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The Bone & Joint Journal
Vol. 106-B, Issue 3 Supple A | Pages 24 - 30
1 Mar 2024
Fontalis A Wignadasan W Mancino F The CS Magan A Plastow R Haddad FS

Aims. Postoperative length of stay (LOS) and discharge dispositions following arthroplasty can be used as surrogate measurements for improvements in patients’ pathways and costs. With the increasing use of robotic technology in arthroplasty, it is important to assess its impact on LOS. The aim of this study was to identify factors associated with decreased LOS following robotic arm-assisted total hip arthroplasty (RO THA) compared with the conventional technique (CO THA). Methods. This large-scale, single-institution study included 1,607 patients of any age who underwent 1,732 primary THAs for any indication between May 2019 and January 2023. The data which were collected included the demographics of the patients, LOS, type of anaesthetic, the need for treatment in a post-anaesthesia care unit (PACU), readmission within 30 days, and discharge disposition. Univariate and multivariate logistic regression models were used to identify factors and the characteristics of patients which were associated with delayed discharge. Results. The multivariate model identified that age, female sex, admission into a PACU, American Society of Anesthesiologists grade > II, and CO THA were associated with a significantly higher risk of a LOS of > two days. The median LOS was 54 hours (interquartile range (IQR) 34 to 78) in the RO THA group compared with 60 hours (IQR 51 to 100) in the CO THA group (p < 0.001). The discharge dispositions were comparable between the two groups. A higher proportion of patients undergoing CO THA required PACU admission postoperatively, although without reaching statistical significance (7.2% vs 5.2%, p = 0.238). Conclusion. We found that among other baseline characteristics and comorbidities, RO THA was associated with a significantly shorter LOS, with no difference in discharge destination. With the increasing demand for THA, these findings suggest that robotic assistance in THA could reduce costs. However, randomized controlled trials are required to investigate the cost-effectiveness of this technology. Cite this article: Bone Joint J 2024;106-B(3 Supple A):24–30


Bone & Joint Open
Vol. 2, Issue 11 | Pages 900 - 908
3 Nov 2021
Saunders P Smith N Syed F Selvaraj T Waite J Young S

Aims. Day-case arthroplasty is gaining popularity in Europe. We report outcomes from the first 12 months following implementation of a day-case pathway for unicompartmental knee arthroplasty (UKA) and total hip arthroplasty (THA) in an NHS hospital. Methods. A total of 47 total hip arthroplasty (THA) and 24 unicompartmental knee arthroplasty (UKA) patients were selected for the day-case arthroplasty pathway, based on preoperative fitness and agreement to participate. Data were likewise collected for a matched control group (n = 58) who followed the standard pathway three months prior to the implementation of the day-case pathway. We report same-day discharge (SDD) success, reasons for delayed discharge, and patient-reported outcomes. Overall length of stay (LOS) for all lower limb arthroplasty was recorded to determine the wider impact of implementing a day-case pathway. Results. Patients on the day-case pathway achieved SDD in 47% (22/47) of THAs and 67% (16/24) of UKAs. The most common reasons for failed SDD were nausea, hypotension, and pain, which were strongly associated with the use of fentanyl in the spinal anaesthetic. Complications and patient-reported outcomes were not significantly different between groups. Following the introduction of the day-case pathway, the mean LOS reduced significantly by 0.7, 0.6, and 0.5 days respectively in THA, UKA, and total knee arthroplasty cases (p < 0.001). Conclusion. Day-case pathways are feasible in an NHS set-up with only small changes required. We do not recommend fentanyl in the spinal anaesthetic for day-case patients. An important benefit seen in our unit is the so-called ‘day-case effect’, with a significant reduction in mean LOS seen across all lower limb arthroplasty. Cite this article: Bone Jt Open 2021;2(11):900–908


Bone & Joint Open
Vol. 2, Issue 11 | Pages 966 - 973
17 Nov 2021
Milligan DJ Hill JC Agus A Bryce L Gallagher N Beverland D

