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ReviewApplied psychophysiology and biofeedback2025

Heart Rate Variability Applications in Medical Specialties: A Narrative Review.

Jennifer S Addleman, Nicholas S Lackey, Molly A Tobin, Grace A Lara, Sankalp Sinha, Rebecca M Morse, Alexander G Hajduczok, Raouf S Gharbo, Richard N Gevirtz

Abstract readReview
PubMed Publisher
In one paragraph

Review in Applied psychophysiology and biofeedback, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

9 citing papers in PubMed.

  1. Trial
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Jennifer S AddlemanTouro University CA College of Osteopathic Medicine, Vallejo, CA, USA. jaddlema@student.touro.edu.
Nicholas S LackeyCenter for Applied Biobehavioral Sciences (CABS), Alliant International University, San Diego, CA, USA. nslackey@gmail.com.
Molly A TobinTouro University CA College of Osteopathic Medicine, Vallejo, CA, USA.
Grace A LaraTouro University CA College of Osteopathic Medicine, Vallejo, CA, USA.
Sankalp SinhaTouro University CA College of Osteopathic Medicine, Vallejo, CA, USA.
Rebecca M MorseTouro University CA College of Osteopathic Medicine, Vallejo, CA, USA.
Alexander G HajduczokDivision of Cardiovascular Medicine, Department of Medicine, University of California, San Diego, CA, USA.
Raouf S GharboVirginia Commonwealth University School of Medicine Department of Physical Medicine and Rehabilitation, Richmond, VA, USA.
Richard N GevirtzCenter for Applied Biobehavioral Sciences (CABS), Alliant International University, San Diego, CA, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

HRV is clinically considered to be a surrogate measure of the asymmetrical interplay of the sympathetic and parasympathetic nervous system. While HRV has become an increasingly measured variable through commercially-available wearable devices, HRV is not routinely monitored or utilized in healthcare settings at this time. The purpose of this narrative review is to discuss and evaluate the current research and potential future applications of HRV in several medical specialties, including critical care, cardiology, pulmonology, nephrology, gastroenterology, endocrinology, infectious disease, hematology and oncology, neurology and rehabilitation, sports medicine, surgery and anesthesiology, rheumatology and chronic pain, obstetrics and gynecology, pediatrics, and psychiatry/psychology. A narrative literature review was conducted with search terms including HRV and relevant terminology to the medical specialty in question. While HRV has demonstrated promise for some diagnoses as a non-invasive, easy to use, and cost-effective metric for early disease detection, prognosis and mortality prediction, disease monitoring, and biofeedback therapy, several issues plague the current literature. Substantial heterogeneity exists in the current HRV literature which limits its applicability in clinical practice. However, applications of HRV in psychiatry, critical care, and in specific chronic diseases demonstrate sufficient evidence to warrant clinical application regardless of the surmountable research issues. More data is needed to understand the exact impact of standardizing HRV monitoring and treatment protocols on patient outcomes in each of the clinical contexts discussed in this paper.

Indexed as

Autonomic Nervous SystemHeart RateMedicineHumansAutonomicsBiofeedbackHeart rateHeart rate variabilityMedical technologyWearable devices

Identifiers

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.