Respiratory sinus arrhythmia as a measure of cognitive workload
The current standard for measuring cognitive workload is the NASA Task-load Index (TLX) questionnaire. Although this measure has a high degree of reliability, diagnosticity, and sensitivity, a reliable physiological measure of cognitive workload could provide a non-invasive, objective measure of wor...
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Veröffentlicht in: | International journal of psychophysiology 2012, Vol.83 (1), p.96-101 |
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Sprache: | eng |
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Zusammenfassung: | The current standard for measuring cognitive workload is the NASA Task-load Index (TLX) questionnaire. Although this measure has a high degree of reliability, diagnosticity, and sensitivity, a reliable physiological measure of cognitive workload could provide a non-invasive, objective measure of workload that could be tracked in real or near real-time without interrupting the task. This study investigated changes in respiratory sinus arrhythmia (RSA) during seven different sub-sections of a proposed selection test for Navy aviation and compared them to changes reported on the NASA-TLX. 201 healthy participants performed the seven tasks of the Navy's Performance Based Measure. RSA was measured during each task and the NASA-TLX was administered after each task. Multi-level modeling revealed that RSA significantly predicted NASA-TLX scores. A moderate within-subject correlation was also found between RSA and NASA TLX scores. The findings support the potential development of RSA as a real-time measure of cognitive workload.
► We compare a physiological measure of workload, RSA, to the NASA-TLX. ► A physiological measure of workload would allow for real-time task adjustments. ► RSA detects changes in workload in the same direction as the NASA-TLX. |
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ISSN: | 0167-8760 1872-7697 |
DOI: | 10.1016/j.ijpsycho.2011.10.011 |