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

被引:12
作者
Holmes, Clifton J. [1 ,2 ]
Fedewa, Michael V. [2 ]
Winchester, Lee J. [2 ]
MacDonald, Hayley V. [2 ]
Wind, Stefanie A. [2 ]
Esco, Michael R. [2 ]
机构
[1] Washington Univ, Sch Med, Program Phys Therapy, St Louis, MO 63110 USA
[2] Univ Alabama, Dept Kinesiol, Tuscaloosa, AL 35487 USA
关键词
photoplethysmography; autonomic modulation; pulse rate variability; mobile devices; fatigue; recovery; PULSE-RATE VARIABILITY; TRAINING ADAPTATION; RESISTANCE EXERCISE; PHOTOPLETHYSMOGRAPHY; POSTEXERCISE; AGREEMENT;
D O I
10.3390/s20205738
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
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), REPre1 (0.26), REPre2 (0.36), and REPost (1.14). The correlations ranged from moderate to very large: Base(Pre1) (r = 0.59), Base(Pre2) (r = 0.63), REPre1 (r = 0.63), REPre2 (r = 0.76), and REPost (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.
引用
收藏
页码:1 / 13
页数:13
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