The Accuracy of Wearable Photoplethysmography Sensors for Telehealth Monitoring: A Scoping Review
- PMID: 36288566
- DOI: 10.1089/tmj.2022.0182
The Accuracy of Wearable Photoplethysmography Sensors for Telehealth Monitoring: A Scoping Review
Abstract
Background and Objectives: Photoplethysmography (PPG) sensors have been increasingly used for remote patient monitoring, especially during the COVID-19 pandemic, for the management of chronic diseases and neurological disorders. There is an urgent need to evaluate the accuracy of these devices. This scoping review considers the latest applications of wearable PPG sensors with a focus on studies that used wearable PPG sensors to monitor various health parameters. The primary objective is to report the accuracy of the PPG sensors in both real-world and clinical settings. Methods: This scoping review was conducted in accordance with Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA). Studies were identified by querying the Medline, Embase, IEEE, and CINAHL databases. The goal was to capture eligible studies that used PPG sensors to monitor various health parameters for populations with a minimum of 30 participants, with at least some of the population having relevant health issues. A total of 2,996 articles were screened and 28 are included in this review. Results: The health parameters and disorders identified and investigated in this study include heart rate and heart rate variability, atrial fibrillation, blood pressure (BP), obstructive sleep apnea, blood glucose, heart failure, and respiratory rate. An overview of the algorithms used, and their limitations is provided. Conclusion: Some of the barriers identified in evaluating the accuracy of multiple types of wearable devices include the absence of reporting standard accuracy metrics and a general paucity of studies with large subject size in real-world settings, especially for parameters such as BP.
Keywords: COVID; pulse oximetry; telehealth; wearable devices; wearable sensors.
Similar articles
-
Photoplethysmography Enabled Wearable Devices and Stress Detection: A Scoping Review.J Pers Med. 2022 Oct 31;12(11):1792. doi: 10.3390/jpm12111792. J Pers Med. 2022. PMID: 36579537 Free PMC article.
-
Physiological Sensors Equipped in Wearable Devices for Management of Long COVID Persisting Symptoms: Scoping Review.J Med Internet Res. 2025 Mar 26;27:e69506. doi: 10.2196/69506. J Med Internet Res. 2025. PMID: 40137051 Free PMC article.
-
Effects of Missing Data on Heart Rate Variability Measured From A Smartwatch: Exploratory Observational Study.JMIR Form Res. 2025 Feb 24;9:e53645. doi: 10.2196/53645. JMIR Form Res. 2025. PMID: 39993288 Free PMC article.
-
The Impact of Wearable Technologies in Health Research: Scoping Review.JMIR Mhealth Uhealth. 2022 Jan 25;10(1):e34384. doi: 10.2196/34384. JMIR Mhealth Uhealth. 2022. PMID: 35076409 Free PMC article.
-
Accuracy of Wearable Photoplethysmography Sensors for Continuous Heart Rate Monitoring in Telehealth Applications.Stud Health Technol Inform. 2022 May 16;293:205-211. doi: 10.3233/SHTI220370. Stud Health Technol Inform. 2022. PMID: 35592983
Cited by
-
Evaluation of a Breath-Indicating Device for Enhanced Respiratory Monitoring and Apnea Detection in Postoperative Care: A Comparative Study.Cureus. 2025 Apr 7;17(4):e81846. doi: 10.7759/cureus.81846. eCollection 2025 Apr. Cureus. 2025. PMID: 40337560 Free PMC article.
-
Healthcare delivery in the arctic-telehealth prospects.Int J Circumpolar Health. 2025 Dec;84(1):2438429. doi: 10.1080/22423982.2024.2438429. Epub 2024 Dec 17. Int J Circumpolar Health. 2025. PMID: 39689265 Free PMC article. Review.
-
Photoplethysmography Enabled Wearable Devices and Stress Detection: A Scoping Review.J Pers Med. 2022 Oct 31;12(11):1792. doi: 10.3390/jpm12111792. J Pers Med. 2022. PMID: 36579537 Free PMC article.
-
Biostrap Kairos Wristband Versus Electrocardiography for Resting Heart Rate Variability Assessment.Sensors (Basel). 2025 May 17;25(10):3165. doi: 10.3390/s25103165. Sensors (Basel). 2025. PMID: 40431957 Free PMC article.
-
Introducing a Remote Patient Monitoring Usability Impact Model to Overcome Challenges.Sensors (Basel). 2024 Jun 19;24(12):3977. doi: 10.3390/s24123977. Sensors (Basel). 2024. PMID: 38931760 Free PMC article. Review.
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Medical