Evidence map›Paper›PMID 39235602›Full record

ArticleEuropean journal of applied physiology2025

Quantifying exercise intensity with fractal correlation properties of heart rate variability: a study on incremental and constant-speed running.

C R van Rassel, O O Ajayi, K M Sales, C A Clermont, M Rummel, M J MacInnis

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Article in European journal of applied physiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

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3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

C R van RasselFaculty of Kinesiology, University of Calgary, Calgary, AB, T2N 1N4, Canada.
O O AjayiFaculty of Kinesiology, University of Calgary, Calgary, AB, T2N 1N4, Canada.
K M SalesFaculty of Kinesiology, University of Calgary, Calgary, AB, T2N 1N4, Canada.
C A ClermontFaculty of Kinesiology, University of Calgary, Calgary, AB, T2N 1N4, Canada.
M RummelAI Endurance Inc, Hamilton, ON, L8P 0A1, Canada.
M J MacInnisFaculty of Kinesiology, University of Calgary, Calgary, AB, T2N 1N4, Canada. martin.macinnis@ucalgary.ca.ORCID http://orcid.org/0000-0002-0377-5800

Funding

Natural Sciences and Engineering Research Council of Canada Collaboration Training ProgramNatural Sciences and Engineering Research Council of Canada RGPIN-2018-06424Natural Sciences and Engineering Research Council of Canada Wearable Technology
6 · The paper itself

Abstract

The short-term scaling exponent of detrended fluctuation analysis (DFAα1) applied to interbeat intervals may provide a method to identify ventilatory thresholds and indicate systemic perturbation during prolonged exercise. The purposes of this study were to (i) identify the gas exchange threshold (GET) and respiratory compensation point (RCP) using DFAα1 values of 0.75 and 0.5 from incremental exercise, (ii) compare DFAα1 thresholds with DFAα1 measures during constant-speed running near the maximal lactate steady state (MLSS), and (iii) assess the repeatability of DFAα1 between MLSS trials. Twelve runners performed an incremental running test and constant-speed running 5% below, at, and 5% above the MLSS, plus a repeat trial at MLSS. During 30-min running trials near MLSS, DFAα1 responses were variable (i.e., 0.27-1.24) and affected by intensity (p = 0.031) and duration (p = 0.003). No difference in DFAα1 was detected between MLSS trials (p = 0.597). In the early phase (~ 8 min), DFAα1 measures at MLSS (0.71 [0.13]) remained higher than the DFAα1 identified at RCP from the incremental test (0.57 [0.13]; p = 0.024). In addition, following ~ 18 min of constant speed running at MLSS, DFAα1 measures (0.64 [0.14]) remained higher than 0.5 (p = 0.011)-the value thought to demarcate the boundaries between heavy and severe exercise intensities. Accordingly, using fixed DFAα1 values associated with the RCP from incremental exercise to guide constant-speed exercise training may produce a greater than expected exercise intensity, however; the dependency of DFAα1 on intensity and duration suggest its potential utility to quantify systemic perturbations imposed by continuous exercise.

Indexed as

ExerciseHeart RateRunningAdultExercise TestFemaleFractalsHumansMaleOxygen ConsumptionPulmonary Gas ExchangeYoung AdultDetrended fluctuation analysisExercise intensityExercise performanceExercise trainingHeart rate variabilityNon-linear analysis

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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.