A framework of high-stakes algorithmic decision-making for the public sector developed through a case study of child-welfare
Algorithms have permeated throughout civil government and society, where they are being
used to make high-stakes decisions about human lives. In this paper, we first develop a …
used to make high-stakes decisions about human lives. In this paper, we first develop a …
A human-centered review of algorithms used within the US child welfare system
The US Child Welfare System (CWS) is charged with improving outcomes for foster youth;
yet, they are overburdened and underfunded. To overcome this limitation, several states …
yet, they are overburdened and underfunded. To overcome this limitation, several states …
Algorithmic harms in child welfare: Uncertainties in practice, organization, and street-level decision-making
Algorithms in public services such as child welfare, criminal justice, and education are
increasingly being used to make high-stakes decisions about human lives. Drawing upon …
increasingly being used to make high-stakes decisions about human lives. Drawing upon …
[HTML][HTML] Child abuse and neglect
D Gonzalez, JD McCall - 2017 - europepmc.org
Objectives: Identify the etiology of child abuse and neglect. Review the presentation of a
child with abuse and neglect. Outline the treatment and management options child abuse …
child with abuse and neglect. Outline the treatment and management options child abuse …
Agent-based simulation and child protection systems: Rationale, implementation, and verification
F Wulczyn, C Kaligotla, J Hummel, A Wagner… - Child abuse & …, 2024 - Elsevier
Background and objective Simulation models are an important tool used in health care and
other disciplines to support operational research and decision-making. In the child …
other disciplines to support operational research and decision-making. In the child …
[HTML][HTML] Considering the child welfare system burden from opioid misuse: research priorities for estimating public costs
The negative impact of opioids on those who misuse them has been widely documented.
Despite significant spillover effects in the form of elevated rates of child maltreatment and …
Despite significant spillover effects in the form of elevated rates of child maltreatment and …
Comparing outcomes of children and youth with fetal alcohol spectrum disorder (FASD) in the child welfare system to those in other living situations in Canada …
J Burns, DE Badry, KD Harding… - Child: care, health …, 2021 - Wiley Online Library
Aims The current study aimed to explore differences in adverse outcomes between youth
and adolescents with fetal alcohol spectrum disorder (FASD) living in child welfare care (ie …
and adolescents with fetal alcohol spectrum disorder (FASD) living in child welfare care (ie …
Conducting participatory design to improve algorithms in public services: Lessons and challenges
Government agencies are increasingly looking towards algorithmic decision-making
systems as a means to reduce costs and optimize processes. However, these algorithms are …
systems as a means to reduce costs and optimize processes. However, these algorithms are …
Promoting children's mental, emotional, and behavioral (MEB) health in all public systems, post-COVID-19
KE Hoagwood, W Gardner, KJ Kelleher - … and Policy in Mental Health and …, 2021 - Springer
The COVID-19 pandemic exacerbates the mental, emotional, and behavioral (MEB) health
problems of children and adolescents in the United States (US). A collective and …
problems of children and adolescents in the United States (US). A collective and …
[HTML][HTML] New York State child abuse, maltreatment, and neglect
MB Rizvi, GP Conners, J Rabiner - 2020 - europepmc.org
New York State Child Abuse, Maltreatment, and Neglect - Abstract - Europe PMC Sign in |
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Create an account https://orcid.org Europe PMC Menu About Tools Developers Help …