back to reference 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), e0190896.PubMedPubMedCentralCrossRef 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), e0190896.PubMedPubMedCentralCrossRef
go back to reference Kim, J. H. (2022). Parental support and problematic smartphone use: a serial mediating model of self-esteem and fear of missing out. International Journal of Environmental Research and Public Health, 19(13), 7657.PubMedPubMedCentralCrossRef Kim, J. H. (2022). Parental support and problematic smartphone use: a serial mediating model of self-esteem and fear of missing out. International Journal of Environmental Research and Public Health, 19(13), 7657.PubMedPubMedCentralCrossRef
go back to reference Kormas, G., Critselis, E., Janikian, M., Kafetzis, D., & Tsitsika, A. (2011). Risk factors and psychosocial characteristics of potential problematic and problematic internet use among adolescents: a cross-sectional study. BMC Public Health, 11, 1–8.CrossRef Kormas, G., Critselis, E., Janikian, M., Kafetzis, D., & Tsitsika, A. (2011). Risk factors and psychosocial characteristics of potential problematic and problematic internet use among adolescents: a cross-sectional study. BMC Public Health, 11, 1–8.CrossRef
go back to reference Kwak, J. Y., Kim, J. Y., & Yoon, Y. W. (2018). Effect of parental neglect on smartphone addiction in adolescents in South Korea. Child Abuse & Neglect, 77, 75–84.CrossRef Kwak, J. Y., Kim, J. Y., & Yoon, Y. W. (2018). Effect of parental neglect on smartphone addiction in adolescents in South Korea. Child Abuse & Neglect, 77, 75–84.CrossRef
go back to reference Kwon, M., Lee, J. Y., Won, W. Y., Park, J. W., & Min, J. A., et al. (2013a). Development and validation of a Smartphone Addiction Scale (SAS). PLoS ONE, 8(2), e56936.PubMedPubMedCentralCrossRef Kwon, M., Lee, J. Y., Won, W. Y., Park, J. W., & Min, J. A., et al. (2013a). Development and validation of a Smartphone Addiction Scale (SAS). PLoS ONE, 8(2), e56936.PubMedPubMedCentralCrossRef
go back to reference Kwon, M., Kim, D. J., Cho, H., & Yang, S. (2013b). The smartphone addiction scale: development and validation of a short version for adolescents. PLoS ONE, 8(12), e83558.PubMedPubMedCentralCrossRef Kwon, M., Kim, D. J., Cho, H., & Yang, S. (2013b). The smartphone addiction scale: development and validation of a short version for adolescents. PLoS ONE, 8(12), e83558.PubMedPubMedCentralCrossRef
go back to reference Lapierre, M. A., Zhao, P., & Custer, B. E. (2019). Short-term longitudinal relationships between smartphone use/dependency and psychological well-being among late adolescents. Journal of Adolescent Health, 65(5), 607–612.CrossRef Lapierre, M. A., Zhao, P., & Custer, B. E. (2019). Short-term longitudinal relationships between smartphone use/dependency and psychological well-being among late adolescents. Journal of Adolescent Health, 65(5), 607–612.CrossRef
go back to reference Lee, T. Y., & Busiol, D. (2016). A review of research on phone addiction amongst children and adolescents in Hong Kong. International Journal of Child and Adolescent Health, 9(4), 433–442. Lee, T. Y., & Busiol, D. (2016). A review of research on phone addiction amongst children and adolescents in Hong Kong. International Journal of Child and Adolescent Health, 9(4), 433–442.
go back to reference Lei, H., Li, S., Chiu, M. M., & Lu, M. (2018). Social support and Internet addiction among mainland Chinese teenagers and young adults: a meta-analysis. Computers in Human Behavior, 85, 200–209.CrossRef Lei, H., Li, S., Chiu, M. M., & Lu, M. (2018). Social support and Internet addiction among mainland Chinese teenagers and young adults: a meta-analysis. Computers in Human Behavior, 85, 200–209.CrossRef
go back to reference 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, 405–418.PubMedCrossRef 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, 405–418.PubMedCrossRef
go back to reference Leung, L. (2008). Linking psychological attributes to addiction and improper use of the mobile phone among adolescents in Hong Kong. Journal of Children and Media, 2(2), 93–113.CrossRef Leung, L. (2008). Linking psychological attributes to addiction and improper use of the mobile phone among adolescents in Hong Kong. Journal of Children and Media, 2(2), 93–113.CrossRef
go back to reference Li, H., & Li, Y. (2004). Influencing of family background on social support in college students. Chinese Journal of Behavioral Medical Science, 13(02), 191–192. Li, H., & Li, Y. (2004). Influencing of family background on social support in college students. Chinese Journal of Behavioral Medical Science, 13(02), 191–192.
