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Objective Fluoroscopic Image-Based Assessment of Intraoperative Wire Navigation Skill Agrees with Subjective Expert
Dominik Mattioli1, Geb W Thomas1,2, Emily E Connor3
1Department of Industrial & Systems Engineering, University of Iowa Hospitals and Clinics, Iowa City, Iowa, USA.
The Iowa Orthopaedic Journal
|July 3, 2025
Summary
Objective fluoroscopic analysis offers a reliable method for assessing orthopedic surgical skills, complementing subjective expert evaluations. This approach provides objective, data-driven feedback for surgical training programs.
Area of Science:
- Orthopedic Surgery
- Medical Education
- Surgical Skills Assessment
Background:
- Current orthopedic technical skill assessment relies on subjective expert evaluations.
- This study introduces fluoroscopic image-based analysis as an objective assessment tool.
- It compares this objective method to subjective expert opinion for wire navigation procedures.
Purpose of the Study:
- To demonstrate the utility of fluoroscopic image-based analysis for objective assessment of orthopedic technical proficiency.
- To compare objective rankings derived from fluoroscopic analysis with subjective expert consensus.
- To evaluate the reliability and agreement of objective versus subjective skill assessment methods.
Main Methods:
- Fluoroscopic images from 23 pediatric supracondylar humerus fracture pinning procedures were analyzed to create an objective ranking.
- Six experts provided individual rankings, which were aggregated into a consensus ranking.
- Inter-rater reliability (Cronbach's α) and correlation coefficients (Spearman) were calculated to compare rankings.
Main Results:
- Expert assessments showed acceptable inter-rater reliability (α = 0.78).
- A strong agreement was found between the objective ranking and expert consensus (R² = 0.59).
- The objective ranking's agreement with consensus surpassed most individual expert rankings.
Conclusions:
- Objective fluoroscopic image-based analysis is an effective tool for assessing technical operating room performance.
- This objective method can serve as a valuable complementary tool to expert assessment in orthopedic skills training.
- Integrating objective metrics with expert consensus enhances the robustness and scalability of surgical skill assessment.

