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Erschienen in: German Journal of Exercise and Sport Research 4/2019

04.09.2019 | Brief Communication

Accuracy of optical heart rate measurement and distance measurement of a fitness tracker and their consequential use in sports

verfasst von: Mario Budig, B.A., Volker Höltke, PhD, Michael Keiner, PhD

Erschienen in: German Journal of Exercise and Sport Research | Ausgabe 4/2019

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Abstract

Background

The possibilities of continuously monitoring everyday training have become more varied and precise. Fitness trackers are common devices used for collecting training data. The aim of this study was to validate the optical heart rate (HR) and global positioning system (GPS) distance measurements under real conditions.

Methods

In total, 30 moderate endurance-trained adults (15 males/15 females) completed a running test battery, 3 km of walking and running and 1.6 km of interval running, with optical HR measurement. The distance measurement test battery consisted of swimming for 500 and 1000 m, biking for 4.3 and for 36.7 km, stadium running for 3 km, walking and running for 1.6-km intervals, and off-road running for 3 and for 7.1 km. The criterion measurements consisted of HR measurement via chest strap and distance measurement via map in a 400‑m stadium and 50‑m pool. The differences between the measured HR/GPS distance data and the criterion measurement were calculated using several statistical methods.

Results

The t-test analysis of HR measurements showed significant differences during the 1.6 km of interval running (p < 0.049) over seven phases and at resting HR (RestHR; p < 0.021). The false discovery rate (FDR) calculation showed similar results (p < 0.047; p < 0.026; effect sizes interval running d > 0.67; RestHR d > 1.12). The t-test analysis of distance showed significant differences in biking (p = 0.000) and running test results (p < 0.002). The effect sizes were d < −0.47 and d > 0.72, respectively. The median absolute percentage error (MAPE) was <2.75% for biking and running and <4.50% for swimming.

Conclusion

This study showed significant inaccuracies in optical HR measurements during rapidly changing HRs in real field testing for the first time. The GPS measurements also showed significant differences, but MAPEs were negligible. Therefore, optical HR measurement should be used on a limited basis, while distance/speed control can be used without restrictions.
Literatur
Zurück zum Zitat Hurst, H. T., & Sinclair, J. (2013). Validity and reliability of 5 Hz GPS for measurement of non-linear cycling distance and velocity. International Journal of Sports Science and Engineering, 7(1), 11–16. Hurst, H. T., & Sinclair, J. (2013). Validity and reliability of 5 Hz GPS for measurement of non-linear cycling distance and velocity. International Journal of Sports Science and Engineering, 7(1), 11–16.
Zurück zum Zitat Hurst, H. T., Swarén, M., Hébert-Losier, K., Ericsson, F., Sinclair, J., Atkins, S., & Homlberg, H. (2013). GPS-based evaluation of activity profiles in elite downhill mountain biking and the influence of course type. Journal of Science and Cycling, 2(1), 20–32. Hurst, H. T., Swarén, M., Hébert-Losier, K., Ericsson, F., Sinclair, J., Atkins, S., & Homlberg, H. (2013). GPS-based evaluation of activity profiles in elite downhill mountain biking and the influence of course type. Journal of Science and Cycling, 2(1), 20–32.
Zurück zum Zitat Jo, E., Lewis, K., Directo, D., Kim, M. J., & Dolezal, B. A. (2016). Validation of biofeedback wearables for photoplethysmographic heart rate tracking. J Sports Sci Med, 15(3), 540–547.PubMedPubMedCentral Jo, E., Lewis, K., Directo, D., Kim, M. J., & Dolezal, B. A. (2016). Validation of biofeedback wearables for photoplethysmographic heart rate tracking. J Sports Sci Med, 15(3), 540–547.PubMedPubMedCentral
Zurück zum Zitat Larsson, P. (2003). Global positioning system and sport-specific testing. Sports Med, 33(15), 1093–1101.CrossRef Larsson, P. (2003). Global positioning system and sport-specific testing. Sports Med, 33(15), 1093–1101.CrossRef
Zurück zum Zitat Ross, R. M., & Jackson, A. S. (1990). Exercise concepts, calculations, and computer applications. Carmel: Benchmark Press. Ross, R. M., & Jackson, A. S. (1990). Exercise concepts, calculations, and computer applications. Carmel: Benchmark Press.
Zurück zum Zitat Sander, A., Keiner, M., Schlumberger, A., Wirth, K., & Schmidtbleicher, D. (2013). Effects of functional exercises in the warm-up on sprint performances. The Journal of Strength & Conditioning Research, 27(4), 995–1001.CrossRef Sander, A., Keiner, M., Schlumberger, A., Wirth, K., & Schmidtbleicher, D. (2013). Effects of functional exercises in the warm-up on sprint performances. The Journal of Strength & Conditioning Research, 27(4), 995–1001.CrossRef
Zurück zum Zitat Shcherbina, A., Mattsson, C. M., Waggott, D., Salisbury, H., Christle, J. W., Hastie, T., Wheeler, M. T., & Ashley, E. A. (2017). Accuracy in wrist-worn, sensor-based measurements of heart rate and energy expenditure in a diverse cohort. Journal of Personalized Medicine, 7(2), 3. https://doi.org/10.3390/jpm7020003.CrossRefPubMedCentral Shcherbina, A., Mattsson, C. M., Waggott, D., Salisbury, H., Christle, J. W., Hastie, T., Wheeler, M. T., & Ashley, E. A. (2017). Accuracy in wrist-worn, sensor-based measurements of heart rate and energy expenditure in a diverse cohort. Journal of Personalized Medicine, 7(2), 3. https://​doi.​org/​10.​3390/​jpm7020003.CrossRefPubMedCentral
Metadaten
Titel
Accuracy of optical heart rate measurement and distance measurement of a fitness tracker and their consequential use in sports
verfasst von
Mario Budig, B.A.
Volker Höltke, PhD
Michael Keiner, PhD
Publikationsdatum
04.09.2019
Verlag
Springer Berlin Heidelberg
Erschienen in
German Journal of Exercise and Sport Research / Ausgabe 4/2019
Print ISSN: 2509-3142
Elektronische ISSN: 2509-3150
DOI
https://doi.org/10.1007/s12662-019-00621-1

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