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Published in: European Journal of Applied Physiology 4/2020

01-04-2020 | Original Article

Estimation of maximal heart rate in recreational football: a field study

Authors: Susana Póvoas, Peter Krustrup, Carlo Castagna

Published in: European Journal of Applied Physiology | Issue 4/2020

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Abstract

Purpose

To examine the accuracy of practical indirect methods (i.e., recreational football match and estimation equations) in assessing individual maximal heart rate (HRmax) in recreational football players. Sixty-two untrained male participants engaged in a recreational football intervention (age 39.3 ± 5.8 years, VO2max 41.2 ± 6.2 ml·kg−1·min−1, body mass 81.9 ± 10.8 kg, height 173.2 ± 6.4 cm) were tested for HRmax using a multiple approach, at baseline and post-intervention (i.e., in the untrained and trained status, respectively). Observed HRmax was plotted against peak match HR (Match-HRpeak) and HRmax estimated from prediction equations (EstHRmax) at both time-points.

Results

In the untrained status, only the 211 − 0.64 × Age and 226 − Age equations showed non-significant (medium-to-small) differences with observed HRmax. The differences between observed HRmax and Match-HRpeak were large (P < 0.0001). At post-intervention, the observed HRmax (Post-HRmax) was significantly and largely lower than at baseline. The prediction equations under consideration provided EstHRmax values that were lower than Post-HRmax, with small-to-large differences (P > 0.05). The exception was for the 226 − Age and 211 − 0.64 × Age equations, with values largely higher than Post-HRmax.