go back to reference Li, N., Bai, Y., & Zhao, Y. (2016). A review of the effects of social support and family environment on depressive tendencies in adolescents. Industry and Technology Forum, 15(12), 103–104. Li, N., Bai, Y., & Zhao, Y. (2016). A review of the effects of social support and family environment on depressive tendencies in adolescents. Industry and Technology Forum, 15(12), 103–104.
go back to reference Li, S. (2022). The effect of family cumulative risk on mobile phone addiction in middle school students: the moderating role of perceived social support (Master’s thesis). Xinjiang Normal University. Li, S. (2022). The effect of family cumulative risk on mobile phone addiction in middle school students: the moderating role of perceived social support (Master’s thesis). Xinjiang Normal University.
go back to reference Li, J. B., Willems, Y. E., Stok, F. M., Deković, M., Bartels, M., & Finkenauer, C. (2019). Parenting and self-control across early to late adolescence: a three-level meta-analysis. Perspectives on Psychological Science, 14(6), 967–1005.PubMedCrossRef Li, J. B., Willems, Y. E., Stok, F. M., Deković, M., Bartels, M., & Finkenauer, C. (2019). Parenting and self-control across early to late adolescence: a three-level meta-analysis. Perspectives on Psychological Science, 14(6), 967–1005.PubMedCrossRef
go back to reference Li, J., Hu, D., Ji, J., & Fu, H. (2015). Development of mobile internet addiction and a discussion on the concept. Chinese Journal of Behavioral Medicine and Brain Science, 24(12), 1138–1140. Li, J., Hu, D., Ji, J., & Fu, H. (2015). Development of mobile internet addiction and a discussion on the concept. Chinese Journal of Behavioral Medicine and Brain Science, 24(12), 1138–1140.
go back to reference Lipsey, M. W., & Wilson, D. B. (2001). Practical meta-analysis. Sage. Lipsey, M. W., & Wilson, D. B. (2001). Practical meta-analysis. Sage.
go back to reference Lissak, G. (2018). Adverse physiological and psychological effects of screen time on children and adolescents: literature review and case study. Environmental Research, 164, 149–157.PubMedCrossRef Lissak, G. (2018). Adverse physiological and psychological effects of screen time on children and adolescents: literature review and case study. Environmental Research, 164, 149–157.PubMedCrossRef
go back to reference Liu, F. (2022). Shyness and smartphone addiction in adolescents: the role of experiential avoidance and online social support (Master thesis). Shanxi University. Liu, F. (2022). Shyness and smartphone addiction in adolescents: the role of experiential avoidance and online social support (Master thesis). Shanxi University.
go back to reference Liu, W., & Cai, T. (2015). The Mediating effect of loneliness between social support and phone addiction tendency. Chinese Journal of Clinical Psychology, 23(5), 926–928. Liu, W., & Cai, T. (2015). The Mediating effect of loneliness between social support and phone addiction tendency. Chinese Journal of Clinical Psychology, 23(5), 926–928.
go back to reference Liu, Y. (2017). Research on the relationship of self-control, perceived social support and mobile phone dependence in the middle school students (Master’s thesis). Minnan Normal University. Liu, Y. (2017). Research on the relationship of self-control, perceived social support and mobile phone dependence in the middle school students (Master’s thesis). Minnan Normal University.
go back to reference Liu, Y. (2022). The relationship between negative life events and mobile phone dependence in adolescents: a moderated mediation model. Mental Health Education in Primary and Secondary Schools, 23, 10–15. Liu, Y. (2022). The relationship between negative life events and mobile phone dependence in adolescents: a moderated mediation model. Mental Health Education in Primary and Secondary Schools, 23, 10–15.
go back to reference Liu, X., Chen, J., Lei, W., Liang, X., & Liu, K. (2017). Association between mobile phone addiction and social anxiety in college students: the mediating effect of interpersonal relationship. Journal of Southwest Medical University, 40(4), 392–396. Liu, X., Chen, J., Lei, W., Liang, X., & Liu, K. (2017). Association between mobile phone addiction and social anxiety in college students: the mediating effect of interpersonal relationship. Journal of Southwest Medical University, 40(4), 392–396.
go back to reference Loleska, S., & Pop-Jordanova, N. (2021). Is smartphone addiction in the younger population a public health problem? Prilozi, 42(3), 29–36.PubMedCrossRef Loleska, S., & Pop-Jordanova, N. (2021). Is smartphone addiction in the younger population a public health problem? Prilozi, 42(3), 29–36.PubMedCrossRef
go back to reference Mahapatra, S. (2019). Smartphone addiction and associated consequences: role of loneliness and self-regulation. Behavior & Information Technology, 38(8), 833–844.CrossRef Mahapatra, S. (2019). Smartphone addiction and associated consequences: role of loneliness and self-regulation. Behavior & Information Technology, 38(8), 833–844.CrossRef
go back to reference Mann, R. E. (2005). Availability as a law of addiction. Addiction (Abingdon, England), 100(7), 924–932. Mann, R. E. (2005). Availability as a law of addiction. Addiction (Abingdon, England), 100(7), 924–932.
