A Bifactor Model of Childhood Adversity in a Longitudinal South African Birth Cohort Study

Early exposure to violence can elicit a toxic-stress response in children. However, not all exposures to violence exert the same negative impact. This study aimed to develop a bifactor model of childhood adversity by integrating two established measures, the Child Exposure to Community Violence questionnaire and the Pediatric Emotional Distress Scale. The Adversity Exposure-Response Model was created using caregiver-proxy report data from children aged 3.5 and 4.5 years (<i>N</i> = 801) in a South African birth cohort from two high-risk, low-income communities. A bifactor model best fit the data, with the newly formed composite serving as a statistically significant predictor of exposure to traumatic events (β = .34, <i>p</i> < .001). As predicted, this bifactor model provided a holistic approach to childhood adversity, challenging the assumption that all adverse events result in uniformly negative outcomes. It offers a comprehensive screening tool to identify at-risk children early, facilitating targeted interventions in high-risk settings.

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Assessment
Published
2025-05-29
DOI
https://doi.org/10.1177/10731911251340221
Primary Topic
Child Abuse and Trauma
Type
article
Field-Weighted Citation Impact
0.00

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article

A Bifactor Model of Childhood Adversity in a Longitudinal South African Birth Cohort Study

Nadia Hoffman, Marilyn T. Lake, Dan Joseph Stein, Milton Gering et al.
Assessment
Child Abuse and Trauma
article

A Bifactor Model of Childhood Adversity in a Longitudinal South African Birth Cohort Study

Nadia Hoffman, Marilyn T. Lake, Dan Joseph Stein, Milton Gering, Kirsten A. Donald, Heather Joy Zar, Susan Malcolm‐Smith, Joannes S. H. de Leeuw
article en

Abstract

Early exposure to violence can elicit a toxic-stress response in children. However, not all exposures to violence exert the same negative impact. This study aimed to develop a bifactor model of childhood adversity by integrating two established measures, the Child Exposure to Community Violence questionnaire and the Pediatric Emotional Distress Scale. The Adversity Exposure-Response Model was created using caregiver-proxy report data from children aged 3.5 and 4.5 years (<i>N</i> = 801) in a South African birth cohort from two high-risk, low-income communities. A bifactor model best fit the data, with the newly formed composite serving as a statistically significant predictor of exposure to traumatic events (β = .34, <i>p</i> < .001). As predicted, this bifactor model provided a holistic approach to childhood adversity, challenging the assumption that all adverse events result in uniformly negative outcomes. It offers a comprehensive screening tool to identify at-risk children early, facilitating targeted interventions in high-risk settings.

Assessment
University of Cape Town (ZA), University of the Witwatersrand (ZA)
Bill and Melinda Gates Foundation, Society for Research in Child Development, Academy of Medical Sciences, National Research Foundation, South African Medical Research Council
Openalex Percentile: Top 83%
Child Abuse and Trauma
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A Bifactor Model of Childhood Adversity in a Longitudinal South African Birth Cohort Study — Nadia Hoffman, Marilyn T. Lake, et al. · Assessment (2025) | TGRS Research Map | TGRS