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美国国家航空航天局任务负荷指数(NASA-TLX)及认知活动指数作为老年人认知工作量测量指标的心理测量特性

Psychometric Properties of NASA-TLX and Index of Cognitive Activity as Measures of Cognitive Workload in Older Adults.

作者信息

Devos Hannes, Gustafson Kathleen, Ahmadnezhad Pedram, Liao Ke, Mahnken Jonathan D, Brooks William M, Burns Jeffrey M

机构信息

Laboratory for Advanced Rehabilitation Research in Simulation, Department of Physical Therapy and Rehabilitation Science, University of Kansas Medical Center, Kansas City, KS 66160, USA.

Department of Neurology, University of Kansas Medical Center, Kansas City, KS 66160, USA.

出版信息

Brain Sci. 2020 Dec 16;10(12):994. doi: 10.3390/brainsci10120994.

Abstract

Cognitive workload is increasingly recognized as an important determinant of performance in cognitive tests and daily life activities. Cognitive workload is a measure of physical and mental effort allocation to a task, which can be determined through self-report or physiological measures. However, the reliability and validity of these measures have not been established in older adults with a wide range of cognitive ability. The aim of this study was to establish the test-retest reliability of the National Aeronautics and Space Administration Task Load Index (NASA-TLX) and Index of Cognitive Activity (ICA), extracted from pupillary size. The convergent validity of these measures against event-related potentials (ERPs) was also investigated. A total of 38 individuals with scores on the Montreal Cognitive Assessment ranging between 17 and 30 completed a working memory test (-back) with three levels of difficulty at baseline and at a two-week follow-up. The intraclass correlation coefficients (ICC) values of the NASA-TLX ranged between 0.71 and 0.81, demonstrating good to excellent reliability. The mean ICA scores showed fair to good reliability, with ICCs ranging between 0.56 and 0.73. The mean ICA and NASA-TLX scores showed significant and moderate correlations (Pearson's r ranging between 0.30 and 0.33) with the third positive peak of the ERP at the midline channels. We conclude that ICA and NASA-TLX are reliable measures of cognitive workload in older adults. Further research is needed in dissecting the subjective and objective constructs of cognitive workload.

摘要

认知负荷日益被视为认知测试和日常生活活动中表现的重要决定因素。认知负荷是对分配给一项任务的身心努力的衡量,可通过自我报告或生理测量来确定。然而,这些测量方法在认知能力范围广泛的老年人中的可靠性和有效性尚未得到确立。本研究的目的是确定从瞳孔大小提取的美国国家航空航天局任务负荷指数(NASA-TLX)和认知活动指数(ICA)的重测信度。还研究了这些测量方法与事件相关电位(ERP)的收敛效度。共有38名蒙特利尔认知评估得分在17至30之间的个体在基线和两周随访时完成了一项具有三个难度级别的工作记忆测试(-back)。NASA-TLX的组内相关系数(ICC)值在0.71至0.81之间,表明具有良好至优秀的信度。ICA平均得分显示出中等至良好的信度,ICC在0.56至0.73之间。ICA和NASA-TLX平均得分与中线通道ERP的第三个正峰之间存在显著且中等程度的相关性(皮尔逊r在0.30至0.33之间)。我们得出结论,ICA和NASA-TLX是老年人认知负荷的可靠测量方法。在剖析认知负荷的主观和客观结构方面还需要进一步研究。

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