The aim of this study was to characterize the relationship between pre- and postoperative opioid use among patients undergoing common elective orthopaedic procedures Pre- and postoperative opioid use were studied among patients from a national insurance database undergoing seven common orthopaedic procedures using univariate log-rank tests and multivariate Cox proportional hazards analyses.Aims
Patients and Methods
In professional football a key factor regarding injury is the time to return to play. Accurate prediction of this would aid planning by the club in the event of injury. It would also aid the club medical staff. Gaussian processes may be used for machine learning tasks such as regression and classification. This study determines whether machine-learning methods may be used for predicting how many days a player is unavailable to play. A database of injuries at one English Premier League Professional Football Club was reviewed for a number of factors for each injury. Twenty-five variables were recorded for each injury, including time to return to play. This was determined to be the response variable. We used a Gaussian process model with a Laplacian kernel to determine whether the return to play could be predicted from the other variables. The root mean square error was 13.186 days (S.D.: 8.073), the mean absolute error was 8.192 days (S.D.:13.106) and the mean relative error 171.97% (S.D.:75.56%). A linear trend was observed and the model demonstrated high accuracy with greater errors being observed for cases where the value of the response variable was higher, i.e. in those cases where the time to return to play was lengthy. This is the first step in attempting to design a computer-based model that will accurately predict the time for a professional footballer to return to play. The model is extremely accurate for most cases, with errors increasing as the severity of the case increases too.
In 1902 Shenton described his “line” which, “is formed by the outlines of the upper margin of the obturator foramen and the inner margin of the neck of the femur” stating, “broken continuity of which infallibly indicates displacement or trouble in the hip region. Some 110 years later with significant advancements in Radiology, we assessed whether there is still a role in modern Orthopaedics. We reviewed 900 anterior-posterior bilateral hips on pelvis radiographs and noted whether Shenton's line was intact or broken. We recorded the presence or absence of pathology in each hip along with age and sex of the patient. In addition 15 independent observers were asked to blindly independently review 15 pelvic radiographs on two separate occasions. They noted whether Shenton's line was intact or disrupted. From this data we analysed the intra and inter-observer reliability. 1547 hips were analysed. 63% (971/1547) had an intact Shenton's line, 37% (576/1547) had a disrupted line. Of 271 femoral neck fractures, 44 (16%) were seen to have an intact Shenton's line. Regarding other pathologies, 2% of osteoarthritic hips, 0.1% of dysplastic hips and 20% of prosthetic hips had a disrupted Shenton's line. No ‘normal’ hips had a broken line. There was significant inter-observer error yet little intra-observer error found. Our evidence reaffirms Shenton's original work. With a disrupted line there is a high probability of pathology within the hip. However, there may still be a fracture with an intact line, suggesting that Shenton's line is highly sensitive yet not greatly specific.
Fifth metatarsal fractures are a common injury suffered by professional footballers. It is frequently reported in the media that such an injury will result in a 6-week absence from play. The purpose of this study was to assess frequency of media reporting of fifth metatarsal fractures, the time that is predicted by the media before the player will return to soccer and the actual time taken for the player to return to play. Internet search engines identified 40 professional footballers that suffered 49 fifth metatarsal fractures between 2001 and 2011. Information was collected from various media and team websites, match reports, photography and video evidence to provide data regarding the mechanism of injury, playing surface conditions, frequency of fractures per season, fracture treatment, estimated amount of time to be missed due to the injury and time taken to return to play.Introduction
Methods
Patella tendonitis is common amongst sportsmen. No published evidence of this injury in elite professional footballers exists. The aim of this study was to determine the frequency of this injury in the elite professional footballer, along with the impact of such an injury on the amount of time missed and the outcomes of various treatment options. Data was collected prospectively for injuries suffered by first team players, development squad players and academy squad players over the 2009–10 and 2010–11 English Premier League (EPL) season at one EPL club. Each player's demographics were recorded. The injury was recorded along with the time that the player was absent because of the injury, the treatment that the player received and whether they suffered any recurrence of the injury.Introduction
Methods
MRSA colonisation increases the risk of acquiring a surgical site infection (SSI). Screening identifies such patients and provides them with suitable eradication treatment prior to surgery to decrease their risk of infection. Our aim was to determine whether receiving effective eradication therapy decreases the risk of infection in a patient previously screening positive for MRSA to that of someone screening negative. 1061 patients underwent elective total knee or hip replacement between March 2008 and July 2010. 1047 had pre-operative screening for MRSA and MSSA using nasal and perineum swabs. If positive for MRSA they underwent a course of eradication treatment and were required to provide a negative swab result prior to undertaking surgery. However during the time of this study those screening positive for MSSA did not receive eradication treatment. Surgical site infections were recorded and the rate of infection, relative risk and odds ration were calculated.Introduction
Methods
