Related Experiment Video
Updated: Aug 5, 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 anxiety severity: A systematic review and meta-analysis
Tamás Óvári1, Arashk Árpád Zabihi2, Nina Galdzytska2
1Centre for Translational Medicine, Semmelweis University, Budapest, Hungary; Department of Psychiatry, Markusovszky University Teaching Hospital, Szombathely, Hungary.
Heart rate variability (HRV) shows potential as a complementary tool for assessing anxiety severity. Specific HRV parameters correlate with anxiety scales, offering physiological insights beyond subjective ratings.
Area of Science:
- Psychophysiology
- Mental Health Research
- Biomedical Engineering
Background:
- Anxiety is a prevalent mental disorder with significant health and economic burdens.
- Subjective anxiety scales lack precision; objective physiological measures are needed.
- Heart rate variability (HRV) offers a potential objective measure for anxiety assessment.
Purpose of the Study:
- To systematically review and meta-analyze associations between psychometric anxiety scales and HRV parameters.
- To determine the utility of HRV as a complementary tool for quantifying anxiety severity.
Main Methods:
- Systematic review and meta-analysis following PRISMA 2020 guidelines.
- Inclusion of studies using validated anxiety scales (BAI, HAM-A, STAI) and HRV parameters (HF, LF, LF/HF, RMSSD, SDNN).
- Synthesis of correlation coefficients using inverse-variance random-effects meta-analysis.
Main Results:
- Three significant associations identified: BAI-HF (weak negative), HAM-A-HF (moderate negative), and STAI-LF/HF ratio (positive).
- High-frequency (HF) component of HRV correlated with Beck Anxiety Inventory (BAI) and Hamilton Anxiety Rating Scale (HAM-A).
- Low-frequency to high-frequency ratio (LF/HF) of HRV correlated with State-Trait Anxiety Inventory (STAI).
Conclusions:
- Selected HRV parameters, particularly HF and LF/HF, demonstrate associations with anxiety severity.
- HRV can serve as a complementary, objective measure to psychometric scales in anxiety assessment.
- HRV provides valuable physiological data on autonomic regulation related to anxiety.
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,...
Panic Disorder
Anxiolytic Drugs: Overview
Primary Types of Anxiolytic Drugs
1. Benzodiazepines:
Benzodiazepines bind to the GABA-A receptor in the brain, enhancing GABA's interaction. This action reduces neurotransmission, effectively blocking anxiety-associated limbic circuitry.
Anxiety: Overview
Individuals with anxiety often experience a range of physical and emotional symptoms, including sweating, trembling, tachycardia, and disturbances in sleep patterns. These symptoms vary in intensity and frequency but are generally disruptive and distressing.
Regulation of Heart Rates
The SNS increases heart rate through the release of norepinephrine and epinephrine, which act on beta-1 adrenergic receptors in the heart. This action increases the rate of depolarization in the sinoatrial (SA) node, the heart's...
Increased pulse rate
Many factors can elevate the risk of developing tachycardia. These include advanced age, a family history of arrhythmias, and an...