Evidence map›Paper›PMID 42329345›Full record

ArticleJournal of urban health : bulletin of the New York Academy of Medicine2026

A Multidimensional Approach to Measure Structural Racism and Its Association with Fatal and Nonfatal Community Firearm Violence at the Census Tract Level in New York City.

Loren L Adams, Rashelle J Musci, Vanya Jones, Cassandra K Crifasi

Abstract read
In one paragraph

Article in Journal of urban health : bulletin of the New York Academy of Medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Loren L AdamsJohns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA. Ladams46@alumni.jh.edu.ORCID http://orcid.org/0000-0001-9840-7279
Rashelle J MusciJohns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA.ORCID http://orcid.org/0000-0001-7267-5822
Vanya JonesJohns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA.ORCID http://orcid.org/0000-0002-9048-0102
Cassandra K CrifasiJohns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA.ORCID http://orcid.org/0000-0001-6748-5389

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Structural racism is an important determinant of health inequities. Recent studies have operationalized structural racism using latent construct approaches to capture its multidimensionality instead of relying on single indicators as structural racism proxies. However, such studies have only captured multidimensional structural racism at larger geographies, not census tract level. A latent profile model used unidimensional indicators across the domains of criminal justice, economic status, education, employment, and housing/segregation to construct a multidimensional measure of structural racism (MMSR) for 2219 NYC census tracts from 2018-2022. The indicators were derived from publicly available datasets and reflect differences between Black and non-Hispanic White New Yorkers. We assessed the MMSR's utility by testing its association with fatal and nonfatal community firearm violence in 2018-2022, using a global Wald test and pairwise comparison z-tests. The analysis identified five multidimensional structural racism profiles in NYC. Two profiles were more advantaged across the indicators, while the other three were more disadvantaged. Census tracts in the advantaged profiles had above the NYC average of non-Hispanic White residents and above median income, while disadvantaged profiles had above average non-Hispanic Black residents and below median income. Community firearm violence significantly differed across the five profiles-the disadvantaged profiles had the highest prevalence of firearm violence. Maps visualized that disadvantaged profiles co-occurred in census tracts that also experience high levels of violence. This analysis confirms the need to capture the complexity of structural racism across multiple domains, including the heterogeneity of structural racism at a small geography in a large city.

Indexed as

Census TractFirearmsGun ViolenceRacismViolenceBlack or African AmericanHumansNew York CityResidence CharacteristicsResidential SegregationSocioeconomic Disparities in HealthWhiteCommunity firearm violenceHealth equityLatent profile analysisStructural racism

Identifiers

PMID42329345
PMCPMC13524899

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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.