PLoS ONE · 2021 · 81 citations · 60 references
Social SciencesBehavioral SciencesPsychologyCognitive PsychologyExperimental PsychologyPsychophysiologyCardiovascular PsychophysiologyCognitive LoadFatigueHeart Rate VariabilityCardiac Vagal ControlCardiac Vagal ToneFatigue EffectsHeart RateHeart Rate ReactivityHeart Rate Variability MeasurementMental Fatigue RecoveryTemporal Profile Analysis
Heart Rate Variability (HRV) has been suggested as a useful tool to assess fatigue-sensitive psychological operations. The present study uses a between and within-subject design with a cognitively demanding task and a documentary viewing condition, to examine the temporal profile of HRV during reactivity, Time-on-Task (ToT), and recovery. In the cognitive task group, participants worked on a bimodal 2-back task with a game-like character (the Gatekeeper task) for about 1.5 hours, followed by a 12-minute break, and a post-break block of performance (about 18 min). In the other group, participants watched documentaries. We hypothesized an increasing vagal-mediated HRV as a function of Time spent on the Gatekeeper task and no HRV change in the documentary viewing group. We also analyzed the trial-based post-response cardiac activity as a physiological associate of task-related motivation. Relative to the documentary-viewing, ToT was associated with an elevated level of subjective fatigue, decreased heart rate, and increased HRV, particularly in the vagal-mediated components. Based on fatigued participants' post-error cardiac slowing, and post-error reaction time analyses, we found no evidence for motivation deficits. The present findings suggest that the parasympathetic branch of the autonomous nervous system functioning as a relaxation system tends to be activated under increasing mental fatigue. In addition, the study shows that many HRV indices also seem to change when individuals are engaged in a prolonged, less fatiguing activity (e.g. documentary viewing). This finding emphasizes the relevance of comparisons/control conditions in ToT experiments.
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Task Force of the European Society of Cardiology the North A Electrophysiology · Circulation · 1996 · 16.9K citations
Heart rate variability: Standards of measurement, physiological interpretation, and clinical use
Marek Malik, J. Thomas Bigger, A. John Camm et al. · European Heart Journal · 1996 · 15.3K citations · Full text
Nursing, Cardiology, Physiology +15
Kubios HRV – Heart rate variability analysis software
Mika P. Tarvainen, Juha‐Pekka Niskanen, Jukka A. Lipponen et al. · Computer Methods and Programs in Biomedicine · 2013 · 2.7K citations · Full text
Nursing, Cardiology, Physiology +9