Firearm Injury and Policy Research Program, Harborview Injury Prevention and Research Center, Seattle, WA, USA.
Firearm Injury and Policy Research Program, Harborview Injury Prevention and Research Center, Seattle, WA, USA.
Prev Med. 2021 Jul;148:106571. doi: 10.1016/j.ypmed.2021.106571. Epub 2021 Apr 22.
Our objective in this study was to evaluate how well proxy variables for firearm ownership used in county-level studies measure firearm ownership. We applied Bayesian spatial smoothing methods to calculate county-level estimates of household firearm ownership using Behavioral Risk Factor Surveillance System (BRFSS) data (2013-2018). We compared these estimates to four proxies for county-level firearm ownership: the proportion of suicides that were firearm suicides, the average of the proportion of suicides that were firearm suicides and the proportion of homicides that were firearm homicides, gun shops per capita, and federal firearm licenses per capita. U.S. counties for which BRFSS data on household firearm ownership were collected and available for release (n = 304) were included. The median (interquartile range) prevalence of household firearm ownership was 46.6% (37.2%, 56.4%). The per capita rate of federal firearm licenses was most strongly correlated with household firearm ownership (r = 0.70; 95% CI: 0.63, 0.75) followed by the proportion of suicides that were firearm suicides (r = 0.45; 95% CI: 0.36, 0.54). These correlations were stronger among counties with populations of ≥250,000 people. The per capita rate of federal firearm licenses was the best proxy variable for firearm ownership at the county level, however, a better proxy should be identified.
我们在这项研究中的目标是评估县级研究中用于衡量枪支拥有量的代理变量的准确性。我们应用贝叶斯空间平滑方法,使用行为风险因素监测系统(BRFSS)数据(2013-2018 年)来计算县级家庭枪支拥有量的估计值。我们将这些估计值与四种县级枪支拥有量的代理变量进行了比较:自杀事件中枪支自杀的比例、自杀事件中枪支自杀的比例和杀人事件中枪支杀人的比例的平均值、人均枪支商店数量和人均联邦枪支许可证数量。包括了收集并可发布家庭枪支拥有量 BRFSS 数据的美国县(n=304)。家庭枪支拥有量的中位数(四分位距)为 46.6%(37.2%,56.4%)。人均联邦枪支许可证数量与家庭枪支拥有量的相关性最强(r=0.70;95%置信区间:0.63,0.75),其次是枪支自杀的自杀比例(r=0.45;95%置信区间:0.36,0.54)。在人口≥250000 的县中,这些相关性更强。人均联邦枪支许可证数量是县级枪支拥有量的最佳代理变量,但应确定更好的代理变量。