Evidence map›Paper›PMID 41482504›Full record

Trial reportBJU international2026

Randomised trial on the economic impact of proficiency-based progression vs conventional robotic surgical training.

Stefano Puliatti, Natali Rodriguez Peñaranda, Marco Amato, Ruben De Groote, Rui Farinha, Brendan Bunting, Ben van Cleynenbreugel, Alexandre Mottrie, Anthony G Gallagher

Registry-linked trialAbstract readRandomized Controlled TrialComparative Study
In one paragraph

Trial report in BJU international, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04541615 (Prospective and Randomized Assessment of the Impact of Proficiency-based Progression E-learning Prior to Skills Training on a Robotic Surgical Task), which is not on this map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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.

NCT04541615 nacompletednot on this map

Prospective and Randomized Assessment of the Impact of Proficiency-based Progression E-learning Prior to Skills Training on a Robotic Surgical Task

TypeinterventionalSponsorOrsi AcademyRan2020 to 2020Enrolled48ConditionsSurgery, E-learningArmsOnline course with proficiency test, Online course, Standard training group, Apprenticeship group
3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

9 authors.

Stefano PuliattiUniversity of Modena and Reggio Emilia, Modena, Italy.ORCID 0000-0002-1597-9595
Natali Rodriguez PeñarandaUniversity of Modena and Reggio Emilia, Modena, Italy.ORCID 0009-0006-3057-3805
Marco AmatoDepartment of Urology, Azienda Ospedaliero-Universitaria di Modena, Modena, Italy.
Ruben De GrooteDepartment of Urology, Onze-Lieve-Vrouw Hospital, Aalst, Belgium.ORCID 0000-0003-4081-8221
Rui FarinhaOrsi Academy, Melle, Belgium.ORCID 0000-0002-1286-1399
Brendan BuntingSchool of Psychology, Ulster University, Coleraine, UK.
Ben van CleynenbreugelSchool of Psychology, Ulster University, Coleraine, UK.ORCID 0000-0001-9517-3673
Alexandre MottrieDepartment of Urology, Onze-Lieve-Vrouw Hospital, Aalst, Belgium.
Anthony G GallagherOrsi Academy, Melle, Belgium.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo evaluate the cost-effectiveness of proficiency-based progression (PBP) training compared to conventional surgical training approaches, and to determine whether PBP training implementation is economically justified when scaled to large numbers of trainees.

methodsEconomic analysis was performed using data from the prospective, randomised, and blinded Orsi Surgical Skills E-learning Trial (OSSET; ClinicalTrials.gov identifier: NCT04541615) at ORSI Academy (Belgium), where 47 medical trainees without prior robotic surgery experience were randomised into four groups, each with progressively reduced adherence to the PBP methodology. All trainees completed simulation-based training on a validated bladder-urethra anastomosis model, ranging from full PBP training with metric-based assessment and proficiency benchmarks (Group 1) to a traditional apprenticeship model (Group 4). The primary outcome was training cost, evaluated per trainee and based on programme scalability (12-500 trainees), including expenses for accommodation, laboratory time, and metric development. Cost equivalence points and scalability thresholds were identified to compare the financial impact of the four training strategies.

resultsThe PBP training was more expensive than conventional methods for small cohorts (e.g. €14 139 vs €7067 per trainee for 12 trainees), but became significantly more cost-effective beyond 25 trainees (equivalence point). At 500 trainees, total PBP training cost was €1.69 million compared to €3.53 million for conventional training, a 110% cost advantage. All differences were statistically significant (P < 0.001).

conclusionsWe conclude that PBP training is significantly more effective and becomes increasingly cost-efficient as the number of trainees increases. These findings support its integration into high-volume national training programmes, offering a scalable and economically sustainable alternative to apprenticeship-based surgical education.

Indexed as

Clinical CompetenceRobotic Surgical ProceduresSimulation TrainingUrologic Surgical ProceduresBelgiumCost-Benefit AnalysisHumansProspective Studiescost effectivenessproficiency‐based progressionRandomised trialrobotic surgerysurgical training

Identifiers

PMID41482504
PMCPMC12907777

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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.