Aims. The aim of this study is to assess the impact of a pilot enhanced recovery after surgery (ERAS) programme on length of stay (LOS) and post-discharge resource usage via service evaluation and cost analysis. Methods. Between May and December 2019, 100 patients requiring hip or knee arthroplasty were enrolled with the intention that each would have a preadmission discharge plan, a preoperative education class with nominated helper, a day of surgery admission and mobilization, a day one discharge, and access to a 24/7 dedicated helpline. Each was matched with a patient under the pre-existing pathway from the previous year. Results. Mean LOS for ERAS patients was 1.59 days (95% confidence interval (CI) 1.14 to 2.04), significantly less than that of the matched cohort (3.01 days; 95% CI 2.56 to 3.46). There were no significant differences in readmission rates for ERAS patients at both 30 and 90 days (six vs four readmissions at 30 days, and nine vs four at 90 days). Despite matching, there were significantly more American Society of Anesthesiologists (ASA) grade 3 patients in the ERAS cohort. There was a mean cost saving of £757.26 (95% CI £-1,200.96 to £-313.56) per patient. This is despite small increases in postoperative resource usage in the ERAS patients. Conclusion. ERAS represents a safe and effective means of reducing LOS in primary joint arthroplasty patients. Implementation of ERAS principles has potential financial savings and could increase patient throughput without compromising care. In elective care, a preadmission discharge plan is key. Cite this article: Bone Jt Open 2021;2(11):966–973


Bone & Joint Open
Vol. 4, Issue 10 | Pages 791 - 800
19 Oct 2023
Fontalis A Raj RD Haddad IC Donovan C Plastow R Oussedik S Gabr A Haddad FS

Aims. In-hospital length of stay (LOS) and discharge dispositions following arthroplasty could act as surrogate measures for improvement in patient pathways, and have major cost saving implications for healthcare providers. With the ever-growing adoption of robotic technology in arthroplasty, it is imperative to evaluate its impact on LOS. The objectives of this study were to compare LOS and discharge dispositions following robotic arm-assisted total knee arthroplasty (RO TKA) and unicompartmental arthroplasty (RO UKA) versus conventional technique (CO TKA and UKA). Methods. This large-scale, single-institution study included patients of any age undergoing primary TKA (n = 1,375) or UKA (n = 337) for any cause between May 2019 and January 2023. Data extracted included patient demographics, LOS, need for post anaesthesia care unit (PACU) admission, anaesthesia type, readmission within 30 days, and discharge dispositions. Univariate and multivariate logistic regression models were also employed to identify factors and patient characteristics related to delayed discharge. Results. The median LOS in the RO TKA group was 76 hours (interquartile range (IQR) 54 to 104) versus 82.5 (IQR 58 to 127) in the CO TKA group (p < 0.001) and 54 hours (IQR 34 to 77) in the RO UKA versus 58 (IQR 35 to 81) in the CO UKA (p = 0.031). Discharge dispositions were comparable between the two groups. A higher percentage of patients undergoing CO TKA required PACU admission (8% vs 5.2%; p = 0.040). Conclusion. Our study showed that robotic arm assistance was associated with a shorter LOS in patients undergoing primary UKA and TKA, and no difference in the discharge destinations. Our results suggest that robotic arm assistance could be advantageous in partly addressing the upsurge of knee arthroplasty procedures and the concomitant healthcare burden; however, this needs to be corroborated by long-term cost-effectiveness analyses and data from randomized controlled studies. Cite this article: Bone Jt Open 2023;4(10):791–800


Bone & Joint Open
Vol. 2, Issue 8 | Pages 679 - 684
2 Aug 2021
Seddigh S Lethbridge L Theriault P Matwin S Dunbar MJ