go back to reference Matar, B. J., & Jaalouk, D. (2017). Depression, anxiety, and smartphone addiction in university students–a cross-sectional study. PLoS ONE, 12(8), e0182239. Matar, B. J., & Jaalouk, D. (2017). Depression, anxiety, and smartphone addiction in university students–a cross-sectional study. PLoS ONE, 12(8), e0182239.
go back to reference McKenna, K. Y. A., & Bargh, J. A. (2000). Plan 9 from cyberspace: The implications of the Internet for personality and social psychology. Personality and Social Psychology Review, 4(1), 57–75.CrossRef McKenna, K. Y. A., & Bargh, J. A. (2000). Plan 9 from cyberspace: The implications of the Internet for personality and social psychology. Personality and Social Psychology Review, 4(1), 57–75.CrossRef
go back to reference Meng, S. (2020). The impact of adolescents’ perceived social support on the use of problem mobile social networks: the mediating effect of loneliness and negative coping styles (Master thesis). Harbin Normal University. Meng, S. (2020). The impact of adolescents’ perceived social support on the use of problem mobile social networks: the mediating effect of loneliness and negative coping styles (Master thesis). Harbin Normal University.
go back to reference Moher, D., Liberati, A., Tetzlaff, J., & Altman, D. G. (2009). Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. Annals of Internal Medicine, 151(4), 264–269.PubMedCrossRef Moher, D., Liberati, A., Tetzlaff, J., & Altman, D. G. (2009). Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. Annals of Internal Medicine, 151(4), 264–269.PubMedCrossRef
go back to reference Moher, D., Shamseer, L., Clarke, M., Ghersi, D., Liberati, A., Petticrew, M., & Stewart, L. A. (2015). Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement. Systematic Reviews, 4(1), 1–9.PubMedPubMedCentralCrossRef Moher, D., Shamseer, L., Clarke, M., Ghersi, D., Liberati, A., Petticrew, M., & Stewart, L. A. (2015). Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement. Systematic Reviews, 4(1), 1–9.PubMedPubMedCentralCrossRef
go back to reference Nowak, M., Rachubińska, K., Starczewska, M., Kupcewicz, E., Szylińska, A., Cymbaluk-Płoska, A., & Grochans, E. (2022). Correlations between problematic mobile phone use and depressiveness and daytime sleepiness, as well as perceived social support in adolescents. International Journal of Environmental Research and Public Health, 19(20), 13549.PubMedPubMedCentralCrossRef Nowak, M., Rachubińska, K., Starczewska, M., Kupcewicz, E., Szylińska, A., Cymbaluk-Płoska, A., & Grochans, E. (2022). Correlations between problematic mobile phone use and depressiveness and daytime sleepiness, as well as perceived social support in adolescents. International Journal of Environmental Research and Public Health, 19(20), 13549.PubMedPubMedCentralCrossRef
go back to reference Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., & Moher, D. (2021). The PRISMA 2020 statement: an updated guideline for reporting systematic reviews. Revista espanola de cardiologia (English Edition), 74(9), 790–799. Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., & Moher, D. (2021). The PRISMA 2020 statement: an updated guideline for reporting systematic reviews. Revista espanola de cardiologia (English Edition), 74(9), 790–799.
go back to reference Pallini, S., Morelli, M., Chirumbolo, A., Baiocco, R., Laghi, F., & Eisenberg, N. (2019). Attachment and attention problems: a meta-analysis. Clinical Psychology Review, 74, 101772.PubMedCrossRef Pallini, S., Morelli, M., Chirumbolo, A., Baiocco, R., Laghi, F., & Eisenberg, N. (2019). Attachment and attention problems: a meta-analysis. Clinical Psychology Review, 74, 101772.PubMedCrossRef
go back to reference Park, J. A., & Chung, J. N. (2015). A study on the effects of self-control and social support on the mobile phone dependence in elementary school students. Korean Journal of Human Ecology, 24(6), 769–781.CrossRef Park, J. A., & Chung, J. N. (2015). A study on the effects of self-control and social support on the mobile phone dependence in elementary school students. Korean Journal of Human Ecology, 24(6), 769–781.CrossRef
go back to reference Park, S. Y., Yang, S., Shin, C. S., Jang, H., & Park, S. Y. (2019). Long-term symptoms of mobile phone use on mobile phone addiction and depression among Korean adolescents. International Journal of Environmental Research and Public Health, 16(19), 3584.PubMedPubMedCentralCrossRef Park, S. Y., Yang, S., Shin, C. S., Jang, H., & Park, S. Y. (2019). Long-term symptoms of mobile phone use on mobile phone addiction and depression among Korean adolescents. International Journal of Environmental Research and Public Health, 16(19), 3584.PubMedPubMedCentralCrossRef
