A network approach to the analysis of psychosocial risk factors and their association with health

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http://hdl.handle.net/10138/322236

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Elovainio , M , Hakulinen , C , Pulkki-Raback , L , Juonala , M & Raitakari , O T 2020 , ' A network approach to the analysis of psychosocial risk factors and their association with health ' , Journal of Health Psychology , vol. 25 , no. 10-11 , pp. 1587-1600 . https://doi.org/10.1177/1359105318765624

Title: A network approach to the analysis of psychosocial risk factors and their association with health
Author: Elovainio, Marko; Hakulinen, Christian; Pulkki-Raback, Laura; Juonala, Markus; Raitakari, Olli T.
Contributor: University of Helsinki, Department of Psychology and Logopedics
University of Helsinki, Helsinki Inequality Initiative (INEQ)
University of Helsinki, Department of Psychology and Logopedics
Date: 2020-09
Language: eng
Number of pages: 14
Belongs to series: Journal of Health Psychology
ISSN: 1359-1053
URI: http://hdl.handle.net/10138/322236
Abstract: We modeled early psychosocial risks as a network of interconnected variables to study their associations with later depressive symptoms and cardiometabolic outcomes. The participants were a nationally representative sample of 2580 men and women aged 3-18 years in 1980. Their parents reported the psychosocial risks in 1980, including the following: (1) child-specific life events, (2) parental health behavior, (3) parental socioeconomic status, and (4) parental psychological problems. Adulthood depressive symptoms and cardiometabolic outcomes were measured in 2007-2012. The most central risks (most number of connections to other risks) were socioeconomic risks that also predicted health outcomes more consistently than others.
Subject: causality
epidemiology
health risks
network
psychosocial
CARDIOVASCULAR RISK
SOCIOECONOMIC-STATUS
DEPRESSIVE SYMPTOMS
FOLLOW-UP
GENDER-DIFFERENCES
CHILDHOOD
ADULTHOOD
DETERMINANTS
INEQUALITIES
TEMPERAMENT
515 Psychology
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