Aims. In countries with social healthcare systems, such as Canada, patients may experience long wait times and a decline in their health status prior to their operation. The aim of this study is to explore the association between long preoperative wait times (WT) and acute hospital length of stay (LoS) for primary arthroplasty of the knee and hip. Methods. The study population was obtained from the provincial Patient Access Registry Nova Scotia (PARNS) and the Canadian national hospital Discharge Access Database (DAD). We included primary total knee and hip arthroplasties (TKA, THA) between 2011 and 2017. Patients waiting longer than the recommended 180 days Canadian national standard were compared to patients waiting equal or less than the standard WT. The primary outcome measure was acute LoS postoperatively. Secondarily, patient demographics, comorbidities, and perioperative parameters were correlated with LoS with multivariate regression. Results. A total of 11,833 TKAs and 6,627 THAs were included in the study. Mean WT for TKA was 348 days (1 to 3,605) with mean LoS of 3.6 days (1 to 98). Mean WT for THA was 267 days (1 to 2,015) with mean LoS of 4.0 days (1 to 143). There was a significant increase in mean LoS for TKA waiting longer than 180 days (2.5% (SE 1.1); p = 0.028). There was no significant association for THA. Age, sex, surgical year, admittance from home, rural residence, household income, hospital facility, the need for blood transfusion, and comorbidities were all found to influence LoS. Conclusion. Surgical WT longer than 180 days resulted in increased acute LoS for primary TKA. Meeting a shorter WT target may be cost-saving in a social healthcare system by having shorter LoS. Cite this article: Bone Jt Open 2021;2(8):679–684


Orthopaedic Proceedings
Vol. 104-B, Issue SUPP_1 | Pages 20 - 20
1 Jan 2022
Kattimani R Denning A Syed F
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Abstract. Background. The European population is consistently getting older and this trend is expected to continue with fastest rise seen in those over 85 years old. As a consequence there will be more nonagenarians (over 90 years old) having lower limb arthroplasty. Objectives. To compare the length of stay, readmission and one year mortality between nonagenarians and people aged between 70 to 80 years after having lower limb arthroplasty. Methods. Retrospective review of patients electronic records over 90 years following total knee replacement (TKR) or total hip replacement (THR). The length of stay after surgery, 30 day readmission rate and one year mortality were compared with control group aged between 70 to 80 years who had lower limb arthroplasty during the same period. Results. There were 31 nonagenarians with mean age of 91.6 years and the control group consisted of 31 patients with the mean age of 74.6 years. The average length of stay was 5 days in the nonagenarians compared to 4 days in the younger group. There was no difference in the 1 year mortality. 30 day readmission's was 16% in the older cohort and 5% in the younger. There was an increase in trend of nonagenarians having lower limb arthroplasty over the years. Conclusions. There is increasing number of nonagenarians undergoing lower limb arthroplasty. Nonagenarians and those aged between 70 to 80 years have comparable length of stay and 1 year mortality but higher rate of readmissions after lower limb arthroplasty


Bone & Joint Open
Vol. 1, Issue 8 | Pages 488 - 493
18 Aug 2020
Kang HW Bryce L Cassidy R Hill JC Diamond O Beverland D

Introduction. The enhanced recovery after surgery (ERAS) concept in arthroplasty surgery has led to a reduction in postoperative length of stay in recent years. Patients with prolonged length of stay (PLOS) add to the burden of a strained NHS. Our aim was to identify the main reasons. Methods. A PLOS was arbitrarily defined as an inpatient hospital stay of four days or longer from admission date. A total of 2,000 consecutive arthroplasty patients between September 2017 and July 2018 were reviewed. Of these, 1,878 patients were included after exclusion criteria were applied. Notes for 524 PLOS patients were audited to determine predominant reasons for PLOS. Results. The mean total length of stay was 4 days (1 to 42). The top three reasons for PLOS were social services, day-before-surgery admission, and slow to mobilize. Social services accounted for 1,224 excess bed days, almost half (49.2%, 1,224/2,489) of the sum of excess bed days. Conclusion. A preadmission discharge plan, plus day of surgery admission and mobilization on the day of surgery, would have the potential to significantly reduce length of stay without compromising patient care. Cite this article: Bone Joint Open 2020;1-8:488–493


