Exercise intensity measurement using fractal analysis of heart rate variability: Reliability, agreement and influence of sex and cardiorespiratory fitness

Samrat Sheoran, Antonis Stavropoulos-Kalinoglou, Clare Simpson, Martin Ashby, Elliot Webber, Dan Weaving

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Abstract

The study aimed to establish the test-retest reliability of detrended fluctuation analysis of heart rate variability (DFA-α1) based exercise intensity thresholds, assess its agreement with ventilatory- and lactate-derived thresholds and the moderating effect of sex and cardiorespiratory fitness (CRF) on the agreement. Intensity thresholds for thirty-seven participants (17 females) based on blood lactate (LT 1/LT 2), gas-exchange (VT 1/VT 2) and DFA-α1 (αTh 1/αTh 2) were assessed. Heart rate (HR) at αTh 1 and αTh 2 showed good test-retest reliability (coefficient of variation [CV] < 6%), and moderate to high agreement with LTs ( r  = 0.40 - 0.57) and VTs ( r  = 0.61 - 0.66) respectively. Mixed effects models indicated bias magnitude depended on CRF, with DFA-α1 overestimating thresholds versus VTs for lower fitness levels (speed at VT 1 <8.5 km⋅hr -1), while underestimating for higher fitness levels (speed at VT 2 >15 km⋅hr -1; VO 2max >55 mL·kg -1·min -1). Controlling for CRF, sex significantly affected bias magnitude only at first threshold, with males having higher mean bias (+2.41 bpm) than females (-1.26 bpm). DFA-α1 thresholds are practical and reliable intensity measures, however it is unclear if they accurately represent LTs/VTs from the observed limits of agreement and unexplained variance. To optimise DFA-α1 threshold estimation across different populations, bias should be corrected based on sex and CRF.

Original languageEnglish
Pages (from-to)1-9
Number of pages9
JournalJournal of Sports Sciences
Volume42
Issue number20
Early online date2 Nov 2024
DOIs
Publication statusE-pub ahead of print - 2 Nov 2024

Keywords

  • Aerobic threshold
  • anaerobicthreshold
  • DFA-alpha1
  • HRV
  • lactate

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