Smartphone Data Reveal Neighborhood-Level Racial Disparities in Police Presence

M. Keith Chen; Katherine L. Christensen; Elicia John; Emily Owens; Yilin Zhuo

doi:10.1162/rest_a_01370

Smartphone Data Reveal Neighborhood-Level Racial Disparities in Police Presence

M. Keith Chen¹; Katherine L. Christensen²; Elicia John³; Emily Owens⁴; Yilin Zhuo¹

¹ UCLA Anderson School of Management · ² Indiana University · ³ American University · ⁴ University of California, Irvine

The Review of Economics and Statistics 2025 open access

Abstract Research on policing has focused on documented actions such as stops and arrests—less is known about patrols and presence. We map the neighborhood movement of nearly 10,000 officers across 21 of America’s largest cities using anonymized smartphone data. Police spend 0.36% more time in neighborhoods for each percentage point increase in Black residents. This neighborhood-level disparity persists after controlling for density, socioeconomic status, and crime-driven demand for policing, and may be lower in cities with more Black police supervisors (but not officers). Patterns of police presence statistically explain 57% of the higher arrest rate in more Black neighborhoods.

DOI: 10.1162/rest_a_01370
Volume: 107 (6)
Pages: 1734-1742
Language: en
Export: BibTeX
Sources: openalex crossref