The effect of low childhood income on self-harm in young adulthood: Mediation by adolescent mental health, behavioural factors and school performance

Low childhood income is an established risk factor of self-harm in adolescence and young adulthood, and childhood income is additionally associated with various correlates of self-harm. How these correlates, such as psychiatric disorders, substance abuse, violent behaviour and school problems, media...

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Main Authors: Joonas Pitkänen, Maarten J. Bijlsma, Hanna Remes, Mikko Aaltonen, Pekka Martikainen
Format: Article
Language:English
Published: Elsevier 2021-03-01
Series:SSM: Population Health
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2352827321000318
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spelling doaj-56da5dbf665142a0b1f40181157cca952021-04-02T04:50:51ZengElsevierSSM: Population Health2352-82732021-03-0113100756The effect of low childhood income on self-harm in young adulthood: Mediation by adolescent mental health, behavioural factors and school performanceJoonas Pitkänen0Maarten J. Bijlsma1Hanna Remes2Mikko Aaltonen3Pekka Martikainen4Population Research Unit, Faculty of Social Sciences, University of Helsinki, P.O. Box 18, FIN-00014, Helsinki, Finland; International Max Planck Research School for Population, Health and Data Science, Max Planck Institute for Demographic Research, Rostock, Germany; Corresponding author. Population Research Unit, Faculty of Social Sciences, University of Helsinki, P.O. Box 18, FIN-00014, Helsinki, Finland.Max Planck Institute for Demographic Research, Rostock, GermanyPopulation Research Unit, Faculty of Social Sciences, University of Helsinki, P.O. Box 18, FIN-00014, Helsinki, FinlandInstitute of Criminology and Legal Policy, Faculty of Social Sciences, University of Helsinki, Helsinki, Finland; Law School. University of Eastern Finland, Joensuu, FinlandPopulation Research Unit, Faculty of Social Sciences, University of Helsinki, P.O. Box 18, FIN-00014, Helsinki, Finland; Max Planck Institute for Demographic Research, Rostock, Germany; Department of Public Health Sciences, Stockholm University, SwedenLow childhood income is an established risk factor of self-harm in adolescence and young adulthood, and childhood income is additionally associated with various correlates of self-harm. How these correlates, such as psychiatric disorders, substance abuse, violent behaviour and school problems, mediate the effect of childhood income on self-harm, is less understood. The purpose of the current paper is to examine this mediation. The study is based on administrative register data on all Finnish children born in 1990–1995. An analytical sample of 384,121 children is followed from age 8 to 22. We apply the parametric g-formula to study the effect of childhood income on the risk of self-harm in young adulthood. Adolescent psychiatric disorders, substance abuse, prior self-harm, violent criminality and victimization, out-of-home placements, not being in education, employment or training and school performance are considered as potential mediators. We control for confounding factors related to childhood family characteristics. As a hypothetical intervention, we moved those in the lowest childhood income quintile to the second-lowest quintile, which resulted in a 7% reduction in hospital-presenting self-harm in young adulthood among those targeted by the intervention (2% reduction in the total population). 67% of the effect was mediated through the chosen mediators. The results indicate that increases in childhood material resources could protect from self-harm in young adulthood. Moreover, the large proportion of mediation suggests that targeted interventions for high-risk adolescents may be beneficial. To our knowledge, this is the first paper to use the parametric g-formula to study youth self-harm. Future applications are encouraged as the method offers several further opportunities for analysing the complex life course pathways to self-harm.http://www.sciencedirect.com/science/article/pii/S2352827321000318Childhood incomeSelf-harmAdolescenceYoung adulthoodMediation analysisG-formula
collection DOAJ
language English
format Article
sources DOAJ
author Joonas Pitkänen
Maarten J. Bijlsma
Hanna Remes
Mikko Aaltonen
Pekka Martikainen
spellingShingle Joonas Pitkänen
Maarten J. Bijlsma
Hanna Remes
Mikko Aaltonen
Pekka Martikainen
The effect of low childhood income on self-harm in young adulthood: Mediation by adolescent mental health, behavioural factors and school performance
SSM: Population Health
Childhood income
Self-harm
Adolescence
Young adulthood
Mediation analysis
G-formula
author_facet Joonas Pitkänen
Maarten J. Bijlsma
Hanna Remes
Mikko Aaltonen
Pekka Martikainen
author_sort Joonas Pitkänen
title The effect of low childhood income on self-harm in young adulthood: Mediation by adolescent mental health, behavioural factors and school performance
title_short The effect of low childhood income on self-harm in young adulthood: Mediation by adolescent mental health, behavioural factors and school performance
title_full The effect of low childhood income on self-harm in young adulthood: Mediation by adolescent mental health, behavioural factors and school performance
title_fullStr The effect of low childhood income on self-harm in young adulthood: Mediation by adolescent mental health, behavioural factors and school performance
title_full_unstemmed The effect of low childhood income on self-harm in young adulthood: Mediation by adolescent mental health, behavioural factors and school performance
title_sort effect of low childhood income on self-harm in young adulthood: mediation by adolescent mental health, behavioural factors and school performance
publisher Elsevier
series SSM: Population Health
issn 2352-8273
publishDate 2021-03-01
description Low childhood income is an established risk factor of self-harm in adolescence and young adulthood, and childhood income is additionally associated with various correlates of self-harm. How these correlates, such as psychiatric disorders, substance abuse, violent behaviour and school problems, mediate the effect of childhood income on self-harm, is less understood. The purpose of the current paper is to examine this mediation. The study is based on administrative register data on all Finnish children born in 1990–1995. An analytical sample of 384,121 children is followed from age 8 to 22. We apply the parametric g-formula to study the effect of childhood income on the risk of self-harm in young adulthood. Adolescent psychiatric disorders, substance abuse, prior self-harm, violent criminality and victimization, out-of-home placements, not being in education, employment or training and school performance are considered as potential mediators. We control for confounding factors related to childhood family characteristics. As a hypothetical intervention, we moved those in the lowest childhood income quintile to the second-lowest quintile, which resulted in a 7% reduction in hospital-presenting self-harm in young adulthood among those targeted by the intervention (2% reduction in the total population). 67% of the effect was mediated through the chosen mediators. The results indicate that increases in childhood material resources could protect from self-harm in young adulthood. Moreover, the large proportion of mediation suggests that targeted interventions for high-risk adolescents may be beneficial. To our knowledge, this is the first paper to use the parametric g-formula to study youth self-harm. Future applications are encouraged as the method offers several further opportunities for analysing the complex life course pathways to self-harm.
topic Childhood income
Self-harm
Adolescence
Young adulthood
Mediation analysis
G-formula
url http://www.sciencedirect.com/science/article/pii/S2352827321000318
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