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The validity and reliability of predicting maximal oxygen uptake from a treadmill-based sub-maximal perceptually regulated exercise test

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Abstract

The purpose of this study was to determine for the first time whether \( {\dot{V}}{\text{O}}_{ 2\hbox{max}} \) could be predicted accurately and reliably from a treadmill-based perceptually regulated exercise test (PRET) incorporating a safer and more practical upper limit of RPE 15 (“Hard”) than used in previous investigations. Eighteen volunteers (21.7 ± 2.8 years) completed three treadmill PRETs (each separated by 48 h) and one maximal graded exercise test. Participants self-regulated their exercise at RPE levels 9, 11, 13 and 15 in a continuous and incremental fashion. Oxygen uptake \( \left( {{\dot{V}}{\text{O}}_{ 2} } \right) \) was recorded continuously during each 3 min bout. \( {\dot{V}}{\text{O}}_{2} \) values for the RPE range 9–15 were extrapolated to RPE19 and RPE20 using regression analysis to predict individual \( {\dot{V}}{\text{O}}_{2\hbox{max}} \) scores. The optimal limits of agreement (LoA) between actual (48.0 ± 6.2 ml kg−1 min−1) and predicted scores were −0.6 ± 7.1 and −2.5 ± 9.4 ml.kg−1 min−1 for the RPE20 and RPE19 models, respectively. Reliability analysis for the \( {\dot{V}}{\text{O}}_{2\hbox{max}} \) predictions yielded LoAs of 1.6 ± 8.5 (RPE20) and 2.7 ± 9.4 (RPE19) ml kg−1 min−1 between trials 2 and 3. These findings demonstrate that (with practice) a novel treadmill-based PRET can yield predictions of \( {\dot{V}}{\text{O}}_{2\hbox{max}} \) that are acceptably reliable and valid amongst young, healthy, and active adults.

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References

  • AACVPR (2006) AACVPR cardiac rehabilitation resource manual. Human Kinetics, Champaign, p 81

    Google Scholar 

  • ACSM (2010) ACSM’s guidelines for exercise testing and prescription, 8th edn. Lippincott, Philadelphia, p 213

    Google Scholar 

  • Aijaz B, Squires RW, Thomas RJ, Johnson BD, Allison TG (2009) Predictive value of heart rate recovery and peak oxygen consumption for long-term mortality in patients with coronary heart disease. Am J Cardiol 103:1641–1646

    Article  PubMed  Google Scholar 

  • BACR (1995) BACR guidelines for cardiac rehabilitation. Blackwell Science, Oxford, p 78

    Google Scholar 

  • Bird S, Davidson R (1997) Physiological testing guidelines, 3rd edn. British Association of Sport and Exercise Sciences, Leeds, p 64

    Google Scholar 

  • Bland JM, Altman DG (1986) Statistical methods for assessing agreement between two methods of clinical measurement. Lancet i:307–310

    Google Scholar 

  • Borg G (1998) Borg’s perceived exertion and pain scales. Human Kinetics, Champaign, p 15

    Google Scholar 

  • Bruce RA, Kusami F, Hosmer D (1973) Maximal oxygen intake and nomographic assessment of functional aerobic impairment in cardiovascular disease. Am Heart J 85:546–562

    Article  CAS  PubMed  Google Scholar 

  • Buckley JP, Eston RG, Sim J (2000) Ratings of perceived exertion in braille: validity and reliability in production mode. Br J Sports Med 34:297–302

    Article  CAS  PubMed  Google Scholar 

  • Buckley JP, Sim J, Eston RG, Hession R, Fox R (2004) Reliability and validity of measures taken during the Chester step test to predict aerobic power and to prescribe aerobic exercise. Br J Sports Med 38:197–205

    Article  CAS  PubMed  Google Scholar 

  • Dunbar CC, Robertson RJ, Baun R, Blandin MF, Metz RK, Burdett R, Goss FL (1992) Validity and regulating exercise intensity by ratings of perceived exertion. Med Sci Sports Exerc 24:94–99

    CAS  PubMed  Google Scholar 

  • Eston R, Williams JG (1988) Reliability of ratings of perceived exertion for regulation of exercise intensity. Br J Sports Med 22:153–154

    Article  CAS  PubMed  Google Scholar 

  • Eston RG, Davies BL, Williams JG (1987) Use of perceived effort ratings to control exercise intensity in young healthy adults. Eur J Appl Physiol 56:222–224

