Predictive and prescriptive analytics, machine learning and child welfare risk assessment
The Broward County experience
Dados Bibliográficos
| ID | 11338554 |
|---|---|
| Autores | Ira M Schwartz (Barry University, autor correspondente), Peter York (0000-0002-7329-9993), Eva Nowakowski-Sims (0000-0002-9122-5138, Barry University), Ana Ramos-Hernandez (Resources for Human Development) |
| Ano | 2017 |
| Volume | 81 |
| Páginas | 309-320 |
| Data de publicação | 2017-10-01 |
| Peer Reviewed | Sim |
| Open Access | Sim |
| Tipo | ARTICLE |
| Periódico | Children and Youth Services Review (JOURNAL) |
| Identificadores do periódico | ISSN: 0190-7409 • E-ISSN: 1873-7765 |
| Editora | Elsevier BV (PUBLISHER) |
| DOI | 10.1016/j.childyouth.2017.08.020 |
| OpenAlex | W2745376448 |
| Idioma | EN |
| Citações recebidas | 11 |
| Referências citadas | 21 |
Analytics · Data science · Economics · Machine learning · Matching (statistics · Predictive analytics · Welfare · Computer Science · Criminal Justice and Corrections Analysis · Homelessness and Social Issues · Medicine · Migration, Health and Trauma · Artificial Intelligence
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Building nests for left‐behind children's hearts
A Systematic Review of Sophisticated Predictive and Prescriptive Analytics in Child Welfare
A Human Rights Analysis of a Risk Assessment Instrument in Child Welfare
Algorithmic Risk Scoring and Welfare State Contact Among US Children
Algorithmically Based Decision Support Tools
Identifying children at risk for maltreatment fatalities
Qualitative exploration of child welfare workers’ decision-making experiences and perspectives on fairness
Considering a Unified Model of Artificial Intelligence Enhanced Social Work
Preventing Infant Maltreatment with Predictive Analytics
Modified family assessment form (MFAF) and Pennsylvania families
The Discovery of Grounded Theory
An Exploratory Technique for Investigating Large Quantities of Categorical Data
The central role of the propensity score in observational studies for causal effects
The Discovery of Grounded Theory
Risk and Safety Assessment in Child Welfare
Reliability and Predictive Validity of a Consensus-Based Risk Assessment Tool
Decision-making tools and the development of expertise in child protection practitioners
Actuarial risk assessment in child protective services
Predictors of child protective service contact between birth and age five
The next step
Concept guided risk assessment
The quality of work life of child protective investigators
The relative validity of actuarial- and consensus-based risk assessment systems
Modeling the reliability and predictive validity of risk assessment in child protective services
| Obras citantes distintas | 11 |
|---|---|
| Citações por ano | 1,57 |
| Intervalo de citações | 2019 - 2026 (8) |
| Velocidade de citação | current |
| Altamente citado | Não |
| Tipos de citação | Neutras: 11 |