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A Review of the Mental Workload Literature
13 references·16 citing·36 second hop
A Review of the Mental Workload Literature (2007)A Review of the Mental Workload LiteraturePhysiological metrics of mental workload: A review of recent progress (2020)Physiological metrics of ment…Engineering Psychology and Human Performance (2015)Engineering Psychology and Hu…Subjective rating scales: science or art? (2002)Subjective rating scales: sci…An Analysis of Mental Workload in Pilots During Flight Using Multiple Psychophysiological Measures (2002)An Analysis of Mental Workloa…Theoretical and methodological issues in psychophysiological research (1998)Theoretical and methodologica…Comparison of Four Subjective Workload Rating Scales (1992)Comparison of Four Subjective…Psychometric Properties of Subjective Workload Measurement Techniques: Implications for Their Use in the Assessment of Perceived Mental Workload (1991)Psychometric Properties of Su…The Subjective Workload Assessment Technique: A Scaling Procedure for Measuring Mental Workload (1988)The Subjective Workload Asses…Human Mental Workload (1988)Human Mental WorkloadDissociation of Performance and Subjective Measures of Workload (1988)Dissociation of Performance a…Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research (1988)Development of NASA-TLX (Task…Workload: An examination of the concept. (1986)Workload: An examination of t…Mental workload : its theory and measurement (1979)Mental workload : its theory …Human Mental Workload: A Survey and a Novel Inclusive Definition (2022)Human Mental Workload: A Surv…A subjective one-item measure based on NASA-TLX to assess cognitive workload in driver-vehicle interaction (2022)A subjective one-item measure…WAUC: A Multi-Modal Database for Mental Workload Assessment Under Physical Activity (2020)WAUC: A Multi-Modal Database …Multimodal Fusion for Objective Assessment of Cognitive Workload: A Review (2019)Multimodal Fusion for Objecti…Eye-Tracking Metrics Predict Perceived Workload in Robotic Surgical Skills Training (2019)Eye-Tracking Metrics Predict …Examining the impacts of mental workload and task-technology fit on user acceptance of the social media search system (2018)Examining the impacts of ment…Avionics Human-Machine Interfaces and Interactions for Manned and Unmanned Aircraft (2018)Avionics Human-Machine Interf…Automated driving reduces perceived workload, but monitoring causes higher cognitive load than manual driving (2018)Automated driving reduces per…Using theta and alpha band power to assess cognitive workload in multitasking environments (2017)Using theta and alpha band po…Human Factors and Neurophysiological Metrics in Air Traffic Control: A Critical Review (2017)Human Factors and Neurophysio…The effects of driving environment complexity and dual tasking on drivers’ mental workload and eye blink behavior (2016)The effects of driving enviro…A defeasible reasoning framework for human mental workload representation and assessment (2015)A defeasible reasoning framew…The Psychometrics of Mental Workload (2014)The Psychometrics of Mental W…Mental workload measurement for emergency operating procedures in digital nuclear power plants (2013)Mental workload measurement f…Cognitive Workload of Humans Using Artificial Intelligence Systems: Towards Objective Measurement Applying Eye-Tracking Technology (2013)Cognitive Workload of Humans …Psychophysiological measures of human cognitive states applied in human computer interaction (2011)Psychophysiological measures …Simultaneous conjoint measurement: A new type of fundamental measurement (1964)Analysis of Factorial Experiments by Estimating Monotone Transformations of the Data (1965)On the economy of the human-processing system. (1979)A Multilevel Analysis of Effort, Practice, and Performance: Effects; of Ability, Conscientiousness, and Goal Orientation. (2004)What is the relationship between mental workload factors and cognitive load types? (2011)Measuring mental workload using physiological measures: A systematic review (2018)Linear models in decision making. (1974)Recommendations for Mental Workload Measurement in a Test and Evaluation Environment (1993)Information Overload: Addressing the Productivity Paradox in Face-to-Face Electronic Meetings (1999)Judgment under Uncertainty (1982)Judgment under uncertainty: Causality and attribution (1982)Test length and cognitive fatigue: An empirical examination of effects on performance and test-taker reactions. (2009)Autonomy, workload, work-life balance and job performance among teachers (2018)Judgment under Uncertainty: Heuristics and Biases (1974)Judgment under Uncertainty: Heuristics and Biases (1975)Telling more than we can know: Verbal reports on mental processes. (1977)The Out-of-the-Loop Performance Problem and Level of Control in Automation (1995)Nasa-Task Load Index (NASA-TLX); 20 Years Later (2006)Measuring neurophysiological signals in aircraft pilots and car drivers for the assessment of mental workload, fatigue and drowsiness (2012)Frustrating the user on purpose: a step toward building an affective computer (2002)Impact of Incremental Increases in Cognitive Workload on Physiological Arousal and Performance in Young Adult Drivers (2009)Monitoring drivers’ mental workload in driving simulators using physiological measures (2010)Toward a Theory of Situation Awareness in Dynamic Systems (1995)Humans and Automation: Use, Misuse, Disuse, Abuse (1997)A model for types and levels of human interaction with automation (2000)Effects of Energy Availability on Immediate and Delayed Emotional Reactions to Work Events. (2003)A method to assess the driver mental workload: The driving activity load index (DALI) (2008)NASA TLX: Software for assessing subjective mental workload (2009)Stress, Cognition, and Human Performance: A Literature Review and Conceptual Framework (2013)How High is High? A Meta-Analysis of NASA-TLX Global Workload Scores (2015)Towards a general theory of driver behaviour (2005)A Reconsideration of Cognitive Load Theory (2007)State of science: mental workload in ergonomics (2014)Using eye movement activity as a correlate of cognitive workload (2006)Modeling and Predicting Mental Workload in En Route Air Traffic Control: Critical Review and Broader Implications (2007)Psycho-physiological measures for assessing cognitive load (2010)
this work references cited by second hop

