Meyer David J, Messer Jason, Singh Tanya, Thomas Peter J, Woyczynski Wojbor A, Kaye Jeffrey, Lerner Alan J
Case Western Reserve University, 11900 Euclid Avenue, Cleveland, OH 44106, USA.
J Comput Neurosci. 2012 Apr;32(2):213-31. doi: 10.1007/s10827-011-0349-5. Epub 2011 Jul 8.
The Category Fluency Test (CFT) provides a sensitive measurement of cognitive capabilities in humans related to retrieval from semantic memory. In particular, it is widely used to assess progress of cognitive impairment in patients with dementia. Previous research shows that, in the first approximation, the intensity of tested individuals' responses within a standard 60-s test period decays exponentially with time, with faster decay rates for more cognitively impaired patients. Such decay rate can then be viewed as a global (macro) diagnostic parameter of each test. In the present paper we focus on the statistical properties of the properly de-trended time intervals between consecutive responses (inter-call times) in the Category Fluency Test. In a sense, those properties reflect the local (micro) structure of the response generation process. We find that a good approximation for the distribution of the de-trended inter-call times is provided by the Weibull Distribution, a probability distribution that appears naturally in this context as a distribution of a minimum of independent random quantities and is the standard tool in industrial reliability theory. This insight leads us to a new interpretation of the concept of "navigating a semantic space" via patient responses.
类别流畅性测试(CFT)为人类与语义记忆检索相关的认知能力提供了一种灵敏的测量方法。特别是,它被广泛用于评估痴呆症患者认知障碍的进展情况。先前的研究表明,初步看来,在标准的60秒测试期内,被测试个体的反应强度会随时间呈指数衰减,认知障碍越严重的患者衰减速度越快。这样的衰减率随后可被视为每次测试的一个全局(宏观)诊断参数。在本文中,我们关注类别流畅性测试中连续反应之间经过适当去趋势处理的时间间隔(呼叫间隔时间)的统计特性。从某种意义上说,这些特性反映了反应生成过程的局部(微观)结构。我们发现,经过去趋势处理的呼叫间隔时间的分布可以用威布尔分布很好地近似,威布尔分布是一种概率分布,在此背景下自然地作为最少独立随机量的分布出现,并且是工业可靠性理论中的标准工具。这一见解使我们对通过患者反应“导航语义空间”这一概念有了新的解释。