Impact of smartphone dependence on depression in Chinese adolescents with a moderated mediation model

Abstract In the digital age, smartphones have evolved into essential tools in contemporary society, raising significant concerns regarding their influence on daily life, particularly among adolescents. This research, drawing on the social-ecological systems theory, explored how smartphone dependence...

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Main Authors: Xuehui Li, Wenjuan Zhang, Wen Li, Shengkai Wang, Deng Pan
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-00276-z
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author Xuehui Li
Wenjuan Zhang
Wen Li
Shengkai Wang
Deng Pan
author_facet Xuehui Li
Wenjuan Zhang
Wen Li
Shengkai Wang
Deng Pan
author_sort Xuehui Li
collection DOAJ
description Abstract In the digital age, smartphones have evolved into essential tools in contemporary society, raising significant concerns regarding their influence on daily life, particularly among adolescents. This research, drawing on the social-ecological systems theory, explored how smartphone dependence gradually impacted adolescent mental health under the combined influence of family and school environments.This study collected data from 3,770 high school students in China and analyzed it using SPSS along with the PROCESS. The results showed that smartphone dependence positively affected adolescent depression. Academic burnout and school belonging served as linked mediators in the relationship between smartphone dependence and depression. Moreover, parental involvement, serving as a moderating factor, played a significant role in the relationship between academic burnout and school belonging on adolescent depression. When parental involvement was low, the positive association between academic burnout and depression was substantial, as was the negative association between school belonging and depression. However, with higher levels of parental involvement, the positive effect of academic burnout on depression diminished, while the negative effect of school belonging on depression became more pronounced. These findings illuminated the psychological mechanisms that contributed to smartphone dependence and provided a theoretical framework for formulating interventions designed to alleviate depression in adolescents.
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spelling doaj-art-34beca1151d442f0882b85ff059e7dc42025-08-20T03:53:12ZengNature PortfolioScientific Reports2045-23222025-05-0115111210.1038/s41598-025-00276-zImpact of smartphone dependence on depression in Chinese adolescents with a moderated mediation modelXuehui Li0Wenjuan Zhang1Wen Li2Shengkai Wang3Deng Pan4Affiliated School of Education Science, Qingdao UniversityAffiliated School of Education Science, Qingdao UniversityAffiliated School of Education Science, Qingdao UniversityAffiliated School of Education Science, Qingdao UniversityDepartment of Clinical Laboratory, The Affiliated Hospital of Qingdao University,Qingdao UniversityAbstract In the digital age, smartphones have evolved into essential tools in contemporary society, raising significant concerns regarding their influence on daily life, particularly among adolescents. This research, drawing on the social-ecological systems theory, explored how smartphone dependence gradually impacted adolescent mental health under the combined influence of family and school environments.This study collected data from 3,770 high school students in China and analyzed it using SPSS along with the PROCESS. The results showed that smartphone dependence positively affected adolescent depression. Academic burnout and school belonging served as linked mediators in the relationship between smartphone dependence and depression. Moreover, parental involvement, serving as a moderating factor, played a significant role in the relationship between academic burnout and school belonging on adolescent depression. When parental involvement was low, the positive association between academic burnout and depression was substantial, as was the negative association between school belonging and depression. However, with higher levels of parental involvement, the positive effect of academic burnout on depression diminished, while the negative effect of school belonging on depression became more pronounced. These findings illuminated the psychological mechanisms that contributed to smartphone dependence and provided a theoretical framework for formulating interventions designed to alleviate depression in adolescents.https://doi.org/10.1038/s41598-025-00276-zSmartphone dependenceDepressionAcademic burnoutSchool belongingParental involvementAdolescents
spellingShingle Xuehui Li
Wenjuan Zhang
Wen Li
Shengkai Wang
Deng Pan
Impact of smartphone dependence on depression in Chinese adolescents with a moderated mediation model
Scientific Reports
Smartphone dependence
Depression
Academic burnout
School belonging
Parental involvement
Adolescents
title Impact of smartphone dependence on depression in Chinese adolescents with a moderated mediation model
title_full Impact of smartphone dependence on depression in Chinese adolescents with a moderated mediation model
title_fullStr Impact of smartphone dependence on depression in Chinese adolescents with a moderated mediation model
title_full_unstemmed Impact of smartphone dependence on depression in Chinese adolescents with a moderated mediation model
title_short Impact of smartphone dependence on depression in Chinese adolescents with a moderated mediation model
title_sort impact of smartphone dependence on depression in chinese adolescents with a moderated mediation model
topic Smartphone dependence
Depression
Academic burnout
School belonging
Parental involvement
Adolescents
url https://doi.org/10.1038/s41598-025-00276-z
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