Evaluation of the causal impact of recreational marijuana legalisation on traffic safety in the US

IF 5.7 1区 工程技术 Q1 ERGONOMICS
Anupriya , Emma McCoy , Daniel J. Graham
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引用次数: 0

Abstract

Since the legalisation of recreational marijuana in certain US states, traffic fatalities involving drivers testing positive for marijuana have markedly increased, thereby prompting the need to understand how this policy change affects road safety. While marijuana is well-known to impair driving, determining if its recreational use directly causes more traffic fatalities remains contentious due to challenges in roadside impairment testing. Additional challenges arise because (i) Simulations may not accurately replicate driver impairment and road conditions, (ii) Estimation based on observational data must adjust for (unobserved) confounding factors, requiring an innovative model to generate causal inference, and (iii) The dynamic, evolving nature of the process requires capturing temporal relationships. This paper contributes by employing a rigorous study design based on an augmented synthetic control method to assess the causal impact of recreational marijuana legalisation on traffic fatalities. It identifies a consistent but lagged pattern of increased fatality rates in several states post-legalisation, with the effect primarily linked to the drug’s retail availability. These findings disprove any prevailing conjectures that dismiss the link between recreational marijuana use and fatal traffic crashes, highlighting the need for informed policy responses.
美国休闲大麻合法化对交通安全的因果影响评价
自从娱乐性大麻在美国某些州合法化以来,涉及大麻检测呈阳性的司机的交通事故死亡人数显著增加,因此促使人们需要了解这一政策变化如何影响道路安全。虽然大麻对驾驶的影响众所周知,但由于路边损害测试的挑战,确定其娱乐用途是否直接导致更多的交通事故死亡仍然存在争议。由于(i)模拟可能无法准确地复制驾驶员损伤和道路状况,(ii)基于观测数据的估计必须调整(未观察到的)混杂因素,需要创新模型来产生因果推理,以及(iii)过程的动态,演变性质需要捕获时间关系,因此会出现其他挑战。本文通过采用基于增强综合控制方法的严格研究设计来评估娱乐性大麻合法化对交通死亡的因果影响。该研究发现,在大麻合法化后的几个州,死亡率呈持续但滞后的上升趋势,其影响主要与大麻的零售供应有关。这些发现反驳了任何认为娱乐性大麻使用与致命交通事故之间没有联系的普遍猜测,强调了明智的政策回应的必要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
11.90
自引率
16.90%
发文量
264
审稿时长
48 days
期刊介绍: Accident Analysis & Prevention provides wide coverage of the general areas relating to accidental injury and damage, including the pre-injury and immediate post-injury phases. Published papers deal with medical, legal, economic, educational, behavioral, theoretical or empirical aspects of transportation accidents, as well as with accidents at other sites. Selected topics within the scope of the Journal may include: studies of human, environmental and vehicular factors influencing the occurrence, type and severity of accidents and injury; the design, implementation and evaluation of countermeasures; biomechanics of impact and human tolerance limits to injury; modelling and statistical analysis of accident data; policy, planning and decision-making in safety.
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