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| Child Welfare Risk Assessment× | Standardized Clinical Cutoff× | |
|---|---|---|
| Field | Social Work | Social Work |
| Family | Process / pipeline | Process / pipeline |
| Year of origin≠ | 2000 | 1991 |
| Originator≠ | Christopher Baird, Dennis Wagner & the actuarial child-welfare risk tradition (Children's Research Center) | Neil S. Jacobson & Paula Truax |
| Type≠ | Estimation of the likelihood of future child maltreatment to guide service decisions | Method for judging whether individual change on a standardized measure is reliable and clinically meaningful |
| Seminal source≠ | 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 ↗ | Jacobson, N. S., & Truax, P. (1991). Clinical significance: A statistical approach to defining meaningful change in psychotherapy research. Journal of Consulting and Clinical Psychology, 59(1), 12–19. DOI ↗ |
| Aliases | Child Protective Services Risk Assessment, Family Risk Assessment, Actuarial Risk Assessment (Child Welfare), Risk of Future Maltreatment Assessment | Clinical Cutoff Score, Clinical Significance Method, Reliable Change Index, Jacobson-Truax Method |
| Related≠ | 4 | 3 |
| Summary≠ | 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. | The standardized clinical cutoff approach, developed by Jacobson and Truax, judges whether an individual client's change on a standardized measure is both statistically reliable and clinically meaningful. It pairs a Reliable Change Index — which asks whether a pre-to-post change is larger than the measurement error of the instrument — with a cutoff score that marks the boundary between the dysfunctional and functional (normal) populations. A client who moves reliably across that cutoff is counted as recovered, giving practice and research a defensible, individual-level definition of meaningful improvement. |
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