From the Division of Environmental Health Sciences, University of Minnesota School of Public Health, Minneapolis, MN.
Department of Agricultural and Resource Economics, Colorado State University, Fort Collins, CO.
Epidemiology. 2019 Nov;30(6):799-806. doi: 10.1097/EDE.0000000000001085.
Violence is a leading cause of death and an important public health threat, particularly among adolescents and young adults. However, the environmental causes of violent behavior are not well understood. Emerging evidence suggests exposure to air pollution may be associated with aggressive or impulsive reactions in people.
We applied a two-stage hierarchical time-series model to estimate change in risk of violent and nonviolent criminal behavior associated with short-term air pollution in U.S. counties (2000-2013). We used daily monitoring data for ozone and fine particulate matter (PM2.5) from the Environmental Protection Agency and daily crime counts from the Federal Bureau of Investigation. We evaluated the exposure-response relation and assessed differences in risk by community characteristics of poverty, urbanicity, race, and age.
Our analysis spans 301 counties in 34 states, representing 86.1 million people and 721,674 days. Each 10 µg/m change in daily PM2.5 was associated with a 1.17% (95% confidence interval [CI] = 0.90, 1.43) and a 10 ppb change in ozone with a 0.59% (95% CI = 0.41, 0.78) relative risk increase (RRI) for violent crime. However, we observed no risk increase for nonviolent property crime due to PM2.5 (RRI: 0.11%; 95% CI = -0.09, 0.31) or ozone (RRI: -0.05%; 95% CI = -0.22, 0.12). Our results were robust across all community types, except rural regions. Exposure-response curves indicated increased violent crime risk at concentrations below regulatory standards.
Our results suggest that short-term changes in ambient air pollution may be associated with a greater risk of violent behavior, regardless of community type.
暴力是导致死亡的主要原因之一,也是一个重要的公共卫生威胁,尤其是在青少年和年轻人中。然而,暴力行为的环境原因尚未得到充分理解。新出现的证据表明,暴露于空气污染可能与人们的攻击或冲动反应有关。
我们应用两阶段分层时间序列模型来估计与美国县短期空气污染相关的暴力和非暴力犯罪行为风险的变化(2000-2013 年)。我们使用了来自环境保护署的臭氧和细颗粒物(PM2.5)的每日监测数据,以及来自联邦调查局的每日犯罪数据。我们评估了暴露-反应关系,并评估了贫困、城市化、种族和年龄等社区特征差异对风险的影响。
我们的分析涵盖了 34 个州的 301 个县,代表了 8610 万人和 721674 天。每日 PM2.5 增加 10 µg/m,与暴力犯罪的相对风险增加(RRI)1.17%(95%置信区间[CI] = 0.90,1.43)有关;每日臭氧增加 10 ppb,与暴力犯罪的 RRI 增加 0.59%(95% CI = 0.41,0.78)有关。然而,我们没有发现 PM2.5(RRI:0.11%;95% CI = -0.09,0.31)或臭氧(RRI:-0.05%;95% CI = -0.22,0.12)对非暴力财产犯罪的风险增加。我们的结果在所有社区类型中都是稳健的,除了农村地区。暴露-反应曲线表明,在低于监管标准的浓度下,暴力犯罪风险增加。
我们的研究结果表明,短期环境空气污染变化可能与暴力行为风险增加有关,而与社区类型无关。