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Structure and trends of externalizing and internalizing psychiatric symptoms and gender differences among adolescents in the US from 1991 to 2018
PURPOSE: We aimed to estimate the structure of internalizing and externalizing symptoms and potential time dynamics in their association. This is understudied among adolescents, despite increasing internalizing and decreasing externalizing symptoms in recent years. METHODS: We analyzed data from US...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8589095/ https://www.ncbi.nlm.nih.gov/pubmed/34773140 http://dx.doi.org/10.1007/s00127-021-02189-4 |
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author | Askari, Melanie S. Rutherford, Caroline G. Mauro, Pia M. Kreski, Noah T. Keyes, Katherine M. |
author_facet | Askari, Melanie S. Rutherford, Caroline G. Mauro, Pia M. Kreski, Noah T. Keyes, Katherine M. |
author_sort | Askari, Melanie S. |
collection | PubMed |
description | PURPOSE: We aimed to estimate the structure of internalizing and externalizing symptoms and potential time dynamics in their association. This is understudied among adolescents, despite increasing internalizing and decreasing externalizing symptoms in recent years. METHODS: We analyzed data from US Monitoring the Future cross-sectional surveys (1991–2018) representative of school-attending adolescents (N = 304,542). Exploratory factor analysis using maximum likelihood estimation method and promax rotation resulted in a two-factor solution (factor correlation r = 0.24) that differentiated eight internalizing and seven conduct-related externalizing symptoms. Time-varying effect modification linear regression models estimated the association between standardized internalizing and externalizing symptoms factor scores over time overall and by gender. RESULTS: In 2012, trends in average factor scores diverged for internalizing and externalizing factors. The average standardized internalizing factor score increased from − 0.03 in 2012 to 0.06 in 2013 and the average externalizing factor score decreased from − 0.06 in 2011 to − 0.13 in 2012. We found that for every one-unit increase in standardized internalizing factor score, standardized externalizing factor score increased by 0.224 units in 2010 (95% CI: 0.215, 0.233); the magnitude of this increase was 22.3% lower in 2018 (i.e., 0.174 units; 95% CI: 0.160, 0.188). Decoupling of internalizing and externalizing symptoms began earlier among boys (~ 1995) than among girls (~ 2010). CONCLUSION: The decoupling of internalizing and externalizing symptoms among adolescents suggests that changes in the prevalence of shared risk factors for adolescent psychiatric symptoms affect these dimensions in opposing directions, raising the importance of considering symptoms and their risk factors together in prevention and intervention efforts. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00127-021-02189-4. |
format | Online Article Text |
id | pubmed-8589095 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-85890952021-11-15 Structure and trends of externalizing and internalizing psychiatric symptoms and gender differences among adolescents in the US from 1991 to 2018 Askari, Melanie S. Rutherford, Caroline G. Mauro, Pia M. Kreski, Noah T. Keyes, Katherine M. Soc Psychiatry Psychiatr Epidemiol Original Paper PURPOSE: We aimed to estimate the structure of internalizing and externalizing symptoms and potential time dynamics in their association. This is understudied among adolescents, despite increasing internalizing and decreasing externalizing symptoms in recent years. METHODS: We analyzed data from US Monitoring the Future cross-sectional surveys (1991–2018) representative of school-attending adolescents (N = 304,542). Exploratory factor analysis using maximum likelihood estimation method and promax rotation resulted in a two-factor solution (factor correlation r = 0.24) that differentiated eight internalizing and seven conduct-related externalizing symptoms. Time-varying effect modification linear regression models estimated the association between standardized internalizing and externalizing symptoms factor scores over time overall and by gender. RESULTS: In 2012, trends in average factor scores diverged for internalizing and externalizing factors. The average standardized internalizing factor score increased from − 0.03 in 2012 to 0.06 in 2013 and the average externalizing factor score decreased from − 0.06 in 2011 to − 0.13 in 2012. We found that for every one-unit increase in standardized internalizing factor score, standardized externalizing factor score increased by 0.224 units in 2010 (95% CI: 0.215, 0.233); the magnitude of this increase was 22.3% lower in 2018 (i.e., 0.174 units; 95% CI: 0.160, 0.188). Decoupling of internalizing and externalizing symptoms began earlier among boys (~ 1995) than among girls (~ 2010). CONCLUSION: The decoupling of internalizing and externalizing symptoms among adolescents suggests that changes in the prevalence of shared risk factors for adolescent psychiatric symptoms affect these dimensions in opposing directions, raising the importance of considering symptoms and their risk factors together in prevention and intervention efforts. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00127-021-02189-4. Springer Berlin Heidelberg 2021-11-12 2022 /pmc/articles/PMC8589095/ /pubmed/34773140 http://dx.doi.org/10.1007/s00127-021-02189-4 Text en © The Author(s), under exclusive licence to Springer-Verlag GmbH Germany 2021, corrected publication 2023Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Original Paper Askari, Melanie S. Rutherford, Caroline G. Mauro, Pia M. Kreski, Noah T. Keyes, Katherine M. Structure and trends of externalizing and internalizing psychiatric symptoms and gender differences among adolescents in the US from 1991 to 2018 |
title | Structure and trends of externalizing and internalizing psychiatric symptoms and gender differences among adolescents in the US from 1991 to 2018 |
title_full | Structure and trends of externalizing and internalizing psychiatric symptoms and gender differences among adolescents in the US from 1991 to 2018 |
title_fullStr | Structure and trends of externalizing and internalizing psychiatric symptoms and gender differences among adolescents in the US from 1991 to 2018 |
title_full_unstemmed | Structure and trends of externalizing and internalizing psychiatric symptoms and gender differences among adolescents in the US from 1991 to 2018 |
title_short | Structure and trends of externalizing and internalizing psychiatric symptoms and gender differences among adolescents in the US from 1991 to 2018 |
title_sort | structure and trends of externalizing and internalizing psychiatric symptoms and gender differences among adolescents in the us from 1991 to 2018 |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8589095/ https://www.ncbi.nlm.nih.gov/pubmed/34773140 http://dx.doi.org/10.1007/s00127-021-02189-4 |
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