Evidence map›Paper›PMID 41240203›Full record

ArticleJournal of interventional cardiac electrophysiology : an international journal of arrhythmias and pacing2026

Beyond the badge: quantitative insights of skill gaps in licensed early-career cardiac device implanters and evidence-based pathways to proficiency.

Jorio Mascheroni, Martin Stockburger, Ashish Patwala, Hartwig Retzlaff, Anthony G Gallagher

Abstract readMulticenter Study
PubMed Publisher
In one paragraph

Article in Journal of interventional cardiac electrophysiology : an international journal of arrhythmias and pacing, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the 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.

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

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

5 authors.

Jorio MascheroniDepartment of Cardiovascular Sciences, KU Leuven, Herestraat 49, 3000, Louvain, Belgium. jorio.mascheroni@yahoo.com.ORCID http://orcid.org/0000-0002-1618-3169
Martin StockburgerDepartment of Cardiology and Internal Medicine, Havelland Kliniken, Ketziner Straße 21, 14641, Nauen, Germany.ORCID http://orcid.org/0000-0002-6927-9420
Ashish PatwalaDepartment of Cardiology, University Hospital of North Midlands, Newcastle Road, Stoke-On-Trent, ST4 6QG, UK.ORCID http://orcid.org/0000-0002-3166-0816
Hartwig RetzlaffTraining Concept Consulting, Alpenstrasse 14a, 82194, Groebenzell, Germany.
Anthony G GallagherOrsi Academy, Proefhoevestraat 12, 9090, Melle, Belgium.ORCID http://orcid.org/0000-0003-0887-5613

Funding

Medtronic Europe conduct.Medtronic Europe Medtronic supported the study by providing the training infrastructure but did not influence its design
6 · The paper itself

Abstract

Cardiac implantable electronic devices (CIEDs) are widely used to manage rhythm disorders. However, implanters' training still follows an apprenticeship model, conducted in vivo from the outset, with wide institutional variability and lacking objective performance criteria to assess competence. Using objective validated metrics, this study evaluated procedural skills of early-career operators licensed to independently perform implantations and explored potential benefits of additional simulation-based training. Fifteen CIED implanters from six European countries underwent a three-task simulation assessment: (1) virtual reality dual-chamber pacemaker lead implantation scored using validated procedural metrics; (2) suture selection for lead fixation; and (3) knot-tying tested for security via tensiometer. Primary outcomes included total procedural errors (All-Errors), correct suture choice, and knot integrity. Performance was benchmarked against expert-defined proficiency standards. A supplementary analysis compared results with prior cohorts trained via traditional simulation-based training (SBT) or proficiency-based progression (PBP) approach. Participants made a median of 7.0 All-Errors (IQR 4.0-8.5) in the implant task, with only 20% meeting proficiency criteria. Correct suture selection occurred in 73%, and 67% tied secure knots. No significant correlation was found between implant experience and All-Errors rate. Compared to study participants, PBP-trained peers made 76% fewer errors (p < 0.001), while SBT training offered no significant advantage. Despite being licensed first operators, most early-career CIED implanters did not meet proficiency benchmarks. These findings highlight limitations in current training and certification. Proficiency-Based Progression may address these gaps by ensuring objectively verified readiness on simulation before in-vivo practice. Future studies should evaluate its impact on clinical outcomes.

Indexed as

Clinical CompetenceDefibrillators, ImplantablePacemaker, ArtificialProsthesis ImplantationSimulation TrainingEuropeFemaleHumansMaleCardiac resynchronization therapyMetricsPacingProficiency-based progressionSkillTraining

Identifiers

What OpenQuestion holds

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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.