Information Discrimination and Its Implications on Distributing Healthcare Costs Fairly.

Surgical education is undergoing a significant transformation. While the traditional apprenticeship model of education in surgical training has long centred around hands-on experience in the operating room, there is a growing shift toward simulation- and proficiency-based training. This evolution is driven by the need to enhance patient safety and to provide structured, efficient training environments for surgical residents. With this shift, the importance of objective performance assessment has increased. Simulator-based metrics offer useful quantitative insights but are difficult to interpret within a meaningful clinical context. These systems predominantly rely on automated, quantitative parameters such as task completion time, instrument path length, motion economy, or predefined error detection. While such metrics allow standardized and scalable data collection, they primarily capture efficiency-related aspects of performance and fail to reflect the qualitative nuances of surgical skill, including tissue handling, depth perception, or autonomous decision-making. To address these limitations, structured qualitative assessments such as the Objective Structured Assessment of Technical Skills (OSATS) and the Global Operative Assessment of Laparoscopic Skills (GOALS) have emerged as comprehensive tools for evaluating surgical performance. These instruments enable a nuanced evaluation of technical and non-technical skills using standardized criteria that better reflect real operative competence.