    Article  CAS  Google Scholar 

  • Eston RG, Lamb KL, Parfitt G, King N (2005) The validity of predicting maximal oxygen uptake from a perceptually-regulated graded exercise test. Eur J Appl Physiol 94:221–227

    Article  PubMed  Google Scholar 

  • Eston R, Faulkner J, Mason E, Parfitt G (2006) The validity of predicting maximal oxygen uptake from perceptually regulated graded exercise tests of different durations. Eur J Appl Physiol 97:535–541

    Article  CAS  PubMed  Google Scholar 

  • Eston R, Lambrick D, Sheppard K, Parfitt G (2008) Prediction of maximal oxygen uptake in sedentary males from a perceptually regulated, sub-maximal graded exercise test. J Sports Sci 26:131–139

    Article  PubMed  Google Scholar 

  • Faulkner J, Eston R (2008) Perceived exertion research in the 21st century: developments, reflections and questions for the future. J Exerc Sci Fit 6:1–14

    Google Scholar 

  • Faulkner J, Parfitt G, Eston R (2007) Prediction of maximal oxygen uptake from the ratings of perceived exertion and heart rate during a perceptually-regulated sub-maximal exercise test in active and sedentary participants. Eur J Appl Physiol 101:397–407

    Article  PubMed  Google Scholar 

  • Hopkins WG (2000) Measures of reliability in sports medicine and science. Sports Med 30:1–25

    Article  CAS  PubMed  Google Scholar 

  • Kang J, Chaloupka EC, Mastrangelo MA, Donnelly MS, Martz WP, Robertson RJ (1998) Regulating exercise intensity using ratings of perceived exertion during arm and leg ergometry. Eur J Appl Physiol 78:241–246

    Article  CAS  Google Scholar 

  • Kavanagh T, Mertens DJ, Hamm LF, Beyenne J, Kennedy J, Corey P, Shephard RJ (2002) Prediction of long-term prognosis in 12, 169 men referred for cardiac rehabilitation. Circulation 106:666–671

    Article  PubMed  Google Scholar 

  • Laukkanen JA, Kurl S, Salonen R, Rauramaa R, Salonen JT (2004) The predictive value of cardiorespiratory fitness for cardiovascular events in men with various risk profiles: a prospective population-based cohort study. Eur Heart J 25:1428–1437

    Article  PubMed  Google Scholar 

  • Marriott HE, Lamb KL (1996) The use of ratings of perceived exertion for regulating exercise levels in rowing ergometry. Eur J Appl Physiol 72:267–271

    Article  CAS  Google Scholar 

  • Morris M, Lamb KL, Cotterrell D, Buckley J (2009) Predicting maximal oxygen uptake via a perceptually regulated exercise test (PRET). J Exerc Sci Fit 7:122–128

    Article  Google Scholar 

  • Nevill AM, Atkinson G (1997) Assessing agreement between measurements recorded on a ratio scale in sports medicine and sports science. Br J Sports Med 31:314–318

    Article  CAS  PubMed  Google Scholar 

  • Poole DC, Wilkerson DP, Jones AM (2008) Validity of criteria for establishing maximal O2 uptake during ramp exercise tests. Eur J Appl Physiol 102:403–410

    Article  CAS  PubMed  Google Scholar 

  • Reilly T (2007) Circadian rhythms. In: Winter EM, Jones AM, Davison RCR, Bromley PD, Mercer TM (eds) Sport and exercise physiology guidelines volume one: sport testing. Routledge, London, pp 54–60

    Google Scholar 

  • Tucker R (2009) The anticipatory regulation of performance: the physiological basis for pacing strategies and the development of a perception-based model for exercise performance. Br J Sports Med 43:392–400

    Article  CAS  PubMed  Google Scholar 

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Acknowledgments

Ethical approval for the study was granted by the University’s Faculty of Applied and Health Sciences Research Ethics Committee. This research was funded by the Department of Sport and Exercise Sciences, University of Chester, CH1 4BJ, UK.

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The authors declare that they have no conflict of interest.

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Correspondence to Kevin L. Lamb.

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Communicated by Susan Ward.

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Morris, M., Lamb, K.L., Hayton, J. et al. The validity and reliability of predicting maximal oxygen uptake from a treadmill-based sub-maximal perceptually regulated exercise test. Eur J Appl Physiol 109, 983–988 (2010). https://doi.org/10.1007/s00421-010-1439-1

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