Failing Our Youngest: On the Biases, Pitfalls, and Risks in a Decision Support Algorithm Used for Child Protection-Reference-Cited by-同舟云学术

Failing Our Youngest: On the Biases, Pitfalls, and Risks in a Decision Support Algorithm Used for Child Protection

Published:2024-06-03 Issue: Volume:9 Page:290-300
ISSN:
Container-title:The 2024 ACM Conference on Fairness, Accountability, and Transparency
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Author:

Moreau Therese¹^ORCID,Sinatra Roberta²^ORCID,Sekara Vedran³^ORCID

Affiliation:

1. NEtwoRks, Data, and Society (NERDS), IT University of Copenhagen, Denmark

2. Center for Social Data Science (SODAS), University of Copenhagen, Denmark and NEtwoRks, Data, and Society (NERDS), IT University of Copenhagen, Denmark and ISI Foundation, Italy

3. NEtwoRks, Data, and Society (NERDS), IT University of Copenhagen, Denmark and Pioneer Centre for AI (P1), Denmark

Funder

Villum Fonden, Villum Young Investigator program

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3630106.3658906

Reference45 articles.

1. [n. d.]. Statistics Denmark. https://www.dst.dk/en.

2. [2] 2023. Project desctiption: Notifications in Focus (in Danish only) https://childresearch.au.dk/fileadmin/childresearch/dokumenter/Underretninger/Projektbeskrivelse_august_2023..docx.pdf [Last accessed 2024-01-10].

3. MA Al-Eissa, HN Saleheen, S AlMadani, FS AlBuhairan, A Weber, John D Fluke, M Almuneef, and KL Casillas. 2016. Determining prevalence of maltreatment among children in the kingdom of Saudi Arabia. Child: care, health and development 42, 4 (2016), 565–571.

4. Least squares after model selection in high-dimensional sparse models

5. Line Berg. 2021. Notat om ændringer i projekt Underretninger i fokus (English title: Note on changes in project Notifications in focus). Only released in Danish available at https://childresearch.au.dk/fileadmin/childresearch/dokumenter/Underretninger/20220620_Notat_aendring_i_projektdesign_juni_2022.pdf.