Minimally invasive surgery (MIS): understanding human performanceThe adoption and spread of MIS has forced the surgical profession to investigate why the learning and practice of MIS challenged otherwise proficient surgeons and posed considerable difficulties for the novice or trainee. It has also forced surgery and medicine to develop a better understanding of the factors that can and do compromise operator learning and performance [1, 2]. These developments in turn fostered better insights into the processes of learning surgical procedures (the learning curve) and stimulated the development of tools [3] and measurement strategies [4] that helped to supplant the Halstedian training paradigm (i.e., that of learning from exposure to a large volume of clinical cases). Much of the knowledge and expertise necessary to facilitate this process already existed in the findings of more than a century of research in psychology and the behavioral sciences. Surprisingly, surgery and medicine seemed unaware of this body of research despite the fact that other high-skills domains had already drawn upon and helped develop this body of knowledge (e.g., aviation, space flight).Human performance, whether in aviation, space flight, nuclear surety or surgery, is correctly characterized as a complex and dynamic interplay between the related human factors of sensation, perception, cognition, and kinesthetic. Each of these factors impacts on psychomotor performance and learning. The fact that they are not directly observable is a major obstacle to developing a comprehensive understanding of these factors. Usually their effect(s) can only be inferred from observations on performance outcomes. However, the aviation and space communities have developed entire industries around the quantitative measurement and understanding of these human attributes and how they impact on operator performance under different high-risk situations. They even use ''near accidents'' or ''near misses'' as occasions for learning rather than as a punishment. In-depth and detailed analysis of such events is used to recreate them and to develop strategies for anticipating, avoiding, or coping with them in the future. Pilots and aviators are then made aware of the findings and solutions.
Measurement and motion analysis: the value of hand trackingThe MIS revolution forced the surgical community to develop a similar scientific understanding of performance through quantitative metrics and analytics; however, by comparison to the aviation and space sectors, this enterprise in surgery (and medicine) is in its infancy. There are, however, encouraging signs that this understanding and use of it are growing, particularly for MIS and image-guided interventions. One of the earliest and most elegant approaches to the measurement of surgical skill/performance derived from the observation that talented surgeons