ReviewCurrent cardiology reviews2021
Analysis of Heart Rate Variability and Implication of Different Factors on Heart Rate Variability.
Review in Current cardiology reviews, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 8 registered trials, which are not on this map. Cited by 231 papers, 13 of them syntheses that pooled 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.
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.
Acute Psychological and Physiological Exercise Effects Among Patients With Stress-related Exhaustion Disorder. Role of Exercise Intensity.
Evaluating Clinical Course in Coronary Artery Bypass Patients Using the WHOOP Fitness Band Heart Rate Variability Application.
Investigating Cardiovascular Reactivity and Recovery of Young Adults During Grief-Recall, With Self-Affirmation as Potential Intervention
Step by Step Back - A Feasibility Study of a CBT-Based Physical Activity Intervention for Stress-Related Exhaustion
Heart Rate Variability and Processed EEG Features as Predictors of Postoperative Outcomes After Cranial Neurosurgery - A Prospective Observational Study in the Post-Anesthesia Care Unit
Artificial Intelligence and Mindfulness Meditation: Innovative Methods to Reduce Stress Amongst Medical School Students
The Effects of Combined Thoracic Expansion Exercises and Slow Diaphragmatic Breathing on Cognitive Function, Brain Activation, Psychological Status, and Head-Shoulder Posture in Healthy Adults
Effect of an Osteopathic Intervention Protocol on the Parasympathetic System on Stress and Anxiety in Young Adults: a Randomized Clinical Trial
Who cites it
231 citing papers in PubMed, 13 syntheses or guidelines pooled it, 416 citations in OpenAlex.
- Investigation of Heart Rate Variability Indices in Motion Sickness.Sensors (Basel, Switzerland) · 2026Pooled it
- Heart rate variability in people with multiple sclerosis: A systematic review and meta-analysis.Acta neurologica Belgica · 2026Pooled it
- The Influence of Exercise and Physical Activity on Autonomic Nervous System Function Measured by Heart Rate Variability in Individuals with Type 1 Diabetes Mellitus-A Systematic Review.International journal of molecular sciences · 2025Pooled it
- Pooled it
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- Effects of aerobic and resistance exercise on patients with hypertension: a systematic review and meta-analysis focusing on the sympathetic nervous system.Frontiers in cardiovascular medicine · 2025Pooled it
- Effects of acute high-altitude exposure on heart rate variability: a systematic review and meta-analysis.Frontiers in physiology · 2025Pooled it
- The developments and emerging trends of Autonomic Nervous System Research in Arrhythmia: a bibliometric study from 2004 to 2024.Frontiers in neuroscience · 2025Pooled it
- Effects of sleep deprivation on heart rate variability: a systematic review and meta-analysis.Frontiers in neurology · 2025Pooled it
- Exploring heart rate variability in polycystic ovary syndrome: implications for cardiovascular health: a systematic review and meta-analysis.Systematic reviews · 2024Pooled it
- Prevalence and Risk Factors of Cardiovascular Autonomic Neuropathy in Individuals with Type 1 Diabetes Mellitus: A Systematic Review and Meta-Analysis.Reviews in cardiovascular medicine · 2024Pooled it
- Beneficial impacts of physical activity on heart rate variability: A systematic review and meta-analysis.PloS one · 2024Pooled it
- Wearable Devices to Diagnose and Monitor the Progression of COVID-19 Through Heart Rate Variability Measurement: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2023Pooled it
- Short-term effects of weight-loading on heart rate variability in obese adults.Physiological reports · 2026Trial
- Impact of Prescribed and Self-Selected Music Interventions on Stress, Sleep, Heart Rate Variability, and Brain Connectivity in Surgeons Using 7-Tesla Functional Magnetic Resonance Imaging and Wearable Actigraphy: Multimodal Feasibility Randomized Controlled Trial.JMIR formative research · 2026Trial
- Effects of Heart Rate Variability Biofeedback Training on Anxiety Reduction and Brain Activity: a Randomized Active-Controlled Study Using EEG.Applied psychophysiology and biofeedback · 2024Trial
- Trial
- Identifying stress-relevant events in everyday nursing practice using psychophysiological outcomes - an observational multimethod study.BMC nursing · 2026Article
- Cardiac Autonomic Dynamics Differentially Shape Cognitive and Affective Theory of Mind: Evidence From Respiratory Manipulation.Psychophysiology · 2026Article
- Autonomic Flexibility and Early Treatment Success: Heart Rate Variability Predicts Remission in First-Episode Psychosis.Schizophrenia bulletin · 2026Article
171 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe heart is the central organ of the circulatory system, which maintains the flow of blood along with the transport of nutrients to different cells and tissues. A well-functioning cardiac state is a complicated mode of changeability. A healthy heart is not only about oscillation, as the rhythmometer is not the same in every circumstance. Heart rate shows variations so that it can be regulated according to psychophysiological conditions to maintain the effect of the internal-external stimulus.
objectiveThe main objective of this review is to provide a piece of all-inclusive information about heart rate variability (HRV) and different variables affecting HRV. The direct interconnection so that HRV can be used in clinical practices.
methodsThis review article contains a detailed survey of literature about HRV available in different online sources such as; Google Scholar, Science Direct, PubMed, and Web of Science, etc. In this review, the authors have focused on the role of the autonomic nervous system in the regulation of HRV and the role of various factors affecting HRV.
resultsThe variation in the time between two heartbeats is termed as HRV. It is one of the indicators of many pathological conditions related to cardiovascular health. It provided reliable information about the interaction of the sympathetic and parasympathetic nervous systems. The analysis of the variation of heart rate is a well-known non-invasive technique to identify the functioning of the autonomic nervous system. The autonomic nervous system (ANS) depends on the sympathetic and parasympathetic nervous system for transferring information. The cardio-accelerating center, lungs, and non-striated muscles are innervated by cardiac sympathetic nerves. This division of ANS latches upon the heart accordingly via the cervicothoracic ganglion and vagus nerve. It is found that cardiac normal variability depends upon this stimulation towards the sinoatrial node (pacemaker), which can be evaluated by analyzing the HRV. In human-based studies, it has been found that a low level of HRV is one of the main causes of death rate among adults. Hence, HRV helps in identifying the risk of cardiac diseases and the state of ANS.
conclusionThe heart plays a vital role in the human body and the well-functioning of the cardiac system is the need for a healthy life. The heart contains its nervous system termed as neurocardio system in which ANS plays a key role in which the sympathetic and parasympathetic systems interplay to regulate HRV. High HRV is associated with healthy condition, while low HRV is associated with pathological conditions. The HRV is influenced by various variables such as; pathological, physiological, psychological, environmental factors, lifestyle factors, and genetic factors, etc.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.