Literature DB >> 27803634

Validation of Biofeedback Wearables for Photoplethysmographic Heart Rate Tracking.

Edward Jo1, Kiana Lewis1, Dean Directo1, Michael J Kim1, Brett A Dolezal2.   

Abstract

The purpose of this study was to examine the validity of HR measurements by two commercial-use activity trackers in comparison to ECG. Twenty-four healthy participants underwent the same 77-minute protocol during a single visit. Each participant completed an initial rest period of 15 minutes followed by 5 minute periods of each of the following activities: 60W and 120W cycling, walking, jogging, running, resisted arm raises, resisted lunges, and isometric plank. In between each exercise task was a 5-minute rest period. Each subject wore a Basis Peak (BPk) on one wrist and a Fitbit Charge HR (FB) on the opposite wrist. Criterion measurement of HR was administered by 12-lead ECG. Time synced data from each device and ECG were concurrently and electronically acquired throughout the entire 77-minute protocol. When examining data in aggregate, there was a strong correlation between BPk and ECG for HR (r = 0.92, p < 0.001) with a mean bias of -2.5 bpm (95% LoA 19.3, -24.4). The FB demonstrated a moderately strong correlation with ECG for HR (r = 0.83, p < 0.001) with an average mean bias of -8.8 bpm (95% LoA 24.2, -41.8). During physical efforts eliciting ECG HR > 116 bpm, the BPk demonstrated an r = 0.77 and mean bias = -4.9 bpm (95% LoA 21.3, -31.0) while the FB demonstrated an r = 0.58 and mean bias = -12.7 bpm (95% LoA 28.6, -54.0). The BPk satisfied validity criteria for HR monitors, however showed a marginal decline in accuracy with increasing physical effort (ECG HR > 116 bpm). The FB failed to satisfy validity criteria and demonstrated a substantial decrease in accuracy during higher exercise intensities.

Entities:  

Keywords:  Photoplethysmography; biosensor; biotechnology; cardiovascular; fitness

Year:  2016        PMID: 27803634      PMCID: PMC4974868     

Source DB:  PubMed          Journal:  J Sports Sci Med        ISSN: 1303-2968            Impact factor:   2.988


  17 in total

1.  Influence of contact forces on wrist photoplethysmography--prestudy for a wearable patient monitor.

Authors:  D Rafolt; E Gallasch
Journal:  Biomed Tech (Berl)       Date:  2004 Jan-Feb       Impact factor: 1.411

2.  The effect of contacting force on photoplethysmographic signals.

Authors:  X F Teng; Y T Zhang
Journal:  Physiol Meas       Date:  2004-10       Impact factor: 2.833

Review 3.  Photoplethysmography and its application in clinical physiological measurement.

Authors:  John Allen
Journal:  Physiol Meas       Date:  2007-02-20       Impact factor: 2.833

4.  Simultaneous monitoring of heart rate and motion to assess energy expenditure.

Authors:  A Luke; K C Maki; N Barkey; R Cooper; D McGee
Journal:  Med Sci Sports Exerc       Date:  1997-01       Impact factor: 5.411

5.  Evaluation of wearable consumer heart rate monitors based on photopletysmography.

Authors:  Jakub Parak; Ilkka Korhonen
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2014

6.  Evaluation of accelerometer based multi-sensor versus single-sensor activity recognition systems.

Authors:  Lei Gao; A K Bourke; John Nelson
Journal:  Med Eng Phys       Date:  2014-03-11       Impact factor: 2.242

7.  Motion limitations of non-contact photoplethysmography due to the optical and topological properties of skin.

Authors:  M J Butler; J A Crowe; B R Hayes-Gill; P I Rodmell
Journal:  Physiol Meas       Date:  2016-04-21       Impact factor: 2.833

8.  Statistical methods for assessing agreement between two methods of clinical measurement.

Authors:  J M Bland; D G Altman
Journal:  Lancet       Date:  1986-02-08       Impact factor: 79.321

Review 9.  Behavior change techniques implemented in electronic lifestyle activity monitors: a systematic content analysis.

Authors:  Elizabeth J Lyons; Zakkoyya H Lewis; Brian G Mayrsohn; Jennifer L Rowland
Journal:  J Med Internet Res       Date:  2014-08-15       Impact factor: 5.428

10.  Accuracy of Heart Rate Watches: Implications for Weight Management.

Authors:  Matthew P Wallen; Sjaan R Gomersall; Shelley E Keating; Ulrik Wisløff; Jeff S Coombes
Journal:  PLoS One       Date:  2016-05-27       Impact factor: 3.240

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  50 in total

1.  Validation of a Self-Monitoring Tool for Use in Exercise Therapy.

Authors:  Camilla S Powierza; Michael D Clark; Jaime M Hughes; Kevin A Carneiro; Jason P Mihalik
Journal:  PM R       Date:  2017-04-09       Impact factor: 2.298

Review 2.  Guidelines for wrist-worn consumer wearable assessment of heart rate in biobehavioral research.

