Evidence map›Paper›PMID 42106515›Full record

ArticleJournal of racial and ethnic health disparities2026

Understanding the Influence of Income Inequality and Violent Crime on Police Fatal Shootings in U.S. Counties: 2015-2022.

Hossein Zare, Danielle R Gilmore, Shervin Assari, Khushbu Balsara, Ali Iftikhar, Cassandra Crifasi

Abstract read
PubMed Publisher
In one paragraph

Article in Journal of racial and ethnic health disparities, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Hossein ZareDepartment of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, 21205, USA. hzare1@jhu.edu.ORCID http://orcid.org/0000-0002-5832-0854
Danielle R GilmoreDepartment of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, 21205, USA.
Shervin AssariDepartment of Internal Medicine, Charles R. Drew University of Medicine and Science, Los Angeles, CA, USA.
Khushbu BalsaraDepartment of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, 21205, USA.
Ali IftikharDepartment of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, 21205, USA.
Cassandra CrifasiDepartment of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, 21205, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

We analyzed data from Mapping Police Violence and the Washington Post, including 7,082 fatal police shootings in 3,125 counties between 2015-2022. We employed negative binomial regression models (NBRG) to estimate the association between income inequality and fatal shootings by race/ethnicity. All models controlled for county population density (population per square mile), age distribution, racial composition, and violent crime rates. We controlled for year and clustered the regression standard errors at the county level. On average at the county level, 0.3 (SD: 0.6) per 10,000 of the White population, 4.6 (SD: 37.4) per 10,000 of the Black population, and 0.8 (SD: 2.6) per 10,000 of the Hispanic population have been fatally shot by police, with an overall average of 0.20 (SD: 0.5) per 10,000 population. Regression findings indicated a strong association between income inequality and fatal police shootings, while violent crimes, and county racial composition were additional predictors. Policymakers must prioritize structural reforms and equitable resource allocation to reduce policing disparities and prevent unnecessary loss of life.

Indexed as

Fatal shootingIncome inequalityPlacePolicingRaceViolent crime

Identifiers

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.