ArticleBehavior research methods2024
A novel protocol to induce mental fatigue.
Article in Behavior research methods, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 3 of them syntheses that pooled it.
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Who cites it
11 citing papers in PubMed, 3 syntheses or guidelines pooled it, 22 citations in OpenAlex.
- Effects of mental fatigue on lower-limb explosive power and anaerobic capacity: a systematic review and meta-analysis.Frontiers in physiology · 2026Pooled it
- The effects of brain endurance training on physical endurance performance under mental fatigue and non-fatigued conditions: a systematic review and meta-analysis.Frontiers in psychology · 2026Pooled it
- Approaches to inducing mental fatigue: A systematic review and meta-analysis of (neuro)physiologic indices.Behavior research methods · 2025Pooled it
- Differential effects of caffeine, acute aerobic exercise, and placebo on mental fatigue.PloS one · 2026Trial
- Somatosensory processing in long COVID fatigue and its relations with physiological and psychological factors.Experimental physiology · 2026Article
- The Cross-Cultural Adaptation, Validation and Psychometric Properties of the Mental Fatigue Scale in Turkish Athletes.Brain sciences · 2026Article
- Current Practices for Mental Fatigue Quantification and Induction in Movement Science: Introducing the SPeCIFY Guidelines.Sports medicine (Auckland, N.Z.) · 2025Review
- Exploring the n-back task: insights, applications, and future directions.Frontiers in human neuroscience · 2025Review
- Somatosensory processing in long COVID fatigue and its relations with physiological and psychological factors.Experimental physiology · 2024Article
- The Influence of Changes in Daily Life Habits and Well-Being on Fatigue Level During COVID-19 Pandemic.Psychologica Belgica · 2024Article
- Instrumental music training relates to intensity assessment but not emotional prosody recognition in Mandarin.PloS one · 2024Article
Corrections and comments
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Authors and funding
3 authors at 1 institution in 1 country.
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Abstract
Mental fatigue is a commonplace human experience which is the focus of a growing body of research. Whilst researchers in numerous disciplines have attempted to uncover the origins, nature, and effects of mental fatigue, the literature is marked by many contradictory findings. We identified two major methodological problems for mental fatigue research. First, researchers rarely use objective measures of mental fatigue. Instead, they rely heavily on subjective reports as evidence that mental fatigue has been induced in participants. We aimed to develop a task which led to not only a subjective increase in mental fatigue, but a corresponding performance decrement in the mentally fatiguing task as an objective measure. Secondly, current mental fatigue paradigms have low ecological validity - in most prior studies participants have been fatigued with a single repetitive task such as the n-back or Stroop. To move towards a more ecologically valid paradigm, our participants undertook a battery of diverse cognitive tasks designed to challenge different aspects of executive function. The AX-CPT, n-back, mental rotation, and visual search tasks were chosen to challenge response inhibition, working memory, spatial reasoning, and attention. We report results from 45 participants aged 19 to 63 years who completed a two-hour battery comprising four different cognitive tasks. Subjective fatigue ratings and task performance were measured at the beginning and end of the battery. Our novel method resulted in an increase in subjective ratings of fatigue (p < 0.001) and a reduction in task performance (p = 0.008). Future research into mental fatigue may benefit from using this task battery.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.