Human mental workload: A survey and a novel inclusive definition

L Longo, CD Wickens, G Hancock… - Frontiers in …, 2022‏ - frontiersin.org
Human mental workload is arguably the most invoked multidimensional construct in Human
Factors and Ergonomics, getting momentum also in Neuroscience and Neuroergonomics …

Measuring mental workload using physiological measures: A systematic review

RL Charles, J Nixon - Applied ergonomics, 2019‏ - Elsevier
Technological advances have led to physiological measurement being increasingly used to
measure and predict operator states. Mental workload (MWL) in particular has been …

Pupil dilation as an index of effort in cognitive control tasks: A review

P Van der Wel, H Van Steenbergen - Psychonomic bulletin & review, 2018‏ - Springer
Pupillometry research has experienced an enormous revival in the last two decades. Here
we briefly review the surge of recent studies on task-evoked pupil dilation in the context of …

[HTML][HTML] Don't fear 'fear conditioning': Methodological considerations for the design and analysis of studies on human fear acquisition, extinction, and return of fear

TB Lonsdorf, MM Menz, M Andreatta… - Neuroscience & …, 2017‏ - Elsevier
The so-called 'replicability crisis' has sparked methodological discussions in many areas of
science in general, and in psychology in particular. This has led to recent endeavours to …

[HTML][HTML] A systematic review of physiological measures of mental workload

D Tao, H Tan, H Wang, X Zhang, X Qu… - International journal of …, 2019‏ - mdpi.com
Mental workload (MWL) can affect human performance and is considered critical in the
design and evaluation of complex human-machine systems. While numerous physiological …

Learning spatial–spectral–temporal EEG features with recurrent 3D convolutional neural networks for cross-task mental workload assessment

P Zhang, X Wang, W Zhang… - IEEE Transactions on …, 2018‏ - ieeexplore.ieee.org
Mental workload assessment is essential for maintaining human health and preventing
accidents. Most research on this issue is limited to a single task. However, cross-task …

Measuring mental workload with EEG+ fNIRS

H Aghajani, M Garbey, A Omurtag - Frontiers in human neuroscience, 2017‏ - frontiersin.org
We studied the capability of a Hybrid functional neuroimaging technique to quantify human
mental workload (MWL). We have used electroencephalography (EEG) and functional near …

Measures of listening effort are multidimensional

S Alhanbali, P Dawes, RE Millman, KJ Munro - Ear and Hearing, 2019‏ - journals.lww.com
Objectives: Listening effort can be defined as the cognitive resources required to perform a
listening task. The literature on listening effort is as confusing as it is voluminous: measures …

[HTML][HTML] Humans are not machines—anthropocentric human–machine symbiosis for ultra-flexible smart manufacturing

Y Lu, JS Adrados, SS Chand, L Wang - Engineering, 2021‏ - Elsevier
Dedicated manufacturing systems are fading out as future manufacturing (ie, Industry 4.0 [1])
demands ultra-flexible smart manufacturing systems that can self-adapt to production …

Multimodal fusion for objective assessment of cognitive workload: A review

E Debie, RF Rojas, J Fidock, M Barlow… - IEEE transactions on …, 2019‏ - ieeexplore.ieee.org
Considerable progress has been made in improving the estimation accuracy of cognitive
workload using various sensor technologies. However, the overall performance of different …