Evidence map›Paper›PMID 40704540›Full record

ArticleJournal of child and adolescent psychiatric nursing : official publication of the Association of Child and Adolescent Psychiatric Nurses, Inc2025

Association Between Smartphone Attachment and Mental Health in Adolescents.

Xiaoxuan Liu, Liming Huang, Chelsea M Ward Mclntosh, Jianghong Liu, Catherine C McDonald

Abstract read
In one paragraph

Article in Journal of child and adolescent psychiatric nursing : official publication of the Association of Child and Adolescent Psychiatric Nurses, Inc, 2025. 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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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Xiaoxuan LiuUniversity of Pennsylvania School of Nursing, Philadelphia, Pennsylvania, USA.ORCID https://orcid.org/0009-0000-5674-7822
Liming HuangUniversity of Pennsylvania School of Nursing, Philadelphia, Pennsylvania, USA.
Chelsea M Ward MclntoshCenter for Injury Research and Prevention at the Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.ORCID https://orcid.org/0000-0002-7246-4379
Jianghong LiuUniversity of Pennsylvania School of Nursing, Philadelphia, Pennsylvania, USA.ORCID https://orcid.org/0000-0002-8405-6153
Catherine C McDonaldUniversity of Pennsylvania School of Nursing, Philadelphia, Pennsylvania, USA.ORCID https://orcid.org/0000-0003-3856-8542

Funding

Driving after Concussion: Examination of the Adolescent Brain and BehaviorsR01NR018425 · NINR · UNIVERSITY OF PENNSYLVANIA · PI MCDONALD, CATHERINE CLAIRE · 2020 to 2024
$2.6M
NINR NIH HHS R01 NR018425
6 · The paper itself

Abstract

backgroundThe surge in adolescent smartphone use has coincided with the rise in the adolescent mental health crisis, raising public health concerns. Moving beyond the traditional focus on screen time, this study examined the association between smartphone attachment and mental health among adolescents.

methodsData were analyzed from 137 community-dwelling adolescents (aged 16.5-18 years). Smartphone attachment was measured by the Mobile Phone Involvement Questionnaire (MPIQ). Patient Reporting Outcome Measures (PROMIS) pediatric short forms were used to measure anxiety, depression, sleep disturbance, and general health. t-tests and ANOVAs compared anxiety and depression scores between groups above and below the MPIQ threshold for moderate-to-severe attachment. Multivariable regressions estimated associations between smartphone attachment and mental health outcomes, adjusting for demographics and health factors.

findingsParticipants were a mean age of 17.7 ± 0.6 years, 51.1% female, and 79.6% White and 96.4% non-Hispanic. Mean MPIQ score was 28.90 ± 8.85, with females scoring higher than males (30.5 vs. 27.2, p = 0.03). Adolescents above the MPIQ threshold for moderate-severe attachment ( ≥ 32) reported significantly higher anxiety (52.9 vs. 46.3, p < 0.001) and depression (51.4 vs. 46.3, p = 0.002). In regression models, MPIQ scores were significantly associated with anxiety (adj. ß = 0.26, p < 0.01, CI = [0.099, 0.41]) and depression (adj. ß = 0.15, p < 0.05, CI = [0.16, 0.28]), adjusting for demographics and health factors.

conclusionFindings highlight a clinical concern for adolescents with elevated smartphone attachment, particularly among females. Targeted interventions are needed to prevent worsening mental health related to smartphone attachment.

Indexed as

Adolescent BehaviorAnxietyDepressionMental HealthObject AttachmentSmartphoneAdolescentFemaleHumansMaleSurveys and Questionnairesadolescentanxietydepressionpatient reported outcome measuressmartphone

Identifiers

PMID40704540
PMCPMC12383826

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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.