Physiological responses to workload change. A test/retest examination

Cardiac data increase association between self-report and both expert ratings of task load and task performance in flight simulator tasks: An exploratory study

“…The partial independence of cardiac and self-report measures of mental workload is consistent with previous findings (e.g., Miyake, et al, 2009). Discrepancies could be explained by various non-workload influences on each type of measure, including personality styles, willingness to admit and ability to perceive internal stress symptoms, and individual differences in general autonomic lability.…”

Effects of mental workload on physiological and subjective responses during traffic density monitoring: A field study

“…In contrast, a statistically significant difference was observed for HR, LF/HF ratio, and EMG amplitude. Despite this LF/HF ratio result, Miyake et al (2009) mentioned that LF/HF ratio might not be a good index of MWL. Cinaz et al (2013) indicated that the LF/HF ratio significantly increases with increased MWL.…”

“…Because of the development of mechanization and automation, mental workload (MWL) is one of the most important issues in the area of work systems (Nachreiner, 1995). MWL or just workload "is the general term used to describe the mental cost of accomplishing task requirements" (Hart and Wickens, 1990).…”

Respiratory sinus arrhythmia as a measure of cognitive workload

“…The NASA-TLX has been used to assess workload in a variety of tasks including those in very cognitively demanding jobs such as aircraft pilots (Karavidas et al, 2010;Lehrer et al, 2010;Sohn and Jo, 2003) and air traffic controllers (Brookings et al, 1996). Within the realm of psychophysiology, it has been used as a benchmark for assessing psychophysiological measures of workload (Fournier et al, 1999;Miyake et al, 2009;Prinzel et al, 2000). It has also been used in conjunction with other measures of workload to improve their overall diagnosticity .…”