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

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, t...

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Main Authors: Hannes Devos, Kathleen Gustafson, Pedram Ahmadnezhad, Ke Liao, Jonathan D. Mahnken, William M. Brooks, Jeffrey M. Burns
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Brain Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3425/10/12/994
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spelling doaj-40d770b0c0944bbfbc861daf101a3dba2020-12-17T00:02:24ZengMDPI AGBrain Sciences2076-34252020-12-011099499410.3390/brainsci10120994Psychometric Properties of NASA-TLX and Index of Cognitive Activity as Measures of Cognitive Workload in Older AdultsHannes Devos0Kathleen Gustafson1Pedram Ahmadnezhad2Ke Liao3Jonathan D. Mahnken4William M. Brooks5Jeffrey M. Burns6Laboratory for Advanced Rehabilitation Research in Simulation, Department of Physical Therapy and Rehabilitation Science, University of Kansas Medical Center, Kansas City, KS 66160, USADepartment of Neurology, University of Kansas Medical Center, Kansas City, KS 66160, USALaboratory for Advanced Rehabilitation Research in Simulation, Department of Physical Therapy and Rehabilitation Science, University of Kansas Medical Center, Kansas City, KS 66160, USAHoglund Brain Imaging Center, University of Kansas Medical Center, Kansas City, KS 66160, USAUniversity of Kansas Alzheimer’s Disease Center, University of Kansas Medical Center, Kansas City, KS 66160, USADepartment of Neurology, University of Kansas Medical Center, Kansas City, KS 66160, USADepartment of Neurology, University of Kansas Medical Center, Kansas City, KS 66160, USACognitive 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 (<i>n</i>-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.https://www.mdpi.com/2076-3425/10/12/994event-related potentialsworkloadreliabilityworking memorymild cognitive impairmentdementia
collection DOAJ
language English
format Article
sources DOAJ
author Hannes Devos
Kathleen Gustafson
Pedram Ahmadnezhad
Ke Liao
Jonathan D. Mahnken
William M. Brooks
Jeffrey M. Burns
spellingShingle Hannes Devos
Kathleen Gustafson
Pedram Ahmadnezhad
Ke Liao
Jonathan D. Mahnken
William M. Brooks
Jeffrey M. Burns
Psychometric Properties of NASA-TLX and Index of Cognitive Activity as Measures of Cognitive Workload in Older Adults
Brain Sciences
event-related potentials
workload
reliability
working memory
mild cognitive impairment
dementia
author_facet Hannes Devos
Kathleen Gustafson
Pedram Ahmadnezhad
Ke Liao
Jonathan D. Mahnken
William M. Brooks
Jeffrey M. Burns
author_sort Hannes Devos
title Psychometric Properties of NASA-TLX and Index of Cognitive Activity as Measures of Cognitive Workload in Older Adults
title_short Psychometric Properties of NASA-TLX and Index of Cognitive Activity as Measures of Cognitive Workload in Older Adults
title_full Psychometric Properties of NASA-TLX and Index of Cognitive Activity as Measures of Cognitive Workload in Older Adults
title_fullStr Psychometric Properties of NASA-TLX and Index of Cognitive Activity as Measures of Cognitive Workload in Older Adults
title_full_unstemmed Psychometric Properties of NASA-TLX and Index of Cognitive Activity as Measures of Cognitive Workload in Older Adults
title_sort psychometric properties of nasa-tlx and index of cognitive activity as measures of cognitive workload in older adults
publisher MDPI AG
series Brain Sciences
issn 2076-3425
publishDate 2020-12-01
description 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 (<i>n</i>-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.
topic event-related potentials
workload
reliability
working memory
mild cognitive impairment
dementia
url https://www.mdpi.com/2076-3425/10/12/994
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