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Calculating Heart Rate Variability from ECG Data from Youth with Cerebral Palsy During Active Video Game Sessions
Published on: June 5, 2019
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Measure by measure: Resting heart rate across the 24-hour cycle
Cathy Speed1,2,3, Thomas Arneil1, Robert Harle1,4
1Google, Mountain View, California, United States of America.
PLOS Digital Health
|April 28, 2023
Summary
Resting heart rate (RHR) is lower at night than during the day, with the lowest values occurring between 3-7 AM. Wrist-worn photoplethysmography (PPG) devices can reliably measure RHR after 4 minutes of inactivity.
Area of Science:
- Cardiovascular physiology
- Biomedical engineering
- Wearable technology
Background:
- Resting heart rate (RHR) is a key health biomarker, but lacks standardized measurement criteria.
- Photoplethysmography (PPG) sensors in wrist-worn devices offer continuous, real-world HR monitoring.
- This study addresses the need for a defined RHR measurement protocol.
Purpose of the Study:
- To establish a working definition and accurate measurement method for RHR using wrist-worn PPG devices.
- To investigate the circadian variation of RHR over a 24-hour cycle.
- To determine the optimal duration of inactivity for reliable RHR measurement.
Main Methods:
- 433 healthy subjects wore wrist devices measuring activity and HR for up to 3 months.
- HR during inactivity was recorded to determine stabilization time.
- Lowest daily HR (true RHR) and its timing were identified, with analysis stratified by activity levels.
Main Results:
- HR stabilized within 4 minutes of inactivity for most subjects.
- Mean RHR was 54.5 bpm during the day and 50.5 bpm at night.
- Lowest RHR values occurred between 0300-0700 hours, particularly in less active individuals.
Conclusions:
- RHR measured by wrist-worn PPG devices exhibits significant diurnal variation, being lower at night.
- A circadian rhythm in HR during inactivity is confirmed.
- A minimum rest period of 4 minutes ensures reliable RHR measurement, best taken between 0300-0700 hours.
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