Evidence map›Paper›PMID 41353113›Full record

ArticleBMC public health2025

Clustering of adolescents' health behaviors before and during the COVID-19 pandemic: examining transitions and the role of demographics and parental health behaviors.

Nina van den Broek, Linnea Cederlund, Emma Koenders, Renske van der Cruijsen, Junilla K Larsen, Roy Otten, Jacqueline M Vink

Abstract read
In one paragraph

Article in BMC public health, 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

The trial behind it

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

7 authors.

Nina van den BroekBehavioural Science Institute, Radboud University, P.O. Box 9104, Nijmegen, 6500 HE, The Netherlands. nina.vandenbroek@ru.nl.
Linnea CederlundBehavioural Science Institute, Radboud University, P.O. Box 9104, Nijmegen, 6500 HE, The Netherlands.
Emma KoendersBehavioural Science Institute, Radboud University, P.O. Box 9104, Nijmegen, 6500 HE, The Netherlands.
Renske van der CruijsenBehavioural Science Institute, Radboud University, P.O. Box 9104, Nijmegen, 6500 HE, The Netherlands.
Junilla K LarsenBehavioural Science Institute, Radboud University, P.O. Box 9104, Nijmegen, 6500 HE, The Netherlands.
Roy OttenBehavioural Science Institute, Radboud University, P.O. Box 9104, Nijmegen, 6500 HE, The Netherlands.
Jacqueline M VinkBehavioural Science Institute, Radboud University, P.O. Box 9104, Nijmegen, 6500 HE, The Netherlands.

Funding

ZonMw 10430032010009 and 10430372310013ZonMw 10430372310013
6 · The paper itself

Abstract

backgroundThe COVID-19 pandemic and its measures have profoundly affected adolescents' lives, including their health behaviors. As a host of research indicates that adolescent health behaviors cluster together and that adolescents can respond differently to the pandemic, we examined adolescents' changes in clusters of health behaviors and its correlates during different phases of the pandemic.

methodsA total of 710 Dutch adolescents (53% female; at pre-pandemic: M

resultsThe Latent Transition Analysis (LTA) identified three classes before the pandemic: one class characterized by health-risk substance use and food intake, one class characterized by health-protective versions of these behaviors, and a medium health-risk class. During the pandemic phases, two classes were identified: most adolescents in the health-risk or health-protective class transitioned to a class with similar health-risk and health-protective behaviors. The third, medium health-risk, class was split into a health-protective and a health-risk class during the pandemic, with most adolescents transitioning to the health-risk class. Age, educational type, sex, and parental food intake behavior were related to latent class membership at some, but not all, time points. Some parental health behaviors, but not adolescent demographic factors, were related to the transition from the medium health-risk to the health-risk class.

conclusionsAdolescents at-risk for unhealthy behaviors may remain so during the pandemic. Adolescent demographics and parental (food intake) behaviors are relevant to consider as forms of screening adolescents who may be more at risk to show health-risk behaviors. Larger studies are needed to corroborate these findings.

Indexed as

Adolescent BehaviorCOVID-19Health BehaviorParentsAdolescentChildCluster AnalysisFemaleHumansMaleNetherlandsPandemicsSARS-CoV-2Surveys and QuestionnairesAdolescenceCOVID-19 pandemicHealth behaviorsParentsPerson-centered analyses

Identifiers

PMID41353113
PMCPMC12797725

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Registered trials

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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.