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Algorithmic Tools to Help Social Workers in Child Protection Service Make Well-Informed Decisions: A Scoping Review

https://doi.org/10.2139/ssrn.5247190
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inferredcites →https://doi.org/10.1007/s10488-014-0545-5openalex-snapshot
Out-of-Home Placement Decision-Making and Outcomes in Child Welfare: A Longitudinal Study
inferredcites →https://doi.org/10.1007/s10566-014-9259-9openalex-snapshot
Agreement on Child Maltreatment Decisions: A Nonrandomized Study on the Effects of Structured Decision-Making
inferredcites →https://doi.org/10.1007/s11606-012-2077-6openalex-snapshot
Shared Decision Making: A Model for Clinical Practice
inferredcites →https://doi.org/10.1007/s13347-017-0293-zopenalex-snapshot
Algorithmic Decision-Making Based on Machine Learning from Big Data: Can Transparency Restore Accountability?
inferredcites →https://doi.org/10.1016/j.chiabu.2015.04.007openalex-snapshot
Development of an instrument to understand the child protective services decision-making process, with a focus on placement decisions
inferredcites →https://doi.org/10.1016/j.chiabu.2017.09.016openalex-snapshot
Predicting child maltreatment: A meta-analysis of the predictive validity of risk assessment instruments
inferredcites →https://doi.org/10.1016/j.chiabu.2018.02.012openalex-snapshot
The use of model based recursive partitioning as an analytic tool in child welfare
inferredcites →https://doi.org/10.1016/j.chiabu.2021.105059openalex-snapshot
Predicting youth at high risk of aging out of foster care using machine learning methods
inferredcites →https://doi.org/10.1016/j.childyouth.2004.08.007openalex-snapshot
Computational intelligence techniques for risk assessment and decision support
inferredcites →https://doi.org/10.1016/j.childyouth.2012.09.020openalex-snapshot
Actuarial risk assessment in child protective services: Construction methodology and performance criteria
inferredcites →https://doi.org/10.1016/j.childyouth.2017.06.027openalex-snapshot
Risk assessment and decision making in child protective services: Predictive risk modeling in context
inferredcites →https://doi.org/10.1016/j.childyouth.2017.08.020openalex-snapshot
Predictive and prescriptive analytics, machine learning and child welfare risk assessment: The Broward County experience
inferredcites →https://doi.org/10.1016/j.childyouth.2018.05.030openalex-snapshot
Utilizing predictive modeling to enhance policy and practice through improved identification of at-risk clients: Predicting permanency for foster children
inferredcites →https://doi.org/10.1016/j.childyouth.2019.104501openalex-snapshot
Improving decision-making agreement in child protection cases by using information regarding parents' response to an intervention: A vignette study
inferredcites →https://doi.org/10.1017/s002078290003076xopenalex-snapshot
Resolution Adopted By The General Assembly
inferredcites →https://doi.org/10.1038/s42256-020-00287-7openalex-snapshot
An open source machine learning framework for efficient and transparent systematic reviews
inferredcites →https://doi.org/10.1080/0886571x.2015.1102484openalex-snapshot
Examining Placement Disruption in Child Welfare
inferredcites →https://doi.org/10.1080/09503153.2019.1575954openalex-snapshot
Decision Support Systems, Social Justice and Algorithmic Accountability in Social Work: A New Challenge
inferredcites →https://doi.org/10.1080/15548732.2013.779357openalex-snapshot
Overview of Out-of-Home Placements and Placement Decision-Making in Child Welfare
inferredcites →https://doi.org/10.1111/chso.12089openalex-snapshot
Ethical Research Involving Children: Encouraging Reflexive Engagement in Research with Children and Young People
inferredcites →https://doi.org/10.1111/chso.12660openalex-snapshot
The context‐bound phenomenon of decision‐making on referrals: A scoping review
inferredcites →https://doi.org/10.1111/jfcj.12086openalex-snapshot
In Search of a Silver Bullet: Child Welfare's Embrace of Predictive Analytics
inferredcites →https://doi.org/10.1145/3290605.3300271openalex-snapshot
Toward Algorithmic Accountability in Public Services
inferredcites →https://doi.org/10.1145/3313831.3376229openalex-snapshot
A Human-Centered Review of Algorithms used within the U.S. Child Welfare System
inferredcites →https://doi.org/10.1145/3313831.3376638openalex-snapshot
A Case for Humans-in-the-Loop: Decisions in the Presence of Erroneous Algorithmic Scores
inferredcites →https://doi.org/10.1145/3411764.3445308openalex-snapshot
Soliciting Stakeholders’ Fairness Notions in Child Maltreatment Predictive Systems
inferredcites →https://doi.org/10.1145/3476089openalex-snapshot
A Framework of High-Stakes Algorithmic Decision-Making for the Public Sector Developed through a Case Study of Child-Welfare
inferredcites →https://doi.org/10.1145/3491101.3519771openalex-snapshot
How to Train a (Bad) Algorithmic Caseworker: A Quantitative Deconstruction of Risk Assessments in Child Welfare
inferredcites →https://doi.org/10.1145/3491102.3501831openalex-snapshot
How Child Welfare Workers Reduce Racial Disparities in Algorithmic Decisions
inferredcites →https://doi.org/10.1145/3491102.3517439openalex-snapshot
Improving Human-AI Partnerships in Child Welfare: Understanding Worker Practices, Challenges, and Desires for Algorithmic Decision Support
inferredcites →https://doi.org/10.1146/annurev-lawsocsci-061020-050543openalex-snapshot
Tool for Surveillance or Spotlight on Inequality? Big Data and the Law
inferredcites →https://doi.org/10.1147/jrd.2019.2934047openalex-snapshot
Bridging the gap: Social work insights for ethical algorithmic decision-making in human services
inferredcites →https://doi.org/10.1177/2516103219887974openalex-snapshot
Out-of-home placement decisions: How individual characteristics of professionals are reflected in deciding about child protection cases
inferredcites →https://doi.org/10.22230/cjc.2020v45n1a3479openalex-snapshot
Predictive Analytics and Child Welfare: Toward Data Justice
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