title: Accuracy of a Wrist-Worn Wearable Device for Monitoring Heart Rates in Hospital Inpatients: A Prospective Observational Study.
abstract: As the sensing capabilities of wearable devices improve, there is increasing interest in their application in medical settings. Capabilities such as heart rate monitoring may be useful in hospitalized patients as a means of enhancing routine monitoring or as part of an early warning system to detect clinical deterioration.
  
  
  
  To evaluate the accuracy of heart rate monitoring by a personal fitness tracker (PFT) among hospital inpatients.
  
  
  
  We conducted a prospective observational study of 50 stable patients in the intensive care unit who each completed 24 hours of heart rate monitoring using a wrist-worn PFT. Accuracy of heart rate recordings was compared with gold standard measurements derived from continuous electrocardiographic (cECG) monitoring. The accuracy of heart rates measured by pulse oximetry (Spo2.R) was also measured as a positive control.
  
  
  
  On a per-patient basis, PFT-derived heart rate values were slightly lower than those derived from cECG monitoring (average bias of -1.14 beats per minute [bpm], with limits of agreement of 24 bpm). By comparison, Spo2.R recordings produced more accurate values (average bias of +0.15 bpm, limits of agreement of 13 bpm, P<.001 as compared with PFT). Personal fitness tracker device performance was significantly better in patients in sinus rhythm than in those who were not (average bias -0.99 bpm vs -5.02 bpm, P=.02).
  
  
  
  Personal fitness tracker-derived heart rates were slightly lower than those derived from cECG monitoring in real-world testing and not as accurate as Spo2.R-derived heart rates. Performance was worse among patients who were not in sinus rhythm. Further clinical evaluation is indicated to see if PFTs can augment early warning systems in hospitals.
  
  
  
  ClinicalTrials.gov NCT02527408; https://clinicaltrials.gov/ct2/show/NCT02527408 (Archived by WebCite at  http://www.webcitation.org/6kOFez3on).
authors.affiliation: Department of Medicine, Queen's University, Kingston, ON, Canada.
authors.forename: Ryan R
authors.identifier: 0000-0001-5170-3062
authors.initials: RR
authors.lastname: Kroll
authors.forename: J Gordon
authors.identifier: 0000-0002-9522-2364
authors.initials: JG
authors.lastname: Boyd
authors.forename: David M
authors.identifier: 0000-0002-0765-7158
authors.initials: DM
authors.lastname: Maslove
mesh_terms: D001699:Biometry / Q000295:instrumentation*; D015331:Cohort Studies; D005260:Female; D006339:Heart Rate / Q000502:physiology*; D006801:Humans; D007297:Inpatients; D008297:Male; D008875:Middle Aged; D008991:Monitoring, Physiologic / Q000295:instrumentation*; D011446:Prospective Studies; D014953:Wrist
keywords: biometry/instrumentation; clinical trial; clothing; informatics; monitoring, physiologic