go back to reference Peng, S., Zhou, B., Wang, X., Zhang, H., & Hu, X. (2020). Does high teacher autonomy support reduce smartphone use disorder in Chinese adolescents? A moderated mediation model. Addictive Behaviors, 105, 106319.PubMedCrossRef Peng, S., Zhou, B., Wang, X., Zhang, H., & Hu, X. (2020). Does high teacher autonomy support reduce smartphone use disorder in Chinese adolescents? A moderated mediation model. Addictive Behaviors, 105, 106319.PubMedCrossRef
go back to reference Pontes, A., Coelho, V., Peixoto, C., Meira, L., & Azevedo, H. (2024). Academic stress and anxiety among portuguese students: the role of perceived social support and self-management. Education Sciences, 14(2), 119.CrossRef Pontes, A., Coelho, V., Peixoto, C., Meira, L., & Azevedo, H. (2024). Academic stress and anxiety among portuguese students: the role of perceived social support and self-management. Education Sciences, 14(2), 119.CrossRef
go back to reference Ramón-Arbués, E., Granada-López, J. M., Martínez-Abadía, B., Echániz-Serrano, E., Antón-Solanas, I., & Nash, M. (2021). Prevalence and factors associated with problematic internet use in a population of Spanish university students. International Journal of Environmental Research and Public Health, 18(14), 1–12.CrossRef Ramón-Arbués, E., Granada-López, J. M., Martínez-Abadía, B., Echániz-Serrano, E., Antón-Solanas, I., & Nash, M. (2021). Prevalence and factors associated with problematic internet use in a population of Spanish university students. International Journal of Environmental Research and Public Health, 18(14), 1–12.CrossRef
go back to reference Ran, G., Li, J., Zhang, Q., & Niu, X. (2022). The association between social anxiety and mobile phone addiction: a three-level meta-analysis. Computers in Human Behavior, 130, 107198.CrossRef Ran, G., Li, J., Zhang, Q., & Niu, X. (2022). The association between social anxiety and mobile phone addiction: a three-level meta-analysis. Computers in Human Behavior, 130, 107198.CrossRef
go back to reference Roberts, J., Yaya, L., & Manolis, C. (2014). The invisible addiction: cell-phone activities and addiction among male and female college students. Journal of Behavioral Addictions, 3(4), 254–265. Roberts, J., Yaya, L., & Manolis, C. (2014). The invisible addiction: cell-phone activities and addiction among male and female college students. Journal of Behavioral Addictions, 3(4), 254–265.
go back to reference Rowicka, M (2015). Uzależnienia Behawioralne-Terapia i Profilaktyka. Krajowe Biuro do Spraw Przeciwdziałania Narkomanii. Rowicka, M (2015). Uzależnienia Behawioralne-Terapia i Profilaktyka. Krajowe Biuro do Spraw Przeciwdziałania Narkomanii.
go back to reference Sahu, M., Gandhi, S., & Sharma, M. K. (2019). Mobile phone addiction among children and adolescents: a systematic review. Journal of Addictions Nursing, 30(4), 261–268.PubMedCrossRef Sahu, M., Gandhi, S., & Sharma, M. K. (2019). Mobile phone addiction among children and adolescents: a systematic review. Journal of Addictions Nursing, 30(4), 261–268.PubMedCrossRef
go back to reference Samaha, M., & Hawi, N. S. (2016). Relationships among smartphone addiction, stress, academic performance, and satisfaction with life. Computers in Human Behavior, 57(4), 321–325.CrossRef Samaha, M., & Hawi, N. S. (2016). Relationships among smartphone addiction, stress, academic performance, and satisfaction with life. Computers in Human Behavior, 57(4), 321–325.CrossRef
go back to reference Seo, I. K., & Lee, Y. S. (2016). Effects of adolescents’ motivation for use of smartphone on their addiction to smartphone: control effect of social support. The Korean Journal of Rehabilitation Psychology, 23(4), 857–875. Seo, I. K., & Lee, Y. S. (2016). Effects of adolescents’ motivation for use of smartphone on their addiction to smartphone: control effect of social support. The Korean Journal of Rehabilitation Psychology, 23(4), 857–875.
go back to reference Seo, I. K., & Lee, Y. S. (2017). The mediating effects of social supports in the relationship between the adolescents’ exposure to neglect and smart phone addiction. Journal of Emotional & Behavioral Disorders, 33(3), 233–247. Seo, I. K., & Lee, Y. S. (2017). The mediating effects of social supports in the relationship between the adolescents’ exposure to neglect and smart phone addiction. Journal of Emotional & Behavioral Disorders, 33(3), 233–247.
go back to reference Shambare, R., Rugimbana, R., & Zhowa, T. (2012). Are mobile phones the 21st-century addiction? African Journal of Business Management, 6(2), 573–577. Shambare, R., Rugimbana, R., & Zhowa, T. (2012). Are mobile phones the 21st-century addiction? African Journal of Business Management, 6(2), 573–577.
