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Comparison of crash rates and rear-end striking crashes among novice teens and experienced adults using the SHRP2 Naturalistic Driving Study

机译:使用SHRP2自然驾驶研究的新手青少年和经验丰富的成年人的撞车速率和后端撞击的比较

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Objective: Motor vehicle crashes are the leading cause of death for teens. Previous teen and adult crash rates have been based upon fatal crashes, police-reported crashes, and estimated miles driven. Large-scale naturalistic driving studies offer the opportunity to compute crash rates using a reliable methodology to capture crashes and driving exposure. The Strategic Highway Research Program 2 (SHRP2) Naturalistic Driving Study contains extensive real-world data on teen and adult driving. This article presents findings on the crash rates of novice teen and experienced adult drivers in naturalistic crashes.Methods: A subset from the SHRP2 database consisting of 539 crash events for novice teens (16-19years, n = 549) and experienced adults (35-54years, n = 591) was used. Onboard instrumentation such as scene cameras, accelerometers, and Global Positioning System logged time series data at 10Hz. Scene videos were reviewed for all events to identify rear-end striking crashes. Dynamic variables such as acceleration and velocity were analyzed for rear-end striking events. Number of crashes, crash rates, rear-end striking crash severity, and rear-end striking impact velocity were compared between novice teens and experienced adults.Results: Video review of the SHRP2 crashes identified significantly more crashes (P < 0.01) and rear-end striking crashes (P < 0.01) among the teen group than among the adult group. This yielded crash rates of 30.0 crashes per million miles driven for novice teens compared to 5.3 crashes per million miles driven for experienced adults. The crash rate ratio for teens vs. adults was 5.7. The rear-end striking crash rate was 13.5 and 1.8per million miles driven for novice teens and experienced adults, respectively. The rear-end striking crash rate ratio for teens vs. adults was 7.5. The rear-end striking crash severity measured by the accelerometers was greater (P < 0.05) for the teen group (1.8 0.9 g; median = 1.6 g) than for the adult group (1.1 +/- 0.4 g; median = 1.0 g), suggesting that teen crashes tend to be more serious than adult crashes. Increased rear-end striking impact velocity (P < 0.01) was also observed for novice teens (18.8 +/- 13.2mph; median = 18.9mph) compared to experienced adults (3.3 +/- 1.2mph; median = 2.8mph).Conclusion: To our knowledge, this is the first study to compare crash rates between teens and adults using a large-scale naturalistic driving database. Unlike previous crash rates, the reported rates reliably control for crash type and driving exposure. These results conform to previous findings that novice teens exhibit increased crash rates compared to experienced adults.
机译:目的:机动车崩溃是青少年死亡的主要原因。以前的青少年和成人坠机率基于致命的崩溃,警方报告的崩溃和估计的里程驱动。大规模的自然主义驾驶研究提供了使用可靠的方法来计算碰撞速率来捕获崩溃和驾驶曝光的机会。战略公路研究计划2(SHRP2)自然主义驾驶研究载有关于青少年和成人驾驶的广泛现实数据。本文提出了关于自然崩溃中的新手青少年和经验丰富的成人司机的崩溃速率的调查结果。使用54年,n = 591)。诸如场景摄像机,加速度计和全球定位系统的车载仪器,10Hz的记录时间序列数据。审查了场景视频,以识别后端撞击崩溃。分析了诸如加速度和速度的动态变量,用于后端引人注目的事件。在新手青少年和经验丰富的成年人之间比较了崩溃,撞击率,后端撞击碰撞严重程度和后端撞击速度。结果:SHRP2崩溃的视频审查明显更多的崩溃(P <0.01)和后方在青少年群体中结束崩溃(P <0.01),而不是成年组。对于新手青少年而言,这一收益率为30.0万英里的撞车率为每百万英里,而为经验丰富的成年人推动了5.3万英里的崩盘。青少年与成年人的碰撞率比为5.7。对于新手青少年和经验丰富的成年人,后端引爆速率分别为13.5和1.8亿英里。青少年与成人的后端撞击率比为7.5。通过加速度计测量的后端引起崩溃严重程度大(1.8 0.9g;中位数= 1.6g)比成人组(1.1 +/- 0.4g;中位数= 1.0g)暗示青少年崩溃往往比成人崩溃更严重。对于有经验的成年人(3.3 +/- 1.2mph;中位数= 2.8mph),还观察到增加后端撞击速度(P <0.01)(18.8 +/-13.2mph;中位数= 18.9mph)。结论:对于我们的知识,这是第一项研究青少年和成年人之间使用大型自然主义驾驶数据库比较青少年和成人之间的崩溃利率。与之前的崩溃速率不同,报告的速率可靠地控制碰撞类型和驾驶曝光。这些结果符合先前的发现,即与经验丰富的成年人相比,新手青少年表现出增加的撞击率。

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