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Child Welfare Risk Assessment×Structured Decision Making×
领域Social WorkSocial Work
方法族Process / pipelineProcess / pipeline
起源年份20001999
提出者Christopher Baird, Dennis Wagner & the actuarial child-welfare risk tradition (Children's Research Center)Children's Research Center (now Evident Change); Christopher Baird, Dennis Wagner & colleagues
类型Estimation of the likelihood of future child maltreatment to guide service decisionsStructured assessment system standardizing key decisions across the child-welfare case process
开创性文献Baird, C., & Wagner, D. (2000). The relative validity of actuarial- and consensus-based risk assessment systems. Children and Youth Services Review, 22(11–12), 839–871. DOI ↗Baird, C., Wagner, D., Healy, T., & Johnson, K. (1999). Risk assessment in child protective services: Consensus and actuarial model reliability. Child Welfare, 78(6), 723–748. link ↗
别名Child Protective Services Risk Assessment, Family Risk Assessment, Actuarial Risk Assessment (Child Welfare), Risk of Future Maltreatment AssessmentSDM, Structured Decision Making (Child Welfare), SDM System, Structured Decision-Making Model
相关44
摘要Child welfare risk assessment estimates the likelihood that a child will be maltreated in the future, in order to guide decisions about case opening, service intensity, and ongoing monitoring. Actuarial systems — the most validated form, advanced by Christopher Baird, Dennis Wagner, and colleagues — score a small set of empirically weighted case characteristics into a risk level that statistically predicts future maltreatment, and have been shown to outperform consensus-based clinical judgment in reliability and predictive validity. Risk assessment is distinct from, and complementary to, the safety assessment that addresses immediate danger.Structured Decision Making (SDM) is a child-welfare case-management system that brings consistency to the most consequential decisions in a case — whether to investigate, whether a child is safe, how high the risk of future maltreatment is, what the family needs, and whether to close — by applying a standardized, research-based assessment tool at each of these decision points. Developed by the Children's Research Center (now Evident Change) around the actuarial-risk work of Christopher Baird, Dennis Wagner, and colleagues, SDM aims to reduce the wide variability and bias of unaided judgment and to target resources where they matter most.
ScholarGate数据集
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  3. PUBLISHED

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ScholarGate方法对比: Child Welfare Risk Assessment · Structured Decision Making. 于 2026-06-25 检索自 https://scholargate.app/zh/compare