go back to reference 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, 1–10. 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, 1–10.
go back to reference Sun, W., & Hu, Y. (2018). Relationship among mobile phone addiction tendency, personality traits and social support in college students. Chinese Mental Health Journal, 32(5), 425–431. Sun, W., & Hu, Y. (2018). Relationship among mobile phone addiction tendency, personality traits and social support in college students. Chinese Mental Health Journal, 32(5), 425–431.
go back to reference Sun, R., Gao, Q., Xiang, Y., Chen, T. J., Liu, T., & Chen, Q. (2020). Parent-child relationships and mobile phone addiction tendency among Chinese adolescents: the mediating role of psychological needs satisfaction and the moderating role of peer relationships. Children and Youth Services Review, 116, 105113.CrossRef Sun, R., Gao, Q., Xiang, Y., Chen, T. J., Liu, T., & Chen, Q. (2020). Parent-child relationships and mobile phone addiction tendency among Chinese adolescents: the mediating role of psychological needs satisfaction and the moderating role of peer relationships. Children and Youth Services Review, 116, 105113.CrossRef
go back to reference Taylor, S. E., Sherman, D. K., Kim, H. S., Jarcho, J., Takagi, K., & Dunagan, M. S. (2004). Culture and social support: who seeks it and why? Journal of Personality and Social Psychology, 87(3), 354–362.PubMedCrossRef Taylor, S. E., Sherman, D. K., Kim, H. S., Jarcho, J., Takagi, K., & Dunagan, M. S. (2004). Culture and social support: who seeks it and why? Journal of Personality and Social Psychology, 87(3), 354–362.PubMedCrossRef
go back to reference Thoits, P. A. (1983). Dimensions of life events that influence psychological distress: an evaluation and synthesis of the literature. Psychosocial Stress, 33–103. Thoits, P. A. (1983). Dimensions of life events that influence psychological distress: an evaluation and synthesis of the literature. Psychosocial Stress, 33–103.
go back to reference Tian, K. (2021). The mechanism and intervention of parental psychological control onproblematic cell phone use in early adolescents (Master thesis). Shandong Normal University. Tian, K. (2021). The mechanism and intervention of parental psychological control onproblematic cell phone use in early adolescents (Master thesis). Shandong Normal University.
go back to reference Tian, K. (2022). The mechanism and intervention of parental psychological control on problematic cell phone use in early adolescents (Master thesis). Shangdong Normal University. Tian, K. (2022). The mechanism and intervention of parental psychological control on problematic cell phone use in early adolescents (Master thesis). Shangdong Normal University.
go back to reference Valentine, J. C. (2009). Judging the quality of primary research. The Handbook of Research Synthesis and Meta-analysis, 2, 129–146. Valentine, J. C. (2009). Judging the quality of primary research. The Handbook of Research Synthesis and Meta-analysis, 2, 129–146.
go back to reference Valentine, J. C., & McHugh, C. M. (2007). The effect of attrition on baseline group comparability in randomized experiments in education: a meta-analytic review. Psychological Methods, 12(3), 268–282.PubMedCrossRef Valentine, J. C., & McHugh, C. M. (2007). The effect of attrition on baseline group comparability in randomized experiments in education: a meta-analytic review. Psychological Methods, 12(3), 268–282.PubMedCrossRef
go back to reference Viechtbauer, W. (2010). Conducting meta-analyses in R with the metafor package. Journal of Statistical Software, 36(3), 1–48.CrossRef Viechtbauer, W. (2010). Conducting meta-analyses in R with the metafor package. Journal of Statistical Software, 36(3), 1–48.CrossRef
go back to reference Wan, X., Huang, H., Jia, R., Liang, D., Lu, G., & Chen, C. (2022). Association between mobile phone addiction and social support among mainland Chinese teenagers: A meta-analysis. Frontiers in Public Health, 10, 911560.PubMedPubMedCentralCrossRef Wan, X., Huang, H., Jia, R., Liang, D., Lu, G., & Chen, C. (2022). Association between mobile phone addiction and social support among mainland Chinese teenagers: A meta-analysis. Frontiers in Public Health, 10, 911560.PubMedPubMedCentralCrossRef
go back to reference Wang, W. (2021). The effect of meaning in life on mobile phone addiction of adolescents: chain mediating effect of perceived social support and the self-control (Master thesis). Hebei Normal University. Wang, W. (2021). The effect of meaning in life on mobile phone addiction of adolescents: chain mediating effect of perceived social support and the self-control (Master thesis). Hebei Normal University.
