Evidence map›Paper›PMID 42735264›Full record

ReviewInternational journal of urology : official journal of the Japanese Urological Association2026

Instructional Design for Surgical Novices Based on Cognitive Load Theory: Implications for Urologic Surgery Training.

Sachiyo Nishida, Naoya Masumori

Abstract readReview
In one paragraph

Review in International journal of urology : official journal of the Japanese Urological Association, 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

2 authors.

Sachiyo NishidaDepartment of Urology, School of Medicine, Sapporo Medical University, Sapporo, Japan.ORCID https://orcid.org/0000-0002-3608-3931
Naoya MasumoriDepartment of Urology, School of Medicine, Sapporo Medical University, Sapporo, Japan.ORCID https://orcid.org/0000-0001-6324-0739

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe rapid adoption of robot-assisted surgery has fundamentally altered urology training pathways. Although robotic platforms may reduce workload in experienced surgeons, these benefits may not extend to novice trainees. Apparent technical fluency during supervised console participation may conceal cognitive demands related to system control, anatomical interpretation, procedural sequencing, tissue handling, and team communication.

objectivesThis review examined how cognitive load theory (CLT) can inform instructional design for novice trainees in robot-assisted urologic surgery.

methodsA narrative review of the literature on CLT, surgical education, and urological training was conducted using PubMed and Google Scholar. The articles were selected based on their relevance to cognitive load management, surgical training, and video-based learning. KEY

findingsCLT distinguishes intrinsic load arising from task complexity, extraneous load arising from avoidable features of instruction or the environment, and cognitive resources devoted to schema construction. In novice trainees, unfamiliar interfaces and the simultaneous demands of console operation and procedural decision-making may consume much of the available working memory capacity. CLT-informed strategies-including procedural segmentation, signaling, pre-training, part-task practice, scaffolded supervision, cognitive aids, and simulation-may help align task demands with trainee expertise. A practical framework can structure instruction before surgery, provide brief prioritized guidance during surgery, and use focused debriefing afterward.

conclusionsCLT provides a useful framework for robotic surgical education, but the current evidence is heterogeneous and not specific to all urologic settings. Prospective studies should determine whether CLT-informed training improves learning, proficiency, and patient outcomes.

Indexed as

CognitionRobotic Surgical ProceduresUrologic Surgical ProceduresUrologyClinical CompetenceHumanscognitive load theoryminimally invasive surgeryrobotic surgerysurgical educationurology training

Identifiers

PMID42735264
PMCPMC13574300

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.