title: Understanding Overrepresentation of Indigenous Children in Child Welfare Data: An Application of the Drake Risk and Bias Models.
abstract: Child welfare data collected for administrative purposes are often used as a source of information for understanding the population impact of child abuse and neglect (CA/N). This study used administrative data linked at the individual level for a cohort of Aotearoa New Zealand (NZ) children to follow and extend a model developed by Drake et al. In this investigation, we aimed to build an understanding of the high representation of indigenous NZ children in administratively sourced measures of CA/N. Variation in rate ratios (RRs) within infant mortality and birth outcomes considered as possible proxies for actual CA/N RRs leaves open a range of interpretations. Our findings indicate that a more nuanced interpretation of the overrepresentation of indigenous children in administratively recorded maltreatment statistics is required. Rather than considering risk and bias as competing explanations, we suggest an acknowledgment of the impact of colonization and the existence of systemic bias generating increased risk as key drivers. As linked administrative data are increasingly used for research and evaluation, and considered for use in supporting decision making, there is a need for a deeper understanding of the drivers of administratively recorded CA/N in order to effectively address the needs of indigenous populations.
authors.affiliation: Katoa Ltd, Auckland, New Zealand.
authors.forename: Fiona
authors.initials: F
authors.lastname: Cram
authors.affiliation: New Zealand Family Violence Clearinghouse, School of Population Health, University of Auckland, Auckland, New Zealand p.gulliver@auckland.ac.nz.
authors.forename: Pauline
authors.initials: P
authors.lastname: Gulliver
authors.affiliation: New Zealand Ministry of Social Development, Wellington, New Zealand.
authors.forename: Rissa
authors.initials: R
authors.lastname: Ota
authors.affiliation: New Zealand Ministry of Social Development, Wellington, New Zealand.
authors.forename: Moira
authors.initials: M
authors.lastname: Wilson
mesh_terms: D002648:Child; D002649:Child Abuse / Q000517:prevention & control / Q000706:statistics & numerical data*; D002662:Child Health Services / Q000458:organization & administration; D002669:Child Welfare / Q000706:statistics & numerical data*; D005260:Female; D006303:Health Services, Indigenous / Q000706:statistics & numerical data*; D006801:Humans; D008297:Male; D015233:Models, Statistical; D009520:New Zealand; D012307:Risk Factors
keywords: child maltreatment; child welfare services; ethnic minority populations