Skip to main content
Log in

Prediction of peak oxygen uptake from differentiated ratings of perceived exertion during wheelchair propulsion in trained wheelchair sportspersons

  • Original Article
  • Published:
European Journal of Applied Physiology Aims and scope Submit manuscript

Abstract

Purpose

To assess the validity of predicting peak oxygen uptake (\( {\dot{\text{V}}}{\text{O}}_{{\text{2peak}}}\)) from differentiated ratings of perceived exertion (RPE) obtained during submaximal wheelchair propulsion.

Methods

Three subgroups of elite male wheelchair athletes [nine tetraplegics (TETRA), nine paraplegics (PARA), eight athletes without spinal cord injury (NON-SCI)] performed an incremental speed exercise test followed by graded exercise to exhaustion (\( {\dot{\text{V}}}{\text{O}}_{{\text{2peak}}}\) test). Oxygen uptake (\( {\dot{\text{V}}}{\text{O}}_2\)), heart rate (HR) and differentiated RPE (Central RPEC, Peripheral RPEP and Overall RPEO) were obtained for each stage. The regression lines for the perceptual ranges 9–15 on the Borg 6–20 scale ratings were performed to predict \( {\dot{\text{V}}}{\text{O}}_{{\text{2peak}}}\).

Results

There were no significant within-group mean differences between measured \( {\dot{\text{V}}}{\text{O}}_{{\text{2peak}}}\) (mean 1.50 ± 0.39, 2.74 ± 0.48, 3.75 ± 0.33 L min−1 for TETRA, PARA and NON-SCI, respectively) and predicted \( {\dot{\text{V}}}{\text{O}}_{{\text{2peak}}}\) determined using HR or differentiated RPEs for any group (P > 0.05). However, the coefficients of variation (CV %) between measured and predicted \( {\dot{\text{V}}}{\text{O}}_{{\text{2peak}}}\) using HR showed high variability for all groups (14.3, 15.9 and 9.7 %, respectively). The typical error ranged from 0.14 to 0.68 L min−1 and the CV % between measured and predicted \( {\dot{\text{V}}}{\text{O}}_{{\text{2peak}}}\) using differentiated RPE was ≤11.1 % for TETRA, ≤7.5 % for PARA and ≤20.2 % for NON-SCI.

Conclusions

Results suggest that differentiated RPE may be used cautiously for TETRA and PARA athletes when predicting \( {\dot{\text{V}}}{\text{O}}_{{\text{2peak}}}\) across the perceptual range of 9–15. However, predicting \( {\dot{\text{V}}}{\text{O}}_{{\text{2peak}}}\) is not recommended for the NON-SCI athletes due to the large CV %s (16.8, 20.2 and 18.0 %; RPEC, RPEP and RPEO, respectively).

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

Abbreviations

AB:

Able-bodied

BLa :

Blood lactate concentration

CV:

Coefficient of variation

GXT:

Graded exercise test to exhaustion

HR:

Heart rate

NON-SCI:

Athletes without spinal cord injury

PARA:

Paraplegic

RPE:

Ratings of perceived exertion

RPEC :

Central RPE

RPEP :

Peripheral RPE

RPEO :

Overall RPE

SCI:

Spinal cord injury

TE:

Typical error

TETRA:

Tetraplegic

\( {\dot{\text{V}}}{\text{O}}_2\) :

Oxygen uptake

\( {\dot{\text{V}}}{\text{O}}_{{\text{2peak}}}\) :

Peak oxygen uptake

References

  • Al-Rahamneh HQ, Eston RG (2011) Prediction of peak oxygen consumption from the ratings of perceived exertion during a graded exercise test and ramp exercise test in able-bodied participants and paraplegic persons. Arch Phys Med Rehabil 92:277–283

    Article  PubMed  Google Scholar 

  • Al-Rahamneh HQ, Faulkner JA, Byrne C, Eston RG (2010) Relationship between perceived exertion and physiologic markers during arm exercise with able-bodied participants and participants with poliomyelitis. Arch Phys Med Rehabil 91:273–277

    Article  PubMed  Google Scholar 

  • Boninger ML, Souza AL, Cooper RA, Fitzgerald SG, Koontz AM, Fay BT (2002) Propulsion patterns and pushrim biomechanics in manual wheelchair propulsion. Arch Phys Med Rehabil 83:718–723

    Article  PubMed  Google Scholar 

  • Borg GA (1970) Perceived exertion as an indicator of somatic stress. Scand J Rehabil Med 2:92–98

