Seacrist Thomas, Douglas Ethan C, Huang Elaine, Megariotis James, Prabahar Abhiti, Kashem Abyaad, Elzarka Ayya, Haber Leora, MacKinney Taryn, Loeb Helen
a Center for Injury Research and Prevention, Children's Hospital of Philadelphia , Philadelphia , Pennsylvania.
b Department of Neuroscience , Lafayette College , Easton , Pennsylvania.
Traffic Inj Prev. 2018 Feb 28;19(sup1):S89-S96. doi: 10.1080/15389588.2017.1415433.
Motor vehicle crashes are the leading cause of death among young drivers. Though previous research has focused on crash events, near crashes offer additional data to help identify driver errors that could potentially lead to crashes as well as evasive maneuvers used to avoid them. The Strategic Highway Research Program 2 (SHRP2) Naturalistic Driving Study (NDS) contains extensive data on real-world driving and offers a reliable methodology to quantify and study near crashes. This article presents findings on near crashes and how they compare to crash events among teen, young adult, and experienced adult drivers.
A subset from the SHRP2 database consisting of 1,653 near crashes for teen (16-19 years, n = 550), young adult (20-24 years, n = 748), and experienced adult (35-54 years, n = 591) drivers was used. Onboard instrumentation including scene cameras, accelerometers, and Global Positioning System logged time series data at 10 Hz. Scene videos were reviewed for all events to classify near crashes based on 7 types: rear-end, road departure, intersection, head-on, side-swipe, pedestrian/cyclist, and animal. Near crash rates, incident type, secondary tasks, and evasive maneuvers were compared across age groups and between crashes and near crashes. For rear-end near crashes, vehicle dynamic variables including near crash severity, headway distance, time headway, and time to collision at the time of braking were compared across age groups. Crashes and near crashes were combined to compare the frequency of critical events across age.
Teen drivers exhibited a significantly higher (P <.01) near crash rate than young adult and experienced adult drivers. The near crash rates were 81.6, 56.6, and 37.3 near crashes per million miles for teens, young adults, and experienced adults, respectively. Teens were also involved in significantly more rear-end (P <.01), road departure (P <.01), side-swipe (P <.01), and animal (P <.05) near crashes compared to young and experienced adults. Teens exhibited a significantly greater (P <.01) critical event rate of 102.2 critical events per million miles compared to 72.4 and 40.0 critical events per million miles for young adults and experienced adults, respectively; the critical event rate ratio was 2.6 and 1.8 for teens and young adults, respectively.
To our knowledge, this is the first study to examine near crashes among teen, young adult, and experienced adult drivers using SHRP2 naturalistic data. Near crash and critical event rates significantly decreased with increasing age and driver experience. Overall, teens were more than twice as likely to be involved in critical events compared to experienced adults. These data can be used to develop more targeted driver training programs and help manufacturers design active safety systems based on the most common driving errors for vulnerable road users.
机动车碰撞事故是年轻驾驶员死亡的主要原因。尽管先前的研究主要关注碰撞事故,但险些碰撞事故能提供更多数据,有助于识别可能导致碰撞的驾驶员失误以及用于避免碰撞的避险操作。战略公路研究计划2(SHRP2)自然驾驶研究(NDS)包含了大量关于实际驾驶的数据,并提供了一种可靠的方法来量化和研究险些碰撞事故。本文介绍了关于险些碰撞事故的研究结果,以及它们在青少年、青年和有经验的成年驾驶员中与碰撞事故的比较情况。
使用了SHRP2数据库中的一个子集,该子集包含1653起青少年(16 - 19岁,n = 550)、青年(20 - 24岁,n = 748)和有经验的成年(35 - 54岁,n = 591)驾驶员的险些碰撞事故。车载仪器包括场景摄像头、加速度计和全球定位系统,以10Hz的频率记录时间序列数据。对所有事件的场景视频进行审查,根据7种类型对险些碰撞事故进行分类:追尾、驶离道路、交叉路口、正面碰撞、擦身而过、行人/骑自行车者和动物。比较了不同年龄组以及碰撞事故和险些碰撞事故之间的险些碰撞率、事故类型、次要任务和避险操作。对于追尾险些碰撞事故,比较了不同年龄组在制动时的车辆动态变量,包括险些碰撞严重程度、车头间距、时间车头间距和碰撞时间。将碰撞事故和险些碰撞事故合并,以比较不同年龄组关键事件的频率。
青少年驾驶员的险些碰撞率显著高于青年和有经验的成年驾驶员(P <.01)。青少年、青年和有经验的成年驾驶员每百万英里的险些碰撞率分别为81.6、56.6和37.3起。与青年和有经验的成年人相比,青少年卷入的追尾(P <.01)、驶离道路(P <.01)、擦身而过(P <.01)和动物(P <.05)险些碰撞事故也显著更多。青少年每百万英里的关键事件率显著高于青年和有经验的成年人(P <.01),分别为102.2起关键事件,而青年和有经验的成年人每百万英里分别为72.4起和40.0起;青少年与青年的关键事件率比分别为2.6和1.8。
据我们所知,这是第一项使用SHRP2自然驾驶数据研究青少年、青年和有经验的成年驾驶员险些碰撞事故的研究。险些碰撞事故率和关键事件率随着年龄和驾驶员经验的增加而显著降低。总体而言,青少年卷入关键事件的可能性是有经验的成年人的两倍多。这些数据可用于制定更有针对性的驾驶员培训计划,并帮助制造商根据弱势道路使用者最常见的驾驶失误设计主动安全系统。