ArticlePostgraduate medical journal2007
Learning curves in surgical practice.
Article in Postgraduate medical journal, 2007. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 191 papers, 18 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
191 citing papers in PubMed, 18 syntheses or guidelines pooled it.
- Learning curve in robotic inguinal hernia repair: a systematic review and meta-analysis.Hernia : the journal of hernias and abdominal wall surgery · 2026Pooled it
- The effect of a learning curve on outcomes of vestibular schwannoma surgery: A systematic review.Neurosurgical review · 2026Pooled it
- The learning curve of robotic-assisted total knee arthroplasty: a systematic review and meta-analysis.Journal of robotic surgery · 2025Pooled it
- Implication of surgical loupes on complications following thyroidectomy: a meta-analysis.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 · 2025Pooled it
- The learning curve in endoscopic transsphenoidal skull-base surgery: a systematic review.BMC surgery · 2024Pooled it
- Learning curve of laparoscopic inguinal hernia repair: systematic review, meta-analysis, and meta-regression.Surgical endoscopy · 2023Pooled it
- Reporting guideline for the early stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI.BMJ (Clinical research ed.) · 2022Guideline
- Natural orifice versus transabdominal specimen extraction in laparoscopic surgery for colorectal cancer: meta-analysis.BJS open · 2022Pooled it
- Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI.Nature medicine · 2022Guideline
- Learning curve for laparoscopic cholecystectomy has not been defined: A systematic review.ANZ journal of surgery · 2021Pooled it
- The learning curve for the direct anterior total hip arthroplasty: a systematic review.International orthopaedics · 2021Pooled it
- A systematic review of the quality of reporting of interventions in the surgical treatment of Crohn's anal fistula: an assessment using the TIDiER and Blencowe frameworks.Techniques in coloproctology · 2021Pooled it
- Quantitative Preferences for Lung Cancer Treatment from the Patients' Perspective: A Systematic Review.The patient · 2020Pooled it
- Learning curve for robotic surgery in children: a systematic review of outcomes and fellowship programs.Journal of robotic surgery · 2020Pooled it
- Learning Curves of Laparoscopic Roux-en-Y Gastric Bypass and Sleeve Gastrectomy in Bariatric Surgery: a Systematic Review and Introduction of a Standardization.Obesity surgery · 2020Pooled it
- Pooled it
- Intramedullary versus extramedullary internal fixation for unstable intertrochanteric fracture, a meta-analysis.Acta orthopaedica et traumatologica turcica · 2018Pooled it
- High infection rate outcomes in long-bone tumor surgery with endoprosthetic reconstruction in adults: a systematic review.Clinical orthopaedics and related research · 2013Pooled it
- Cognitive learning versus practical "hands-on" training for acquisition of laparoscopic surgical skills: an optimal combination study.Surgical endoscopy · 2025Trial
- Structured feedback and operative video debriefing with critical view of safety annotation in training of laparoscopic cholecystectomy: a randomized controlled study.Surgical endoscopy · 2024Trial
131 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
Learning curves are often referred to in the context of medical education and training, though their trajectories and natures are a matter of debate. The origins of this concept derive from industry and its relevance to contemporary medicine and surgery remains controversial. We describe the history, derivation, character and possible mechanisms to deal with the implications of learning curves in the current climate of clinical governance and modernizing medical careers.
Indexed as
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.