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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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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