ReviewTranslational psychiatry2016
Guidelines for Reporting Articles on Psychiatry and Heart rate variability (GRAPH): recommendations to advance research communication.
Review in Translational psychiatry, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 183 papers, 12 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
183 citing papers in PubMed, 12 syntheses or guidelines pooled 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
- Exercise and Heart Rate Variability in Chronic Musculoskeletal Pain: A Systematic Review.Sports medicine - open · 2025Pooled it
- Physiological attunement and flourishing: understanding the influence of relationships on health.Frontiers in psychiatry · 2025Pooled it
- Multimodal observable cues in mood, anxiety, and borderline personality disorders: a review of reviews to inform explainable AI in mental health.Frontiers in artificial intelligence · 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
- Effects of stress management interventions on heart rate variability in adults with cardiovascular disease: a systematic review and meta-analysis.Journal of behavioral medicine · 2024Pooled it
- Effectiveness of spinal manipulation in influencing the autonomic nervous system - a systematic review and meta-analysis.The Journal of manual & manipulative therapy · 2024Pooled it
- Methods for Heart Rate Variability Biofeedback (HRVB): A Systematic Review and Guidelines.Applied psychophysiology and biofeedback · 2023Pooled it
- Objective assessment of mental stress in individuals with different levels of effort reward imbalance or overcommitment using heart rate variability: a systematic review.Systematic reviews · 2022Pooled it
- Autonomic Nervous System Function in Anorexia Nervosa: A Systematic Review.Frontiers in neuroscience · 2021Pooled it
- The Accuracy of Acquiring Heart Rate Variability from Portable Devices: A Systematic Review and Meta-Analysis.Sports medicine (Auckland, N.Z.) · 2019Pooled it
- The Effects of Mindfulness and Meditation on Vagally Mediated Heart Rate Variability: A Meta-Analysis.Psychosomatic medicinePooled it
- Effects of doxycycline on intrusive experimental trauma memory: a pre-registered, randomized double-blind placebo-controlled trial.Translational psychiatry · 2026Trial
- Heart Rate Variability as a Digital Biomarker in Adolescents and Young Adults Receiving Hematopoietic Cell Transplantation.Cancer medicine · 2025Trial
- Autonomic nervous system and endocrine system response to upper or lower cervical spine mobilization in males with persistent post-concussion symptoms: a proof-of-concept trial.The Journal of manual & manipulative therapy · 2024Trial
- The Physiological and Clinical-Behavioral Effects of Heart Rate Variability Biofeedback in Adolescents with Autism: A Pilot Randomized Controlled Trial.Applied psychophysiology and biofeedback · 2024Trial
- Short-Term Effects of Heart Rate Variability Biofeedback on Working Memory.Applied psychophysiology and biofeedback · 2024Trial
- Autonomic nervous system and endocrine system response to upper and lower cervical spine mobilization in healthy male adults: a randomized crossover trial.The Journal of manual & manipulative therapy · 2023Trial
- Modulation of Heart Rate Variability following PAP Ion Magnetic Induction Intervention in Subjects with Chronic Musculoskeletal Pain: A Pilot Randomized Controlled Study.International journal of environmental research and public health · 2023Trial
- Are changes in pain associated with changes in heart rate variability in patients treated for recurrent or persistent neck pain?BMC musculoskeletal disorders · 2022Trial
123 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
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The number of publications investigating heart rate variability (HRV) in psychiatry and the behavioral sciences has increased markedly in the last decade. In addition to the significant debates surrounding ideal methods to collect and interpret measures of HRV, standardized reporting of methodology in this field is lacking. Commonly cited recommendations were designed well before recent calls to improve research communication and reproducibility across disciplines. In an effort to standardize reporting, we propose the Guidelines for Reporting Articles on Psychiatry and Heart rate variability (GRAPH), a checklist with four domains: participant selection, interbeat interval collection, data preparation and HRV calculation. This paper provides an overview of these four domains and why their standardized reporting is necessary to suitably evaluate HRV research in psychiatry and related disciplines. Adherence to these communication guidelines will help expedite the translation of HRV research into a potential psychiatric biomarker by improving interpretation, reproducibility and future meta-analyses.
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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.