Orthopaedic Proceedings
Vol. 104-B, Issue SUPP_5 | Pages 34 - 34
1 Apr 2022
Jackson D McLaughlin K McMahon S Jabbar Y
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Introduction. There is a drive to reduce length of stay in children undergoing limb reconstruction but a reduction in community physiotherapy input and a consequent pressure to ensure children are as independent as possible prior to discharge. This study aims to look at time taken and potential factors effecting the achievement of pre-set mobility goals and length of stay in this population. Materials and Methods. Between June 2018 and November 2021 data was collated for patients who underwent limb reconstruction at Great Ormond Street hospital. 77 patients were reviewed. Data collected included type and location of lengthening device and length of stay. A modified version of the Goal Attainment Score (GAS) was used and included 3 goals which the child needed to achieve within 7 days post-operatively. Results. All children achieved their goals within the 7 days. Length of stay with intramedullary devices was shorter than with external fixators (average of 5 vs 10 days). For children with frames, including the ankle significantly increased hospital stay, whereas inclusion of the knee had no significant effect, and. Bilateral frames were associated with a longer stay. Conclusions. The use of GAS with pre-defined clinically driven goals could be considered feasible within the limb reconstruction population and possibly used for other patient groups. This data may enable us to more accurately predict length of stay in patients undergoing limb reconstruction and will provide a baseline for future comparisons of different interventions in this patient group


Orthopaedic Proceedings
Vol. 105-B, Issue SUPP_10 | Pages 23 - 23
1 Jun 2023
Timms A Sironi A Wright J Goodier D Martin L Calder P
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Introduction. Adjusting an external fixator can be a daunting process for patients. Despite comprehensive training, patients often request supervision for the initial adjustments which may result in a prolonged hospital stay. Following the introduction of telemedicine during the pandemic we believed that this could be utilised to support patients with their fixator adjustments. A quality improvement project was implemented to assess and evaluate a change in practice from existing Face to Face support to a telemedicine format. The aim of the project was to reduce median length of stay (LOS). Materials & Methods. The telemedicine platform was introduced in our unit from April 2021 with the change in practice. Using the life QI platform, run charts were used to record the numbers of patients whose LOS was 4 days or less. Median LOS was assessed prior to and following introduction of the telemedicine platform. Service user experience with telemedicine as well as overall training and education by the CNS team was sought through on-line questionnaires. Results. Baseline data collected from April 2019 to April 2021 showed that our median LOS for patients undergoing external fixation was 6 days with 36% of patients being discharged at day 4 or earlier. After implementation of telemedicine, median LOS reduced to 4 days with 50% of patients leaving hospital in 4 days or less. Service user responses demonstrated that 100% felt that sufficient information was provided by the CNS team, a mean score of 8.4/10 was reported when asked how confident they were when adjusting the fixator. When asked how the service could be improved access to a recorded video was suggested. Conclusions. Initial fixator adjustment support via telemedicine is not appropriate for all of our patient group due to a lack of access or co-morbidities/ social issues that necessitate a prolonged hospital stay. However, this project has demonstrated that it has had positive long-term benefits within our service through reducing our median length of stay by 2 days without compromising patient satisfaction with their care


Bone & Joint Open
Vol. 2, Issue 8 | Pages 655 - 660
2 Aug 2021
Green G Abbott S Vyrides Y Afzal I Kader D Radha S