go back to reference Wang, X. (2011). Research on the situation of mobile phone dependency and the relationship among MPD, social support and social adaptation for middle school students (Master’s thesis). Fujian Normal University. Wang, X. (2011). Research on the situation of mobile phone dependency and the relationship among MPD, social support and social adaptation for middle school students (Master’s thesis). Fujian Normal University.
go back to reference Wang, Y. (2018). The relationship among mobile phone dependence, boredom proneness and social support in secondary vocational school students (Master thesis). Dalian Medical University. Wang, Y. (2018). The relationship among mobile phone dependence, boredom proneness and social support in secondary vocational school students (Master thesis). Dalian Medical University.
go back to reference Wang, J., Luo, Y., Yan, N., Wang, Y., Shiferaw, B. D., Tang, J., Pei, Y., Chen, Q., Zhu, Y., & Wang, W. (2023). Network structure of mobile phone addiction and anxiety symptoms among rural Chinese adolescents. BMC Psychiatry, 23(1), 1–12.CrossRef Wang, J., Luo, Y., Yan, N., Wang, Y., Shiferaw, B. D., Tang, J., Pei, Y., Chen, Q., Zhu, Y., & Wang, W. (2023). Network structure of mobile phone addiction and anxiety symptoms among rural Chinese adolescents. BMC Psychiatry, 23(1), 1–12.CrossRef
go back to reference Wang, P., Lei, L., Wang, X., Nie, J., Chu, X., & Jin, S. (2018). The exacerbating role of perceived social support and the “buffering” role of depression in the relation between sensation seeking and adolescent smartphone addiction. Personality and Individual Differences, 130, 129–134.CrossRef Wang, P., Lei, L., Wang, X., Nie, J., Chu, X., & Jin, S. (2018). The exacerbating role of perceived social support and the “buffering” role of depression in the relation between sensation seeking and adolescent smartphone addiction. Personality and Individual Differences, 130, 129–134.CrossRef
go back to reference Wang, P., Liu, S., Zhao, M., Yang, X., Zhang, G., Chu, X., & Lei, L. (2019). How is problematic smartphone use related to adolescent depression? A moderated mediation analysis. Children and Youth Services Review, 104, 104384.CrossRef Wang, P., Liu, S., Zhao, M., Yang, X., Zhang, G., Chu, X., & Lei, L. (2019). How is problematic smartphone use related to adolescent depression? A moderated mediation analysis. Children and Youth Services Review, 104, 104384.CrossRef
go back to reference Wang, P., Liu, S., Zhao, M., Yang, X., Zhang, G., Chu, X., Wang, X., Zeng, P., & Lei, L. (2019). How is problematic smartphone use related to adolescent depression? A moderated mediation analysis. Children and Youth Services Review, 104(C), 1–12. Wang, P., Liu, S., Zhao, M., Yang, X., Zhang, G., Chu, X., Wang, X., Zeng, P., & Lei, L. (2019). How is problematic smartphone use related to adolescent depression? A moderated mediation analysis. Children and Youth Services Review, 104(C), 1–12.
go back to reference Wu, W., Guo, Z., Li, S., Tu, F., Wu, X., Ma, X., & Zeng, Y. (2022). The influence of parental autonomy support on cyberbullying victimization of high school students: a latent moderation analysis. Acta Psychologica, 230, 103739.PubMedCrossRef Wu, W., Guo, Z., Li, S., Tu, F., Wu, X., Ma, X., & Zeng, Y. (2022). The influence of parental autonomy support on cyberbullying victimization of high school students: a latent moderation analysis. Acta Psychologica, 230, 103739.PubMedCrossRef
go back to reference Xiao, S., & Yang, D. (1987). The influence of social support on body and mental health. Chinese Mental Health Journal, 4, 184–187. Xiao, S., & Yang, D. (1987). The influence of social support on body and mental health. Chinese Mental Health Journal, 4, 184–187.
go back to reference Xie, J. Q., Zimmerman, M. A., Rost, D. H., Yin, X. Q., & Wang, J. L. (2020). Stressful life events and problematic smartphone usage among Chinese boarding-school adolescents: a moderated mediation model of peer support and depressive symptoms. Addiction Research & Theory, 28(6), 493–500.CrossRef Xie, J. Q., Zimmerman, M. A., Rost, D. H., Yin, X. Q., & Wang, J. L. (2020). Stressful life events and problematic smartphone usage among Chinese boarding-school adolescents: a moderated mediation model of peer support and depressive symptoms. Addiction Research & Theory, 28(6), 493–500.CrossRef
go back to reference Xiong, J., Zhou, Z., Chen, W., You, Z., & Zhai, Z. (2012). Development of the mobile phone addiction tendency scale for college students. Chinese Mental Health Journal, 26(3), 222–225. Xiong, J., Zhou, Z., Chen, W., You, Z., & Zhai, Z. (2012). Development of the mobile phone addiction tendency scale for college students. Chinese Mental Health Journal, 26(3), 222–225.