    CAS  PubMed  Google Scholar 

  • Borg GA (1998) Borg’s perceived exertion and pain scales. Human Kinetics, Leeds

    Google Scholar 

  • Borg GA, Hassmén P, Lagerström M (1987) Perceived exertion related to heart rate and blood lactate during arm and leg exercise. Eur J Appl Physiol 56:679–685

    Article  CAS  Google Scholar 

  • Davis GM (1993) Exercise capacity of individuals with paraplegia. Med Sci Sports Exerc 25:423–432

    CAS  PubMed  Google Scholar 

  • Ekblom-Bak E, Björkman F, Hellenius ML, Ekblom B (2012) A new submaximal cycle ergometer test for prediction of VO(2max). Scand J Med Sci Sports. doi:10.1111/sms.12014

  • Eston RG, Brodie DA (1986) Responses to arm and leg ergometry. Br J Sports Med 20:4–6

    Article  CAS  PubMed Central  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

    Google Scholar 

  • Eston RG, 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 Sport Sci 26:131–139

    Article  Google Scholar 

  • Eston RG, Evans H, Faulkner J, Lambrick D, Al-Rahamneh H, Parfitt G (2012) A perceptually regulated, graded exercise test predicts peak oxygen uptake during treadmill exercise in active and sedentary participants. Eur J Appl Physiol 112:3459–3468

    Article  CAS  PubMed  Google Scholar 

  • Faulkner J, Eston RG (2007) Overall and peripheral ratings of perceived exertion during a graded exercise test to volitional exhaustion in individuals of high and low fitness. Eur J Appl Physiol 101:613–620

    Article  PubMed  Google Scholar 

  • Figoni SF (1993) Exercise responses and quadriplegia. Med Sci Sports Exerc 25:433–441

    Google Scholar 

  • Goosey-Tolfrey VL (2005) Physiological profiles of elite wheelchair basketball players in preparation for the 2000 paralympic games. APAQ 22:57–66

    Google Scholar 

  • Goosey-Tolfrey VL (2007) BASES physiological testing guidelines: the disabled athlete. In: Winter EM, Jones AM, Davison R, Mercer TH (eds) Sport and exercise physiology testing. Routledge, Oxon, pp 358–367

    Google Scholar 

  • Goosey-Tolfrey VL, Lenton JP, Goddard J, Oldfield V, Tolfrey K, Eston R (2010) Regulating intensity using perceived exertion in spinal cord-injured participants. Med Sci Sports Exerc 42:608–613

    Article  PubMed  Google Scholar 

  • Hoffman MD (1986) Cardiorespiratory fitness and training in quadriplegics and paraplegics. Sports Med 3:312–330

    Google Scholar 

  • Hopkins W (2010) Spreadsheet for the analysis of reliability (beta version). http://www.sportsci.org/. Accessed 2013

  • Lamb KL, Eston RG, Corns D (1999) Reliability of ratings of perceived exertion during progressive treadmill exercise. Br J Sports Med 33:336–339

    Google Scholar 

  • Lambrick DM, Faulkner JA, Rowlands AV, Eston RG (2009) Prediction of maximal oxygen uptake from submaximal ratings of perceived exertion and heart rate during a continuous exercise test: the efficacy of RPE 13. Eur J Appl Physiol 107:1–9

    Google Scholar 

  • Leicht C, Bishop NC, Goosey-Tolfrey VL (2011) Submaximal exercise responses in tetraplegic, paraplegic and non spinal cord injured elite wheelchair athletes. Scand J Med Sci Sports 22:729–736

    Article  PubMed  Google Scholar 

  • Leicht C, Tolfrey K, Lenton J, Bishop N, Goosey-Tolfrey VL (2013a) The verification phase and reliability of physiological parameters in peak testing of elite wheelchair athletes. Eur J Appl Physiol 113:337–345

    Article  PubMed  Google Scholar 

  • Leicht C, Tolfrey K, Lenton J, Bishop N, Goosey-Tolfrey VL (2013b) Erraturn to: the verification phase and reliability of physiological parameters in peak testing of elite wheelchair athletes. Eur J Appl Physiol 113:347

    Article  Google Scholar 

  • Lenton JP, Fowler N, van der Woude L, Goosey-Tolfrey VL (2008a) Efficiency of wheelchair propulsion and effects of strategy. Int J Sport Med 29:384–389

    Article  CAS  Google Scholar 

  • Lenton JP, Fowler NE, van der Woude LHV, Goosey-Tolfrey VL (2008b) Wheelchair propulsion: effects of experience and push strategy on efficiency and perceived exertion. Appl Physiol Nutr Metab 33:870–879

