Related Experiment Video
Updated: Oct 7, 2025

12:51
Evaluation of Commercial-Off-The-Shelf Wrist Wearables to Estimate Stress on Students
Published on: June 16, 2018
7.6K
Stress Watch: The Use of Heart Rate and Heart Rate Variability to Detect Stress: A Pilot Study Using Smart Watch
Taryn Chalmers1, Blake Anthony Hickey1, Phillip Newton2
1Neuroscience Research Unit, School of Life Sciences, University of Technology Sydney, Broadway, Sydney, NSW 2007, Australia.
Sensors (Basel, Switzerland)
|January 11, 2022
Summary
Real-time stress monitoring using heart rate variability (HRV) shows promise for early intervention. However, accurately measuring stress requires considering baseline anxiety and stress levels.
Area of Science:
- Physiology
- Psychology
- Biomedical Engineering
Background:
- Chronic stress can negatively impact health, necessitating early intervention.
- Real-time stress monitoring could enable self-intervention and mitigate mental health decline.
- Understanding stress responses requires stratifying individuals by baseline stress levels.
Purpose of the Study:
- To determine if heart rate variability (HRV) changes predict acute stress response quality in different cohorts.
- To develop a physiological algorithm for stress monitoring applicable to smartwatch technology.
- To assess the influence of baseline stress on HRV changes during and after acute stress tasks.
Main Methods:
- Recruited 60 participants (30 student doctors, 30 general population).
- Utilized the Trier Stress Test to induce acute stress.
- Recorded electrocardiograms (ECGs) and inter-second heart rate (using FitBit) during resting and stress phases.
Main Results:
- Failed to identify universal patterns of HRV and heart rate (HR) changes during stress.
- Identified novel changes in HRV and HR between resting and stress states.
- Baseline anxiety and stress levels significantly influence HRV measurements.
Conclusions:
- HRV as a stress measure needs to account for baseline anxiety and stress states for accuracy.
- Future stress-monitoring algorithms must incorporate individual baseline physiological data.
- Personalized biofeedback systems could enhance stress management strategies.
More Related Videos
Related Concept Videos
Exercise Stress Test
567
Introduction
Exercise stress testing, commonly known as a treadmill test, is a noninvasive procedure used to evaluate cardiovascular function and diagnose heart conditions.
Definition
An exercise stress test measures the heart's response to exertion using a treadmill or stationary bicycle. Chest electrodes record the heart's electrical activity through an ECG, and blood pressure is monitored regularly.
Purposes
Exercise stress testing, commonly known as a treadmill test, is a noninvasive procedure used to evaluate cardiovascular function and diagnose heart conditions.
Definition
An exercise stress test measures the heart's response to exertion using a treadmill or stationary bicycle. Chest electrodes record the heart's electrical activity through an ECG, and blood pressure is monitored regularly.
Purposes
567
Factors Influencing Heart Rate
5.2K
The heart rate, or pulse rate, is a vital indicator of cardiovascular health. It reflects the number of times the heart beats per minute. Various physiological and environmental factors influence heart rate, increasing or decreasing cardiac output. Understanding these factors is crucial for assessing heart function and identifying potential health issues.
Let us explore the significant factors affecting heart rate, including age, body temperature, posture, acute pain, chemical influences,...
Let us explore the significant factors affecting heart rate, including age, body temperature, posture, acute pain, chemical influences,...
5.2K
Pulse rhythm
976
Pulse rhythm refers to the pattern of pulsations within specific intervals, offering valuable insights into the regularity or irregularity of the heart's beats as observed through the pattern of pulsation within specific intervals. A regular pulse exhibits a consistent heart rate with uniform waveforms and pulsation force, variations of which can be classified as normal, weak, or bounding.
Conversely, an irregular pulse pattern is termed dysrhythmia, stemming from disruptions in cardiac...
Conversely, an irregular pulse pattern is termed dysrhythmia, stemming from disruptions in cardiac...
976
Holter Monitor: 24-Hour Monitoring
413
Holter monitoring is a continuous electrocardiography (ECG) recording that tracks the heart's electrical activity over an extended period, generally 24 to 48 hours. This noninvasive diagnostic tool detects irregular heart rhythms that may not be captured during a standard ECG performed in a clinical setting.DeviceThe Holter monitor is a portable, small device connected to several electrodes on the patient's chest. These electrodes detect the heart's electrical signals and transmit them to the...
413
Electrocardiogram
3.7K
An electrocardiogram (ECG or EKG) is a critical diagnostic tool that records the electrical signals produced by the heart during each heartbeat. This recording is achieved through electrodes placed strategically on the arms, legs, and chest. The electrocardiograph amplifies these signals and produces 12 distinct tracings, offering a comprehensive understanding of the heart's electrical activity.
Three major waveforms are present in a typical ECG recording: the P wave, the QRS complex, and...
Three major waveforms are present in a typical ECG recording: the P wave, the QRS complex, and...
3.7K
Equipments Used To Measure Blood Pressure
2.6K
Direct Method
This invasive approach involves cannulating a peripheral artery. During each cardiac contraction, pressure generates mechanical motion within the catheter, transmitted through rigid, fluid-filled tubing to a transducer. This transducer converts mechanical motion into electrical signals displayed as waveforms on a monitor. An automatic flushing system prevents blood backflow. Due to the potential risk of unexpected arterial blood loss, this method is primarily used in intensive...
This invasive approach involves cannulating a peripheral artery. During each cardiac contraction, pressure generates mechanical motion within the catheter, transmitted through rigid, fluid-filled tubing to a transducer. This transducer converts mechanical motion into electrical signals displayed as waveforms on a monitor. An automatic flushing system prevents blood backflow. Due to the potential risk of unexpected arterial blood loss, this method is primarily used in intensive...
2.6K

