Related Experiment Video
Updated: Sep 18, 2025

Calculating Heart Rate Variability from ECG Data from Youth with Cerebral Palsy During Active Video Game Sessions
Published on: June 5, 2019
Non-linear heart rate variability is sensitive to exercise duration but not indicative of acute performance decrement
Oluwatimilehin O Ajayi1, Cody R van Rassel1, Matt J Jordan1
1Faculty of Kinesiology, University of Calgary, Calgary, AB, T2N 1N4, Canada.
Purpose:
The short-term scaling exponent alpha 1 (DFA α1), derived from detrended fluctuation analysis of heart rate variability, quantifies self-similarity within interbeat interval time-series data. In exercise physiology, DFA α1 has primarily been studied during incremental exercise, but less is known about its application to training load. We examined the effect of exercise duration on DFA α1, relationships between DFA α1 and internal training load metrics, and the repeatability of DFA α1.
Methods:
After performing a baseline ramp incremental test and time to task failure (TTF) trial, 15 (10M and 5F) healthy recreationally active participants performed 20-min and 40-min constant-work rate tests (CWR20 and CWR40), each followed 5 min later by a TTF trial. DFA α1 was measured during each session and at a fixed, moderate intensity (MOD) before and after CWR and TTF trials.
Results:
DFA α1 decreased significantly during CWR40 (p < 0.001) and was lower at the end of CWR40 compared to CWR20 (p < 0.001). DFA α1 measured during MOD significantly decreased (p < 0.001) after CWR20 and CWR40, with a larger decrease after CWR40 (p = 0.018). The decrease in TTF relative to baseline (i.e., acute performance decrement) and training load metrics were greater for CWR40 than CWR20 (p < 0.001); however, these metrics were not correlated with DFA α1. Nevertheless, DFA α1 was repeatable across days.
Conclusion:
DFA α1 measured during or in proximity to a task was sensitive to exercise duration but unrelated to individual differences in internal training load, indicating further refinement is needed.
More Related Videos
05:48Autonomic Function Following Concussion in Youth Athletes: An Exploration of Heart Rate Variability Using 24-hour Recording Methodology
Published on: September 21, 2018
07:40Impact of High-intensity Interval Exercise and Moderate-Intensity Continuous Exercise on the Cardiac Troponin T Level at an Early Stage of Training
Published on: October 10, 2019
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,...
Cardiac Output I:Effect of Heart Rate on Cardiac Output
Cardiac output (CO) refers to the total amount of blood ejected by one of the ventricles in liters per minute (L/min). In a resting adult, CO ranges from 5 to 6 L/min, adjusting according to the body's metabolic requirements.
Effect of Heart Rate on Cardiac Output
Cardiac output adapts to metabolic demands during stress, physical activity, or illness. The autonomic nervous system regulates heart rate via the sinoatrial node. The parasympathetic nervous system decreases heart...
Exercise and Cardiovascular Response
Light to moderate physical activity initiates a series of interconnected responses in the body. The heart rate modestly increases in anticipation of the workout, followed by widespread vasodilation as oxygen consumption by skeletal muscles increases. This results in decreased peripheral resistance, increased capillary blood flow, and accelerated...
Pathophysiology of Cardiac Performance
Exercise Stress Test
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
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...