How Child Welfare Workers Reduce Racial Disparities in Algorithmic Decisions

Author:

Cheng Hao-Fei1,Stapleton Logan2,Kawakami Anna3,Sivaraman Venkatesh3,Cheng Yanghuidi3,Qing Diana4,Perer Adam3,Holstein Kenneth3,Wu Zhiwei Steven5,Zhu Haiyi6

Affiliation:

1. Human-Computer Interaction Institute, Carnegie Mellon University, United States and GroupLens Research, University of Minnesota, USA

2. GroupLens Research, University of Minnesota, United States and School of Computer Science, Carnegie Mellon University, USA

3. Human-Computer Interaction Institute, Carnegie Mellon University, United States

4. University of California, Berkeley, United States

5. School of Computer Science, Carnegie Mellon University, United States

6. Human Computer Interaction Institute, Carnegie Mellon University, United States

Funder

National Science Foundation

Publisher

ACM

Reference100 articles.

1. [n.d.]. Department Of Human Services Releases 2016 Child Protective Services Report. https://www.media.pa.gov/Pages/DHS_details.aspx?newsid=253 Online ; accessed 6- January - 2022 . [n.d.]. Department Of Human Services Releases 2016 Child Protective Services Report. https://www.media.pa.gov/Pages/DHS_details.aspx?newsid=253 Online; accessed 6-January-2022.

2. Calculating the Souls of Black Folk

3. Discussion Paper Series 85;Albright Alex,2019

4. Street-Level Algorithms

5. (DHS) Allegheny County Department of Human Services. [n.d.]. DHS response to Automated Inequality by Virginia Eubanks. https://www.alleghenycounty.us/WorkArea/linkit.aspx?LinkIdentifier=id&ItemID=6442461672 (DHS) Allegheny County Department of Human Services. [n.d.]. DHS response to Automated Inequality by Virginia Eubanks. https://www.alleghenycounty.us/WorkArea/linkit.aspx?LinkIdentifier=id&ItemID=6442461672

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