重复驾驶旅行对老年驾驶员认知健康的衡量——三个案例研究

Jennifer Howcroft, Bruce Wallace, R. Goubran, S. Marshall, M. Porter, F. Knoefel
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引用次数: 1

摘要

老年人车内驾驶数据是一个有价值的数据源,成功的测量和解释可以帮助临床医生进行驾驶健康评估。自然驱动评估的测量挑战之一是可变性的许多可能来源。因此,在持续的一段时间内,将测量集中在重复驾驶的行程上,可以减少可变性的来源,并增加驾驶评估的实用性。在本研究中,研究人员对三名年龄较大的成年司机进行了为期五年的调查,这些司机在驾驶的第一年至少驾驶了20次前往两个目的地的重复旅行,目的是对重复旅行重点指标的价值进行初步评估。三名老年司机有三种不同的认知健康状况:一种认知健康状况较好,相对稳定,另一种认知健康状况下降,与不同的认知评估相关。重复行程派生的度量包括行程频率、速度度量(平均值、标准差、百分位数和变异系数)和路线相似性。认知健康状况较好、相对稳定的老年驾驶员驾驶模式相对稳定。经测试,早期认知健康水平明显下降的老年司机似乎开得更慢,停车的时间也更多。在moca测量的认知健康水平逐渐持续下降的老年司机,其驾驶行为在5年期间的频率、速度和路线相似度方面发生了逐渐的变化。因此,本研究提供了一个初步的迹象,即重复性旅行可以通过减少可变性来源,为老年人驾驶表现与认知健康状况相关提供一个有用的衡量标准。未来的工作需要在更大的老年司机样本中评估这些初步发现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Repetitively Driven Trips as a Measure of Older Adult Driver Cognitive Health – Three Case Studies
Older adult in-car driving data represents a valuable data source where successful measurement and interpretation could assist clinicians in driving fitness assessments. One of the measurement challenges with naturalistic driving assessments is the many possible sources of variability. Therefore, focusing measurements on a trip that is driven repetitively over a sustained period of time may reduce sources of variability and increase utility in driving assessments. In this study, repetitive-trips with two destinations that were driven at least 20 times during the first year of driving were investigated across a period of five years for three different older adult drivers with the goal of providing a preliminary evaluation of the value of repetitive-trip-focused metrics. The three older adult drivers had three different cognitive health statuses: one with better, relatively stable cognitive health and two with declining cognitive health associated with different cognitive assessments. The repetitive-trip-derived metrics included trip frequency, velocity metrics (mean, standard deviation, percentiles, and coefficient of variation), and route similarity. The older adult driver with better, relatively stable cognitive health had relatively stable driving patterns. The older adult driver with a marked, early decline in Trails Making B-measured cognitive health appeared to drive slower and with a higher portion of driving time spent stopped. The older adult driver with a gradual, sustained decline in MoCA-measured cognitive health had gradual changes in driving behaviours across the five-year period related to frequency, velocity, and route similarity. Therefore, this study provides a preliminary indication that repetitive-trips may provide a useful measure of older adult driving performance related to cognitive health status by reducing sources of variability. Future work is needed to assess these initial findings on a larger sample of older adult drivers.
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