Evidence map›Paper›PMID 39813063›Full record

ArticleJAMA surgery2025

Association Between Surgeon Stress and Major Surgical Complications.

Jake Awtry, Sarah Skinner, Stephanie Polazzi, Jean-Christophe Lifante, Tanujit Dey, Antoine Duclos, TopSurgeons Study Group

Abstract readMulticenter StudyComment
In one paragraph

Article in JAMA surgery, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

14 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Article
  4. From incision to implantation: holter-based stress profiling in ophthalmology residents during cataract surgery.Graefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie · 2026
    Article
  5. Article
  6. Article
  7. Article
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  9. Article
  10. Review
  11. Handling Risky Situations, Especially the Unexpected, With Elite Performance.Journal of the Pediatric Orthopaedic Society of North America · 2025
    Article
  12. The Flush Model: A Novel Framework to Manage Surgeons' Mental Fatigue and Cognitive Load.Annals of surgery open : perspectives of surgical history, education, and clinical approaches · 2025
    Review
  13. Article
  14. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors.

Jake AwtryCenter for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts.
Sarah SkinnerResearch on Healthcare Performance, Institut National de la Santé et de la Recherche Médicale (INSERM) U1290, Université Claude Bernard Lyon 1, Lyon, France.
Stephanie PolazziResearch on Healthcare Performance, Institut National de la Santé et de la Recherche Médicale (INSERM) U1290, Université Claude Bernard Lyon 1, Lyon, France.
Jean-Christophe LifanteResearch on Healthcare Performance, Institut National de la Santé et de la Recherche Médicale (INSERM) U1290, Université Claude Bernard Lyon 1, Lyon, France.
Tanujit DeyCenter for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts.
Antoine DuclosCenter for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts.
TopSurgeons Study Group

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: Surgeon stress can influence technical and nontechnical skills, but the consequences for patient outcomes remain unknown. Objective: To investigate whether surgeon physiological stress, as assessed by sympathovagal balance, is associated with postoperative complications. Design, Setting, and Participants: This multicenter prospective cohort study included 14 surgical departments involving 7 specialties within 4 university hospitals in Lyon, France. Exclusion criteria consisted of patient age younger than 18 years, palliative surgery, incomplete operative time-stamping data, procedures with a duration of less than 20 minutes, and invalid surgeon heart rate variability (HRV) data. Data were accrued between November 1, 2020, and December 31, 2021, with 30-day follow-up completed on May 8, 2022. Analyses were performed from January 1 to May 31, 2024. Exposure: Sympathovagal balance of the attending surgeon in the first 5 minutes of surgery. Main Outcomes and Measures: Major surgical complications, extended intensive care unit stay, and mortality within 30 days, after adjustment via mixed-effects multivariable logistic regression for surgeon age, professional status, the time of incision, the random effect of the surgeon, and a composite risk score incorporating patient comorbidities and surgery characteristics. Sympathovagal balance was quantified by the low frequency to high frequency (LF:HF) ratio derived from HRV data measured by chest monitors worn intraoperatively. The LF:HF ratio was normalized at the surgeon level to the median value observed for each surgeon during the study period to control for baseline differences. Results: A total of 793 surgical procedures performed by 38 attending surgeons were included in the analysis. Median patient age was 62 (IQR, 47-72) years, and 412 (52.0%) were female, with a median of 2 (IQR, 1-4) comorbidities. Median surgeon age was 46 (IQR, 39-52) years, 39 (78.9%) were male, and 22 (57.9%) were professors. Median surgeon heart rate was 88 (IQR, 77-99) beats per minute. Median surgeon LF:HF ratio was 7.16 (IQR, 4.52-10.72) before and 1.00 (IQR, 0.71-1.32) after normalization. Increased surgeon sympathovagal balance during the first 5 minutes of surgery was associated with significantly reduced major surgical complications (adjusted odds ratio [AOR], 0.63; 95% CI, 0.41-0.98; P = .04), though not with reduced intensive care unit stay (AOR, 0.34; 95% CI, 0.11-1.01; P = .05) or mortality (AOR, 0.18; 95% CI, 0.03-1.03; P = .05). Conclusions and Relevance: Increased surgeon stress at the beginning of a procedure was associated with improved clinical patient outcomes. The results are illustrative of the complex relationship between physiological stress and performance, identify a novel association between measurable surgeon human factors and patient outcomes, and may highlight opportunities to improve patient care.

Indexed as

Occupational StressPostoperative ComplicationsStress, PhysiologicalSurgeonsAdultAgedFemaleFranceHeart RateHumansLength of StayMaleMiddle AgedProspective Studies

Identifiers

PMID39813063
PMCPMC11904709

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.