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April 1, 1987Human Factors The Journal of the Human Factors and Ergonomics Society300 citations

Operator Effort and the Measurement of Heart-Rate Variability

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JAJans AasmanGMGijsbertus MulderLMLambertus J.M. Mulder

Key Result

The amplitude of the 0.10-Hz component of heart-rate variability systematically decreases as the load on working memory increases, serving as an index of operator effort.

Study Design

Type

Observational

Structured PICO

Does increased working memory load affect the 0.10-Hz component of heart-rate variability?

P
Population
Subjects performing tasks requiring working memory (specific details not provided in abstract)
I
Intervention
Increased load on working memory
C
Comparator
Lower load on working memory or baseline
O
Outcome
Amplitude of the 0.10-Hz component of heart-rate variability (sinus arrhythmia)surrogate

Spectral analysis of sinus arrhythmia, specifically the 0.10-Hz component, can serve as a physiological index of operator effort and working memory load.

Abstract

This paper discusses the usefulness of heart-rate variability (sinus arrhythmia) as an index of operator effort. Effort is involved if task performance requires the use of attention-demanding, controlled processing. This form of processing heavily uses a capacity-limited mechanism: working memory. Effort is also required if the current state of the subject deviates from the target or task optimal state because of fatigue, circadian rhythm, time of day, sleep deprivation, time on task, drugs, heat, or noise. Effort is involved whenever an attempt to resolve mismatch of target and current state takes the form of active manipulation of cognitive resources. We argue that spectral analysis of sinus arrhythmia is useful to obtain more insight into the physiological mechanisms that underlie heart-rate variability. In the present study, it is shown that the amplitude of the 0.10-Hz component of this signal systematically decreases as the load on working memory increases. Some suggestions are made to apply the methods and techniques discussed in this investigation.

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Cite This Study

Aasman et al. (1987) conducted an observational in Operator effort and working memory load. Working memory load was evaluated on Amplitude of the 0.10-Hz component of heart-rate variability. The amplitude of the 0.10-Hz component of heart-rate variability systematically decreases as the load on working memory increases, serving as an index of operator effort.

synapsesocial.com/papers/6a0eee171c5e2d2319fa1b2bhttps://doi.org/10.1177/001872088702900204
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