Evidence map›Paper›PMID 32555018›Full record

SynthesisMedicine and science in sports and exercise2020

Elevated Perceived Exertion in People with Myalgic Encephalomyelitis/Chronic Fatigue Syndrome and Fibromyalgia: A Meta-analysis.

Ellen E Barhorst, William E Andrae, Tessa J Rayne, Michael J Falvo, Dane B Cook, Jacob B Lindheimer

Open access · greenAbstract readMeta-Analysis
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed, 2 pooled it
1.5field-weighted citation impact, top 18% of its field
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

11 citing papers in PubMed, 2 syntheses or guidelines pooled it, 16 citations in OpenAlex.

  1. Recent research in myalgic encephalomyelitis/chronic fatigue syndrome: an evidence map.Health technology assessment (Winchester, England) · 2025
    Pooled it
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors at 3 institutions in 1 country.

Ellen E Barhorst
William E Andrae
Tessa J Rayne
Michael J Falvo
Dane B Cook
Jacob B Lindheimer
William S. Middleton Memorial Veterans Hospital · USRutgers HealthUniversity of Wisconsin–Madison · US

Funding

CSRD VA IK2 CX001679CSRD VA IK6 CX002369
6 · The paper itself

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.

Indexed as

AdultBiasCase-Control StudiesConfidence IntervalsEncephalomyelitisExerciseFatigue Syndrome, ChronicFemaleFibromyalgiaHeart RateHumansMaleMyalgiaOxygen ConsumptionPatient Reported Outcome MeasuresPhysical Exertion

Identifiers

PMID32555018
PMCPMC10200687
OpenAlexW3036758616

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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.