ArticleFrontiers in physiology2013
The LF/HF ratio does not accurately measure cardiac sympatho-vagal balance.
Article in Frontiers in physiology, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 663 papers, 19 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
663 citing papers in PubMed, 19 syntheses or guidelines pooled it.
- Bio-behavioral Interventions for Cardiovascular Diseases Rehabilitation: A Systematic Review on Heart Rate Variability Biofeedback and Nutrition.Applied psychophysiology and biofeedback · 2026Pooled it
- Wearable-Derived Heart Rate Variability Across the Menstrual Cycle, Hormonal Contraceptive Use, and Reproductive Life Stages in Females: A Living Systematic Review.Sports medicine (Auckland, N.Z.) · 2026Pooled it
- Physiological Responses to Virtual Reality-Based Stress Regulation and Relaxation Interventions: A Systematic Review.Stress and health : journal of the International Society for the Investigation of Stress · 2026Pooled it
- Investigation of Heart Rate Variability Indices in Motion Sickness.Sensors (Basel, Switzerland) · 2026Pooled it
- Heart rate variability as a dual-use digital biomarker: integrating clinical, AI, and operational perspectives on human performance and resilience.BMC cardiovascular disorders · 2026Pooled it
- When is rPPG physiologically valid for stress and workload monitoring? A PRISMA-ScR scoping review.Frontiers in digital health · 2026Pooled it
- Cardiac autonomic dysfunction in children and adolescents with obesity: a systematic review and meta-analysis.Revista paulista de pediatria : orgao oficial da Sociedade de Pediatria de Sao Paulo · 2026Pooled it
- Computational analysis of heart rate variability in ASD and ADHD: a systematic review.Frontiers in computational neuroscience · 2026Pooled it
- Effects of mobilization or manipulation of the thoracic spine on autonomic nervous system markers in symptomatic and asymptomatic participants - a systematic review and meta-analysis.The Journal of manual & manipulative therapy · 2025Pooled it
- Associations Between Positive Affect and Heart Rate Variability: A Systematic Review.Current cardiology reports · 2025Pooled it
- Exercise and Heart Rate Variability in Chronic Musculoskeletal Pain: A Systematic Review.Sports medicine - open · 2025Pooled it
- Impact of Radiofrequency Electromagnetic Fields on Cardiac Activity at Rest: A Systematic Review of Healthy Human Studies.Bioelectromagnetics · 2025Pooled it
- The effects of heart rate variability biofeedback on functional gastrointestinal disorders: a scoping review.Frontiers in physiology · 2025Pooled it
- Effects of sleep deprivation on heart rate variability: a systematic review and meta-analysis.Frontiers in neurology · 2025Pooled it
- Clinical efficacy and safety of acupuncture in modulating autonomic nervous function: a meta-analysis of randomized controlled trials.Frontiers in neuroscience · 2025Pooled it
- Publication guidelines for human heart rate and heart rate variability studies in psychophysiology-Part 1: Physiological underpinnings and foundations of measurement.Psychophysiology · 2024Guideline
- The Impact on Autonomic Nervous System Activity during and Following Exercise in Adults: A Meta-Regression Study and Trial Sequential Analysis.Medicina (Kaunas, Lithuania) · 2024Pooled it
- Exploring heart rate variability in polycystic ovary syndrome: implications for cardiovascular health: a systematic review and meta-analysis.Systematic reviews · 2024Pooled it
- Momentary physiological indices related to eating disorders: A systematic and methodological review.European eating disorders review : the journal of the Eating Disorders Association · 2024Pooled it
- Short-term effects of weight-loading on heart rate variability in obese adults.Physiological reports · 2026Trial
603 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
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
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.