Aims. Elective orthopaedic services have had to adapt to significant system-wide pressures since the emergence of COVID-19 in December 2019. Length of stay is often recognized as a key marker of quality of care in patients undergoing arthroplasty. Expeditious discharge is key in establishing early rehabilitation and in reducing infection risk, both procedure-related and from COVID-19. The primary aim was to determine the effects of the COVID-19 pandemic length of stay following hip and knee arthroplasty at a high-volume, elective orthopaedic centre. Methods. A retrospective cohort study was performed. Patients undergoing primary or revision hip or knee arthroplasty over a six-month period, from 1 July to 31 December 2020, were compared to the same period in 2019 before the COVID-19 pandemic. Demographic data, American Society of Anesthesiologists (ASA) grade, wait to surgery, COVID-19 status, and length of hospital stay were recorded. Results. A total of 1,311 patients underwent hip or knee arthroplasty in the six-month period following recommencement of elective services in 2020 compared to 1,527 patients the year before. Waiting time to surgery increased in post-COVID-19 group (137 days vs 78; p < 0.001). Length of stay also significantly increased (0.49 days; p < 0.001) despite no difference in age or ASA grade. There were no cases of postoperative COVID-19 infection. Conclusion. Time to surgery and length of hospital stay were significantly higher following recommencement of elective orthopaedic services in the latter part of 2020 in comparison to a similar patient cohort from the year before. Longer waiting times may have contributed to the clinical and radiological deterioration of arthritis and general musculoskeletal conditioning, which may in turn have affected immediate postoperative rehabilitation and mobilization, as well as increasing hospital stay. Cite this article: Bone Jt Open 2021;2(8):655–660


Orthopaedic Proceedings
Vol. 105-B, Issue SUPP_7 | Pages 26 - 26
4 Apr 2023
Lebleu J Pauwels A Kordas G Winandy C Van Overschelde P
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Reduction of length of stay (LOS) without compromising quality of care is a trend observed in orthopaedic departments. To achieve this goal the pathway needs to be optimised. This requires team work than can be supported by e-health solutions. The objective of this study was to assess the impact of reduction in LOS on complications and readmissions in one hospital where accelerated discharge was introduced due to the pandemic. 317 patients with primary total hip and total knee replacements treated in the same hospital between October 2018 and February 2021 were included. The patients were divided in two groups: the pre-pandemic group and the pandemic group. The discharge criteria were: patient feels comfortable with going back home, patient has enough support at home, no wound leakage, and independence in activities of daily living. No face-to-face surgeon or nurse follow-up was planned. Patients’ progress was monitored via the mobile application. The patients received information, education materials, postoperative exercises and a coaching via secure chat. The length of stay (LOS) and complications were assessed through questions in the app and patients filled in standard PROMs preoperatively, at 6 weeks and 3 months. Before the pandemic, 64.8% of the patients spent 3 nights at hospital, whereas during the pandemic, 52.0% spent only 1 night. The median value changed from 3 days to 1 day. The complication rate before the pandemic of 15% dropped to 9 % during the pandemic. The readmission rate remained stable with 4% before the pandemic and 5 % during the pandemic. No difference were observed for PROMS between groups. The results of this study showed that after a hip and knee surgery, the shortening of the LOS from three to one night resulted in less complications and a stable rate of readmissions. These results are in line with literature data on enhanced recovery after hip and knee arthroplasty. The reduction of LOS for elective knee and hip arthroplasty during the pandemic period proved safe. The concept used in this study is transferable to other hospitals, and may have economic implications through reduced hospital costs


