ReviewJournal of occupational medicine and toxicology (London, England)2024
Guideline for the application of heart rate and heart rate variability in occupational medicine and occupational health science.
Review in Journal of occupational medicine and toxicology (London, England), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 62 papers, 2 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
62 citing papers in PubMed, 2 syntheses or guidelines pooled 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
- Heart rate variability as a measure of mental stress in surgery: a systematic review.International archives of occupational and environmental health · 2020Pooled it
- Exercise modality but not hypoxia alters heart rate variability after a single repeated-sprint session.European journal of applied physiology · 2026Trial
- HRV-based workplace consultation for managers: a randomized controlled trial on enhancing biopsychosocial awareness and reducing perceived stress.Frontiers in public health · 2025Trial
- Heart rate variability as a strain parameter in maritime settings: a scoping review of methodological approaches to data collection and analysis in field studies on the high seas.Journal of occupational medicine and toxicology (London, England) · 2026Review
- Ipsilateral and contralateral microvascular kinetics during unilateral forearm cold-water immersion: a within-subject laser Doppler flowmetry and heart rate variability study.European journal of applied physiology · 2026Article
- Predicting the Risk of Cardiovascular Diseases in the Elderly Based on Clinical Data and Heart Rate Variability Using Machine Learning.Journal of clinical medicine · 2026Article
- Observational
- Ear Thermography as a Candidate Dynamic Index of Sympathetic and Parasympathetic Activity.Sensors (Basel, Switzerland) · 2026Article
- Validation of the ultra short term heart rate variability measures under changing psychophysiological state of the healthy participants at rest.Scientific reports · 2026Article
- Perceived physical exertion in senior workers performing heavy manual tasks.Annals of work exposures and health · 2026Article
- Article
- Deep Learning-Based Heartbeat Detection from 3D Seismocardiography for Robust Heart Rate Monitoring.Sensors (Basel, Switzerland) · 2026Article
- Ergonomic evaluation of the Senhance® robotic system in minimally invasive gynecologic procedures versus conventional laparoscopy: an exploratory study focusing on surgeon's muscle activity.Archives of gynecology and obstetrics · 2026Article
- Cognitive-Affective Predictors of Exertion-Related Fatigue in Primary Biliary Cholangitis: An Experimental Substudy of the SOMA.LIV Project.Psychology research and behavior management · 2026Article
- ROS 4 healthcare: a framework for physiological human sensing for social, assistive, rehabilitation, and medical robotics.Frontiers in robotics and AI · 2026Article
- Acute effects of "Munz Floor"® fascial stretching on autonomic nervous responses assessed by heart rate variability.Frontiers in physiology · 2026Article
- Social conflict imagery induces stress, social and physical pain: sex differences in autonomic and affective responses and pathways to resilience and wellbeing.Frontiers in psychology · 2026Article
- Heart rate dynamics in polyendocrine metabolic ovarian syndrome: from heterogeneity to wearable digital phenotyping.Frontiers in endocrinology · 2026Review
- Heart rate variability and burnout risk among healthy employees in jobs involving interaction with others.Frontiers in physiology · 2026Article
2 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
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
This updated guideline replaces the "Guideline for the application of heart rate and heart rate variability in occupational medicine and occupational health science" first published in 2014. Based on the older version of the guideline, the authors have reviewed and evaluated the findings on the use of heart rate (HR) and heart rate variability (HRV) that have been published in the meantime and incorporated them into a new version of this guideline.This guideline was developed for application in clinical practice and research purposes in the fields of occupational medicine and occupational science to complement evaluation procedures with respect to exposure and risk assessment at the workplace by the use of objective physiological workload indicators. In addition, HRV is also suitable for assessing the state of health and for monitoring the progress of illnesses and preventive medical measures. It gives an overview of factors influencing the regulation of the HR and HRV at rest and during work. It further illustrates methods for measuring and analyzing these parameters under standardized laboratory and real workload conditions, areas of application as well as the quality control procedures to be followed during the recording and evaluation of HR and HRV.
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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.