References

  • 1988Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research15,045 cited
  • 2015Engineering Psychology and Human Performance4,985 cited
  • 1988Human Mental Workload954 cited
  • 1988The Subjective Workload Assessment Technique: A Scaling Procedure for Measuring Mental Workload830 cited
  • 2002An Analysis of Mental Workload in Pilots During Flight Using Multiple Psychophysiological Measures488 cited
  • 1986Workload: An examination of the concept.472 cited
  • 2020Physiological metrics of mental workload: A review of recent progress459 cited
  • 1992Comparison of Four Subjective Workload Rating Scales363 cited
  • 1988Dissociation of Performance and Subjective Measures of Workload352 cited
  • 1991Psychometric Properties of Subjective Workload Measurement Techniques: Implications for Their Use in the Assessment of Perceived Mental Workload345 cited
  • 1979Mental workload : its theory and measurement343 cited
  • 2002Subjective rating scales: science or art?252 cited
  • 1998Theoretical and methodological issues in psychophysiological research20 cited

Cited by

  • 2014The Psychometrics of Mental Workload270 cited
  • 2017Using theta and alpha band power to assess cognitive workload in multitasking environments

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222 cited
  • 2022Human Mental Workload: A Survey and a Novel Inclusive Definition221 cited
  • 2016The effects of driving environment complexity and dual tasking on drivers’ mental workload and eye blink behavior187 cited
  • 2019Multimodal Fusion for Objective Assessment of Cognitive Workload: A Review185 cited
  • 2018Automated driving reduces perceived workload, but monitoring causes higher cognitive load than manual driving161 cited
  • 2013Mental workload measurement for emergency operating procedures in digital nuclear power plants150 cited
  • 2019Eye-Tracking Metrics Predict Perceived Workload in Robotic Surgical Skills Training140 cited
  • 2018Avionics Human-Machine Interfaces and Interactions for Manned and Unmanned Aircraft126 cited
  • 2017Human Factors and Neurophysiological Metrics in Air Traffic Control: A Critical Review108 cited
  • 2011Psychophysiological measures of human cognitive states applied in human computer interaction107 cited
  • 2013Cognitive Workload of Humans Using Artificial Intelligence Systems: Towards Objective Measurement Applying Eye-Tracking Technology105 cited
  • 2022A subjective one-item measure based on NASA-TLX to assess cognitive workload in driver-vehicle interaction83 cited
  • 2015A defeasible reasoning framework for human mental workload representation and assessment76 cited
  • 2020WAUC: A Multi-Modal Database for Mental Workload Assessment Under Physical Activity73 cited
  • 2018Examining the impacts of mental workload and task-technology fit on user acceptance of the social media search system55 cited