In the Beginning… The use of film review, defined as studying footage of oneself or others to improve skills, is common in many professions; it is also frequently used to study athletic performance. Video analysis has been used to determine the match-play demands of different positions in professional rugby [48], and it is frequently used by swimmers to evaluate their performances after competitions [79]. Technological advances have enhanced performance review capabilities. In tennis, the Hawk-Eye player tracking system records player coordinates every 40 ms, and the data collected allow for calculations of speed, acceleration, distance, and direction changes, which provide insight into a player’s style [31]. Motion analysis, defined as the study of motion parameters to improve performance, is also becoming common practice. Small devices can be affixed to athletes to track speed, position, and acceleration data [53, 85]. These data can then be analyzed to gain a more complete understanding of an athlete’s physical capabilities, and this has been used in rugby [27, 29], field hockey [28], Australian football [45, 88], soccer [74], swimming [35], and cross-country skiing [54]. The best athletes in the world are dedicated to training and review their performance with coaches. Similarly, performance review is common in chess, where even the best players review their own games and study the games of other players. Surgery, similar to all endeavors that require accuracy and precision, involves lifelong dedicated practice and learning. Physicians at all stages of their careers, from chief residents to physicians in practice for more than 30 years, have found a film review session with a retired expert surgeon to be productive [42]. In that study, an expert surgeon reviewed the physicians’ surgical footage with them and adjusted the discussion to the experience level of the physician being coached. General surgery residents must complete the Fundamentals of Laparoscopic Surgery and the Fundamentals of Endoscopic Surgery training programs to obtain general surgery certification according to the American Board of Surgery [6]. The residents complete tasks while being graded on precision, efficiency, speed, and accuracy [26, 86]. Although the exact grading metrics are confidential to protect the integrity of the examination, these programs are examples of how validated assessments of surgical skill that correlate with operative performance [60, 80] have been incorporated into surgical training requirements in a nonorthopaedic specialty. Surgeons of all specialties can benefit from advances in technology that allow for refinement of surgical skill. With the advent of unobtrusive motion sensors that give insight into a surgical trainee’s economy of motion [59], orthopaedic surgery training could benefit from these advanced technologies. The Argument Surgical skill historically has been taught using high-volume exposure [34]. Work-hour restrictions have shifted the paradigm, necessitating the creation of more formal and efficient surgical curricula to ensure surgeons finish training with high levels of proficiency despite fewer hours of experience. The American Board of Orthopaedic Surgeons refers to this as a “transition from time-based programs for the acquisition of knowledge and skills to promoting competency-based curricula” [4]. The coronavirus-19 pandemic has also decreased surgical procedure volume for orthopaedic residents, which further emphasizes the need for better methods of teaching surgical skill [37]. Programs have reported various competency-based, novel methods of teaching such as the “surgical games,” in which residents complete simulated tasks, such as a cadaveric carpal tunnel release or a Sawbones model TKA, under direct observation by attending surgeons [16]. Although individual studies such as this have been successful, the cost and time requirements associated with a transition to competency-based curricula seen in countries outside the United States have resulted in concerns that full-fledged adoption of this educational approach will overburden American facilities [22]. Standardized video review and motion analysis could ease this burden. Direct observation requires faculty surgeons to be present to grade the trainee, which can be time prohibitive and therefore unrealistic as a longitudinal training method in which skill progression is tracked. Motion analysis would be especially useful in an orthopaedic training setting because data can be processed and presented rapidly without the need for faculty to be present. Film review is also an efficient training tool because hours of footage can be condensed by nonmedical staff so only pertinent parts of the procedure are included for surgeon and trainee review. Furthermore, blinded film review and motion analysis enable an objective, unbiased assessment of trainees. Orthopaedic surgery training is slowly catching up to athletic training in its use of technology to measure performance, but there is still no standardized curriculum that includes video review and motion analysis with set benchmarks for surgical skill acquisition. Rapid curriculum changes risk being