Investigating the Various Ways Parental Incarceration Affects Children: An Application of Mixture Regression
type: CreativeWork
description: Previous research examining effects of paternal incarceration has been limited conceptually and methodologically. Using risk and resiliency theory, the various ways children are affected by fathers' concurrent and previous incarceration are outlined. Using mixture regression, the various ways children are affected are identified. Child, family, and neighborhood characteristics are used to predict these effects. For concurrent incarceration, only 3% of the sample was unaffected (positively or negatively) and 30% were unaffected by the fathers' previous incarceration. Results identify profiles of children who experience these effects. Risk and resiliency factors affecting children's responses to paternal incarceration are discussed with policy implications.
abstract: Previous research examining effects of paternal incarceration has been limited conceptually and methodologically. Using risk and resiliency theory, the various ways children are affected by fathers' concurrent and previous incarceration are outlined. Using mixture regression, the various ways children are affected are identified. Child, family, and neighborhood characteristics are used to predict these effects. For concurrent incarceration, only 3% of the sample was unaffected (positively or negatively) and 30% were unaffected by the fathers' previous incarceration. Results identify profiles of children who experience these effects. Risk and resiliency factors affecting children's responses to paternal incarceration are discussed with policy implications.
author: Dyer, William Justin
language: eng
keywords: Psychology, Developmental
date published: 2015-09-28T15:39:53Z
date modified: 2026-07-22T22:26:28Z
provider: University of Illinois - Urbana-Champaign
publisher: Networked Digital Library of Theses and Dissertations
type: WebPage
source organization: University of Illinois at Urbana-Champaign

PropertyValue
property ID: Handle
value: http://hdl.handle.net/2142/87198