Evidence map›Paper›PMID 40694168›Full record

SynthesisJournal of robotic surgery2025

Learning curve of robotic-assisted total knee arthroplasty: a literature review.

Oriol Pujol, Joan Minguell, Joan Pijoan, Marc Aguilar, Mercè Reverté, Martí Plomer, Enrique García-Albó, Nayana Joshi

Abstract readSystematic Review
PubMed Publisher
In one paragraph

Synthesis in Journal of robotic surgery, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

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

  1. Pooled it
  2. Review
  3. Article
  4. Observational
  5. Review
  6. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Oriol PujolKnee Surgery Unit, Orthopaedic Surgery Department, Vall d'Hebron University Hospital, Pg. Vall d'Hebron 119-129, 08035, Barcelona, Spain. oriolp-6@hotmail.com.ORCID http://orcid.org/0000-0003-4760-2730
Joan MinguellKnee Surgery Unit, Orthopaedic Surgery Department, Vall d'Hebron University Hospital, Pg. Vall d'Hebron 119-129, 08035, Barcelona, Spain.ORCID http://orcid.org/0000-0002-2067-4518
Joan PijoanKnee Surgery Unit, Orthopaedic Surgery Department, Vall d'Hebron University Hospital, Pg. Vall d'Hebron 119-129, 08035, Barcelona, Spain.ORCID http://orcid.org/0009-0005-1048-3573
Marc AguilarKnee Surgery Unit, Orthopaedic Surgery Department, Vall d'Hebron University Hospital, Pg. Vall d'Hebron 119-129, 08035, Barcelona, Spain.ORCID http://orcid.org/0000-0002-9953-7400
Mercè RevertéKnee Surgery Unit, Orthopaedic Surgery Department, Vall d'Hebron University Hospital, Pg. Vall d'Hebron 119-129, 08035, Barcelona, Spain.ORCID http://orcid.org/0000-0001-9212-7188
Martí PlomerKnee Surgery Unit, Orthopaedic Surgery Department, Vall d'Hebron University Hospital, Pg. Vall d'Hebron 119-129, 08035, Barcelona, Spain.ORCID http://orcid.org/0000-0002-5826-4880
Enrique García-AlbóKnee Surgery Unit, Orthopaedic Surgery Department, Vall d'Hebron University Hospital, Pg. Vall d'Hebron 119-129, 08035, Barcelona, Spain.ORCID http://orcid.org/0000-0003-3546-4211
Nayana JoshiKnee Surgery Unit, Orthopaedic Surgery Department, Vall d'Hebron University Hospital, Pg. Vall d'Hebron 119-129, 08035, Barcelona, Spain.ORCID http://orcid.org/0000-0002-8525-4485

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

To perform a literature review analyzing the surgical team learning curve (LC) for robotic-assisted total knee arthroplasty (RATKA), assessing: (1) operative time, (2) accuracy to reproduce the planned limb alignment, (3) accuracy for implant positioning, (4) functional outcomes and (5) reoperation and complication rates. A systematic search of the literature was performed using two different electronic databases: PubMed (MEDLINE) and Cochrane Library. The search strategy was: "Knee" AND ("Robot" OR "Robotic") AND ("Learning" OR "Curve" OR "Time"). All manuscripts with full text available, written in English or Spanish and published up to December 2024 analyzing RATKA LC were included in the review. Thirty-two articles published between 2018 and 2024 were included. Eighteen (56%) were published in the last two years, reflecting a growing interest in RATKA LC. The 96.9% of the articles analyzed the LC of operative time. The mean number of cases required to reach the proficiency phase was 16 ± 12 (range: 3-61), and the mean number of cases needed to match the operative time of manual TKA was 32 ± 24 (range: 3-73). Accuracy in reproducing planned limb alignment and implant positioning was assessed in 25.0% and 28.1% of the articles, respectively; 94% of them (16/17) reported no LC effect. Only a few studies analyzed the LC of functional outcomes (3/32) and reoperation or complication rates (5/32), and all reported no LC effect. There is a significant learning curve effect for operative time in robotic-assisted TKA, with a mean of 16 ± 12 cases required to reach the proficiency phase and 32 ± 24 cases needed to match the operative time of manual TKA. However, there is no learning curve for accuracy in achieving the planned limb alignment and implant positioning, functional outcomes, or reoperation and complication rates.

Indexed as

Arthroplasty, Replacement, KneeLearning CurveRobotic Surgical ProceduresHumansOperative TimePostoperative ComplicationsReoperationImplant positioningLearning curveOperative timeRoboticsTotal knee arthroplasty (TKA)

Identifiers

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.