Literature DB >> 11228350

Multivariate workload evaluation combining physiological and subjective measures.

S Miyake1.   

Abstract

This paper suggests a way to integrate different parameters into one index and results obtained by a newly developed index. The multivariate workload evaluation index, which integrates physiological parameters and one subjective parameter through Principle Components Analysis, was proposed to characterize task specific responses and individual differences in response patterns to mental tasks. Three different types of mental tasks were performed by 12 male participants. Heart rate variability, finger plethysmogram amplitude, and perspiration were used as physiological parameters. Three subscales, mental demand, temporal demand and effort out of six subscales in the NASA-Task Load Index were used as subjective scores. These parameters were standardized within each participant and then combined. It was possible to assess workload using this method from two different aspects, i.e. physiological and subjective, simultaneously.

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Year:  2001        PMID: 11228350     DOI: 10.1016/s0167-8760(00)00191-4

Source DB:  PubMed          Journal:  Int J Psychophysiol        ISSN: 0167-8760            Impact factor:   2.997


  16 in total

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5.  A Potential Bias in Subjective Ratings of Mental Effort.

Authors:  Travis M Moore; Erin M Picou
Journal:  J Speech Lang Hear Res       Date:  2018-09-19       Impact factor: 2.297

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Authors:  Deepika Dasari; Guofa Shou; Lei Ding
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8.  Assessing the Driver's Current Level of Working Memory Load with High Density Functional Near-infrared Spectroscopy: A Realistic Driving Simulator Study.

Authors:  Anirudh Unni; Klas Ihme; Meike Jipp; Jochem W Rieger
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9.  An evaluation of mental workload with frontal EEG.

Authors:  Winnie K Y So; Savio W H Wong; Joseph N Mak; Rosa H M Chan
Journal:  PLoS One       Date:  2017-04-17       Impact factor: 3.240

10.  Personality Traits Moderate the Effect of Workload Sources on Perceived Workload in Flying Column Police Officers.

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Journal:  Front Psychol       Date:  2015-11-27
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