Orthopaedic Proceedings
Vol. 102-B, Issue SUPP_7 | Pages 4 - 4
1 Jul 2020
Gautreau S Forsythe ME Gould O Mann T Haley R Canales D
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Early mobilization within the first 12 hours (day zero) of total joint arthroplasty (TJA) has been shown to reduce length of stay (LoS) without risking clinical outcomes, patient safety or satisfaction. The purpose of this study was to investigate associations between the degree of mobilization on day zero (i.e., standing at the bedside versus walking in the hallway) and LoS in TJA patients. In addition, we investigated predictors of LoS and day zero mobilization. A retrospective cohort study was undertaken of the health records of patients in a community hospital setting who had an elective unilateral primary TJA between June 2015 and May 2017 and had mobilized on day zero. The total sample was 283 patients (184 TKA and 99 THA) across four mobilization categories: Sat on beside (n = 76), Stood by bed/marched in place (n = 83), Walked in the room (n = 79), and Walked in hall (n = 45). Analysis of variance found no significant group differences in age, ASA score, Charlson Comorbidity Index score, anesthesia, surgeon, procedure type, pain medication, and patient reported symptoms recorded by physiotherapists. Significantly more women were in the Sat group and significantly more men were in the Hall group (p < .001). Patient reported symptoms of nausea and drowsiness were significantly greater for the Sat group (p < .001). LoS was also significantly different across the groups. Post hoc Tukey comparisons found the Walked Hall group had significantly shorter LoS (M = 2.7 days) than the Sat group (M = 3.9, p < .001), Stood group (M = 3.4, p = .011), and the Walked Room group (M = 3.5, p = .004). A hierarchical regression was performed to determine predictors of LoS. Block 1 consisted of demographic, medical status, and patient reported symptoms as variables. Mobilization was entered in Block 2. The first model was significant (p < .001) and explained 24% of variance in LoS. The final model was also significant (p < .001), accounting for a total of 26% of the variance in LoS. Thus, block 2 (i.e., mobilization) accounted for a small but significant 2% incremental variance (p = .008) beyond the block 1 variables in the prediction of LoS. With mobilization added, only male gender (p = .002), lower BMI (p = .026), and lower ASA scores (p = .006) remained significant predictors of shorter LoS, and the predictive ability of several of the block 1 variables were reduced to non-significant levels. A simultaneous regression model was then used to predict degree of mobilization. The model accounted for 24% of the variance in mobilization (p < .001). Variables significantly associated with a greater degree of mobilization included: younger age, male gender, lower BMI, and fewer symptoms, namely nausea, numbness, lightheadedness, and drowsiness. This study found length of stay was shorter when patients mobilized farther on the day of surgery. Some factors predictive of mobilization may be modifiable. Focusing on symptom management could increase opportunities for farther mobilization on the day of surgery, and thus decrease length of stay


Orthopaedic Proceedings
Vol. 90-B, Issue SUPP_III | Pages 539 - 539
1 Aug 2008
Foote J Panchoo K Blair P Bannister G
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We examined the effect of age, gender, body mass index (BMI), medical co-morbidity as represented by the American Society of Anaesthesiologists (ASA) grade, social deprivation, nursing practice, surgical approach, length of incision, type of prosthesis and duration of surgery on length of stay after primary total hip arthroplasty (THA). Data was collected on 675 consecutive patients in a regional orthopaedic centre in South West England. The length of stay varied from 2 to 196 days and was heavily skewed. Data were therefore analysed by non parametric methods. To permit comparison of short with protracted length of stay, data were arbitrarily reduced to 2 groups comprising 2 to 14 days for short stays and 15 to 196 for long. These data were analysed by Chi-squared and Fisher’s exact test in univariate and by Logistic regression for multivariate analysis. The mean length of stay was 11.4 days, an over-estimate compared to the median length of stay of 8 days which more correctly reflects the skewed nature of the distribution. 81.5% of patients left hospital within 2 weeks, 13.6% within 2 and 4 and 4.9% after 4. On univariate analysis age above 80 years, age between 70 and 79 years, Body Mass Index > 35, ASA grades 3 and 4, transgluteal approaches, long incisions, cemented cups and prolonged operations were associated with longer stays. On multivariate analysis, age above 80, age between 70 and 80, ASA grades 3 and 4, prolonged operations and long incisions were highly significantly associated with hospital stay of over 2 weeks. This is the first study to record all the published variables associated with length of stay prospectively and to subject the data to multivariate analysis. Prolonged stay after THA is pre-determined by case mix but slick surgery through limited incisions may reduce the length of admission


