Related Experiment Video
Updated: Feb 28, 2026

A Community-based Stress Management Program: Using Wearable Devices to Assess Whole Body Physiological Responses in Non-laboratory Settings
Published on: January 22, 2018
Disconnection Between Self-Reported Wellbeing and Heart Rate Variability from Wearables
Corey T Ungaro1, Anthony S Wolfe2, Zadok J Isaacs2
1Gatorade Sports Science Institute, PepsiCo R&D, Chicago, IL 60607, USA.
Daily feelings of energy may not align with heart rate variability (HRV) metrics. This suggests caution is needed when using subjective readiness for personalized health recommendations based on HRV.
Area of Science:
- Sports Medicine
- Physiology
- Wearable Technology
Background:
- Heart rate variability (HRV) is a biometric used to assess physiological readiness.
- Subjective self-reports are also used to gauge daily readiness.
- The correlation between subjective readiness and objective HRV requires further investigation.
Purpose of the Study:
- To investigate the association between self-reported emotional and mental readiness and overnight resting heart rate variability (HRV).
- To determine if subjective feelings of stress, nervousness, or energy correlate with objective HRV measurements.
Main Methods:
- Utilized activity tracker data from 39 participants (21 males, 18 females) over three months.
- Collected data on HRV, resting heart rate, sleep metrics, and daily self-reported factors including stress, nervousness, and energy levels.
- Analyzed associations between self-reported feelings and overnight resting HRV.
Main Results:
- No significant association was found between self-reported stress or nervousness and HRV.
- A significant negative association was observed between feeling energized and HRV (p < 0.01).
- Participants reporting feeling energized had lower HRV compared to those not feeling energized.
Conclusions:
- Subjective feelings of readiness may not accurately reflect objective biometric data like HRV.
- Readiness scores and personalized health recommendations should consider potential discrepancies between subjective reports and HRV.
- Caution is advised when relying solely on HRV-based recommendations for health and wellness guidance.
Related Concept Videos
Factors Influencing Heart Rate
Let us explore the significant factors affecting heart rate, including age, body temperature, posture, acute pain, chemical influences,...
Correlation between ECG and Cardiac Cycle
A cardiac action potential originates in the SA node and spreads throughout the atria and the AV node in approximately 0.03 seconds. This results in the P wave in an ECG and triggers atrial contraction. The action potential is then briefly slowed at the AV node, allowing the atria to contract and fill the ventricles with blood before...
Disturbances in Heart Rhythm
Arrhythmias are categorized by their speed, rhythm, and origin. A slow heart...
Pulse rhythm
Conversely, an irregular pulse pattern is termed dysrhythmia, stemming from disruptions in cardiac...
Assessment of radial pulse
The radial pulse, located at the wrist, is often the preferred site for assessing peripheral pulse because of its accessibility and dependability. The process of determining the radial pulse involves several steps:
Assessment of the Cardiovascular System I: Subjective Data
Initial Enquiry
Ask the patient about their primary concern and thoroughly explore all reported symptoms.
Medical History
Investigate past illnesses affecting the cardiovascular system, such as angina, anemia, rheumatic fever, congenital heart disease, stroke, thrombophlebitis, dysrhythmias, varicosities
Inquire about symptoms...

