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Can Predictive Algorithms Assist Decision‐Making in Social Work with Children and Families?

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References

2017Algorithmic Accountability and Public Reason446 cited
2018Research for social workers: An introduction to methods.151 cited
2015Predictive Risk Modelling to Prevent Child Maltreatment and Other Adverse Outcomes for Service Users: Inside the ‘Black Box’ of Machine Learning133 cited

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2023The Devil is in the Details: Interrogating Values Embedded in the Allegheny Family Screening Tool34 cited
2022Functions, Utilities and Limitations: A Scoping Study of Decision Support Algorithms in Social Work30 cited
2023Working the Boundaries of Social Work: Artificial Intelligence and the Profession of Social Work29 cited

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2022The evidence base for risk assessment tools used in U.S. child protection investigations: A systematic scoping review24 cited

2023A Systematic Review of Sophisticated Predictive and Prescriptive Analytics in Child Welfare: Accuracy, Equity, and Bias23 cited

2022Making sense of decision support systems: Rationales, translations and potentials for critical reflections on the reality of child protection20 cited

2020Algorithmically Based Decision Support Tools: Skeptical Thinking about the Inclusion of Previous Involvement18 cited

2021Digitalisierung und Soziale Arbeit. Transformationen und Herausforderungen14 cited

2020Transparency in Social Work: A Critical Exploration and Reflection12 cited