Validity of Smartphone Heart Rate Variability Pre-and Post-Resistance Exercise

Sensors

Stefanie A. Wind¹  Michael R. Esco¹  Hayley V. MacDonald¹  Michael V. Fedewa¹  Lee J. Winchester¹  Clifton J. Holmes² 

[1] Department of Kinesiology, University of Alabama, Tuscaloosa, AL 35487, USA;Program in Physical Therapy, Washington University School of Medicine, St. Louis, MO 63110, USA;

关键词: photoplethysmography;    autonomic modulation;    pulse rate variability;    mobile devices;    fatigue;    recovery;   

DOI  :  10.3390/s20205738

来源: DOAJ

【 摘 要 】

The aim was to examine the validity of heart rate variability (HRV) measurements from photoplethysmography (PPG) via a smartphone application pre- and post-resistance exercise (RE) and to examine the intraday and interday reliability of the smartphone PPG method. Thirty-one adults underwent two simultaneous ultrashort-term electrocardiograph (ECG) and PPG measurements followed by 1-repetition maximum testing for back squats, bench presses, and bent-over rows. The participants then performed RE, where simultaneous ultrashort-term ECG and PPG measurements were taken: two pre- and one post-exercise. The natural logarithm of the root mean square of successive normal-to-normal (R-R) differences (LnRMSSD) values were compared with paired-sample t-tests, Pearson product correlations, Cohen’s d effect sizes (ESs), and Bland–Altman analysis. Intra-class correlations (ICC) were determined between PPG LnRMSSDs. Significant, small–moderate differences were found for all measurements between ECG and PPG: Base_Pre1 (ES = 0.42), Base_Pre2 (0.30), RE_Pre1 (0.26), RE_Pre2 (0.36), and RE_Post (1.14). The correlations ranged from moderate to very large: Base_Pre1 (r = 0.59), Base_Pre2 (r = 0.63), RE_Pre1 (r = 0.63), RE_Pre2 (r = 0.76), and RE_Post (r = 0.41)—all p < 0.05. The agreement for all the measurements was “moderate” (0.10–0.16). The PPG LnRMSSD exhibited “nearly-perfect” intraday reliability (ICC = 0.91) and “very large” interday reliability (0.88). The smartphone PPG was comparable to the ECG for measuring HRV at rest, but with larger error after resistance exercise.

【 授权许可】

Unknown