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Updated: Oct 7, 2025

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Mental Load and Fatigue Assessment Instruments: A Systematic Review.

Jesús Díaz-García1, Inmaculada González-Ponce2, José Carlos Ponce-Bordón1

  • 1Faculty of Sport Sciences, University of Extremadura, 10003 Cáceres, Spain.

International Journal of Environmental Research and Public Health
|January 11, 2022
PubMed
Summary

This review identifies instruments for measuring mental load and fatigue. Most studies use subjective scales, highlighting a need for more objective and combined approaches in performance and accident research.

Keywords:
assessment procedurecognitive fatiguemeasurementmental healthvalidity

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Area of Science:

  • Psychology
  • Human Factors
  • Occupational Health

Background:

  • Mental load and fatigue significantly impact performance and increase accident risk across various activities.
  • A comprehensive systematic review detailing validated instruments for quantifying mental load and fatigue is currently unavailable.
  • Understanding these factors is crucial for enhancing safety and efficiency in demanding tasks.

Purpose of the Study:

  • To systematically review and classify validated instruments used for quantifying mental load and fatigue.
  • To identify the primary methods and derivations employed in assessing these cognitive states.
  • To highlight gaps in current research regarding combined measurement approaches.

Main Methods:

  • Systematic literature search across major databases (PubMed, WOS, Scopus, SPORTDiscus, PsycINFO) up to September 2020.
  • Inclusion of studies utilizing instruments to analyze mental load and fatigue.
  • Quality assessment of selected studies using a standardized checklist.

Main Results:

  • A total of 40 papers were included in the review.
  • Subjective scales were the predominant method (75%) for quantifying mental load and fatigue.
  • Behavioral (n=5) and objective techniques (n=5) were less frequently employed.
  • Limited research exists on combining different measurement derivations for mental load and fatigue analysis.

Conclusions:

  • The current landscape of mental load and fatigue assessment heavily relies on subjective measures.
  • Further research incorporating objective techniques and combined measurement batteries is essential for a deeper understanding of underlying brain processes.
  • Developing comprehensive test batteries that integrate subjective, behavioral, and objective derivations is recommended for future studies.