    Article  PubMed  Google Scholar 

  • Lewis JE, Nash MS, Hamm LF, Martins SC, Groah SL (2007) The relationship between perceived exertion and physiologic indicators of stress during graded arm exercise in persons with spinal cord injuries. Arch Phys Med Rehabil 88:1205–1211

    Article  PubMed  Google Scholar 

  • McLean KP, Jones PP, Skinner JS (1995) Exercise prescription for sitting and supine exercise in subjects with quadriplegia. Med Sci Sports Exerc 27:15–21

    Article  CAS  PubMed  Google Scholar 

  • Müller G, Odermatt P, Perret C (2004) A new test to improve the training quality of wheelchair racing athletes. Spinal Cord 42:585–590

    Article  PubMed  Google Scholar 

  • Pandolf KB (1978) Influence of local and central factors in dominating rated perceived exertion during physical work. Percept Mot Skills 46:683–698

    Article  CAS  PubMed  Google Scholar 

  • Paulson T, Leicht C, Bishop N, Goosey-Tolfrey VL (2013a) Perceived exertion as a tool to self-regulate exercise in individuals with tetraplegia. Eur J Appl Physiol 113:201–209

    Article  PubMed  Google Scholar 

  • Paulson T, Bishop N, Eston R, Goosey-Tolfrey VL (2013b) Differentiated perceived exertion and wheelchair exercise in novice able-bodied users. Arch Phys Med Rehabil 94:2269–2276

    Article  PubMed  Google Scholar 

  • Price MJ, Campbell IG (1997) Determination of peak oxygen uptake during upper body exercise. Ergonomics 40:491–499

    Article  CAS  PubMed  Google Scholar 

  • Rodgers MM, Gayle GW, Figoni SF, Kobayashi M, Lieh J, Glaser RM (1994) Biomechanics of wheelchair propulsion during fatigue. Arch Phys Med Rehabil 75:85–93

    CAS  PubMed  Google Scholar 

  • Sawka MN, Glaser RM, Laubach LL, Al-Samkari O, Suyraprasad AG (1981) Wheelchair exercise performance of the young, middle-aged, and elderly. J Appl Physiol 50:824–828

    CAS  PubMed  Google Scholar 

  • Skinner JS, Hutsler E, Bergsteinova V, Buskirk ER (1973) The validity and reliability of a rating of perceived exertion. Med Sci Sports Exerc 5:110–115

    CAS  Google Scholar 

  • Stöhr H, Zimmer M (1997) Wheelchair basketball from the orthopaedic viewpoint. Sportverletz Sportchaden 11:109–115

    Article  Google Scholar 

  • Valent LJ, Dallmeijer AJ, Houdijk H, Slootman J, Janssen TW, Hollander AP, van der Woude LH (2007) The individual relationship between heart rate and oxygen uptake in people with tetraplegia during exercise. Spinal Cord 45:104–111

    Article  CAS  PubMed  Google Scholar 

  • van der Woude LHV, van Croonenborg JJ, Wolff I, Dallmeijer AJ, Hollander PA (1999) Physical work capacity after 7 wk of wheelchair training: effect of intensity in able-bodied subjects. Med Sci Sports Exerc 31:331–341

    Article  PubMed  Google Scholar 

  • van der Woude LHV, Dallmeijer AJ, Janssen TWJ, Veeger D (2001) Alternative modes of manual wheelchair ambulation: an overview. Am J Phys Med Rehabil 80:765–777

    Article  PubMed  Google Scholar 

  • Wilson PE, Washington RL (1993) Pediatric wheelchair athletics: sports injuries and prevention. Paraplegia 31:330–337

    Article  CAS  PubMed  Google Scholar 

Download references

Acknowledgments

We thank Dr. Christof Leicht and Dr. John Lenton for their help during laboratory testing. Moreover, we thank the Great Britain Wheelchair Rugby Ltd, British Wheelchair Basketball and the Peter Harrison Centre for their support. Appreciation is also extended to all athletes who volunteered to participate in this study.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Victoria L. Goosey-Tolfrey.

Additional information

Communicated by Jean-René Lacour.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Goosey-Tolfrey, V.L., Paulson, T.A.W., Tolfrey, K. et al. Prediction of peak oxygen uptake from differentiated ratings of perceived exertion during wheelchair propulsion in trained wheelchair sportspersons. Eur J Appl Physiol 114, 1251–1258 (2014). https://doi.org/10.1007/s00421-014-2850-9

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00421-014-2850-9

Keywords

Navigation