expensive and ineffective [22], and the evidence regarding implementation of film review and motion analysis into orthopaedic training is not all positive. Of the few randomized controlled trials assessing the effect of augmenting surgical learning with film review, most showed no improvements relative to conventional learning methods [8, 9, 21]. In contrast, when film review and motion analysis are used to assess trainees, there are many observational studies that demonstrate the efficacy of these tools in differentiating between experience levels and tracking learning curves, with the caveat that not all motion parameters can represent orthopaedic skill. This review will examine how film review and motion analysis have been used in orthopaedics. Essential Elements We performed this review via detailed, standardized searches of PubMed and Embase through May 30, 2022 (Supplemental Table 1; https://links.lww.com/CORR/A997). We searched for original, prospective (randomized and nonrandomized) or cross-sectional studies that evaluated or relied on the use of film review or motion analysis in orthopaedic surgical training. Searches were not limited by language. We followed the Preferred Reporting Items for Systematic Reviews and Meta-analyses–styled search process to go through the search return [66]. Screening was performed using the Endnote library (ENDNOTE 20, Clarivate). We combined the PubMed and Embase search results for motion analysis and film review. After screening for duplicates, there were 973 studies. We excluded 781 studies through abstract review because they were not relevant to the topic. These excluded studies included but were not limited to topics such as the use of instructional didactic videos for orthopaedic trainees, videos for patients before or after orthopaedic procedures, and the use of motion technologies to assess postoperative outcomes. We included studies that examined the use of film review or motion analysis to directly enhance or measure surgical performance or procedural learning curves, in which participants were students in their first year of orthopaedic residency or later in their orthopaedic career. We excluded studies if medical students were the only participants being tested, but we included studies that had medical students as a novice group to compare with orthopaedic residents. We included high-quality studies using cadavers or simulators. Studies examining procedures frequently performed by orthopaedic residents but in which orthopaedic residents were not the participants in the study were included. For instance, a study of plastic surgery residents performing carpal tunnel releases in which some of the video reviewers were orthopaedic surgeons was included. We excluded case series, case reports, systematic reviews, and expert opinion articles. We excluded studies in which film review or motion analysis was solely used to grade trainees, and in which the efficacy of these grading measures was not being examined. After full-text review, we included 27 studies investigating the use of film review in orthopaedics including five randomized controlled trials [8, 9, 21, 36, 47] and 22 observational studies [3, 11, 12, 15, 20, 23, 24, 30, 41, 44, 50-52, 56, 61, 64, 65, 69, 77, 78, 81, 82]. We included 28 studies investigating the use of motion analysis in orthopaedics, including four randomized controlled trials [40, 58, 62, 70] and 24 observational studies [2, 7, 13, 14, 17, 18, 32, 38, 39, 43, 49, 57, 63, 67, 68, 71-73, 75, 76, 83, 84, 89, 90]. We assessed the quality of evidence using the Grading of Recommendations, Assessment, Development, and Evaluations criteria, which assesses the quality of evidence for each outcome [33] (Supplemental Table 2; https://links.lww.com/CORR/A998). Based on this assessment, seven randomized controlled trials [8, 9, 21, 36, 47, 58, 62] contributed moderate-quality evidence while all observational studies and two randomized controlled trials [40, 70] contributed very low–quality evidence. The quality of evidence was downgraded for several reasons, most commonly for small sample size and inconsistency of results between studies. What We (Think) We Know Does Film Review Enhance Learning? Although junior residents often find film review sessions with more experienced surgeons useful [44], learning augmented with film review had no objective effect on resident learning relative to conventional learning methods for performance on a fracture reduction simulation [21], simulated vascular anastomosis [9], or plating and tension band wiring of surgical model fractures [8]. In contrast to these findings, reviewing surgical microscope footage with an expert surgeon enhanced early learning for neurosurgical residents performing lumbar spine procedures in the operating room, although the conventional-learning students eventually reached the same performance level [36]. Evidence more strongly in favor of supplementing conventional learning with film review also exists. Surgeons became more skilled in minimally invasive of fractures after reviewing video of their own and their In study, learning augmented by film review with an expert surgeon performance of reduction and