Abstract
Recent advances in miniaturized waterproof accelerometers have allowed their use as a tool in examining swim stroke characteristics (Ohgi et al. JPSE Int J 45:960–966, 2002; Sports Eng 6:113–123, 2003). A better use for this technology, however, might be to quantify characteristics of competitive swim training. The purpose of this study was thus to examine commercial accelerometers’ ability to track and quantify swim training variables common to all swim training programs: speed and distance. Swimmers (n = 43) were fitted with two accelerometer monitors on their right wrist and ankle. From this output, regression analyses were performed as a means to describe swim distance and speed. Ten additional swimmers (experimental group, n = 10) were then utilized to cross validate these equations as being useful to predict swim distance and speed. The results demonstrated a positive, significant relationship between activity counts and actual swim distance (r = 0.90, p < 0.05), actual swim speed (r = 0.80; p < 0.05), and cross validation confirmed the accuracy of the prediction equations. The findings of the present study suggest that commercial accelerometer-based activity monitors have the ability to quantify important characteristics of competitive swim training.




Similar content being viewed by others
References
Colwin C (1969) On swimming. Pelham, London
Counsilman JE (1968) The science of swimming. Prentice-Hall, New Jersey
Maglischo EW (1993) Swimming even faster. Mountain View, California
Stager JM, Tanner DA (2005) Handbook of sports medicine: swimming, 2nd edn. Blackwell, Massachusetts
Mathie MJ, Coster ACF, Lovell NH, Celler BG (2004) Accelerometry: providing an integrated, practical method for long-term, ambulatory monitoring of human movement. Physiol Meas 25:R1
Freedson P, Pober D, Janz K (2005) Calibration of accelerometer output for children. Med Sci Sports Exerc 37:S523–S530
Payau MR, Adolph AL, Vohra FA, Zakeri I, Butte NF (2004) Prediction of activity energy expenditure using accelerometers in children. Med Sci Sports Exerc 36:1625–1631
Meijer EP, Goris AHC, Wouters L, Westerterp KR (2001) Physical inactivity as a determinant of physical activity level in the elderly. Int J Obesity 25:935–939
Steele BG, Holt L, Belza B, Ferris SM, Lakshminaryan S, Buchner DM (2000) Quantitating physical activity in COPD using a triaxial accelerometer. Chest 117:1359–1367
Keating XD, Guan J, Pinero JC, Bridges DM (2005) A meta-analysis of college students’ physical activity behaviors. J Am Coll Health 54:116–125
Ohgi Y, Ichikawa H, Miyaji C (2002) Microcomputer-based acceleration sensor device for swimming stroke monitoring. JPSE Int J 45:960–966
Ohgi Y, Ichikawa H, Homma M, Miyaji C (2003) Stroke phase discrimination in breaststroke swimming using a tri-axial acceleration sensor device. Sports Eng 6:113–123
Davey N, Anderson M, James D (2008) Validation trial of an accelerometer-based sensor platform for swimming. Sports Technol 1:202–207
Le Sage T, Bindel A, Conway PP, Justham LM, Slawson SE, West AA (2011) Embedded programming and real-time signal processing of swimming stokes. Sports Eng 14:1–14
Tella MV, Madera J, Colado JC, Mateu J, Garcia-Masso X, Gonzalez LM (2010) A study about the 3D acceleration in front crawl and its relation with performance. In: Biomechanics and Medicine in Swimming, XI edn. Norwegian School of Sport Science, Oslo, pp 173–174
Stamm A, Thiel DV, Burkett B, James DA (2011) Towards determining absolute velocity of freestyle swimming using 3-axis accelerometers. Procedia Eng 13:120–125
Dadashi F, Crettenand F, Millet GP, Aminian K (2012) Front-crawl instantaneous velocity estimation using a wearable inertial measurement unit. Sensors 12:12927–12939
Mujika I, Chatard JC, Busso T, Geyssant A, Barale F, Lacoste L (1995) Effects of training on performance in competitive swimming. Can J Appl Physiol 20:395–406
Stewart AM, Hopkins WG (1997) Swimmers’ compliance with training prescription. Med Sci Sports Exerc 29:1389–1392
Toussaint HM, Hollander AP (1994) Energetics of competitive swimming. Implications for training programmes. Sports Med 18:384–405
Chen K, Bassett DR (2005) The technology of accelerometry-based activity monitors: current and future. Med Sci Sports Exerc 37:S490–S500
Esliger DW, Tremblay MS (2006) Technical reliability: assessment of three accelerometer models in a mechanical setup. Med Sci Sports Exerc 38:2173–2181
Johnston, J (2006) Estimation of energy expended while swimming utilizing an omnidirectional accelerometer. Indiana University, p 275
Tabachnick BG, Fidell LS (2007) Using multivariate statistics. Pearson, Massachusetts
Bland MJ, Altman D (1986) Statistical methods for assessing agreement between two methods of clinical measurement. Lancet 327:307–310
Butcher W (1975) The influence of the leg kick and the arm stroke on the total speed during the crawl stroke. Swimming II, University Park, Maryland, pp 180–187
Pendergast DR, Prampero PE, Craig AB, Wilson DR, Rennie DW (1977) Quantitative analysis of the front crawl in men and women. J Appl Physiol 43:475–479
Acknowledgments
We would like to acknowledge Philips Healthcare and USA Swimming for their support during this project.
Conflict of interest
The authors declare that they have no conflicts of interest.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Wright, B.V., Stager, J.M. Quantifying competitive swim training using accelerometer-based activity monitors. Sports Eng 16, 155–164 (2013). https://doi.org/10.1007/s12283-013-0123-1
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12283-013-0123-1