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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自然驾驶研究比较新手青少年和有经验的成年人的碰撞率和追尾撞车事故

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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:目标:机动车碰撞是青少年死亡的主要原因。以前的青少年和成人撞车事故率是基于致命撞车事故,警方报告的撞车事故以及行驶里程的估计。大规模的自然驾驶研究提供了使用可靠的方法来捕获碰撞和驾驶风险来计算碰撞率的机会。 《战略高速公路研究计划2(SHRP2)自然驾驶研究》包含有关青少年和成人驾驶的大量实际数据。本文介绍了新手青少年和有经验的成人驾驶员在自然碰撞中的碰撞率研究结果。方法:SHRP2数据库的子集包含539个新手青少年(16-19岁,n = 549)和有经验的成年人(35- 54年,n = 591)。诸如现场摄像机,加速度计和全球定位系统之类的板载仪表记录了10Hz的时间序列数据。审查了所有事件的现场视频,以识别追尾撞车事故。分析了诸如加速度和速度之类的动态变量以进行追尾事件。比较了青少年和有经验的成年人之间的撞车次数,撞车率,追尾撞车严重程度和追尾撞车速度。结果:对SHRP2撞车的视频回顾发现,撞车次数明显更多(P <0.01),青少年组比成人组的撞击次数(P <0.01)。对于新手青少年,每百万英里行驶30.0次撞车事故的发生率,而有经验的成年人每百万英里行驶5.3次撞车事故。青少年与成人的崩溃率是5.7。新手青少年和有经验的成年人的追尾撞车率分别为13.5和1.8百万英里。青少年与成年人的追尾撞车率之比为7.5。青少年组(1.8 0.9 g;中位数= 1.6 g)的加速度计测得的追尾撞车严重程度高于成人组(1.1 +/- 0.4 g;中位数= 1.0 g)(P <0.05) ,这表明青少年碰撞事故比成人碰撞事故更严重。与有经验的成年人(3.3 +/- 1.2mph;中位数= 2.8mph)相比,新手青少年(18.8 +/- 13.2mph;中位数= 18.9mph)的追尾撞击速度也有所提高(P <0.01)。 :据我们所知,这是第一项使用大型自然驾驶数据库比较青少年和成年人的撞车率的研究。与以前的碰撞率不同,报告的速率可以可靠地控制碰撞类型和行驶风险。这些结果与以前的发现相符,即与有经验的成年人相比,新手青少年的崩溃率更高。

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