Literature DB >> 31173407

Impact of data averaging strategies on V̇O2max assessment: Mathematical modeling and reliability.

Marcos Martin-Rincon1,2, Juan José González-Henríquez2,3, José Losa-Reyna1,2, Ismael Perez-Suarez1,2, Jesús Gustavo Ponce-González1, Jaime de La Calle-Herrero1, Mario Perez-Valera1,2, Alberto Pérez-López4, David Curtelin2, Evgenia D Cherouveim5, David Morales-Alamo1,2, Jose A L Calbet1,2,6,7.   

Abstract

BACKGROUND: No consensus exists on how to average data to optimize V ˙ O2max assessment. Although the V ˙ O2max value is reduced with larger averaging blocks, no mathematical procedure is available to account for the effect of the length of the averaging block on V ˙ O2max. AIMS: To determine the effect that the number of breaths or seconds included in the averaging block has on the V ˙ O2max value and its reproducibility and to develop correction equations to standardize V ˙ O2max values obtained with different averaging strategies.
METHODS: Eighty-four subjects performed duplicate incremental tests to exhaustion (IE) in the cycle ergometer and/or treadmill using two metabolic carts (Vyntus and Vmax N29). Rolling breath averages and fixed time averages were calculated from breath-by-breath data from 6 to 60 breaths or seconds.
RESULTS: V ˙ O2max decayed from 6 to 60 breath averages by 10% in low fit ( V ˙ O2max  < 40 mL kg-1  min-1 ) and 6.7% in trained subjects. The V ˙ O2max averaged from a similar number of breaths or seconds was highly concordant (CCC > 0.97). There was a linear-log relationship between the number of breaths or seconds in the averaging block and V ˙ O2max (R2  > 0.99, P < 0.001), and specific equations were developed to standardize V ˙ O2max values to a fixed number of breaths or seconds. Reproducibility was higher in trained than low-fit subjects and not influenced by the averaging strategy, exercise mode, maximal respiratory rate, or IE protocol.
CONCLUSIONS: The V ˙ O2max decreases following a linear-log function with the number of breaths or seconds included in the averaging block and can be corrected with specific equations as those developed here.
© 2019 John Wiley & Sons A/S. Published by John Wiley & Sons Ltd.

Keywords:  aerobic performance; breath-by-breath; endurance training; maximal oxygen uptake; metabolic cart; reproducibility

Mesh:

Year:  2019        PMID: 31173407     DOI: 10.1111/sms.13495

Source DB:  PubMed          Journal:  Scand J Med Sci Sports        ISSN: 0905-7188            Impact factor:   4.221


  6 in total

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