ArticleAnnals of surgery open : perspectives of surgical history, education, and clinical approaches2021
Surgical Sabermetrics: Applying Athletics Data Science to Enhance Operative Performance.
Article in Annals of surgery open : perspectives of surgical history, education, and clinical approaches, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 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
11 citing papers in PubMed, 2 syntheses or guidelines pooled it, 23 citations in OpenAlex.
- Impact of surgical non-technical skills on clinical outcomes: systematic review.The British journal of surgery · 2025Pooled it
- Coaching with audiovisual technology in acute-care hospital settings: systematic review.BJS open · 2023Pooled it
- Emergency department eCPR: an exploratory observational study of human factors.BMC emergency medicine · 2026Observational
- Development of a stakeholder-informed framework for the implementation of surgical sabermetrics to enhance training and education.The British journal of surgery · 2026Article
- Dynamic patterns of communication and workload during cardiac surgery: An explorative study.PloS one · 2026Article
- Article
- Deep Learning Analysis of Surgical Video Recordings to Assess Nontechnical Skills.JAMA network open · 2024Article
- Enhancing surgical performance in cardiothoracic surgery with innovations from computer vision and artificial intelligence: a narrative review.Journal of cardiothoracic surgery · 2024Review
- Are multidisciplinary team meetings remotely efficient?The British journal of surgery · 2024Article
- Nontechnical Skills for Intraoperative Team Members.Anesthesiology clinics · 2023Review
- Protocol for a scoping review on 'surgical sabermetrics:' technology-enhanced measurement of operative non-technical skills.BMJ open · 2023Article
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 at 2 institutions in 2 countries.
Funding
Abstract
Mini-abstract: Surgical sabermetrics is advanced analytics of digitally recorded surgical training and operative procedures to enhance insight, support professional development, and optimize clinical and safety outcomes. This perspectives article illustrates how surgery can leverage data science approaches in athletics and industry to transform individual and team performance in the operating room.
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.