SynthesisMedicine and science in sports and exercise2020
Elevated Perceived Exertion in People with Myalgic Encephalomyelitis/Chronic Fatigue Syndrome and Fibromyalgia: A Meta-analysis.
Synthesis in Medicine and science in sports and exercise, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
The trial behind it
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
11 citing papers in PubMed, 2 syntheses or guidelines pooled it, 16 citations in OpenAlex.
- Recent research in myalgic encephalomyelitis/chronic fatigue syndrome: an evidence map.Health technology assessment (Winchester, England) · 2025Pooled it
- Pooled it
- Unravelling the relationship between exercise-induced affective responses and daily physical activity in people with chronic diseases: Spillover or confounding effect?British journal of health psychology · 2026Article
- Pressure point: blood flow restriction exercise and the pain paradox in musculoskeletal injury and persistent pain populations-a narrative review.Frontiers in pain research (Lausanne, Switzerland) · 2026Review
- Central origin of fatigability in Myalgic encephalomyelitis/chronic fatigue syndrome revealed by multimodal neuroimaging.NeuroImage. Clinical · 2026Article
- Cardiopulmonary exercise test results do not change over two sequential days in patients with chronic fatigue syndrome.Frontiers in physiology · 2026Article
- Article
- Post-exertional malaise in daily life and experimental exercise models in patients with myalgic encephalomyelitis/chronic fatigue syndrome.Frontiers in physiology · 2023Article
- Perception of effort and the allocation of physical resources: A generalization to upper-limb motor tasks.Frontiers in psychology · 2022Article
- Article
- The maintained attention assessment in patients affected by Myalgic encephalomyelitis/chronic fatigue syndrome: a reliable biomarker?Journal of translational medicine · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 3 institutions in 1 country.
Funding
Abstract
purposeMyalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) and fibromyalgia (FM) are two debilitating illnesses primarily characterized by chronic symptoms of fatigue and musculoskeletal pain, respectively. Some investigators have observed an elevated sense of effort in these patient groups; however, this effect has not been substantiated via quantitative review. As such, we conducted a meta-analysis of RPE responses to aerobic exercise in ME/CFS and FM compared with healthy adults.
methodsCase-control studies involving adults with ME/CFS or FM that measured RPE and heart rate responses to acute aerobic exercise were included. Data sources included PubMed, Scopus/Embase, CINAHL, CENTRAL, and Google Scholar. Risk of bias was assessed by evaluating each study's description of participant characteristics, matching procedures, and administration of RPE scales. Hedges' d effect sizes for RPE were calculated and aggregated using random-effects models, and potential moderators were explored with meta-regression analysis.
resultsForty-one effects were extracted from 37 studies involving 1016 patients and 686 healthy controls. We observed a large (Hedges' d = 0.85, 95% confidence interval = 0.62-1.08) effect indicating higher RPE in patients than controls. The mean effect size was significantly moderated (P < 0.001, R = 0.38) by whether RPE data were analyzed at a peak or submaximal intensity (b = 0.60, z = 4.6, P < 0.001) and the type of patient group that was studied (b = 0.25, z = 2.08, P = 0.04).
conclusionsPeople with ME/CFS and FM perceive aerobic exercise as more effortful than healthy adults, but the exact causes are unclear. The large magnitude of this effect merits further exploration of underlying mechanisms that could provide insight into the pathophysiology of ME/CFS and FM or the broader debate about the nature of central and/or peripheral signals that influence RPE.
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What OpenQuestion holds
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.