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Updated: Mar 27, 2026

Calculating Heart Rate Variability from ECG Data from Youth with Cerebral Palsy During Active Video Game Sessions
Published on: June 5, 2019
Heart rate variability and self-control--A meta-analysis.
Daniela Zahn1, Johanna Adams2, Jeanette Krohn3
1Johannes Gutenberg-University Mainz, Health Psychology, Binger Str. 14-16, D-55122 Mainz, Germany.
Heart rate variability (HRV) shows a modest link to self-control. This meta-analysis found a positive association, but results should be viewed cautiously due to potential publication bias.
Area of Science:
- Psychology
- Psychophysiology
- Behavioral Science
Background:
- Heart rate variability (HRV) is proposed as a biological marker for self-control.
- Existing research shows inconsistent findings regarding the strength and direction of the HRV-self-control relationship.
Purpose of the Study:
- To meta-analyze the association between resting heart rate variability and self-control in laboratory settings.
- To investigate potential moderating factors, including task characteristics, HRV assessment methods, and demographics.
Main Methods:
- A meta-analysis integrating data from 26 studies (132 effect sizes) with 2317 participants.
- Random effects model with robust variance estimation was employed.
- Meta-regressions were used to explore moderating variables.
Main Results:
- A small, positive average effect size (r=0.15) was found for the association between resting HRV and self-control.
- Moderate heterogeneity (I(2)=56.10%) was observed across studies.
- No significant moderators were identified through meta-regression analysis.
Conclusions:
- A weak positive association exists between resting heart rate variability and self-control.
- Evidence of publication bias necessitates cautious interpretation of the findings.
- Further research is needed to clarify the HRV-self-control relationship and potential moderators.
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