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Published in: Child and Adolescent Psychiatry and Mental Health 1/2020

Open Access 01-12-2020 | Mood Disorders | Research article

The importance of social factors in the association between physical activity and depression in children

Authors: May I. Conley, Isabella Hindley, Arielle Baskin-Sommers, Dylan G. Gee, B. J. Casey, Monica D. Rosenberg

Published in: Child and Adolescent Psychiatry and Mental Health | Issue 1/2020

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Abstract

Background

Physical activity is associated with reduced depression in youth and adults. However, our understanding of how different aspects of youth activities—specifically, the degree to which they are social, team-oriented, and physical—relate to mental health in children is less clear.

Methods

Here we use a data-driven approach to characterize the degree to which physical and non-physical youth activities are social and team-oriented. We then examine the relationship between depressive symptoms and participation in different clusters of youth activities using mixed effect models and causal mediation analyses in 11,875 children from the Adolescent Brain Cognitive Development (ABCD) Study. We test our hypotheses in an original sample (n = 4520, NDA release 1.1) and replication sample of participants (n = 7355, NDA release 2.0.1).

Results

We show and replicate that social–physical activities are associated with lower depressive symptoms. Next, we demonstrate that social connections, measured by number of close friends, partially mediate the association between social–physical activities and lower depressive symptoms.

Conclusions

Our results provide a rubric for using data-driven techniques to investigate different aspects of youth activities and highlight the social dynamics of physical activities as a possible protective factor against depression in childhood.
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Literature
1.
go back to reference Achenbach TM, Rescorla L. Manual for the ASEBA school-age forms & profiles: an integrated system of multi-informant assessment. Burlington, VT: Aseba; 2001. Achenbach TM, Rescorla L. Manual for the ASEBA school-age forms & profiles: an integrated system of multi-informant assessment. Burlington, VT: Aseba; 2001.
6.
go back to reference Barch DM, Albaugh MD, Avenevoli S, Chang L, Clark DB, Glantz MD, Hudziak JJ, Jernigan TL, Tapert SF, Yurgelun-Todd D, Alia-Klein N. Demographic, physical and mental health assessments in the adolescent brain and cognitive development study: rationale and description. Dev Cogn Neurosci. 2018;1(32):55–66. https://doi.org/10.1016/j.dcn.2017.10.010.CrossRef Barch DM, Albaugh MD, Avenevoli S, Chang L, Clark DB, Glantz MD, Hudziak JJ, Jernigan TL, Tapert SF, Yurgelun-Todd D, Alia-Klein N. Demographic, physical and mental health assessments in the adolescent brain and cognitive development study: rationale and description. Dev Cogn Neurosci. 2018;1(32):55–66. https://​doi.​org/​10.​1016/​j.​dcn.​2017.​10.​010.CrossRef
9.
go back to reference Barton K, Barton MK. Package ‘MuMIn’. R package version. 2019;1(6). Barton K, Barton MK. Package ‘MuMIn’. R package version. 2019;1(6).
23.
go back to reference Dolenc P. Anxiety, self-esteem and coping with stress in secondary school students in relation to involvement in organized sports/Anksioznost, samospoštovanje in spoprijemanje s stresom pri srednješolcih v povezavi z vključenostjo v organizirano športno aktivnost. Slov J Pub Health. 2015;54(3):222–9.CrossRef Dolenc P. Anxiety, self-esteem and coping with stress in secondary school students in relation to involvement in organized sports/Anksioznost, samospoštovanje in spoprijemanje s stresom pri srednješolcih v povezavi z vključenostjo v organizirano športno aktivnost. Slov J Pub Health. 2015;54(3):222–9.CrossRef
26.
go back to reference Eccles JS. The present and future of research on activity settings as developmental contexts. Organized activities as contexts of development: extracurricular activities, after-school and community programs. Hove: Psychology Press; 2005. p. 353–71. Eccles JS. The present and future of research on activity settings as developmental contexts. Organized activities as contexts of development: extracurricular activities, after-school and community programs. Hove: Psychology Press; 2005. p. 353–71.
30.
go back to reference Fredricks JA, Naftzger N, Smith C, Riley A. Measuring youth participation, program quality, and social and emotional skills in after-school programs. In: Deutsch N, editor. After-school programs to promote positive youth development. Cham: Springer; 2017. p. 23–43.CrossRef Fredricks JA, Naftzger N, Smith C, Riley A. Measuring youth participation, program quality, and social and emotional skills in after-school programs. In: Deutsch N, editor. After-school programs to promote positive youth development. Cham: Springer; 2017. p. 23–43.CrossRef
38.
go back to reference Heinrich LM, Gullone E. The clinical significance of loneliness: a literature review. Clin Psychol Rev. 2006;26(6):695–718.CrossRefPubMed Heinrich LM, Gullone E. The clinical significance of loneliness: a literature review. Clin Psychol Rev. 2006;26(6):695–718.CrossRefPubMed
47.
go back to reference Kodinariya TM, Makwana PR. Review on determining number of Cluster in K-Means Clustering. International Journal. 2013; 1(6):90-5. www.ijarcsms.com. Kodinariya TM, Makwana PR. Review on determining number of Cluster in K-Means Clustering. International Journal. 2013; 1(6):90-5. www.​ijarcsms.​com.
58.
go back to reference Molenberghs G, Verbeke G. Linear mixed models for longitudinal data. New York, NY: Springer; 2000.CrossRef Molenberghs G, Verbeke G. Linear mixed models for longitudinal data. New York, NY: Springer; 2000.CrossRef
65.
go back to reference Redmiles EM, Kross S, Pradhan A, Mazurek ML. How well do my results generalize? Comparing security and privacy survey results from MTurk and web panels to the US; 2017. Technical Report of the Computer Science Department at the University of Maryland. http://drum.lib.umd.edu/handle/1903/19164. Redmiles EM, Kross S, Pradhan A, Mazurek ML. How well do my results generalize? Comparing security and privacy survey results from MTurk and web panels to the US; 2017. Technical Report of the Computer Science Department at the University of Maryland. http://​drum.​lib.​umd.​edu/​handle/​1903/​19164.
73.
go back to reference Tingley D, Yamamoto T, Hirose K, Keele L, Imai K. Mediation: R Package for causal mediation analysis. J Stat Softw. 2014;59(5):1–38.CrossRef Tingley D, Yamamoto T, Hirose K, Keele L, Imai K. Mediation: R Package for causal mediation analysis. J Stat Softw. 2014;59(5):1–38.CrossRef
Metadata
Title
The importance of social factors in the association between physical activity and depression in children
Authors
May I. Conley
Isabella Hindley
Arielle Baskin-Sommers
Dylan G. Gee
B. J. Casey
Monica D. Rosenberg
Publication date
01-12-2020
Publisher
BioMed Central
Published in
Child and Adolescent Psychiatry and Mental Health / Issue 1/2020
Electronic ISSN: 1753-2000
DOI
https://doi.org/10.1186/s13034-020-00335-5

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