Evidence map›Paper›PMID 41484856›Full record

ArticleBMC public health2026

How does parental psychological control influence adolescent depression? A sequential mediation and network analysis of smartphone addiction and sleep disturbance.

Yingying Zhu, Antong Xue, Ziqing Wang, Qian Wang, Xue Luo

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Article in BMC public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

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5 authors.

Yingying ZhuKey Research Base of Humanities and Social Sciences of the Ministry of Education, Academy of Psychology and Behavior, Tianjin Normal University, Tianjin, 300387, China.
Antong XueFaculty of Psychology, Tianjin Normal University, Tianjin, 300387, China.
Ziqing WangFaculty of Psychology, Tianjin Normal University, Tianjin, 300387, China.
Qian WangFaculty of Psychology, Tianjin Normal University, Tianjin, 300387, China.
Xue LuoDepartment of Mental Health Education, Guangdong Mechanical & Electrical Polytechnic, Guangzhou, 510515, China. nfyy8866@i.smu.edu.cn.

Funding

Tianjin Mental Health Education Research Special Project 2024GX38
6 · The paper itself

Abstract

backgroundThe rising prevalence of depression among children and adolescents has become a critical global public health challenge requiring urgent attention. Emerging evidence suggests that parental psychological control (PPC) may be a significant risk factor for the development of depression in adolescents. Nevertheless, the intricate mechanisms linking parental psychological control to adolescent depression remain largely unresolved. This study aims to explore the association between parental psychological control and depression using a large sample of adolescents, and to determine whether parental psychological control relates to adolescent depression through a sequential pathway involving smartphone addiction and compromised sleep quality. Furthermore, network analysis is employed to identify the core and bridging symptoms within the network of parental psychological control, smartphone addiction, sleep disturbances, and depression in adolescents, providing a basis for targeted interventions.

methodsA cross-sectional questionnaire study was administered to 4,416 adolescents (63.56% females; mean age of 16.24 ± 0.92 years) between September and November 2024. Participants completed a battery of standardized measures, including self-reported demographic questionnaires, the Parental Psychological Control Scale, the Short Version Smartphone Addiction Scale, the Pittsburgh Sleep Quality Index, and the Patient Health Questionnaire 9-Item Scale. Data were analyzed using the SPSS 26.0 and R statistical software packages.

resultsOur study revealed a significant positive association between parental psychological control and adolescent depression. Parental psychological control significantly predicted both smartphone addiction and poor sleep quality in adolescents. Importantly, smartphone addiction and sleep quality served as a serial mediator in the relationship between parental psychological control and adolescent depression. Network analysis further revealed that three central symptoms-"Energy" (PHQ4), "Love withdrawal" (LW), and "Sleep" (PHQ3)-and two key bridge symptoms-"Smartphone addiction" (SASall) and "Daytime dysfunction" (DD)-emerged as critical connectors linking parental psychological control to depression in adolescents.

conclusionThese findings elucidate the mechanisms through which parental psychological control contributes to adolescent depression, yielding significant theoretical and practical implications for adolescent mental health preventive interventions. Specifically, interventions targeting maladaptive smartphone use and poor sleep hygiene, particularly those addressing intermediary symptoms such as daytime dysfunction, may effectively mitigate the risk of depression in adolescents under high parental psychological control.

Indexed as

Behavior, AddictiveDepressionInternet Addiction DisorderParent-Child RelationsParentsSleep Wake DisordersSmartphoneAdolescentCross-Sectional StudiesFemaleHumansMaleMediation AnalysisRisk FactorsSurveys and QuestionnairesAdolescentsDepressionNetwork analysisParental psychological controlSequential mediation modelSleep healthSmartphone addiction

Identifiers

PMID41484856
PMCPMC12866066

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LicenceCC BY-NC-ND
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.