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Associations Between Heavy-Vehicle Driver Compensation Methods, Fatigue-Related Driving Behavior, and Sleepiness

机译:重型车辆驾驶员补偿方法,与疲劳有关的驾驶行为和嗜睡之间的关联

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Objective: There has been growing recognition that broader economic and organizational factors play a role in creating work environments that facilitate high-risk driving behavior. This study investigates the association between compensation methods for drivers, fatigue-related driving behavior, and sleepiness among Australian heavy-vehicle drivers. Specifically, we hypothesized that piece-rate compensation methods linked to performance outcomes would be associated with greater levels of fatigue-related driving behaviors and sleepiness. Methods: We examined data from a random sample of 346 long-haul heavy-vehicle drivers who had not been involved in a crash. A 40-min interview was conducted that elicited information regarding driver demographics, truck characteristics, and compensation arrangements. Specific details about drivers' behavior on their most recent trip including load(s) carried, distances driven, hours driven, rest breaks, and hours of sleep on the previous night were taken. The interview also included a standardized assessment of sleepiness using the Epworth Sleepiness Scale (ESS). Results: A multivariate analysis of covariance demonstrated a significant multivariate effect for compensation methods across the combined, fatigue-related driving behavior dependent variables, F (10, 676) = 2.80, p < .01. Between-subject effects demonstrated significant association between compensation methods and 4 of 5 fatigue-related variables under study, including kilometers driven per day, F (2, 340) = 7.75, p < .001, hours driven per day, F (2, 341) = 2.64, p < .05, total hours worked per week, F (2, 340) = 5.27, p < .01, and mean driving time between breaks, F (2, 341) = 4.45, p < .05. Post hoc tests revealed that piece-rate compensation methods were associated with higher levels of fatigue-related driving than non-piece-rate methods. Follow-up analysis also revealed higher caffeine and amphetamines use among piece-rate drivers for the purpose of staying awake while driving. Despite this, no association between compensation methods and sleepiness were revealed. Conclusions: Results confirmed that performance-based compensation methods are associated with work practices that may exacerbate driving behaviors associated with fatigue. Despite this finding, however, performance-based compensation methods were not associated with higher levels of sleepiness. This highlights the presence of potential differences in self-selection, operational, or fatigue management practices that may be common to drivers paid under various methods. Implications of these results for safety policy and future safety research within the heavy-vehicle industry are discussed.
机译:目标:人们日益认识到,更广泛的经济和组织因素在创造有利于高风险驾驶行为的工作环境中发挥着作用。这项研究调查了澳大利亚重型车辆驾驶员的驾驶员补偿方法,与疲劳相关的驾驶行为和嗜睡之间的关联。具体来说,我们假设与绩效结果相关的计件工资补偿方法将与疲劳相关的驾驶行为和嗜睡程度更高相关。方法:我们检查了346名未参与撞车的长途重型汽车驾驶员的随机样本数据。进行了40分钟的采访,得出有关驾驶员人口统计,卡车特性和补偿安排的信息。记录了有关驾驶员最近一次旅行的行为的详细信息,包括所承载的负荷,行驶的距离,行驶的小时数,休息时间以及前一天晚上的睡眠时间。访谈还包括使用Epworth嗜睡量表(ESS)进行的嗜睡标准评估。结果:协方差的多元分析表明,补偿方法在与疲劳相关的驾驶行为相关的组合变量F(10,676)= 2.80,2.80,p <0.01上具有显着的多元效果。受试者之间的影响表明,补偿方法与所研究的5个与疲劳相关的变量中的4个之间存在显着关联,其中包括每天行驶的公里数F(2,340)= 7.75,p <.001,每天行驶的小时数F(2, 341)= 2.64,p <.05,每周工作总小时数,F(2,340)= 5.27,p <.01,平均休息时间,F(2,341)= 4.45,p <.05 。事后测试表明,与非计件工资法相比,计件工资补偿方法与疲劳相关驾驶的水平更高。跟踪分析还显示,计件车手中较高的咖啡因和苯丙胺使用量是为了在开车时保持清醒。尽管如此,补偿方法与嗜睡之间没有关联。结论:结果证实,基于绩效的补偿方法与工作实践有关,这可能会加剧与疲劳有关的驾驶行为。尽管有此发现,但是基于性能的补偿方法与更高水平的嗜睡无关。这突显了自我选择,操作或疲劳管理实践中可能存在的差异,这些差异可能是通过各种方法付费的驾驶员所共有的。讨论了这些结果对重型汽车行业安全政策和未来安全研究的意义。

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