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Driving behaviors in early stage dementia: A study using in-vehicle technology

机译:早期痴呆症的驾驶行为:一项使用车载技术的研究

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According to the Alzheimer's Association (2011), (1) in 8 people age 65 and older, and about one-half of people age 85 and older, have Alzheimer's disease in the United States (US). There is evidence that drivers with Alzheimer's disease and related dementias are at an increased risk for unsafe driving. Recent advances in sensor, computer, and telecommunication technologies provide a method for automatically collecting detailed, objective information about the driving performance of drivers, including those with early stage dementia. The objective of this project was to use in-vehicle technology to describe a set of driving behaviors that may be common in individuals with early stage dementia (i.e., a diagnosis of memory loss) and compare these behaviors to a group of drivers without cognitive impairment. Seventeen drivers with a diagnosis of early stage dementia, who had completed a comprehensive driving assessment and were cleared to drive, participated in the study. Participants had their vehicles instrumented with a suite of sensors and a data acquisition system, and drove 1 -2 months as they would under normal circumstances. Data from the in-vehicle instrumentation were reduced and analyzed, using a set of algorithms/heuristics developed by the research team. Data from the early stage dementia group were compared to similar data from an existing dataset of 26 older drivers without dementia. The early stage dementia group was found to have significantly restricted driving space relative to the comparison group. At the same time, the early stage dementia group (which had been previously cleared by an occupational therapist as safe to drive) drove as safely as the comparison group. Few safety-related behavioral errors were found for either group. Wayfinding problems were rare among both groups, but the early stage dementia group was significantly more likely to get lost.
机译:根据阿尔茨海默氏症协会(2011)的研究,(1)在美国,年龄在65岁以上的人中有8人,在85岁以上的人中约有一半患有阿尔茨海默氏病。有证据表明,患有阿尔茨海默氏病和相关痴呆症的驾驶员的不安全驾驶风险增加。传感器,计算机和电信技术的最新进展提供了一种方法,用于自动收集有关驾驶员(包括患有早期痴呆症的驾驶员)的驾驶性能的详细客观信息。该项目的目的是使用车载技术描述一组早期痴呆症患者常见的驾驶行为(例如,记忆力减退的诊断),并将这些行为与一组无认知障碍的驾驶员进行比较。十七名诊断为早期痴呆症的驾驶员已完成了全面的驾驶评估,并且被批准开车,参加了这项研究。与会人员在车辆上安装了一套传感器和一个数据采集系统,并在正常情况下行驶了1 -2个月。使用研究小组开发的一组算法/启发式方法,减少并分析了来自车载仪表的数据。将来自早期痴呆症组的数据与来自26个没有痴呆症的老年驾驶员的现有数据集中的类似数据进行了比较。相对于比较组,发现早期痴呆组的驾驶空间明显受限。同时,早期痴呆症组(之前由职业治疗师清除为可以安全驾驶)与对照组相比同样安全。两组均未发现与安全相关的行为错误。寻路问题在两组中均很少见,但早期痴呆组明显更容易迷路。

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