Cited by 195Heart Rate Variability and Autonomic ControlVagus Nerve Stimulation ResearchCardiovascular Syncope and Autonomic Disorders

Validity of Commonly Used Heart Rate Variability Markers of Autonomic Nervous System Function

Thomas, Bianca Lee, Claassen, Nicolaas, Becker, Piet, Viljoen, Margaretha·2019·Neuropsychobiology

Abstract

Background: Despite strong reservations regarding the validity of a number of heart rate variability (HRV) measures, these are still being used in recent studies. Aims: We aimed to compare the reactivity of ostensible sympathetic HRV markers (low and very low frequency [LF and VLF]) to that of electrodermal activity (EDA), an exclusively sympathetic marker, in response to cognitive and orthostatic stress, investigate the possibility of LF as a vagal-mediated marker of baroreflex modulation, and compare the ability of HRV markers of parasympathetic function (root mean square of successive differences [RMSSD] and high frequency [HF]) to quantify vagal reactivity to cognitive and orthostatic stress. Results: None of the purported sympathetic HRV markers displayed a reactivity that correlated with electrodermal reactivity. LF (ms 2) reactivity correlated with the reactivity of both RMSSD and HF during baroreflex modulation. RMSSD and HF indexed the reactivity of the parasympathetic nervous system under conditions of normal breathing; however, RMSSD performed better as a marker of vagal activity when the task required breathing changes. Conclusions: Neither LF (in ms 2 or normalized units [nu]) nor VLF represent cardiac sympathetic modulation of the heart. LF (ms 2) may reflect vagally mediated baroreflex cardiac effects. HRV linear analysis therefore appears to be restricted to the determination of vagal influences on heart rate. With regard to HRV parasympathetic markers, this study supports the suggestion that HRV frequency domain analyses, such as HF, should not be used as an index of vagal activity in study tasks where verbal responses are required, as these responses may induce respiratory changes great enough to distort HF power.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1159/000495519

Cites

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • The representativeness of sympathetic nervous system output through heart rate variability is controversial because the low-frequency peak consists of both sympathetic and parasympathetic output, making it difficult to separate the dominating system.

    “However, the representativeness of SNS output through HRV is somewhat controversial as the LF peak consists of both SNS and PSNS output, making it difficult to separate the dominating system21,25.”

    From Autonomic nervous system dysfunction in schizophrenia: impact on cognitive and metabolic health (2021) · cites this paper as [25]

    Split into 2 atoms — 0 confirmed, 1 partially supported, 1 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.

    Checked by a reasoning model — may be wrong.

    Experimental — accuracy not yet measured

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

The citation lists haven’t been fetched yet

References 90 · Cited by 195

Research works printed but not linked: 2

  1. 8 Samuel SD, Anandhalakshmi S, Rekha K, Akhil A: Effect of smoking on heart rate variability in normal healthy volunteers. Asian J Pharm Clin Res 2016;9:230-234.
  2. 31 Bhimani NT, Kulkarni NB, Kowale A, Salvi A: Effect of Pranayama On Stress and Cardiovascular Autonomic Tone and Reactivity. Natl J Integr Res Med 2011;2:48-54.

Authors
Thomas, B. L., Claassen, N., Becker, P., & Viljoen, M.
Affiliations
  • University of Johannesburg (ZA)
  • University of Pretoria (ZA)
Venue
Neuropsychobiology
Publisher
S. Karger AG
Published
2019
Volume
78
Issue
1
Pages
14-26
ISSN
  • 0302-282X (ISSN-L)
  • 1423-0224
OpenAlex
W2914751337
Cited by
195
References
90
Citations by year
2026: 25 · 2025: 36 · 2024: 38 · 2023: 28 · 2022: 23 · 2021: 21 · 2020: 18 · 2019: 5
FWCI
12.10
Type
journal article
Language
en
Open access
closed
Locations
  • Neuropsychobiology (publishedVersion)
  • PubMed (publishedVersion)
  • UpSpace Institutional Repository (University of Pretoria) (submittedVersion)
Topics
  • Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Heart Rate Variability and Autonomic Control
  • Life Sciences › Neuroscience › Neurology › Vagus Nerve Stimulation Research
  • Health Sciences › Medicine › Surgery › Cardiovascular Syncope and Autonomic Disorders
Keywords
heart rate variability, autonomic nervous system, sympathetic nervous system, parasympathetic nervous system, parasympathetic activity, electrodermal activity, cognitive stress, orthostatic stress, low-frequency power, very low frequency power, high-frequency power, RMSSD
MeSH terms
Heart Rate Determination, Autonomic Nervous System, Female, Galvanic Skin Response, Heart Rate, Humans, Male, Posture, Stress, Physiological, Stress, Psychological, Young Adult, Stroop Test

About these checks

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.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review