Evidence map›Paper›PMID 41830061›Full record

Observational studyANZ journal of surgery

Assessing Cognitive Workload and Performance in the Operating Room: Challenges in Applying NASA-TLX Among Experienced Surgeons.

Yit J Leang, Stephen W Bell, Kaleb R Lourensz, Maria K Vanguardia, Joseph C H Kong, Paul R Burton, Wendy A Brown

Abstract readMulticenter StudyObservational Study
In one paragraph

Observational study in ANZ journal of surgery. 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

7 authors.

Yit J LeangDepartment of Surgery, School of Translational Medicine, Monash University, Alfred Health, Melbourne, Victoria, Australia.ORCID https://orcid.org/0000-0002-2762-6260
Stephen W BellDepartment of Surgery, School of Translational Medicine, Monash University, Alfred Health, Melbourne, Victoria, Australia.
Kaleb R LourenszDepartment of Surgery, School of Translational Medicine, Monash University, Alfred Health, Melbourne, Victoria, Australia.ORCID https://orcid.org/0000-0003-0109-0258
Maria K VanguardiaDepartment of Surgery, School of Translational Medicine, Monash University, Alfred Health, Melbourne, Victoria, Australia.ORCID https://orcid.org/0000-0002-2766-6641
Joseph C H KongDepartment of Surgery, School of Translational Medicine, Monash University, Alfred Health, Melbourne, Victoria, Australia.
Paul R BurtonDepartment of Surgery, School of Translational Medicine, Monash University, Alfred Health, Melbourne, Victoria, Australia.
Wendy A BrownDepartment of Surgery, School of Translational Medicine, Monash University, Alfred Health, Melbourne, Victoria, Australia.

Funding

Australian Government Research Training Program
6 · The paper itself

Abstract

backgroundSurgical performance and cognitive workload (CWL) are central determinants of operative outcomes. Most prior studies have relied on simulated environments, limiting their clinical relevance. This pilot study aimed to evaluate the feasibility of using the National Aeronautics and Space Administration Task Load Index (NASA-TLX) to measure task related CWL in operating theatres and investigate the relationship between CWL and technical performance using validated assessment tools.

methodsA prospective, multicentre study was undertaken across seven Australian hospitals. Five expert surgeons performed 61 minimally invasive operations, including right hemicolectomies and secondary gastric bypasses. Surgeons self-reported CWL using NASA-TLX. Technical performance was independently evaluated using validated instruments: global operative assessment of laparoscopic skills (GOALS), global evaluative assessment of robotic skills (GEARS), bariatric objective structured assessment of technical skills (BOSATS) and a right hemicolectomy-specific scale. Scores were stratified into proficiency tiers and correlated with workload indices.

resultsWorkload scores varied substantially within and across surgeons. Some demonstrated narrow workload distributions, while others exhibited broader ranges. Median baseline scores differed between individuals. Inter-assessor agreement was substantial (κ = 0.73, p < 0.001). Overall proficiency was high, although seven of 61 cases showed notable technical errors, with proficiency scores below eight out of 10. No strong correlation was identified between NASA-TLX scores and performance measures.

conclusionThis study demonstrated the feasibility of using NASA-TLX to assess overall CWL during live surgery and linking objective metrics to performance. Substantial inter-surgeon variability in workload and proficiency was observed. No significant association between CWL and performance was identified among expert surgeons in this study.

trial registrationAustralian and New Zealand Clinical Trials Registry (ANZCTR): 126200001943.

Indexed as

Clinical CompetenceCognitionOperating RoomsSurgeonsWorkloadAustraliaFeasibility StudiesFemaleHumansLaparoscopyMalePilot ProjectsProspective StudiesTask Performance and AnalysisUnited StatesUnited States National Aeronautics and Space Administrationcognitive workloadNASA‐TLXsurgical executionsurgical performance

Identifiers

PMID41830061
PMCPMC13536208

What OpenQuestion holds

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Registered trials

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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.