Authors:  Benjamin W Nelson; Carissa A Low; Nicholas Jacobson; Patricia Areán; John Torous; Nicholas B Allen
Journal:  NPJ Digit Med       Date:  2020-06-26

Review 3.  How consumer physical activity monitors could transform human physiology research.

Authors:  Stephen P Wright; Tyish S Hall Brown; Scott R Collier; Kathryn Sandberg
Journal:  Am J Physiol Regul Integr Comp Physiol       Date:  2017-01-04       Impact factor: 3.619

4.  A Machine Learning Approach to Classifying Self-Reported Health Status in a Cohort of Patients With Heart Disease Using Activity Tracker Data.

Authors:  Yiwen Meng; William Speier; Chrisandra Shufelt; Sandy Joung; Jennifer E Van Eyk; C Noel Bairey Merz; Mayra Lopez; Brennan Spiegel; Corey W Arnold
Journal:  IEEE J Biomed Health Inform       Date:  2019-06-11       Impact factor: 5.772

5.  Monte Carlo analysis of optical heart rate sensors in commercial wearables: the effect of skin tone and obesity on the photoplethysmography (PPG) signal.

Authors:  Tananant Boonya-Ananta; Andres J Rodriguez; V N Du Le; Jessica C Ramella-Roman
Journal:  Biomed Opt Express       Date:  2021-11-10       Impact factor: 3.732

6.  Establishing a Global Standard for Wearable Devices in Sport and Exercise Medicine: Perspectives from Academic and Industry Stakeholders.

Authors:  Garrett I Ash; Matthew Stults-Kolehmainen; Michael A Busa; Allison E Gaffey; Konstantinos Angeloudis; Borja Muniz-Pardos; Robert Gregory; Robert A Huggins; Nancy S Redeker; Stuart A Weinzimer; Lauren A Grieco; Kate Lyden; Esmeralda Megally; Ioannis Vogiatzis; LaurieAnn Scher; Xinxin Zhu; Julien S Baker; Cynthia Brandt; Michael S Businelle; Lisa M Fucito; Stephanie Griggs; Robert Jarrin; Bobak J Mortazavi; Temiloluwa Prioleau; Walter Roberts; Elias K Spanakis; Laura M Nally; Andre Debruyne; Norbert Bachl; Fabio Pigozzi; Farzin Halabchi; Dimakatso A Ramagole; Dina C Janse van Rensburg; Bernd Wolfarth; Chiara Fossati; Sandra Rozenstoka; Kumpei Tanisawa; Mats Börjesson; José Antonio Casajus; Alex Gonzalez-Aguero; Irina Zelenkova; Jeroen Swart; Gamze Gursoy; William Meyerson; Jason Liu; Dov Greenbaum; Yannis P Pitsiladis; Mark B Gerstein
Journal:  Sports Med       Date:  2021-09-01       Impact factor: 11.928

7.  Review of Validity and Reliability of Garmin Activity Trackers.

Authors:  Kelly R Evenson; Camden L Spade
Journal:  J Meas Phys Behav       Date:  2020-06

8.  Recommendations for determining the validity of consumer wearable heart rate devices: expert statement and checklist of the INTERLIVE Network.

Authors:  Jan M Mühlen; Julie Stang; Esben Lykke Skovgaard; Pedro B Judice; Pablo Molina-Garcia; William Johnston; Luís B Sardinha; Francisco B Ortega; Brian Caulfield; Wilhelm Bloch; Sulin Cheng; Ulf Ekelund; Jan Christian Brønd; Anders Grøntved; Moritz Schumann
Journal:  Br J Sports Med       Date:  2021-01-04       Impact factor: 13.800

9.  Heart rate detection by Fitbit ChargeHR : A validation study versus portable polysomnography.

Authors:  Davide Benedetti; Umberto Olcese; Paolo Frumento; Andrea Bazzani; Simone Bruno; Paola d'Ascanio; Michelangelo Maestri; Enrica Bonanni; Ugo Faraguna
Journal:  J Sleep Res       Date:  2021-04-10       Impact factor: 5.296

Review 10.  Accuracy and Precision of Energy Expenditure, Heart Rate, and Steps Measured by Combined-Sensing Fitbits Against Reference Measures: Systematic Review and Meta-analysis.

Authors:  Guillaume Chevance; Natalie M Golaszewski; Elizabeth Tipton; Eric B Hekler; Matthew Buman; Gregory J Welk; Kevin Patrick; Job G Godino
Journal:  JMIR Mhealth Uhealth       Date:  2022-04-13       Impact factor: 4.947

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