Evidence map›Paper›PMID 40943001›Full record

ArticleSensors (Basel, Switzerland)2025

Effects of Induced Physical Fatigue on Heart Rate Variability in Healthy Young Adults.

Pei-Chun Kao, David J Cornell

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

2 authors.

Pei-Chun KaoDepartment of Physical Therapy and Kinesiology, University of Massachusetts Lowell, Lowell, MA 01854, USA.ORCID 0000-0001-8603-3898
David J CornellDepartment of Physical Therapy and Kinesiology, University of Massachusetts Lowell, Lowell, MA 01854, USA.ORCID 0000-0002-7457-8433

Funding

U.S. National Science Foundation NSF IIS-1955979
6 · The paper itself

Abstract

Detecting physical fatigue can help prevent overexertion. While typically defined at the muscle level, systemic fatigue remains less clear. Heart rate variability (HRV) reflects autonomic adaptability to physical stressors and may provide insight into fatigue-related responses. This study investigated the impact of physical fatigue on HRV and its correlation with endurance performance. Twenty participants (9 F, 11 M; 23.4 ± 5.0 y) walked on the treadmill at 1.25 m/s with progressively increased incline. HRV metrics were derived from baseline standing (STAND), pre-fatigued (PRE) and post-fatigued walking (POST). Time-domain HRV measures (lnTRI and lnTINN) were significantly reduced at POST compared to PRE or STAND (

Indexed as

FatigueHeart RateAdultAutonomic Nervous SystemExercise TestFemaleHumansMalePhysical EnduranceWalkingYoung Adultautonomic regulationendurance performancefatigue monitoringheart rate variabilityphysical fatigue

Identifiers

PMID40943001
PMCPMC12431500

What OpenQuestion holds

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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.