Developing a psychological test battery to measure cognition in daily life.

IF 5 2区 心理学 Q1 PSYCHOLOGY, EXPERIMENTAL
Andrew J Aschenbrenner, Muchen Xi, Jeremy Cohn, Derek A Simon, Joshua J Jackson
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引用次数: 0

Abstract

Cognition is not a static process but is subject to substantial and meaningful variation within individuals over time. This has led to an increase in studies that aim to describe cognition in daily life by sampling participants repeatedly and remotely. Such studies, which we call high-frequency cognitive assessment or "HFCA", tend to use a limited number of brief cognitive tests. This focus on a small number of tests leaves open questions concerning the psychometric characteristics of a wide array of cognitive tasks useful for HFCA that can guide researchers on appropriate task selection. We developed the Cognitive Variability Battery (CVB), a series of nine cognitive tests clustered into three distinct cognitive domains: attentional control, processing speed, and episodic memory. CVB was administered to participants three times per day for 3 weeks. Cognitive tests were rotated to reduce the length of any single testing session. Each test was administered up to 60 times. We provide detailed descriptions of the performance of each task, including variability, skew, and reliability statistics, using intraclass correlations. We examine the sensitivity of each test to several contextual factors including stress, affect, and social interactions. Finally, we provide power analyses on each cognitive test to determine how many assessments and participants are needed to detect effects of interest. These analyses will be essential to anyone seeking to implement HFCA testing in their own research programs, by providing guidance on which cognitive tests to select and how many participants and observations may be needed.

开发一套测量日常生活认知能力的心理测试系统。
认知不是一个静态的过程,而是随着时间的推移,个体内部会发生实质性的、有意义的变化。这导致了旨在通过反复和远程采样参与者来描述日常生活中的认知的研究的增加。这类研究,我们称之为高频认知评估(HFCA),往往使用有限数量的简短认知测试。这种对少量测试的关注留下了关于一系列认知任务的心理测量特征的开放性问题,这些任务对HFCA有用,可以指导研究人员进行适当的任务选择。我们开发了认知变异性测试(Cognitive Variability Battery, CVB),包括9个认知测试,分为三个不同的认知领域:注意力控制、处理速度和情景记忆。参与者服用CVB,每天三次,持续3周。认知测试是轮流进行的,以减少任何一次测试的时间。每次测试最多进行60次。我们提供了每个任务的性能的详细描述,包括可变性,倾斜和可靠性统计,使用类内相关性。我们检查了每个测试对几个背景因素的敏感性,包括压力、情感和社会互动。最后,我们对每个认知测试提供功率分析,以确定需要多少评估和参与者来检测兴趣的影响。这些分析对于任何想在自己的研究项目中实施HFCA测试的人来说都是至关重要的,因为它们为选择哪些认知测试以及可能需要多少参与者和观察提供了指导。
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来源期刊
CiteScore
10.30
自引率
9.30%
发文量
266
期刊介绍: Behavior Research Methods publishes articles concerned with the methods, techniques, and instrumentation of research in experimental psychology. The journal focuses particularly on the use of computer technology in psychological research. An annual special issue is devoted to this field.
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