Evans L
General Motors R&D Center, Safety Research Department, Warren, MI 48090-9055, USA.
Accid Anal Prev. 1996 Jul;28(4):423-33. doi: 10.1016/0001-4575(96)00006-1.
While theoretical considerations show that the effectiveness of occupant protection devices declines from 100% at very low crash severity to 0% at high severity, empirical details have been lacking. When overall in-use effectiveness is estimated by applying traditional methods to data sets that lack a measure of severity, large biases are introduced because non-wearing drivers are riskier drivers, an effect that has been called selective recruitment. These effects are investigated empirically using National Accident Sampling System (NASS) data in which crash severity is measured by delta-v, the estimated change in the speed of the car as a result of the crash. Supplemental results are obtained using published police-reported data containing a more easily obtained but less objective severity measure. Both data sets provide information on driver fatalities and injuries, thus allowing four comparisons of effectiveness estimates based only on total casualties with ones taking into account the different severities of crashes by belted and unbelted drivers. The data show consistently that the probability that a driver is belted declines as crash severity increases. Belt effectiveness estimates ignoring this effect are biased upwards by large amounts (for example, 60% compared to 40% for injuries using NASS data). Belts appear more effective at preventing fatalities than at preventing injuries. The results are consistent with a prior estimate, derived using a method unaffected by the biases discussed here, which found that, averaged over all crashes, safety belts reduce driver fatality risk by (42 +/- 4).
虽然理论上的考虑表明,乘员保护装置的有效性在极低碰撞严重程度下为100%,而在高严重程度下则降至0%,但一直缺乏实证细节。当通过将传统方法应用于缺乏严重程度度量的数据集来估计总体使用有效性时,会引入很大的偏差,因为不系安全带的驾驶员是风险更高的驾驶员,这种效应被称为选择性招募。使用国家事故抽样系统(NASS)数据对这些效应进行实证研究,其中碰撞严重程度通过δ-v来衡量,即碰撞导致的汽车速度估计变化。使用已公布的警方报告数据获得补充结果,这些数据包含一种更容易获得但不太客观的严重程度度量。这两个数据集都提供了关于驾驶员死亡和受伤的信息,从而可以进行四次有效性估计的比较:一次仅基于总伤亡情况,另外三次则考虑了系安全带和不系安全带驾驶员的不同碰撞严重程度。数据一致表明,随着碰撞严重程度的增加,驾驶员系安全带的概率下降。忽略这种效应的安全带有效性估计会大幅向上偏差(例如,使用NASS数据时,受伤情况下为60%,而实际为40%)。安全带在预防死亡方面似乎比预防受伤更有效。这些结果与先前使用一种不受此处讨论的偏差影响的方法得出的估计一致,该估计发现,在所有碰撞中平均而言,安全带将驾驶员死亡风险降低了(42±4)。