Evidence map›Paper›PMID 41328782›Full record

ArticleChild and adolescent mental health2026

Prospective association of device-based physical activity and sedentary time during childhood with mental health outcomes during adolescence.

André O Werneck, Chih-Sung Liang, Lee Smith, Dara Aldisi, Nasser Al-Daghri, Arnold Baca, Liye Zou, Qian Yu, Jin Kuang, Zhihao Zhang and 2 more

Abstract read
In one paragraph

Article in Child and adolescent mental health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

André O WerneckCenter for Epidemiological Research in Nutrition and Health, Universidade de São Paulo (USP), São Paulo, SP, Brazil.ORCID 0000-0002-9166-4376
Chih-Sung LiangDepartment of Psychiatry, Tri-Service General Hospital, National Defense Medical Centre, Taipei, Taiwan.ORCID 0000-0003-1138-5586
Lee SmithCentre for Health Performance and Wellbeing, Anglia Ruskin University, Cambridge, UK.
Dara AldisiDepartment of Community Health Sciences, College of Applied Medical Sciences, King Saud University, Riyadh, Saudi Arabia.
Nasser Al-DaghriChair for Biomarkers of Chronic Diseases, Department of Biochemistry, College of Science, King Saud University, Riyadh, Saudi Arabia.
Arnold BacaCentre for Sport Science and University Sports, University of Vienna, Vienna, Austria.
Liye ZouBody-Brain-Mind Laboratory, School of Psychology, Shenzhen University, Shenzhen, China.
Qian YuBody-Brain-Mind Laboratory, School of Psychology, Shenzhen University, Shenzhen, China.
Jin KuangBody-Brain-Mind Laboratory, School of Psychology, Shenzhen University, Shenzhen, China.
Zhihao ZhangBody-Brain-Mind Laboratory, School of Psychology, Shenzhen University, Shenzhen, China.
Marco SolmiSchool of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada.ORCID 0000-0003-4877-7233
Brendon StubbsDepartment of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe present study aimed to analyze associations between device-measured physical activity and sedentary time during childhood with mental health-related outcomes throughout adolescence.

methodsData from the Millennium Cohort Study were used. Device-measured physical activity (i.e., light and moderate-to-vigorous physical activity) and sedentary time were assessed at 7 years. Internalizing and externalizing symptoms were assessed at three time points (11 years, 14 years, and 17 years) via the Strengths and Difficulties Questionnaire. Depressive symptoms were estimated using the Mood and Feelings Questionnaire at 14 years. Psychological distress was assessed using the six-item Kessler psychological distress scale at 17 years. Negative binomial regression models, adjusting for potential confounders were used.

resultsAmong boys, greater time spent in moderate-to-vigorous physical activity at 7 years was associated with higher hyperactivity and lower peer problems throughout adolescence. Higher moderate-to-vigorous (incidence rate ratio [IRR]: 0.95; 95% confidence interval [CI]: 0.93-0.98), light (0.90; 0.85-0.95), and total activity time (0.95; 0.93-0.98) at 7 years were associated with lower, while sedentary time was associated with higher (1.11; 1.07-1.16) psychological distress at 17 years in the adjusted models. Girls who spent more time in light physical activity at 7 years were more likely to have lower hyperactivity levels over adolescence, while higher sedentary time at the same age was associated with higher hyperactivity levels. Higher sedentary time at 7 years was associated with higher depressive symptoms at 14 years (1.06; 1.01-1.10), whereas light physical activity at 7 years (0.91; 0.85-0.97) was associated with lower depressive symptoms at 14 years in the adjusted models.

conclusionHigher moderate-to-vigorous, light physical activity, and lower sedentary time were associated with lower peer problems, depressive symptoms, and psychological distress throughout adolescence.

Indexed as

Adolescent BehaviorDepressionExerciseMental HealthPsychological DistressSedentary BehaviorAdolescentChildFemaleHumansMaleProspective StudiesadolescenceExercisemental healthmovement behaviors Youthsitting time

Identifiers

PMID41328782
PMCPMC13116047

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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.