go back to reference Xiong, S., Zhang, B., Jiang, Y., Jiang, H., & Chen, Y. (2021). Global prevalence of mobile phone addiction: a meta-analysis. Studies of Psychology and Behavior, 19(6), 802–808. Xiong, S., Zhang, B., Jiang, Y., Jiang, H., & Chen, Y. (2021). Global prevalence of mobile phone addiction: a meta-analysis. Studies of Psychology and Behavior, 19(6), 802–808.
go back to reference Xu, H., & Bi, X. (2014). Middle school students’ mobile phone dependence and its related factors. Psychological Research, 7(4), 80–85. Xu, H., & Bi, X. (2014). Middle school students’ mobile phone dependence and its related factors. Psychological Research, 7(4), 80–85.
go back to reference Xu, H., Song, X., Wang, S., Zhang, S., Xu, S., & Wan, Y. (2019). Mediating effect of social support in the relationship between childhood abuse and non-suicidal self-injury among Chinese undergraduates: the role of only-child status. International Journal of Environmental Research and Public Health, 16(20), 4023.PubMedPubMedCentralCrossRef Xu, H., Song, X., Wang, S., Zhang, S., Xu, S., & Wan, Y. (2019). Mediating effect of social support in the relationship between childhood abuse and non-suicidal self-injury among Chinese undergraduates: the role of only-child status. International Journal of Environmental Research and Public Health, 16(20), 4023.PubMedPubMedCentralCrossRef
go back to reference Yan, F., Zhang, Q., Ran, G., Li, S., & Niu, X. (2020). Relationship between parental psychological control and problem behaviors in youths: a three-level meta-analysis. Children and Youth Services Review, 112, 104900.CrossRef Yan, F., Zhang, Q., Ran, G., Li, S., & Niu, X. (2020). Relationship between parental psychological control and problem behaviors in youths: a three-level meta-analysis. Children and Youth Services Review, 112, 104900.CrossRef
go back to reference Yang, H. (2016). The relationship research of adolescent shyness, social support and mobile phone dependence (Master thesis). Shanxi University. Yang, H. (2016). The relationship research of adolescent shyness, social support and mobile phone dependence (Master thesis). Shanxi University.
go back to reference Yang, T. (2021). Research on the relationship between social support and social anxiety in adolescents: the chain mediating roles of hope and courage (Master’s thesis). Xihua Normal University. Yang, T. (2021). Research on the relationship between social support and social anxiety in adolescents: the chain mediating roles of hope and courage (Master’s thesis). Xihua Normal University.
go back to reference Yang, Y., Gao, W., Fan, C., Tao, T., Wang, L., & Bai, L. (2022). The current situation and influential factors of adolescents’ smartphone dependency. Mental Health Education in Primary and Secondary Schools, 21, 10–18. Yang, Y., Gao, W., Fan, C., Tao, T., Wang, L., & Bai, L. (2022). The current situation and influential factors of adolescents’ smartphone dependency. Mental Health Education in Primary and Secondary Schools, 21, 10–18.
go back to reference Yang, Y., Gao W., Fan C., Tao T., Wang L., & Bai L. (2022). The status quo and influencing factors of teenagers’ dependence on smart phones. Mental Health EducationIn Primary and Secondary School, 21, 10–18. Yang, Y., Gao W., Fan C., Tao T., Wang L., & Bai L. (2022). The status quo and influencing factors of teenagers’ dependence on smart phones. Mental Health EducationIn Primary and Secondary School, 21, 10–18.
go back to reference Yang, Z., Asbury, K., & Griffiths, M. D. (2018). An exploration of problematic smartphone use among Chinese university students: associations with academic anxiety, academic procrastination, self-regulation, and subjective wellbeing. Journal of Mental Health and Addiction, 1–19. Yang, Z., Asbury, K., & Griffiths, M. D. (2018). An exploration of problematic smartphone use among Chinese university students: associations with academic anxiety, academic procrastination, self-regulation, and subjective wellbeing. Journal of Mental Health and Addiction, 1–19.