Conclusions

This study suggests caution when considering EstHRmax and Match-HRpeak in recreational football interventions to track HRmax. The accuracy of EstHRmax may vary according to training status, suggesting the need for different approaches and equations across training interventions.
Literature
go back to reference Bakeman R (2005) Recommended effect size statistics for repeated measures designs. Behav Res Methods 37(3):379–384CrossRef Bakeman R (2005) Recommended effect size statistics for repeated measures designs. Behav Res Methods 37(3):379–384CrossRef
go back to reference Bangsbo J, Iaia FM, Krustrup P (2008) The Yo-Yo intermittent recovery test: a useful tool for evaluation of physical performance in intermittent sports. Sports Med 38(1):37–51CrossRef Bangsbo J, Iaia FM, Krustrup P (2008) The Yo-Yo intermittent recovery test: a useful tool for evaluation of physical performance in intermittent sports. Sports Med 38(1):37–51CrossRef
go back to reference Bland JM, Altman DG (1986) Statistical methods for assessing agreement between two methods of clinical measurement. Lancet 1(8476):307–310CrossRef Bland JM, Altman DG (1986) Statistical methods for assessing agreement between two methods of clinical measurement. Lancet 1(8476):307–310CrossRef
go back to reference Borg G, Hassmen P, Lagerstrom M (1987) Perceived exertion related to heart rate and blood lactate during arm and leg exercise. Eur J Appl Physiol Occup Physiol 56(6):679–685CrossRef Borg G, Hassmen P, Lagerstrom M (1987) Perceived exertion related to heart rate and blood lactate during arm and leg exercise. Eur J Appl Physiol Occup Physiol 56(6):679–685CrossRef
go back to reference Cohen J (1988) Statistical power analysis for the behavioral sciences, 2nd edn. Lawrence Erlbaum Associates, Hillsdale Cohen J (1988) Statistical power analysis for the behavioral sciences, 2nd edn. Lawrence Erlbaum Associates, Hillsdale
go back to reference Fox SM 3rd, Naughton JP, Haskell WL (1971) Physical activity and the prevention of coronary heart disease. Ann Clin Res 3(6):404–432PubMed Fox SM 3rd, Naughton JP, Haskell WL (1971) Physical activity and the prevention of coronary heart disease. Ann Clin Res 3(6):404–432PubMed
go back to reference Garber CE, Blissmer B, Deschenes MR, Franklin BA, Lamonte MJ, Lee IM, Nieman DC, Swain DP (2011) American College of Sports Medicine position stand. Quantity and quality of exercise for developing and maintaining cardiorespiratory, musculoskeletal, and neuromotor fitness in apparently healthy adults: guidance for prescribing exercise. Med Sci Sports Exerc 43(7):1334–1359. https://doi.org/10.1249/MSS.0b013e318213fefb CrossRefPubMed Garber CE, Blissmer B, Deschenes MR, Franklin BA, Lamonte MJ, Lee IM, Nieman DC, Swain DP (2011) American College of Sports Medicine position stand. Quantity and quality of exercise for developing and maintaining cardiorespiratory, musculoskeletal, and neuromotor fitness in apparently healthy adults: guidance for prescribing exercise. Med Sci Sports Exerc 43(7):1334–1359. https://​doi.​org/​10.​1249/​MSS.​0b013e318213fefb​ CrossRefPubMed
go back to reference Inbar O, Oren A, Scheinowitz M, Rotstein A, Dlin R, Casaburi R (1994) Normal cardiopulmonary responses during incremental exercise in 20- to 70-yr-old men. Med Sci Sports Exerc 26(5):538–546CrossRef Inbar O, Oren A, Scheinowitz M, Rotstein A, Dlin R, Casaburi R (1994) Normal cardiopulmonary responses during incremental exercise in 20- to 70-yr-old men. Med Sci Sports Exerc 26(5):538–546CrossRef
go back to reference Krustrup P, Mohr M, Amstrup T, Rysgaard T, Johansen J, Steensberg A, Pedersen PK, Bangsbo J (2003) The Yo–Yo intermittent recovery test: physiological response, reliability, and validity. Med Sci Sports Exer 35(4):697–705CrossRef Krustrup P, Mohr M, Amstrup T, Rysgaard T, Johansen J, Steensberg A, Pedersen PK, Bangsbo J (2003) The Yo–Yo intermittent recovery test: physiological response, reliability, and validity. Med Sci Sports Exer 35(4):697–705CrossRef
go back to reference Krustrup P, Mohr M, Nybo L, Jensen JM, Nielsen JJ, Bangsbo J (2006) The Yo–Yo IR2 test: physiological response, reliability, and application to elite soccer. Med Sci Sports Exerc 38(9):1666–1673CrossRef Krustrup P, Mohr M, Nybo L, Jensen JM, Nielsen JJ, Bangsbo J (2006) The Yo–Yo IR2 test: physiological response, reliability, and application to elite soccer. Med Sci Sports Exerc 38(9):1666–1673CrossRef
go back to reference Krustrup P, Williams CA, Mohr M, Hansen PR, Helge EW, Elbe AM, de Sousa M, Dvorak J, Junge A, Hammami A, Holtermann A, Larsen MN, Kirkendall D, Schmidt JF, Andersen TR, Buono P, Rorth M, Parnell D, Ottesen L, Bennike S, Nielsen JJ, Mendham AE, Zar A, Uth J, Hornstrup T, Brasso K, Nybo L, Krustrup BR, Meyer T, Aagaard P, Andersen JL, Hubball H, Reddy PA, Ryom K, Lobelo F, Barene S, Helge JW, Fatouros IG, Nassis GP, Xu JC, Pettersen SA, Calbet JA, Seabra A, Rebelo AN, Figueiredo P, Povoas S, Castagna C, Milanovic Z, Bangsbo J, Randers MB, Brito J (2018) The "football is medicine" platform-scientific evidence, large-scale implementation of evidence-based concepts and future perspectives. Scand J Med Sci Sports 28(Suppl 1):3–7. https://doi.org/10.1111/sms.13220 CrossRefPubMed Krustrup P, Williams CA, Mohr M, Hansen PR, Helge EW, Elbe AM, de Sousa M, Dvorak J, Junge A, Hammami A, Holtermann A, Larsen MN, Kirkendall D, Schmidt JF, Andersen TR, Buono P, Rorth M, Parnell D, Ottesen L, Bennike S, Nielsen JJ, Mendham AE, Zar A, Uth J, Hornstrup T, Brasso K, Nybo L, Krustrup BR, Meyer T, Aagaard P, Andersen JL, Hubball H, Reddy PA, Ryom K, Lobelo F, Barene S, Helge JW, Fatouros IG, Nassis GP, Xu JC, Pettersen SA, Calbet JA, Seabra A, Rebelo AN, Figueiredo P, Povoas S, Castagna C, Milanovic Z, Bangsbo J, Randers MB, Brito J (2018) The "football is medicine" platform-scientific evidence, large-scale implementation of evidence-based concepts and future perspectives. Scand J Med Sci Sports 28(Suppl 1):3–7. https://​doi.​org/​10.​1111/​sms.​13220 CrossRefPubMed
go back to reference Londeree BR, Moeschberger ML (1984) Influence of age and other factors on maximal heart rate. J Cardiac Rehabil 4:44–49 Londeree BR, Moeschberger ML (1984) Influence of age and other factors on maximal heart rate. J Cardiac Rehabil 4:44–49
go back to reference Midgley AW, Mc Naughton LR, Wilkinson M (2006) Criteria and other methodological considerations in the evaluation of time at VO2max. J Sports Med Phys Fitness 46(2):183–188PubMed Midgley AW, Mc Naughton LR, Wilkinson M (2006) Criteria and other methodological considerations in the evaluation of time at VO2max. J Sports Med Phys Fitness 46(2):183–188PubMed
go back to reference Midgley AW, McNaughton LR, Polman R, Marchant D (2007) Criteria for determination of maximal oxygen uptake: a brief critique and recommendations for future research. Sports Med 37(12):1019–1028CrossRef Midgley AW, McNaughton LR, Polman R, Marchant D (2007) Criteria for determination of maximal oxygen uptake: a brief critique and recommendations for future research. Sports Med 37(12):1019–1028CrossRef
go back to reference Robergs RA, Landwehr R (2002) The surprising history of the "HRmax=220 − age" equation. JEPonline 5(2):1–10 Robergs RA, Landwehr R (2002) The surprising history of the "HRmax=220 − age" equation. JEPonline 5(2):1–10
go back to reference Tanaka H, Monahan KD, Seals DR (2001) Age-predicted maximal heart rate revisited. J Am Coll Cardiol 37(1):153–156CrossRef Tanaka H, Monahan KD, Seals DR (2001) Age-predicted maximal heart rate revisited. J Am Coll Cardiol 37(1):153–156CrossRef
go back to reference Warburton D, Nicol C, Bredin SSD (2006) Prescribing exercise as preventative therapy. CMAJ 174(7):961–974CrossRef Warburton D, Nicol C, Bredin SSD (2006) Prescribing exercise as preventative therapy. CMAJ 174(7):961–974CrossRef
go back to reference Zavorsky GS (2000) Evidence and possible mechanisms of altered maximum heart rate with endurance training and tapering. Sports Med 29(1):13–26CrossRef Zavorsky GS (2000) Evidence and possible mechanisms of altered maximum heart rate with endurance training and tapering. Sports Med 29(1):13–26CrossRef
Metadata
Title
Estimation of maximal heart rate in recreational football: a field study
Authors
Susana Póvoas
Peter Krustrup
Carlo Castagna
Publication date
01-04-2020
Publisher
Springer Berlin Heidelberg
Published in
European Journal of Applied Physiology / Issue 4/2020
Print ISSN: 1439-6319
Electronic ISSN: 1439-6327
DOI
https://doi.org/10.1007/s00421-020-04334-4

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