Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, United States of America.
Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, United States of America.
Prev Med. 2022 Dec;165(Pt A):107207. doi: 10.1016/j.ypmed.2022.107207. Epub 2022 Aug 24.
Firearm violence is a major cause of morbidity, mortality, and racial health disparities in the United States. Previous studies have identified associations between historically racist housing discrimination (i.e., redlining practices) and firearm violence; however, these studies generally have been limited to a single city and have yet to provide sufficient evidence through which to determine the extent and dynamics of the impact of this relationship across the country. The aim of our study was (1) to estimate the association of historical redlining on both violent and firearm death across the country in nested models; and (2) to examine spatial non-stationarity to determine whether the impact of historical redlining on violent and firearm death was the same across the U.S. We used multilevel Bayesian conditional autoregressive Poisson models to determine the relationship between redlining as illustrated through Home Owners' Loan Corporation maps and 2019 violent and firearm deaths at the ZIP code-level nested within 21 cities across the U.S. We found that at the ZIP code level, there was a dose-responsive relationship between HOLC grading and the incidence of present-day firearm deaths. In general, redlined ZIP codes had higher relative incidence of firearm deaths. Associations were not stable across cities. For example, associations were relatively stronger in Baltimore, MD and weaker in Los Angeles, CA. This research reinforces the findings of previous studies examining the impact of redlining on firearm death across the extent of the entire country in 21 cities and claim that HOLC grades are associated with present-day violence.
枪支暴力是美国发病率、死亡率和种族健康差异的一个主要原因。先前的研究已经确定了历史上种族主义住房歧视(即红线做法)与枪支暴力之间的关联;然而,这些研究通常仅限于单个城市,尚未提供足够的证据来确定这种关系在全国范围内的影响程度和动态。我们的研究目的是:(1)在嵌套模型中估计历史红线对全国暴力和枪支死亡的关联;(2)检验空间非平稳性,以确定历史红线对暴力和枪支死亡的影响是否在美国各地相同。我们使用多层次贝叶斯条件自回归泊松模型来确定 HOLC 地图所示的红线与美国 21 个城市内的邮政编码层面 2019 年暴力和枪支死亡之间的关系。我们发现,在邮政编码层面,HOLC 评级与当今枪支死亡的发生率之间存在剂量反应关系。一般来说,红线邮政编码的枪支死亡率相对较高。关联在城市之间并不稳定。例如,在马里兰州巴尔的摩,关联相对较强,而在加利福尼亚州洛杉矶,关联较弱。这项研究加强了先前研究的发现,这些研究检查了红线对整个国家 21 个城市范围内枪支死亡的影响,并声称 HOLC 等级与当今的暴力行为有关。