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Validity of Smartphone Heart Rate Variability Pre- and Post-Resistance Exercise
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 simu...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7600564/ https://www.ncbi.nlm.nih.gov/pubmed/33050249 http://dx.doi.org/10.3390/s20205738 |
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author | Holmes, Clifton J. Fedewa, Michael V. Winchester, Lee J. MacDonald, Hayley V. Wind, Stefanie A. Esco, Michael R. |
author_facet | Holmes, Clifton J. Fedewa, Michael V. Winchester, Lee J. MacDonald, Hayley V. Wind, Stefanie A. Esco, Michael R. |
author_sort | Holmes, Clifton J. |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-7600564 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-76005642020-11-01 Validity of Smartphone Heart Rate Variability Pre- and Post-Resistance Exercise Holmes, Clifton J. Fedewa, Michael V. Winchester, Lee J. MacDonald, Hayley V. Wind, Stefanie A. Esco, Michael R. Sensors (Basel) Article 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. MDPI 2020-10-09 /pmc/articles/PMC7600564/ /pubmed/33050249 http://dx.doi.org/10.3390/s20205738 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Holmes, Clifton J. Fedewa, Michael V. Winchester, Lee J. MacDonald, Hayley V. Wind, Stefanie A. Esco, Michael R. Validity of Smartphone Heart Rate Variability Pre- and Post-Resistance Exercise |
title | Validity of Smartphone Heart Rate Variability Pre- and Post-Resistance Exercise |
title_full | Validity of Smartphone Heart Rate Variability Pre- and Post-Resistance Exercise |
title_fullStr | Validity of Smartphone Heart Rate Variability Pre- and Post-Resistance Exercise |
title_full_unstemmed | Validity of Smartphone Heart Rate Variability Pre- and Post-Resistance Exercise |
title_short | Validity of Smartphone Heart Rate Variability Pre- and Post-Resistance Exercise |
title_sort | validity of smartphone heart rate variability pre- and post-resistance exercise |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7600564/ https://www.ncbi.nlm.nih.gov/pubmed/33050249 http://dx.doi.org/10.3390/s20205738 |
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