go back to reference Yap, M. B. H., & Jorm, A. F. (2015). Parental factors associated with childhood anxiety, depression, and internalizing problems: a systematic review and meta-analysis. Journal of Affective Disorders, 175, 424–440.PubMedCrossRef Yap, M. B. H., & Jorm, A. F. (2015). Parental factors associated with childhood anxiety, depression, and internalizing problems: a systematic review and meta-analysis. Journal of Affective Disorders, 175, 424–440.PubMedCrossRef
go back to reference Yekaninejad, M. S., Badrooj, N., Vosoughi, F., Lin, C. Y., Potenza, M. N., & Pakpour, A. H. (2021). Prevalence of food addiction in children and adolescents: a systematic review and meta-analysis. Obesity Reviews, 22(6), e13183.PubMedPubMedCentralCrossRef Yekaninejad, M. S., Badrooj, N., Vosoughi, F., Lin, C. Y., Potenza, M. N., & Pakpour, A. H. (2021). Prevalence of food addiction in children and adolescents: a systematic review and meta-analysis. Obesity Reviews, 22(6), e13183.PubMedPubMedCentralCrossRef
go back to reference Yen, C., Tang, T., Yen, J., Lin, H., Huan, C., Liu, S., & Ko, C. (2009). Symptoms of problematic cellular phone use, functional impairment and its association with depression among adolescents in Southern Taiwan. Journal of Adolescence, 32(4), 863–873.PubMedCrossRef Yen, C., Tang, T., Yen, J., Lin, H., Huan, C., Liu, S., & Ko, C. (2009). Symptoms of problematic cellular phone use, functional impairment and its association with depression among adolescents in Southern Taiwan. Journal of Adolescence, 32(4), 863–873.PubMedCrossRef
go back to reference Zhang, M., Xiao, Q., & Zhu, L. (2019a). Research progress in mobile Phone dependence: causes, outcomes and interventions. Chinese Journal of Special Education, 11, 88–96. Zhang, M., Xiao, Q., & Zhu, L. (2019a). Research progress in mobile Phone dependence: causes, outcomes and interventions. Chinese Journal of Special Education, 11, 88–96.
go back to reference Zhang, X. (2021). A study on the impact of middle school students’ perception of social support and loneliness on mobile phone dependence and intervention research (Master thesis). Hebei University. Zhang, X. (2021). A study on the impact of middle school students’ perception of social support and loneliness on mobile phone dependence and intervention research (Master thesis). Hebei University.
go back to reference Zhang, Y., Li, S., & Yu, G. (2019b). The relationship between self-esteem and social anxiety: a meta-analysis with Chinese students. Advances in Psychological Science, 27(6), 1005–1018.CrossRef Zhang, Y., Li, S., & Yu, G. (2019b). The relationship between self-esteem and social anxiety: a meta-analysis with Chinese students. Advances in Psychological Science, 27(6), 1005–1018.CrossRef
go back to reference Zhang, Y., Zhang, J., Li, H., & Jiang, Y. (2022). The relationship between socioeconomic status and depression: a systematic review and meta-analysis. Advances in Psychological Science, 30(12), 2650–2665.CrossRef Zhang, Y., Zhang, J., Li, H., & Jiang, Y. (2022). The relationship between socioeconomic status and depression: a systematic review and meta-analysis. Advances in Psychological Science, 30(12), 2650–2665.CrossRef
go back to reference Zhao, F., Chen, X., & Huang, W. (2019). A study on the relationship between mobile phone dependence, self-harmony, and social support among college students. Journal of Campus Life & Mental Health, 17(2), 3. Zhao, F., Chen, X., & Huang, W. (2019). A study on the relationship between mobile phone dependence, self-harmony, and social support among college students. Journal of Campus Life & Mental Health, 17(2), 3.
go back to reference Zheng, X., & Wang, Y. (2015). A review of overseas mobile phone dependence in adolescents. Primary & Secondary Schooling Abroad, 8, 17–22. Zheng, X., & Wang, Y. (2015). A review of overseas mobile phone dependence in adolescents. Primary & Secondary Schooling Abroad, 8, 17–22.
go back to reference Zimet, G. D., Dahlem, N. W., Zimet, S. G., & Farley, G. K. (1988). The multi-dimensional scale of perceived social support. Journal of Personality Assessment, 52(1), 30–41.CrossRef Zimet, G. D., Dahlem, N. W., Zimet, S. G., & Farley, G. K. (1988). The multi-dimensional scale of perceived social support. Journal of Personality Assessment, 52(1), 30–41.CrossRef
go back to reference Zou, L. (2018). The relationship between mobile phone dependence, social support and learning burnout in junior middle school students (Master thesis). Mudanjiang Normal University. Zou, L. (2018). The relationship between mobile phone dependence, social support and learning burnout in junior middle school students (Master thesis). Mudanjiang Normal University.
go back to reference Zou, Y. (2020). Research on the relationship among social support, self-efficacy and mobile phone dependence of left-behind middle school students (Master thesis). Fujian Normal University. Zou, Y. (2020). Research on the relationship among social support, self-efficacy and mobile phone dependence of left-behind middle school students (Master thesis). Fujian Normal University.
Metagegevens
Titel
The Associations Between Social Support and Problematic Mobile Phone Use Among Children and Adolescents: A Three-level Meta-analysis
Auteurs
Yilin Zhang
Yueyang Qi
Yuanxiao Ma
Publicatiedatum
20-07-2024
Uitgeverij
Springer US
Gepubliceerd in
Journal of Youth and Adolescence / Uitgave 1/2025
Print ISSN: 0047-2891
Elektronisch ISSN: 1573-6601
DOI
https://doi.org/10.1007/s10964-024-02055-x