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Motor Vehicle Collision Trends in Ontario’s Young and Novice Drivers: A Retrospective Cohort Study from 2001-2006

机译:安大略省新手和新手的机动车碰撞趋势:2001-2006年回顾性队列研究

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Purpose: The aim of this analysis is to estimate and compare both crude rates and adjustedrelative risks of motor vehicle collision in young and novice drivers in Ontario. We willinvestigate whether differences in the magnitude of the crude rates or adjusted risks can beaccounted for by factors, such as: license class, gender, age, and suspension or convictionhistory.Methods: A retrospective cohort design was employed. Driver records for those with G1(beginner), G2 (intermediate) or G (full) licenses in Ontario, aged 16-24 on January 1, 2001were selected from an Ontario Ministry of Transportation (MTO) database. The cohort wasfollowed from January 1, 2001 to December 31, 2006. The number of police-reported collisionsincurred during this interval by individuals in each license class was enumerated. Rates ofcollisions (per 100,000 driver-days licensed) were calculated by license class at time of event,gender, age at study start date, and suspension/conviction history. Negative binomial regressionwas used to assess the adjusted impact of license class, gender, age and suspension orconviction history on the risk of collisions. All summary statistics and regression models wereestimated following a reclassification of the outcome variable to document whether the policeofficer reporting the collision classified the driver as “driving properly” versus “not drivingproperly”.Results: At the study start date, cases included 3,621 beginner drivers (1%), 133,515intermediate drivers (48%) and 142,245 full class drivers (51%). Slightly more males (54%)were observed than females (46%). At the beginning of the study, 8% of cases were 16-17years of age, 52% of cases were 18-20 years of age and 40% of cases were 21-24 years ofage. The total number of collisions incurred over the six years of observation was 164,242. Theoverall rate of collisions was 26.84 per 100,000 days licensed (95% CI: 26.64-27.04). The rateof collisions in beginner, intermediate and full license class drivers was 3.72, 36.64 and 26.28,respectively. Males had higher rates of collisions than females. Younger persons also had higher rates of collision. Those with a history of either suspension or conviction had higher ratesof collision than drivers who had never had their motor vehicle license suspended or beenconvicted of a traffic violation. Adjusted relative risks from the multivariate negative binomialmodels were in concordance with the trends observed in the crude rates.Conclusions: Graduated driver licensing (GDL) programs are designed to prepare individualsto adequately handle the risks of driving. Beginner drivers were observed to have a markedlylower rate of collisions compared to intermediate drivers. The lower rates of collisions observedin beginner drivers are likely a result of the GDL restrictions placed on this license class. Whenmany of these restrictions are removed, the rates of collisions increase in intermediate driversand surpass rates for fully licensed drivers. This finding suggests that enhanced exposure,practice and training is required for beginner license class drivers or that a different subset ofrestrictions may need to be considered for intermediate license class drivers.
机译:目的:该分析的目的是估计并比较原油价格和调整后的价格 安大略省年轻和新手驾驶员发生汽车碰撞的相对风险。我们将 调查原油价格幅度或调整后的风险是否存在差异 按以下因素解释:许可证类别,性别,年龄以及中止或定罪 历史。 方法:采用回顾性队列设计。患有G1的人的驾驶记录 (初学者),G2(中级)或G(正式)执照,于2001年1月1日在16-24岁之间 从安大略省交通运输部(MTO)数据库中选择。该队列是 随后是2001年1月1日至2006年12月31日。警方报告的撞车次数 列举了每个许可证类别中的个人在此间隔内产生的费用。费率 发生碰撞时(按获得许可的100,000个驾驶日),根据事件发生时的许可证类别进行计算, 性别,研究开始日期的年龄以及停学/定罪的历史记录。负二项式回归 用于评估许可类别,性别,年龄和中止的调整后影响,或者 关于碰撞风险的定罪历史。所有汇总统计量和回归模型均为 对结果变量进行重新分类后进行估算,以记录警方是否 报告碰撞的人员将驾驶员分类为“正确驾驶”与“未驾驶” 适当地”。 结果:在研究开始之日,病例包括3,621名初学者驾驶员(1%),133,515 中级司机(48%)和142,245名全班司机(51%)。男性多一点(54%) 被观察到比女性(46%)。在研究开始时,有8%的病例是16-17岁 岁,52%的病例为18-20岁,40%的病例为21-24岁 年龄。六年的观察中,发生的碰撞总数为164,242起。这 总的冲突发生率为每100,000天许可26.84(95%CI:26.64-27.04)。比率 在初学者,中级和完全许可类驱动程序中发生的碰撞分别为3.72、36.64和26.28, 分别。男性的碰撞率高于女性。年轻人的碰撞率也更高。有中止或定罪历史的人发生率更高 从未从未暂停或获得过机动车驾驶执照的驾驶员发生碰撞 因违反交通法规而被定罪。多元负二项式调整后的相对风险 这些模型与原油价格中观察到的趋势一致。 结论:分级驾驶执照(GDL)程序旨在为个人做好准备 充分应对驾驶风险。初学者司机被发现有明显 相较于中间驱动程序,更低的碰撞率。观察到较低的碰撞率 初学者驱动程序中的错误可能是由于此许可证类别上的GDL限制引起的。什么时候 取消了这些限制中的许多限制,中间驱动程序中的碰撞率增加了 并获得完全许可的司机的超费率。这一发现表明,暴露量增加了, 初学者许可证类驱动程序或该驱动程序的不同子集需要进行实践和培训 中间许可证类驱动程序可能需要考虑限制。

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