州枪支法与枪支拥有率和死亡率的关系

Roni Barak Ventura PhD , James Macinko PhD , Manuel Ruiz Marín PhD , Maurizio Porfiri PhD
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引用次数: 0

摘要

导言枪支伤害是美国人死亡的主要原因。由于持枪权受到第二修正案的保护,政策制定者必须考虑立法对枪支所有权和枪支伤害的影响。目前的枪支研究主要研究枪支立法对枪支伤害和死亡的影响,而且主要依赖于相关分析。少数考虑因果效应的研究采用了基于反事实的推论。本研究引入了信息论工具,以探讨枪支法律在维护公民持枪权的同时减轻枪支伤害的作用。方法作者研究了兰德公司州枪支法律数据库中 2000 年 1 月至 2019 年 10 月枪支法律实施情况的月度时间序列、疾病控制和预防中心数据库中按意图划分的枪支死亡人数,以及计量经济学模型中的枪支所有权。作者采用转移熵这种依赖格兰杰因果关系的信息论方法来推断时间序列中的关系。具体而言,作者研究了从枪支限制到枪支拥有者人均死亡、枪支拥有和枪支死亡的独立转移熵。结果在国家层面,作者发现枪支限制与枪支拥有者人均死亡之间存在负相关,而枪支限制与枪支拥有之间存在正相关。在地区层面上,作者发现在东北部,枪支限制性与每名枪支拥有者的死亡人数呈负相关;在中西部,枪支限制性与枪支所有权呈负相关;在南部,枪支限制性与枪支自杀呈负相关。这种方法为限制性立法在促进安全拥有枪支方面的作用提供了初步证据。作者发现,在限制性枪支法律实施后,枪支购置量大幅增加,与此同时,枪支致死率也有所下降。这些影响因死亡意图和法律实施的地理区域而异。
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Association of State Firearm Laws With Firearm Ownership and Mortality

Introduction

Firearm injury is a leading cause of death among Americans. Because the right to bear arms is protected by the Second Amendment, policymakers must consider the impact of legislation on both firearm ownership and firearm harms. The current state of knowledge in firearm research majorly examines the impact of firearm legislation on firearm injuries and fatalities alone, and it relies on correlational analyses. The few studies that consider causal effects employ counterfactual-based inference. This study introduces information-theoretic tools to explore the role of firearm laws in mitigating firearm harms while maintaining citizens’ right to bear arms.

Methods

The authors study monthly time series from January 2000 to October 2019 for the implementation of firearm laws from RAND's State Firearm Law Database, firearm deaths by intent from the Centers for Disease Control and Prevention databases, and firearm ownership from an econometric model. The authors employ transfer entropy, an information-theoretic method that relies on Granger causality, to infer relationships from time series. Specifically, the authors examine transfer entropy from firearm restrictiveness to deaths per firearm owner, firearm ownership, and firearm deaths, independently.

Results

On a national level, the authors uncover a negative association from firearm restrictiveness to deaths per firearm owner and a positive association from firearm restrictiveness to firearm ownership. On a regional level, the authors identify a negative association from firearm restrictiveness to deaths per firearm owner in the Northeast, a negative association from firearm restrictiveness to firearm ownership in the Midwest, and a negative association from firearm restrictiveness to firearm suicides in the South.

Conclusions

The authors present an information-theoretic approach to study relationships in firearm research. This method provides preliminary evidence for the role of restrictive legislation in promoting safe firearm ownership. The authors find that firearm acquisition considerably increases after the implementation of restrictive firearm laws, and simultaneously, firearm deaths decrease. These effects vary with respect to death by intent and the geographic region the laws were implemented in.

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AJPM focus
AJPM focus Health, Public Health and Health Policy
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