Abstract
This study aimed to examine the validity of Pulse Express PRO, a free mobile application for measurement of heart rate variability (HRV). Thirty healthy male volunteers underwent simultaneous 5‑min seated HRV recording from lead II electrocardiogram (ECG) and Pulse Express PRO (PE PRO). The raw R‑R data after 5‑min recording (PE PROraw) and HRV values displayed on smartphone PE PRO screen (PE PROdisplay) were examined using the ECG data as criterion. HRV measures that were evaluated included the standard deviation of normal-to-normal intervals (SDNN), root mean square of the successive differences in R‑R intervals (RMSSD), normalized low frequency of power spectrum (LFnu), normalized high frequency of power spectrum (HFnu), and LF/HF ratio. Concurrent criterion validity was established from the typical error of estimate (TEE) of linear regression and Pearson’s correlation coefficient (r). Results revealed that HRV values (SDNN: TEE = 0.24, r = 1.00; RMSSD: TEE = 0.92, r = 1.00; LFnu: TEE = 0.75, r = 1.00, HFnu: TEE = 0.75, r = 1.00; LF/HF: TEE = 0.08, r = 1.00) in PE PROraw posted acceptable validity. On the other hand, only RMSSD (TEE = 1.05, r = 1.00) in PE PROdisplay was a valid HRV index. Thus, PE PRO can serve as an alternative tool for assessment of autonomic modulation.
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References
The Apache Software Foundation. (2020). Class fastfouriertransformer. Retrieved from. https://commons.apache.org/proper/commons-math/javadocs/api-3.4/org/apache/commons/math3/transform/FastFourierTransformer.html?fbclid=IwAR3CtoXKvYz7BP4D80P67K5o1n9WrQUW1Jlb7LaXELW_CDnON3phjYjxaF4. Accessed 15 Nov 2020.
Barrero, A., Schnell, F., Carraultm, G., Matelot, D., Carré, F., & Le Douairon, L. (2019). Daily fatigue-recovery balance monitoring with heart rate variability in well-trained female cyclists on the Tour de France circuit. PLoS One, 14, e213472.
Billman, G. E., Hiukuri, H. V., Sacha, J., Sacha, J., & Trimmel, K. (2015). An introduction to heart rate variability: methodological considerations and clinical applications. Frontiers in Physiology, 6, 55.
Boos, C. J., Bakker-Dyos, J., Watchorn, J., Woods, D. R., O’Hara, J. P., & Macconnachie, L. (2017). A comparison of two methods of heart rate variability assessment at high altitude. Clinical Physiology and Functional Imagingl Funct Imaging. Mellor, A., 37(6), 582–587.
Bosquet, L., Merkari, S., Arvisais, D., & Aubert, A. E. (2008). Is heart rate a convenient tool to monitor over-reaching? a systematic review of the literature. British Journal of Sports Medicine, 42(9), 709–714.
Boullosa, D. A., Abreu, L., Nakamura, F. Y., Muñoz, V. E., Domínguez, E., & Leicht, A. (2013) Cardiac autonomic adaptations in elite spanish soccer players during pre-season. International Journal of Sports Physiology and Performance, 8(4), 400–409.
Buchheit, M. (2014). Monitoring training status with HR measures: do all roads lead to rome? Frontiers in Physiology, 5, 73.
Burr, R. L. (2007). Interpretation of normalized spectral heart rate variability indices in sleep research: a critical review. Sleep, 30(7), 913–919.
Düking, P., Fuss, F. K., Holmberg, H. C., & Sperlich, B. (2018). Recommendations for assessment of the reliability, sensitivity, and validity of data provided by wearable sensors designed for monitoring physical activity. JMIR Mhealth Uhealth, 6(4), e12.
Esco, M. R., Flatt, A. A., & Nakamura, F. Y. (2017). Agreement between a smartphone pulse sensor application and electrocardiography for determining lnRMSSD. Journal of Strength and Conditioning Research, 31(2), 380–385.
Flatt, A. A., & Esco, M. R. (2013). Validity of the ithleteTM smartphone application for determining ultra-short-term heart rate variability. Journal of Human Kinetics, 39, 85–92.
Google Developers. (2020). Bluetooth overview. Retrieved from: https://developer.android.com/guide/topics/connectivity/Bluetooth Accessed November 15, 2020
Heathers, J. A. J. (2013). Smartphone-enabled pulse rate variability: an alternative method for the collection of heart rate variability in psychophysiological research. International Journal of Psychophysiology, 89(3), 297–304.