Orthopaedic Proceedings
Vol. 90-B, Issue SUPP_III | Pages 503 - 503
1 Aug 2008
Foote J Panchoo K Blair P Bannister G
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We examined the effect of age, gender, body mass index (BMI), medical comorbidity as represented by the American Society of Anaesthesiologists (ASA) grade, social deprivation, nursing practice, surgical approach, length of incision, type of prosthesis and duration of surgery on length of stay after primary total hip arthroplasty (THA). Data was collected on 675 consecutive patients in a regional orthopaedic centre in South West England. The length of stay varied from 2 to 196 days and was heavily skewed. Data were therefore analysed by non parametric methods. To permit comparison of short with protracted length of stay, data were arbitrarily reduced to 2 groups comprising 2 to 14 days for short stays and 15 to 196 for long. These data were analysed by Chi-squared and Fisher’s exact test in univarate and by Logistic regression for multivariate analysis. The mean length of stay was 11.4 days, an over-estimate compared to the median length of stay of 8 days which more correctly reflects the skewed nature of the distribution. 81.5% of patients left hospital within 2 weeks, 13.6% within 2 and 4 and 4.9% after 4. On univarate analysis age above 80 years, age between 70 and 79 years, Body Mass Index > 35, ASA grades 3 and 4, transgluteal approaches, long incisions, cemented cups and prolonged operations were associated with longer stays. On multivariate analysis, age above 80, age between 70 and 80, ASA grades 3 and 4, prolonged operations and long incisions were highly significantly associated with hospital stay of over 2 weeks. This is the first study to record all the published variables associated with length of stay prospectively and to subject the data to multivariate analysis. Prolonged stay after THA is pre-determined by case mix but slick surgery through limited incisions may reduce the length of admission


Orthopaedic Proceedings
Vol. 102-B, Issue SUPP_7 | Pages 21 - 21
1 Jul 2020
Hartwell M Nelson P Johnson D Nicolay R Christian R Selley R Tjong V Terry M
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Recent studies have described safe outcomes for short-stays in the hospital after total shoulder arthroplasty. The purpose of this study is to identify pre-operative and operative risk factors for hospital admissions exceeding 24 hours. The American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP) database was queried from 2006 to 2016 for the current procedural terminology (CPT) billing code related to total shoulder arthroplasty. Patients were then grouped as either having a length of stay (LOS) equal to or less than 24 hours or greater than 24 hours. Patients admitted to the hospital prior to the day of surgery were excluded. Patient demographics, co-morbidities, and operative time were then analyzed as risk factors for a hospital stay exceeding 24 hours. Pre-operative co-morbidities included body mass index (BMI), diabetes, smoking, chronic obstructive pulmonary disease (COPD), congestive heart failure (CHF), hypertension, dialysis, chronic steroid or immunosuppressant use, bleeding disorders, and American Society of Anesthesiologists (ASA) Classification. Univariate and multivariate analyses were then performed to identify risk factors associated with 30-day readmission. 14,339 patients met inclusion criteria and 6,507 (45.3%) had a hospital LOS less than or equal to 24 hours. The mean length of hospitalization was 1.95 ± 1.88 days, the average age was 69 ± 9.7 years old, and 56.9% of the patients were female. Following a risk adjusted multivariate analysis, increasing age (odds ratio [OR], 1.03, 95% confidence interval [CI], 1.02–1.03), ASA classification (OR, 1.50, 95% CI, 1.41–1.60), diabetes (OR, 1.69, 95% CI, 1.43–1.99), COPD (OR, 1.35, 95% CI, 1.16–1.57), CHF (OR, 2.67, 95% CI, 1.34–5.33), dialysis (OR, 2.47, 95% CI, 1.28, 4.77), history of a bleeding disorder (OR, 1.50, 95% CI, 1.20–1.88), or increasing operative time (OR, 1.01, 95% CI, 1.01–1.01) were identified as independent risk factors for hospital lengths of stay exceeding 24 hours. Male gender was identified as a protective factor for prolonged hospitalization (OR, 0.50, 95% CI, 0.46–0.53). This study identifies patient demographics, co-morbidities, and operative-relative risk factors that are associated with increased risk for a prolonged hospitalization following total shoulder arthroplasty. Female gender, increasing age, ASA classification, operative time, or a history of diabetes, COPD, CHF, or history of a bleeding disorder are risk factors hospitalizations exceeding 24 hours


