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州枪支法律与枪支拥有率及死亡率的关联

Association of State Firearm Laws With Firearm Ownership and Mortality.

作者信息

Barak Ventura Roni, Macinko James, Ruiz Marín Manuel, Porfiri Maurizio

机构信息

Center for Urban Science + Progress, New York University Tandon School of Engineering, Brooklyn, New York.

Department of Mechanical and Aerospace Engineering, New York University Tandon School of Engineering, Brooklyn, New York.

出版信息

AJPM Focus. 2024 Jun 20;3(4):100250. doi: 10.1016/j.focus.2024.100250. eCollection 2024 Aug.

Abstract

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.

摘要

引言

枪支伤害是美国人死亡的主要原因之一。由于携带武器的权利受美国宪法第二修正案保护,政策制定者必须考虑立法对枪支拥有情况和枪支危害的影响。枪支研究的现有知识主要仅考察枪支立法对枪支伤害和死亡的影响,且依赖于相关性分析。少数考虑因果效应的研究采用基于反事实的推断方法。本研究引入信息论工具,以探讨枪支法律在减轻枪支危害同时维护公民携带武器权利方面的作用。

方法

作者研究了2000年1月至2019年10月的月度时间序列数据,包括兰德公司《州枪支法律数据库》中枪支法律的实施情况、疾病控制与预防中心数据库中按意图划分的枪支死亡情况,以及一个计量经济学模型得出的枪支拥有情况。作者采用转移熵这一基于格兰杰因果关系的信息论方法,从时间序列中推断关系。具体而言,作者分别考察从枪支限制程度到每位枪支拥有者的死亡数、枪支拥有量以及枪支死亡数的转移熵。

结果

在国家层面,作者发现枪支限制程度与每位枪支拥有者的死亡数呈负相关,与枪支拥有量呈正相关。在区域层面,作者发现在东北部,枪支限制程度与每位枪支拥有者的死亡数呈负相关;在中西部,枪支限制程度与枪支拥有量呈负相关;在南部,枪支限制程度与枪支自杀数呈负相关。

结论

作者提出了一种信息论方法来研究枪支研究中的关系。该方法为限制性立法在促进安全枪支拥有方面的作用提供了初步证据。作者发现,实施限制性枪支法律后,枪支购置量大幅增加,同时枪支死亡数减少。这些影响因死亡意图和法律实施的地理区域而异。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0268/11301056/828683c31462/gr1.jpg

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