Hill, L. K., & Siebenbrock, A. (2009). Are all measures created equal? heart rate variability and respiration—biomed 2009. Biomed Sciences. Instrumentation, 45, 71–76.
Hopkins, W. (2015). Spreadsheets for analysis of validity and reliability. Sportsscience, 19, 36–42.
Hopkins, W. A. (2002). A scale of magnitudes for effect statistics. Retrieved from http://www.sportsci.org/resource/stats/effectmag.html. Accessed 3 July 2019.
Kim, H. G., Cheon, E. J., Bai, D. S., Lee, Y. W., & Koo, B. H. (2018). Stress and heart rate variability: a meta-analysis and review of literature. Psychiatry Investigation, 15(3), 235–245.
Mourot, L., Bouhaddi, M., Perry, S., Cappelle, S., Henriet, M.T., Wolf, J.P., … Regnard, J. (2004). Decrease in heart rate variability with overtraining: assessment by the Poincaré plot analysis. Clinical Physiology and Functional Imaging, 24(1), 10–18.
Nunan, D., Sandercock, G. R., & Brodie, D. A. (2010). A quantitative systematic review of normal values of heart rate variability in healthy adults. Pacing Clinical Electrophysiology, 33(11), 1407–1417.
Perrotta, A. S., Jeklin, A. T., Hives, B. A., Meanwell, L. E., & Warburton, D. E. R. (2017). Validity of Elite HRV smartphone application for examining heart rate variability in a field-based setting. Journal of Strength and Conditioning Research, 31(8), 2296–2302.
Plews, D. J., Scott, B., Altini, M., Wood, M., Kilding, A. E., & Laursen, P. B. (2017). Comparison on heart-rate variability recording with with smartphone photoplethysmography, Polar H7 chest strap, and electrocardiography. International Journal of Sports Physiology and Performance, 12(10), 1324–1328.
Shaffer, F., & Ginsberg, J. P. (2017). An overview of heart rate variability metrics and norms. Frontiers in Public Health, 5, 258.
Smith, T., & Hopkins, W. (2012). Measures of rowing performance. Sports Medicine, 42(4), 343–358.
Smith, T. B., & Hopkins, W. G. (2011). Variability and predictability of finals times of elite rowers. Medicine and Science in Sports and Exercise, 43(11), 2155–2160.
Steffen, P. R., Austin, T., DeBarros, A., & Brown, T. (2017). The impact of resonance frequency breathing on measures of heart rate variability, blood pressure, and mood. Frontiers in Public Health, 5, 222.
Tarvainen, M. P., Niskanen, J. P., Lipponen, J. A., Ranta-Aho, P. O., & Karjalainen, P. A. (2014). Kubios HRV-heart rate variability analysis software. Computer Methods and Programs in Biomedicine, 113(1), 210–220.
Tarvainen, M. P., Ranta-Aho, P. O., & Karialainen, P. A. (2002). An advanced detrending method with application to HRV analysis. IEEE Transactions in Bio-medical. Engineering, 49(2), 172–175.
Task Force. (1996). Heart rate variability: standards for measurement, physiological interpretation, and clinical use. Circulation, 93(5), 1043–1065.
Thiel, C., Vogt, L., Bürklein, M., Rosenhagen, A., Hübscher, M., & Banzer, W. (2011). Functional overreaching during preparation training of elite tennis professionals. Journal of Human Kinetics, 28, 79–89.
Tian, Y., He, Z.H., Zaho, J.X., Tao, D.L., Ky, X., Earneest, C.P., … Mc Naughton, L.R. (2012). Heart rate variability threshold values for early-warning non-functional overreaching in elite women wrestlers. Journal of Strength Conditioning Research, 26(6), 1511–1519.
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J.C. Pagaduan and Y.‑S. Chen declare that they have no competing interests.
All procedures performed in studies involving human participants or on human tissue were in accordance with the ethical standards of the institutional and/or national research committee and with the 1975 Helsinki declaration and its later amendments or comparable ethical standards. This research was also reviewed and approved by University of Taipei Ethics Committee (UT-IRB-2019-005). Informed consent was obtained from all individual participants included in the study.
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Pagaduan, J.C., Chen, YS. Validity of Pulse Express PRO in measurement of heart rate variability. Ger J Exerc Sport Res 51, 156–159 (2021). https://doi.org/10.1007/s12662-021-00708-8
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DOI: https://doi.org/10.1007/s12662-021-00708-8