Modeling risks: effects of area deprivation, family socio-economic disadvantage and adverse life events on young children’s psychopathology
Flouri, Eirini, Mavroveli, Stella and Tzavidis, Nikos (2010) Modeling risks: effects of area deprivation, family socio-economic disadvantage and adverse life events on young children’s psychopathology. Social Psychiatry and Psychiatric Epidemiology, 45, (6), 611-619. (doi:10.1007/s00127-009-0101-x). (PMID:19629362).
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Background: The effects of contextual risk on young children’s behavior are not appropriately modeled.
Aims: To model the effects of area and family contextual risk on young children’s psychopathology.
Method: The final study sample consisted of 4,618 Millennium Cohort Study (MCS) children, who were 3 years old, clustered in lower layer super output areas in nine strata in the UK. Contextual risk was measured by socio-economic disadvantage (SED) at both area and family level, and by distal and proximal adverse life events at family level. Multivariate response multilevel models that allowed for correlated residuals at both individual and area level, and univariate multilevel models estimated the effect of contextual risk on specific and broad psychopathology measured by the Strengths and Difficulties Questionnaire.
Results: The area SED/broad psychopathology association remained significant after family SED was controlled, but not after maternal qualifications and family adverse life events were added to the model. Adverse life events predicted psychopathology in all models. Family SED did not predict emotional symptoms or hyperactivity after child characteristics were added to the model with the family-level controls.
Conclusions: Area-level SED predicts child psychopathology via family characteristics; family-level SED predicts psychopathology largely by its impact on development; and adverse life events predict psychopathology independently of earlier adversity, SED and child characteristics, as well as maternal psychopathology, parenting and education.
|Keywords:||child psychopathology, hierarchical data, multilevel models, multivariate response multilevel models, socio-economic disadvantage|
|Subjects:||B Philosophy. Psychology. Religion > BF Psychology
H Social Sciences > HA Statistics
R Medicine > RJ Pediatrics > RJ101 Child Health. Child health services
|Divisions:||University Structure - Pre August 2011 > School of Social Sciences > Social Statistics
|Date Deposited:||26 Apr 2011 08:38|
|Last Modified:||27 Mar 2014 19:35|
|RDF:||RDF+N-Triples, RDF+N3, RDF+XML, Browse.|
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