From the Division of Epidemiology, School of Public Health, University of California, Berkeley, Berkeley, CA.
Epidemiology. 2018 Sep;29(5):684-691. doi: 10.1097/EDE.0000000000000879.
Community violence may affect a broad range of health outcomes through physiologic stress responses and changes in health behaviors among residents. However, existing research on the health impacts of community violence suffers from problems with bias.
We examined the relations of acute changes in community violence with hospital visits and deaths due to stress-responsive diseases (mental, respiratory, and cardiac conditions) in statewide data from California 2005-2013. The community violence exposure was measured as both binary spikes and continuous acute changes. We applied a combined fixed-effects and time-series design that separates the effects of violence from those of community- and individual-level confounders more effectively than past research. Temporal patterning was removed from community violence rates and disease rates in each place using a Kalman smoother, resulting in residual rates. We used linear regression with place fixed-effects to examine within-place associations of acute changes in community violence with residual rates of each outcome, controlling for local time-varying covariates.
We found acute increases in hospital visits and deaths due to anxiety disorders (0.31 per 100,000; 95% confidence interval [CI] = 0.02, 0.59), substance use (0.47 per 100,000; 95% CI = 0.14, 0.80), asthma (0.56 per 100,000; 95% CI = 0.16, 0.95), and fatal acute myocardial infarction (0.09 per 100,000; 95% CI = 0.00, 0.18) co-occurring with violence spikes. The pattern of findings was similar for the exposure of continuous acute violence changes.
Although the associations were small, the identified increases in stress-responsive conditions suggest the possibility of health impacts of acute changes in community violence.
社区暴力可能通过生理应激反应和居民健康行为的改变,对广泛的健康结果产生影响。然而,现有关于社区暴力对健康影响的研究存在偏差问题。
我们利用 2005 年至 2013 年加利福尼亚州全州范围内的数据,检验了社区暴力的急性变化与因应激相关疾病(精神、呼吸和心脏疾病)就诊和死亡之间的关系。社区暴力暴露的测量指标包括二元性冲击和连续性急性变化。我们采用了一种组合固定效应和时间序列设计,该设计比以往的研究更有效地分离了暴力因素与社区和个体水平混杂因素的影响。通过卡尔曼平滑法从每个地点的社区暴力率和疾病率中去除时间模式,得出残差率。我们使用具有地点固定效应的线性回归来检验社区暴力的急性变化与每个结果的残差率之间的内在关联,同时控制当地随时间变化的协变量。
我们发现因焦虑障碍(每 10 万人增加 0.31 例;95%置信区间 [CI] = 0.02,0.59)、物质使用障碍(每 10 万人增加 0.47 例;95% CI = 0.14,0.80)、哮喘(每 10 万人增加 0.56 例;95% CI = 0.16,0.95)和致命性急性心肌梗死(每 10 万人增加 0.09 例;95% CI = 0.00,0.18)就诊与暴力冲击同时发生的急性变化与医院就诊和死亡人数增加有关。对于连续急性暴力变化暴露,发现的结果模式相似。
尽管关联较小,但确定的应激相关疾病增加表明社区暴力的急性变化可能对健康产生影响。