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Related Experiment Video

Updated: Sep 7, 2025

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Human Mental Workload: A Survey and a Novel Inclusive Definition.

Luca Longo1, Christoper D Wickens2, Gabriella Hancock3

  • 1Artificial Intelligence and Cognitive Load Lab, The Applied Intelligence Research Centre, School of Computer Science, Technological University Dublin, Dublin, Ireland.

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|June 20, 2022
PubMed
Summary

Assessing human mental workload (MW) requires a unified framework. This study synthesizes current MW assessment methods, proposing an inclusive definition and integrated measurement approach for improved human performance prediction.

Keywords:
definitionsmeasuresmental workloadmodelsnovel frameworknovel inclusive definitionsurveytheories

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Area of Science:

  • Human Factors and Ergonomics
  • Neuroscience
  • Neuroergonomics
  • Computer Science

Background:

  • Human mental workload is a key construct in Human Factors and Ergonomics, with growing interest in Neuroscience and Neuroergonomics.
  • Current characterization uncertainties necessitate computational models, attracting Computer Science contributions.
  • Mental workload's role in predicting human performance is well-established.

Purpose of the Study:

  • To synthesize the state-of-the-art in human mental workload assessment.
  • To address the lack of a universally accepted framework for mental workload research.
  • To propose an inclusive definition and integrated measurement strategy for mental workload.

Main Methods:

  • Review of existing literature on mental workload definitions, measurement techniques, and applications.
  • Analysis of the limitations of current assessment frameworks.
  • Proposal of a novel, inclusive definition of mental workload.
  • Advocacy for the combined use of self-report, task performance, and physiological measures.

Main Results:

  • A single, reliable, and generalizable framework for mental workload research is not yet established.
  • Divergent operational definitions and isolated use of measurement types contribute to this gap.
  • Existing measurement classes (self-report, task performance, physiological indices) are often used in isolation or pairs, not comprehensively.

Conclusions:

  • An inclusive definition of mental workload is proposed to guide future empirical research.
  • Comprehensive assessment using physiological, task-performance, and self-report measures can yield more robust results.
  • Further research is needed to establish a unified framework for mental workload assessment.