Skip to main content
SearchLoginLogin or Signup

Reconsidering a prominent finding on the spillover effects of police killings of unarmed Black Americans

This analysis reproduces Bor, et al.’s (2018) seminal study of the effect of police killings of unarmed Black Americans on the mental health of Black communities. Using BRFSS data, a national repeated cross-sectional survey, Bor, et al. found these police killings had ...

Published onJan 24, 2024
Reconsidering a prominent finding on the spillover effects of police killings of unarmed Black Americans
·

Abstract

This analysis reproduces Bor, et al.’s (2018) seminal study of the effect of police killings of unarmed Black Americans on the mental health of Black communities. Using BRFSS data, a national repeated cross-sectional survey, Bor, et al. found these police killings had significant negative effects on Black Americans’ mental health at the state-month level. Re-analysis found that its unadjusted results, which were not reported in the study, were null. Second, the study’s reported significant population average exposure effect was a mechanical artifact of a weighting process that confounded exposure and outcome. Third, this significance was hypersensitive: it arose from the inclusion of 22 highly weighted respondents, comprising 0.02% of the sample (N=103,710). Fourth, the direction of this finding was also hypersensitive; removing 340 heavily-weighted observations (0.3% of the sample) reversed the outcome direction, producing an (insignificant) estimate that police killings of unarmed Black people improved Black Americans’ mental health. Fifth, correcting a week-day fixed effect that the original model specified but mistakenly calculated as a day-of-the-month fixed effect exacerbated these hypersensitivities (insignificance: n=10, 0.01%; direction: n= 315, 0.3%). Sixth, the study’s causal model prioritized a media market mechanism that created exposure spillover (i.e., Stable Unit Treatment Value Assumption) violations. The study’s null unadjusted results, its significance arising only from the confounding effects of weighting, the hypersensitivity of significance to a small number of extreme weights, and a causal model that violates necessary assumptions cast doubt on the robustness of the original findings.

Comments
1
Archie moore Louis:

Trustgeeks Hack Expert leaves no room for compromise when handling client funds and assets. They employ strict protocols and industry best practices to safeguard your recovered bitcoins. Knowing that your hard-earned digital assets are safe gives you peace of mind. Recovering lost Bitcoins is a strong suit for Trustgeeks Hack Expert, as seen by their track record. Providing comfort at trying times, their staff has effectively assisted many clients in regaining access to their priceless digital assets. This is no typical tech company, Trustgeeks Hack Expert. Professionals with a thorough awareness of the difficulties in recovering misplaced cryptocurrency make up their team of Bitcoin recovery wizards. They make sure you get the best possible care and attention while adding a little magic to the healing process. I will advise anyone who falls victim to consult and communicate with the honest hacker Trustgeeks Hack Expert