Leveraging Administrative Data for Bias Audits: Assessing Disparate Coverage with Mobility Data for COVID-19 Policy

Amanda Coston, Neel Guha, Derek Ouyang, Lisa Lu, Alexandra Chouldechova, Daniel E. Ho

Type: Article

Publication Date: 2021-03-03

Citations: 15

Locations

arXiv (Cornell University) - View - PDF

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Works Cited by This (13)

Action	Title	Year	Authors
+	Statistics and Causal Inference	1986	Paul W. Holland
+	Randomization Inference With Natural Experiments	2006	Daniel E. Ho Kosuke Imai
+ PDF Chat	Connecting Mobility to Infectious Diseases: The Promise and Limits of Mobile Phone Data	2016	Amy Wesolowski Caroline O. Buckee Kenth Engø‐Monsen C. Jessica E. Metcalf
+ PDF Chat	Timing of State and Territorial COVID-19 Stay-at-Home Orders and Changes in Population Movement — United States, March 1–May 31, 2020	2020	Amanda Moreland Christine Herlihy Michael A. Tynan Gregory Sunshine Russell F. McCord Charity Hilton Jason Poovey Angela Werner Chris Jones Erika B. Fulmer
+	The use of mobile phone data to inform analysis of COVID-19 pandemic epidemiology	2020	Kyra H. Grantz Hannah R. Meredith Derek A. T. Cummings C. Jessica E. Metcalf Bryan T. Grenfell J Giles Shruti H. Mehta Sunil S. Solomon Alain Labrique Nishant Kishore
+ PDF Chat	Mobility network models of COVID-19 explain inequities and inform reopening	2020	Serina Chang Emma Pierson Pang Wei Koh Jaline Gerardin Beth Redbird David B. Grusky Jure Leskovec
+ PDF Chat	Mapping county-level mobility pattern changes in the United States in response to COVID-19	2020	Song Gao Jinmeng Rao Yuhao Kang Yunlei Liang Jake Kruse
+ PDF Chat	Measures of Human Mobility Using Mobile Phone Records Enhanced with GIS Data	2015	Nathalie E. Williams Timothy A. Thomas Matthew D. Dunbar Nathan Eagle Adrian Dobra
+	The Measure and Mismeasure of Fairness	2018	Sam Corbett‐Davies Sharad Goel
+	The Frontiers of Fairness in Machine Learning	2018	Alexandra Chouldechova Aaron Roth