of fractures in a model relative to residents without film review The evidence for film review as a tool to enhance learning is evidence in favor of film review as a tool to grade is more Does Film Review for Grading or of can be from and Surgical footage can then be graded using that assess a trainee tasks or via a that assesses how the tasks were performed and the quality of the grading of surgical footage is in for its to skill with only study differentiating a skill Surgical footage grading has been for surgical tasks such as and more advanced surgical procedures 20, 24, 41, 65, 69, 78, 81, 82]. Surgical footage grading is also useful for tracking improvements in skill time [3, and was found to be an method of grading skill with high Table of studies that used film review to enhance orthopaedic surgical performance Film grading orthopaedic surgical skills as surgical residents orthopaedic plastic vascular of skill level residents orthopaedic plastic This is a study of present the a on a cadaveric model in a surgical in and orthopaedic by experience level a to a orthopaedic residents, orthopaedic orthopaedic medical students from orthopaedic and an orthopaedic but not other on a model orthopaedic staff surgeons by experience level tunnel in the Surgeons of by experience level reduction and of fractures in the Orthopaedic residents and grading of video is of skill level Orthopaedic residents and a staff surgeon by experience level reduction and of fractures in an model residents residents by experience level on Orthopaedic surgery residents staff surgeons by experience level procedures surgeons procedures as expert surgeons by experience level on a orthopaedic to with expert orthopaedic surgeons by experience level of and in the Orthopaedic residents a faculty and faculty from residents but not residents on cadaveric Orthopaedic residents by procedure experience and orthopaedic faculty by experience level Orthopaedic residents by procedure experience and orthopaedic surgeons by experience level without experienced residents with in the of with most of their practice of by experience level Orthopaedic residents a learning invasive on a lumbar model Orthopaedic and surgery residents a learning orthopaedic residents between two using a tunnel releases on patients in the surgery residents This study that blinded from other are best for grading Film learning reduction and of patients present to the with a fracture or a reduction orthopaedic residents performed the residents and orthopaedic surgeons a film review session residents and faculty found the film review sessions reduction simulation controlled Orthopaedic surgery residents augmented with film review had no effect on performance relative to conventional learning methods vascular anastomosis controlled surgical residents plastic general augmented with film review had no effect on performance relative to conventional learning methods and tension band wiring of surgical model fractures controlled Orthopaedic surgery residents augmented with film review had no effect on performance relative to conventional learning methods spine procedures in the controlled residents augmented with film review enhanced early learning relative to conventional but eventually reached the same performance level invasive of fractures Surgeons as on the of or Film review performance and of an fracture model controlled Orthopaedic residents augmented with film review performance relative to conventional learning methods operating and Does Motion Enhance Learning? is a of evidence regarding students better when they have to their motion and the evidence is to conventional training training on a with to motion metrics was found to improve learning of cadaveric but had no effect when learning Does Motion for Grading Surgical studies assessing motion analysis were performed on procedures Of the studies examining surgical tasks other than each assessed a different surgical and collected different motion so a be from their combined The showed that some motion parameters can surgeons by skill level in surgical tasks while other motion parameters This inconsistency more be before motion analysis is used to grade orthopaedic while they Table of studies that used motion analysis to enhance orthopaedic surgical performance Motion collected Motion procedures on a students and orthopaedic orthopaedic residents and orthopaedic staff by experience level to not by experience level orthopaedic residents by experience a learning students performed orthopaedic residents an and performed by experience level to not by experience level and students and orthopaedic orthopaedic orthopaedic residents, orthopaedic faculty and the and These metrics were used in a of a which was in differentiating by experience level surgeons with no experience or surgeons with procedures as to and by tools not by experience level of the and orthopaedic resident group between and expert group orthopaedic motion collected from sensors on the of of and of by experience level junior surgeons surgeons with surgeons surgeons with by experience level controlled orthopaedic of surgical a learning controlled Orthopaedic and a learning Orthopaedic