Evidence map›Paper›PMID 31509167›Full record

ArticleJAMA psychiatry2019

Associations Between Time Spent Using Social Media and Internalizing and Externalizing Problems Among US Youth.

Kira E Riehm, Kenneth A Feder, Kayla N Tormohlen, Rosa M Crum, Andrea S Young, Kerry M Green, Lauren R Pacek, Lareina N La Flair, Ramin Mojtabai

Registry-linked trialOpen access · bronzeAbstract read
In one paragraph

Article in JAMA psychiatry, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05675020 (Promote Healthy Lifestyle Behaviors for Adolescents With Mental Health Conditions), which is not on this map. Cited by 168 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
168citing papers in PubMed, 4 pooled it
86.1field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT05675020 nacompletednot on this mapstarted 2022, after this paper: background citation

Promote Healthy Lifestyle Behaviors for Adolescents With Mental Health Conditions

TypeinterventionalSponsorFlorida State UniversityRan2022 to 2023Enrolled86ConditionsBehavioral / Psychiatric Disorder, Lifestyle, HealthyArmsZoom Intervention
3 · Its place in the literature

Who cites it

168 citing papers in PubMed, 4 syntheses or guidelines pooled it, 442 citations in OpenAlex.

  1. Pooled it
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  10. From Exposure to Interaction: Rethinking Assessment of Social Media Use in Adolescents.The Journal of adolescent health : official publication of the Society for Adolescent Medicine · 2026
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  18. Mental health outcomes in young adolescents born preterm reveal the need for earlier screening.European psychiatry : the journal of the Association of European Psychiatrists · 2026
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  20. Observational

108 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors at 4 institutions in 1 country.

Kira E RiehmDepartment of Mental Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland.
Kenneth A FederDepartment of Mental Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland.
Kayla N TormohlenDepartment of Mental Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland.
Rosa M CrumDepartment of Mental Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland.
Andrea S YoungDivision of Child and Adolescent Psychiatry, School of Medicine, Johns Hopkins University, Baltimore, Maryland.
Kerry M GreenDepartment of Behavioral and Community Health, University of Maryland, College Park, College Park.
Lauren R PacekDepartment of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, North Carolina.
Lareina N La FlairWashington State Department of Health, Olympia.
Ramin MojtabaiDepartment of Mental Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland.
Johns Hopkins University · USDuke University · USUniversity of Maryland, College Park · USWashington State Department of Health · US

Funding

NIDA Epidemiology Training Program: Johns Hopkins UniversityT32DA007292 · NIDA · JOHNS HOPKINS UNIVERSITY · PI RENEE M. JOHNSON, Brion S Maher · 1993 to 2026
$17.7M
Mobile health interventions for varenicline adherence among HIV-positive smokersK01DA043413 · NIDA · DUKE UNIVERSITY · PI PACEK, LAUREN RENEE · 2017 to 2021
$860k
Preventive Effects of Treatment for Childhood Mental Illness on Adolescent Substance UseK23DA044288 · NIDA · JOHNS HOPKINS UNIVERSITY · PI YOUNG, ANDREA S · 2018 to 2022
$784k
Collateral Consequences of the United States Opioid Epidemic for ChildrenF31DA044699 · NIDA · JOHNS HOPKINS UNIVERSITY · PI FEDER, KENNETH · 2017 to 2018
$82k
CIHRNIDA NIH HHS F31 DA044699NIDA NIH HHS K01 DA043413NIDA NIH HHS K23 DA044288NIDA NIH HHS T32 DA007292
6 · The paper itself

Abstract

Importance: Social media use may be a risk factor for mental health problems in adolescents. However, few longitudinal studies have investigated this association, and none have quantified the proportion of mental health problems among adolescents attributable to social media use. Objective: To assess whether time spent using social media per day is prospectively associated with internalizing and externalizing problems among adolescents. Design, Setting, and Participants: This longitudinal cohort study of 6595 participants from waves 1 (September 12, 2013, to December 14, 2014), 2 (October 23, 2014, to October 30, 2015), and 3 (October 18, 2015, to October 23, 2016) of the Population Assessment of Tobacco and Health study, a nationally representative cohort study of US adolescents, assessed US adolescents via household interviews using audio computer-assisted self-interviewing. Data analysis was performed from January 14, 2019, to May 22, 2019. Exposures: Self-reported time spent on social media during a typical day (none, ≤30 minutes, >30 minutes to ≤3 hours, >3 hours to ≤6 hours, and >6 hours) during wave 2. Main Outcomes and Measure: Self-reported past-year internalizing problems alone, externalizing problems alone, and comorbid internalizing and externalizing problems during wave 3 using the Global Appraisal of Individual Needs-Short Screener. Results: A total of 6595 adolescents (aged 12-15 years during wave 1; 3400 [51.3%] male) were studied. In unadjusted analyses, spending more than 30 minutes of time on social media, compared with no use, was associated with increased risk of internalizing problems alone (≤30 minutes: relative risk ratio [RRR], 1.30; 95% CI, 0.94-1.78; >30 minutes to ≤3 hours: RRR, 1.89; 95% CI, 1.36-2.64; >3 to ≤6 hours: RRR, 2.47; 95% CI, 1.74-3.49; >6 hours: RRR, 2.83; 95% CI, 1.88-4.26) and comorbid internalizing and externalizing problems (≤30 minutes: RRR, 1.39; 95% CI, 1.06-1.82; >30 minutes to ≤3 hours: RRR, 2.34; 95% CI, 1.83-3.00; >3 to ≤6 hours: RRR, 3.15; 95% CI, 2.43-4.09; >6 hours: RRR, 4.29; 95% CI, 3.22-5.73); associations with externalizing problems were inconsistent. In adjusted analyses, use of social media for more than 3 hours per day compared with no use remained significantly associated with internalizing problems alone (>3 to ≤6 hours: RRR, 1.60; 95% CI, 1.11-2.31; >6 hours: RRR, 1.78; 95% CI, 1.15-2.77) and comorbid internalizing and externalizing problems (>3 to ≤6 hours: RRR, 2.01; 95% CI, 1.51-2.66; >6 hours: RRR, 2.44; 95% CI, 1.73-3.43) but not externalizing problems alone. Conclusions and Relevance: Adolescents who spend more than 3 hours per day using social media may be at heightened risk for mental health problems, particularly internalizing problems. Future research should determine whether setting limits on daily social media use, increasing media literacy, and redesigning social media platforms are effective means of reducing the burden of mental health problems in this population.

Indexed as

Adolescent BehaviorAdolescentBehavioral SymptomsChildFemaleHealth SurveysHumansLongitudinal StudiesMaleMental DisordersRiskSocial MediaTime FactorsUnited States

Identifiers

PMID31509167
PMCPMC6739732
OpenAlexW2972459530

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

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.