ArticleFrontiers in psychology2018
Bridging Exercise Science, Cognitive Psychology, and Medical Practice: Is "Cognitive Fatigue" a Remake of "The Emperor's New Clothes"?
Article in Frontiers in psychology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 39 papers, 2 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
39 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Approaches to inducing mental fatigue: A systematic review and meta-analysis of (neuro)physiologic indices.Behavior research methods · 2025Pooled it
- Interindividual Variability in Mental Fatigue-Related Impairments in Endurance Performance: A Systematic Review and Multiple Meta-regression.Sports medicine - open · 2023Pooled it
- Effects of brief mindfulness intervention on mental fatigue and recovery in basketball tactical performance.PloS one · 2024Trial
- Reduced sensitivity to tactile stimuli associated with physical and mental disorders: A monozygotic twin study.Scientific reports · 2026Article
- Cognitive risk during underwater exposure: from environmental stressors to assessment and context-aware monitoring.Frontiers in physiology · 2026Review
- Predictive processes linking sense of agency and fatigue: a novel allostatic framework.Frontiers in psychology · 2026Article
- Current Practices for Mental Fatigue Quantification and Induction in Movement Science: Introducing the SPeCIFY Guidelines.Sports medicine (Auckland, N.Z.) · 2025Review
- A Narrative Hypothesis: The Important Role of Gut Microbiota in the Modulation of Effort Tolerance in Endurance Athletes.Nutrients · 2025Review
- The Ergogenic Effects of Intermittent Palm Cooling on Repeated Baseball Throwing Are Reversed when Cooling-Induced Pain Occurs.Journal of human kinetics · 2025Article
- Top Ten Tips Palliative Care Clinicians Should Know About Diagnosing, Categorizing, and Addressing Fatigue.Journal of palliative medicine · 2025Article
- Health-related quality of life associated with fatigue, physical activity and activity pacing in adults with chronic conditions.BMC sports science, medicine & rehabilitation · 2025Article
- Prefrontal cortex oxygenation during a mentally fatiguing task in normoxia and hypoxia.Experimental brain research · 2024Article
- Connecting the dots: the role of fatigue in female infertility.Reproductive biology and endocrinology : RB&E · 2024Review
- Developing a clinical-pathological framework of long COVID-related fatigue applied to public safety workers.Frontiers in medicine · 2024Review
- Investigating the influence of an effort-reward interaction on cognitive fatigue in individuals with multiple sclerosis.Journal of neuropsychology · 2023Article
- Best Practices for Technology in Clinical Social Work and Mental Health Professions to Promote Well-being and Prevent Fatigue.Clinical social work journal · 2023Article
- Measuring Fatigue and Fatigability in Spinal Muscular Atrophy (SMA): Challenges and Opportunities.Journal of clinical medicine · 2023Review
- Detecting fatigue of sport horses with biomechanical gait features using inertial sensors.PloS one · 2023Article
- The Counteractive Effect of Self-Regulation-Based Interventions on Prior Mental Exertion: A Systematic Review of Randomised Controlled Trials.Brain sciences · 2022Review
- Findings and Guidelines on Provider Technology, Fatigue, and Well-being: Scoping Review.Journal of medical Internet research · 2022Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Fatigue is such a multifaceted construct it has sprouted specific research fields and experts in domains as different as exercise physiology, cognitive psychology, human factors and engineering, and medical practice. It lacks a consensus definition: it is an experimental concept, a symptom, a risk, a cause (e.g., of performance decrement) and a consequence (e.g., of sleep deprivation). This fragmentation of knowledge leads to slower dissemination of novel insights, and thus to a poorer research. Indeed, what may seem as a novel result in one field, may very well be old news in another, hence leading to this "innovation" being a scientific equivalent to the emperor's new clothes. The current paper aims to describe the common denominator in the different areas of expertise where fatigue is investigated. Indeed, rather than focusing on the differences in semantics and conceptualization, we hope that identifying common concepts may be inductive of easier multidisciplinary research. Considering the vastness of fatigue research in all areas identified as relevant-cognitive science, exercise physiology, and medical practice, this analysis has not the ambition to be an exhaustive review in all domains. We have reviewed the fatigue concepts and research in these areas and report the ones that are used to describe the proposed common model to be further investigated. The most promising common feature to cognitive science, exercise physiology and clinical practice is the notion of "perceived effort." This allows to account for interindividual differences, as well as for the situational variations in fatigue. It is applicable to both mental and physical constructs. It integrates motivational and emotional dimensions. It overcomes current polemics in various research fields, and it does not draw on any semantic ambiguity. We thus suggest a new model of fatigue and performance, whether this performance is mental or physical; and whether it is in a clinical range or relates to optimal functioning.
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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.