ArticleEuropean archives of oto-rhino-laryngology : official journal of the European Federation of Oto-Rhino-Laryngological Societies (EUFOS) : affiliated with the German Society for Oto-Rhino-Laryngology - Head and Neck Surgery2026
Heart rate variability and physician performance during airway management simulations: an exploratory pilot study.
Article in European archives of oto-rhino-laryngology : official journal of the European Federation of Oto-Rhino-Laryngological Societies (EUFOS) : affiliated with the German Society for Oto-Rhino-Laryngology - Head and Neck Surgery, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
12 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveTo examine the association between heart-rate variability (HRV) and physician performance during airway management simulations in two physician cohorts studied under different HRV measurement conditions.
methodsThis exploratory pilot study included otolaryngologists and anesthesiologists participating in two high-fidelity airway simulation courses. HRV was measured via finger-mounted optical sensor and expressed as RMSSD. In one cohort, HRV was recorded immediately before simulation (pre-task); in the second, several days prior (baseline). Blinded supervisors rated performance on standardized 10-point Likert scales. Pearson and exploratory partial correlations adjusting for age, years in practice, and self-reported stress were calculated.
resultsTwenty-five physicians participated (17 males, 8 females; mean age 35.9 ± 4.7 years). The cohorts differed significantly in age, clinical experience, and performance scores. In the pre-task cohort (n = 11), lower HRV was associated with higher performance (Log RMSSD unadjusted r = -0.73, 95% CI [-0.927, -0.244]; adjusted r = -0.85, 95% CI [-0.97, -0.46]). In the baseline cohort (n = 14), higher HRV was associated with higher performance (Log RMSSD unadjusted r = 0.53, 95% CI [0.055, 0.845]; adjusted r = 0.73, 95% CI [0.198, 0.933]). Wide confidence intervals reflect the small samples and these estimates should be interpreted cautiously. No associations were observed between self-reported stress and either HRV or performance.
conclusionHRV was associated with physician performance during airway management simulations, with differing directions of association observed in two physician cohorts studied under different measurement conditions. These findings are exploratory and hypothesis-generating and require confirmation in larger standardized within-subject studies.
Indexed as
Identifiers
42749786What 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.