residents a learning orthopaedic orthopaedic orthopaedic surgeons sensors on the and lumbar spine by experience level on a surgeons performed expert surgeons with in motion and motion by experience level acceleration and not by experience level a in a orthopaedic residents, attending orthopaedic surgeons of tool to by experience level and with not by experience level orthopaedic residents, orthopaedic faculty of tool to by experience level and with not by experience level on a orthopaedic surgeons motion collected from sensors on the of of and of a learning tasks and orthopaedic trainees, and orthopaedic faculty by experience level Standardized tasks on an and sensors of by experience level tasks with tool relative to an between tool in and between the and These metrics by experience but were and only for tasks on the tools were being used with a or Orthopaedic residents, and attending surgeons by experience but these metrics were and only for tasks on the tools were being used with a or Orthopaedic residents orthopaedic faculty and in by experience level Motion surgical tasks other than and Orthopaedic trainees, orthopaedic of by experience level Orthopaedic residents orthopaedic faculty motion not by experience level fracture on a model orthopaedic residents orthopaedic residents of by experience level not by experience level lumbar residents with in surgery and by experience level and motion not by experience level orthopaedic and residents and spine spine surgeons and to the by experience level Motion learning approach controlled Orthopaedic residents metrics time training with to motion learning of the procedure relative to conventional training methods approach Orthopaedic residents expert surgeons of and with a approach which a learning and showed improvements in of that reached expert surgeon levels controlled metrics with to motion on a had no effect on learning of the procedure relative to training on a without motion of performance in the of motion including by the and is the to by a tool in the Although metrics between with different skill levels performing and on a 18, the was not different between with different experience levels In other tool to were metrics in differentiating by experience level and as as Table of common motion metrics collected in motion analysis studies Motion Motion collected What the motion in tools by and to by a tool motion economy of acceleration, of to an with sensors on the of of and of motion sensors on the and lumbar spine of the and motion the in with the Motion and motion of the of each in with the Motion and motion motion including the of and of from sensors on the of the have been useful in differentiating between with different skill levels [2, and tracking learning [40, 70] while of the and as as simulated sensors on the and lumbar spine insight into performance between residents and experienced orthopaedic surgeons performing cadaveric experience surgeons their more and had more and and their time their including motion and motion between and expert orthopaedic surgeons performing on a although there was no for acceleration or for Although a in a the of their to an between experience levels while and with could not sensors the of and the as surgeons with on a and by experience level in simulated tasks and and sensors provide data on the of and of a by 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each and their operative video and to film review, there are several and each has some surgical including a of the performance than on the parts of the procedure is Although this the footage for the of time could the of which would grading of surgical footage For instance, videos of a procedure in which a was into an not footage of a the procedure because this was to the video This resulted in some for their footage with using a assessment to grade the same performance. is the time Film review time because surgeons with grading must only the but the process is time to hours video to footage of plastic surgery residents performing carpal tunnel to videos of the to surgical videos can the process and surgical footage into for review but this technology is more tested, and training staff to the be a but with film review is how many are to assess performance. has been that an assessment on the of five to seven different to for the of the This the of grade the study in which plastic surgery 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We film review and motion analysis will not only be into orthopaedic surgical training programs to improve resident but they will also as tools to improve performance and of We these changes will not in the of we individual programs will using these technologies to resident we standardized of longitudinal data on as they through their better skills and of for Surgical skill as assessed by motion analysis, will be to ensure an level of proficiency in surgical skills before in the operating We also video assessment of surgical will be used as a to time for more without the risk of performance in the With the advent of video and motion surgeons and surgical will and surgical skills in an and
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