The DOI matches its Crossref record; 46 of the 47 references it cites were found in a registry or an index.
The next step: Integrating actuarial risk assessment and clinical judgment into an evidence-based practice framework in CPS case management
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“Prior work has also explored the utility of algorithms designed to aid decisionmaking and found that they increased uncertainty and led to unreliable decisions since caseworkers were required to translate information from both the clinical and algorithmic assessments [111,113].”
From A Framework of High-Stakes Algorithmic Decision-Making for the Public Sector Developed through a Case Study of Child-Welfare (2021) · cites this paper as [113]
In the citing paper
“Moreover, the calls for human-in-the-loop might be moot if there is a lack of understanding about how algorithms impact human decision-making and how the type of decision-support (i.e.-algorithm design) impacts the practical possibilities for human intervention [96,111,113].”
From A Framework of High-Stakes Algorithmic Decision-Making for the Public Sector Developed through a Case Study of Child-Welfare (2021) · cites this paper as [113]
In the citing paper
“However, prior research shows that workers allow decision-aids to supplant their own decisions when they lack confidence and/or experience [42,107,113].”
From A Framework of High-Stakes Algorithmic Decision-Making for the Public Sector Developed through a Case Study of Child-Welfare (2021) · cites this paper as [113]
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Metadata
- Authors
- Shlonsky, A., & Wagner, D.
- Affiliations
- Columbia University (US)
- Corresponding author
- Shlonsky, Aron
- ORCID
- Shlonsky, Aron
- Venue
- Children and Youth Services Review
- Publisher
- Elsevier BV
- Published
- 2005-04
- Volume
- 27
- Issue
- 4
- Pages
- 409-427
- ISSN
- 0190-7409 (ISSN-L)
- OpenAlex
- W2073800181
- Cited by
- 254
- References
- 47
- Citations by year
- 2026: 7 · 2025: 4 · 2024: 17 · 2023: 5 · 2022: 9 · 2021: 9 · 2020: 15 · 2019: 11 · 2018: 12 · 2017: 13 · 2016: 12 · 2015: 24 · 2014: 17 · 2013: 15 · 2012: 17
- FWCI
- 14.08
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Children and Youth Services Review (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Topics
- Social Sciences › Sociology and Political Science › Child Welfare and Adoption
- Social Sciences › Public Administration › Social Work Education and Practice
- Social Sciences › Law › Legal and Social Justice Studies
- Keywords
- child protection services, actuarial risk assessment, clinical judgment, evidence-based practice, structured decision-making, contextual assessment, case planning
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