Classification systems are used throughout Trauma and Orthopaedic (T&O) surgery, designed to be used for communication, planning treatment options, predicting outcomes and research purposes. As a result the majority of T&O knowledge is based upon such systems with most of the published literature using classifications. Therefore we wanted to investigate the basis for the classification culture in our specialty by reviewing Orthopaedic classifications and the literature to assess whether the classifications had been independently validated. 185 published classification systems within T&O were selected. The original publication for each classification system was reviewed to assess whether any validation process had been performed. Each paper was reviewed to see if any intra-observer or inter-observer error was reported. A PubMed search was then conducted for each classification system to assess whether any independent validation had been performed. Any measurement of validation and error was recorded.Introduction
Methods
Knee injuries are common amongst footballers. The aim of this study was to establish frequency and variation of knee injuries within one English Premier League (EPL) professional football club over two seasons, to assess number of days missed due to injury, and analyse current treatment regimen for each injury type. Data was collected prospectively for injuries suffered by players between 2009 and 2011, spanning two EPL seasons at one EPL club. Demographics were recorded along with various factors influencing injury, including playing surface, pitch condition, dominant side, type of injury, ability to continue playing, and mechanism of injury. Time taken for return to play, and treatment received was recorded.Introduction
Method
Foot and ankle injuries are a common occurrence amongst all footballers. The aim of this study was to establish the frequency and variation of foot and ankle injuries within one English Premier League (EPL) professional football club over the course of a season and attempt to identify any factors associated with the injuries. Data was collected prospectively for all foot and ankle injuries suffered by first team players over the 2008–09 and 2009–10 EPL season at one EPL club. Each player's demographics were recorded along with various factors concerning or influencing the injury including ground conditions, foot posture index score (FPIS), type of injury, ability to continue playing, recovery time, mechanism of injury and footwear type.Introduction
Method
Pre-operative templating has become an essential aspect of pre-operative preparation for elective total hip replacement. The techniques involved have evolved from acetates used with analogue radiographs to digital processes. This study audits the accuracy of the TraumaCad software in total hip replacement since its introduction at two centres in the same trust. The pre and post-operative radiographs of 40 patients undergoing total hip replacement by a single surgeon at a district general hospital were retrospectively reviewed. Patients that had templating of their digital Picture Archiving and Communications Systems (PACS) pelvic images using the TraumaCad software programme (Orthocrat Ltd, Petach-Tikva, Israel) were included. The templated acetabular component and femoral stem was compared to the actual size of acetabular and femoral prostheses inserted at surgery. The acetabulum was accurately templated in 38.9% of the hips and within ± 1 size in a further 44.4% (total 83.3%). The femoral stem size was accurate in 27.8% of the hips and within ± 1 size in a further 52.8% of the hips (total 80.6%). Such a variation is likely due to the variable positioning of the calibration ball. TraumaCad is a useful tool in the pre-operative templating of hips successfully predicting the prosthesis components within ± 1 size in the majority of hips studied. However, it should not be relied upon as an absolute measurement of the size of prosthesis to be used, rather be used as a suitable guide to intra-operative stages such as the femoral neck cut position.
Quality assurance for training in trauma and orthopaedics was provided by the JCHST through the SAC for Trauma and Orthopaedics. To date there have been written SAC standards; some are compulsory and others advisory and will generate requirements or recommendations to change if unmet on inspection. There has been a major change in the way postgraduate training is monitored and quality assured, with the formation of the PMETB, which now has the combined responsibility for all postgraduate training. The aims and objectives of our study were to measure the effectiveness of the current quality assurance system for training in Trauma and Orthopaedics, and to determine the reduction in the number of unmet compulsory standards at the end of the visits process and how effectively these requirements were implemented. We also identified the deficiencies in each component of training and determined the current general profile of the quality of training in Trauma and Orthopaedics. The inspection visits, progress and revisit reports were collected from training regions that were visited after the standards were implemented. In 109 units, in the 3 years studied, the inspection process reduced the overall unmet standards from a mean of 14.8% (10.3-19.2%) to 8.9% (6.5%-12.7%). The number of unmet requirement per unit fell from 4.6 to 2.8 (p<0.05). 27% of units did not improve. Overall 15% of standards were deficient, least in Scottish units and most in Irish units. Currently registrars do 1.4 trauma lists, 2.8 elective lists, 1.3 fracture clinics and 2.1 elective clinics per week. This is the first multi-regional study of a national accreditation process. Quality assurance requires standards setting and rectification. These findings are important for the imminent restructuring by the Postgraduate Medical Education Board.
In order to assess the efficacy of inspection and accreditation by the Specialist Advisory Committee for higher surgical training in orthopaedic surgery and trauma, seven training regions with 109 hospitals and 433 Specialist Registrars were studied over a period of two years. There were initial deficiencies in a mean of 14.8% of required standards (10.3% to 19.2%). This improved following completion of the inspection, with a mean residual deficiency in 8.9% (6.5% to 12.7%.) Overall, 84% of standards were checked, 68% of the units improved and training was withdrawn in 4%. Most units (97%) were deficient on initial assessment. Moderately good rectification was achieved but the process of follow-up and collection of data require improvement. There is an imbalance between the setting of standards and their implementation. Any major revision of the process of accreditation by the new Post-graduate Medical Education and Training Board should recognise the importance of assessment of training by direct inspection on site, of the relationship between service and training, and the advantage of defining mandatory and developmental standards.
