Literature DB >> 29607696

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

Marko Elovainio1,2, Christian Hakulinen1,2, Laura Pulkki-Råback1, Markus Juonala3,4, Olli T Raitakari3,4.   

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.

Entities:  

Keywords:  causality; epidemiology; health risks; network; psychosocial

Mesh:

Year:  2018        PMID: 29607696     DOI: 10.1177/1359105318765624

Source DB:  PubMed          Journal:  J Health Psychol        ISSN: 1359-1053


  4 in total

1.  Adverse childhood experiences (ACEs) and cardiovascular development from childhood to early adulthood: study protocol of the Niagara Longitudinal Heart Study.

Authors:  Terrance J Wade; Deborah D O'Leary; Kylie S Dempster; Adam J MacNeil; Danielle S Molnar; Jennifer McGrath; John Cairney
Journal:  BMJ Open       Date:  2019-07-16       Impact factor: 2.692

2.  Psychosocial work environment as a dynamic network: a multi-wave cohort study.

Authors:  Marko Elovainio; Christian Hakulinen; Kaisla Komulainen; Mika Kivimäki; Marianna Virtanen; Jenni Ervasti; Tuula Oksanen
Journal:  Sci Rep       Date:  2022-07-28       Impact factor: 4.996

3.  Discovery of Depression-Associated Factors From a Nationwide Population-Based Survey: Epidemiological Study Using Machine Learning and Network Analysis.

Authors:  Sang Min Nam; Thomas A Peterson; Kyoung Yul Seo; Hyun Wook Han; Jee In Kang
Journal:  J Med Internet Res       Date:  2021-06-24       Impact factor: 5.428

4.  Psychosocial assessment of families caring for a child with acute lymphoblastic leukemia, epilepsy or asthma: Psychosocial risk as network of interacting symptoms.

Authors:  Chiara Colliva; Monica Cellini; Francesca Dalla Porta; Martina Ferrari; Barbara Maria Bergamini; Azzurra Guerra; Silvia Di Giuseppe; Annamaria Pinto; Roberto Capasso; Daniela Caprino; Marta Ferrari; Cristina Benatti; Fabio Tascedda; Johanna M C Blom
Journal:  PLoS One       Date:  2020-03-23       Impact factor: 3.240

  4 in total

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