Marginal Structural Models to Estimate Causal Effects of Right-to-Carry Laws on Crime

IF 1.5 Q2 SOCIAL SCIENCES, MATHEMATICAL METHODS Statistics and Public Policy Pub Date : 2022-09-01 DOI:10.1080/2330443X.2022.2120136
W. M. van der Wal
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引用次数: 2

Abstract

Abstract Right-to-carry (RTC) laws allow the legal carrying of concealed firearms for defense, in certain states in the United States. I used modern causal inference methodology from epidemiology to examine the effect of RTC laws on crime over a period from 1959 up to 2016. I fitted marginal structural models (MSMs), using inverse probability weighting (IPW) to correct for criminological, economic, political and demographic confounders. Results indicate that RTC laws significantly increase violent crime by 7.5% and property crime by 6.1%. RTC laws significantly increase murder and manslaughter, robbery, aggravated assault, burglary, larceny theft and motor vehicle theft rates. Applying this method to this topic for the first time addresses methodological shortcomings in previous studies such as conditioning away the effect, overfit and the inappropriate use of county level measurements. Data and analysis code for this article are available online.
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估计携带权法律对犯罪因果影响的边际结构模型
摘要:在美国的一些州,持枪权法律允许合法携带用于自卫的隐蔽枪支。我使用流行病学的现代因果推理方法来研究1959年至2016年期间RTC法律对犯罪的影响。我拟合了边际结构模型(MSMs),使用逆概率加权(IPW)来校正犯罪学、经济、政治和人口统计学的混杂因素。结果表明,RTC法律显著增加了7.5%的暴力犯罪和6.1%的财产犯罪。RTC法律显著增加了谋杀和过失杀人、抢劫、严重攻击、入室盗窃、盗窃和机动车盗窃的发生率。将该方法首次应用于本课题,解决了以往研究中的方法缺陷,如调节效应、过拟合和不适当使用县级测量。本文的数据和分析代码可在网上获得。
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来源期刊
Statistics and Public Policy
Statistics and Public Policy SOCIAL SCIENCES, MATHEMATICAL METHODS-
CiteScore
3.20
自引率
6.20%
发文量
13
审稿时长
32 weeks
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