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Heart rate variability: measurement and clinical utility.
Open accessAbstract
Electrocardiographic RR intervals fluctuate cyclically, modulated by ventilation, baroreflexes, and other genetic and environmental factors that are mediated through the autonomic nervous system. Short term electrocardiographic recordings (5 to 15 minutes), made under controlled conditions, e.g., lying supine or standing or tilted upright can elucidate physiologic, pharmacologic, or pathologic changes in autonomic nervous system function. Long‐term, usually 24‐hour recordings, can be used to assess autonomic nervous responses during normal daily activities in health, disease, and in response to therapeutic interventions, e.g., exercise or drugs. RR interval variability is useful for assessing risk of cardiovascular death or arrhythmic events, especially when combined with other tests, e.g., left ventricular ejection fraction or ventricular arrhythmias.
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“It can be only assessed with 24 h recordings (Kleiger et al., 2005).”
From Heart Rate Variability and Cardiac Vagal Tone in Psychophysiological Research – Recommendations for Experiment Planning, Data Analysis, and Data Reporting (2017) · cites this paper as Kleiger et al., 2005
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“In addition, it is reliable in quantifying the risk of a variety of cardiac and non-cardiac disorders, such as stroke, myocardial infarction, ischaemic heart disease, and diabetes mellitus, and can also be used to assess the autonomic effects of drugs, including psychotropic agents20.”
From Autonomic nervous system dysfunction in schizophrenia: impact on cognitive and metabolic health (2021) · cites this paper as [20]
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“The root mean square of successive differences (RMSSD) reflects vagal tone (Thayer and Lane, 2000; Kleiger et al., 2005) and is highly correlated with high-frequency (HF) HRV (Kleiger et al., 2005).”
From Heart Rate Variability and Cardiac Vagal Tone in Psychophysiological Research – Recommendations for Experiment Planning, Data Analysis, and Data Reporting (2017) · cites this paper as Kleiger et al., 2005
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“The root mean square of successive differences (RMSSD) reflects vagal tone (Thayer and Lane, 2000; Kleiger et al., 2005) and is highly correlated with high-frequency (HF) HRV (Kleiger et al., 2005).”
From Heart Rate Variability and Cardiac Vagal Tone in Psychophysiological Research – Recommendations for Experiment Planning, Data Analysis, and Data Reporting (2017) · cites this paper as Kleiger et al., 2005
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An overview of heart rate variability metrics and norms
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“The root mean square of successive differences (RMSSD) reflects vagal tone (Thayer and Lane, 2000; Kleiger et al., 2005) and is highly correlated with high-frequency (HF) HRV (Kleiger et al., 2005).”
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Metadata
- Authors
- Kleiger, R. E., Stein, P. K., & Bigger, J. T.
- Affiliations
- Washington University in St. Louis (US)
- Columbia University (US)
- Corresponding author
- Bigger, J. Thomas
- ORCID
- Stein, Phyllis K.
- Venue
- Annals of Noninvasive Electrocardiology
- Publisher
- Wiley
- Published
- 2005-01
- Volume
- 10
- Issue
- 1
- Pages
- 88-101
- ISSN
- 1082-720X (ISSN-L)
- 1542-474X
- PMC
- PMC6932537
- OpenAlex
- W2082227074
- Cited by
- 1,290
- References
- 118
- Citations by year
- 2026: 50 · 2025: 80 · 2024: 100 · 2023: 104 · 2022: 85 · 2021: 99 · 2020: 82 · 2019: 75 · 2018: 56 · 2017: 60 · 2016: 63 · 2015: 53 · 2014: 61 · 2013: 49 · 2012: 60
- FWCI
- 4.56
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Annals of Noninvasive Electrocardiology (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Heart Rate Variability and Autonomic Control
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Cardiac electrophysiology and arrhythmias
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › ECG Monitoring and Analysis
- Keywords
- heart rate variability, RR interval variability, autonomic nervous system, baroreflex, autonomic function testing, 24-hour Holter monitoring, cardiovascular risk, arrhythmia risk, exercise testing
- MeSH terms
- Autonomic Nervous System, Cardiovascular Diseases, Electrocardiography, Heart Conduction System, Heart Rate, Humans, Time Factors
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Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
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