Exploring determinants of log truck accidents resulting in injury or fatality in the Northwest United States between 2015-2019 using Motor Carrier Management Information System data.

IF 2.1 3区 农林科学 Q2 FORESTRY
Allison Clonch, Marcy Harrington, June Spector, Lily M Monsey, Marissa G Baker
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Abstract

Log truck drivers represent a high-risk yet understudied worker population. Logging, more generally, is known to be one of the most dangerous industries in the country, but little is known about injury and fatality rates among log truck drivers specifically. Using data from the Motor Carrier Management Information System (MCMIS), this study aims to characterize log truck crashes in Washington, Oregon, Idaho, and Montana. Using multiple logistic regression, we estimated the odds of a crash resulting in an injury or fatality by environmental and structural conditions at the time of each crash. Results indicate that the presence of a positive median barrier is strongly associated with a decreased odds of injury or fatality for log truck crashes (Odds Ratio (OR) = 0.45, p = 0.03). An increased number of vehicles involved in the crash was significantly associated with an increased odds of injury or fatality (OR = 1.32, p = 0.01). Crashes occurring in Washington or Oregon had significantly decreased odds of resulting in an injury or fatality, in comparison to Idaho and Montana (OR = 0.14, p < 0.001; OR = 0.53, p = 0.01, respectively). These results indicate that the presence of highway safety measures and a state-approved OSHA plan may be beneficial in decreasing the odds of injury or fatality in log truck crashes.

利用汽车运输管理信息系统数据,探索2015-2019年期间美国西北部原木卡车事故导致伤亡的决定因素
原木卡车司机是一个高风险但研究不足的工人群体。众所周知,伐木业是美国最危险的行业之一,但人们对原木卡车司机的伤亡率却知之甚少。本研究利用汽车承运人管理信息系统 (MCMIS) 中的数据,对华盛顿州、俄勒冈州、爱达荷州和蒙大拿州的原木卡车碰撞事故进行了分析。我们使用多元逻辑回归法,根据每起碰撞事故发生时的环境和结构条件,估算了碰撞事故导致人员伤亡的几率。结果表明,正中间隔离带的存在与对数卡车碰撞事故中受伤或死亡几率的降低密切相关(Odds Ratio (OR) = 0.45, p = 0.03)。撞车车辆数量的增加与受伤或死亡几率的增加显著相关(OR = 1.32,p = 0.01)。与爱达荷州和蒙大拿州相比,发生在华盛顿州或俄勒冈州的车祸造成人员伤亡的几率明显降低(OR = 0.14,p < 0.001;OR = 0.53,p = 0.01)。这些结果表明,高速公路安全措施和州批准的职业安全与健康管理局(OSHA)计划的存在可能有利于降低原木卡车碰撞事故中的伤亡几率。
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
3.70
自引率
21.10%
发文量
33
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