Orthopaedic Proceedings
Vol. 99-B, Issue SUPP_20 | Pages 61 - 61
1 Dec 2017
Bogue E Twiggs J Liu D
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Provision of prehabilitation prior to total knee arthroplasty (TKA) through a digital mobile application is a novel concept. Our research evaluates a resource effective and cost effective method of delivering prehabilitation. The primary aim of our research is to determine whether provision of prehabilitation through a mobile digital application impacts inpatient LOS after TKA. The secondary objective is to understand the effect of digital prehabilitation on hospital costs. An observational, retrospective analysis was performed on a consecutive case series of 64 patients who underwent TKA by a single surgeon over a 21 month period. Exercise provision varied from 3 months to 2 weeks prior to TKA. The outcomes of rehabilitation length of stay, total length of stay and total hospital costs were statistically significantly at p=0.5. The rehabilitation length of stay was 3.79 days in the experimental and 7.33 days in the control group (p = 0.045), the total length of stay was 12.00 days in the control and 8.04 days in the experimental group (p=0.03) and the total cost of the hospital stay was $6357.35AUD for the control and $4343.22AUD for the experimental group (p=0.029). Our research shows a cost saving with this intervention, as measured by a reduction in rehabilitation length of stay. To our knowledge, this is the first piece of research that analyses the impact of the use of a digital mobile application providing prehabilitation prior to TKA


Orthopaedic Proceedings
Vol. 102-B, Issue SUPP_6 | Pages 61 - 61
1 Jul 2020
Nowak L Schemitsch E
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This study was designed to compare length of hospital stay, and 30-day major and minor complications between patients undergoing total knee arthroplasty (TKA) with general anesthesia, to those undergoing TKA with spinal or epidural anesthesia with or without regional nerve blocks. Patients 18 years and older undergoing TKA between the years of 2005 and 2016 were identified from the American College of Surgeons National Surgical Quality Improvement Program (NSQIP). Patient demographics, anesthesia type, length of operation and hospital stay, as well as 30-day major and minor complications were collected from the database. Patients with “primary anesthesia technique” codes for either spinal or epidural anesthesia along with “other anesthesia technique” codes for regional anesthesia were assumed to have been given a regional nerve block. Chi square tests, and analysis of variance were utilized to evaluate unadjusted differences in demographics and outcomes between anesthesia types. Multivariable regression was utilized to compare outcomes (length of stay and complications) between anesthesia types, while adjusting for age, American Society of Anesthesiologist (ASA) class, comorbidities, sex, steroid/immunosuppressant use, body mass index (BMI), diabetes, length of operation and smoking status. A total of 214,665 TKA patients were identified (average age 67 ± 10 years). Of these, 257 (0.12%) underwent epidural anesthesia with a nerve block (EB), while 2,318 (1.08%) underwent epidural anesthesia with no block (E), 14,468 (1.08%) underwent spinal anesthesia with a block (SB), and 85,243 (39.7%) underwent spinal anesthesia with no block (S), and 112,377 (52.4%) underwent general anesthesia (G). The unadjusted length of stay (LOS) was significantly longer in the E group (3.67 ± 5 days) compared to the G group (3.1 ± 3.9 days), while the unadjusted LOS was significantly shorter in the EB group (2.6 ± 1.2), and both SB and S groups (2.6 ± 3 and 2.9 ± 3, respectively), compared to the G group p < 0 .001. Following covariable adjustment, anesthesia type remained an independent predictor of length of stay. Compared to the G group, patients in the E group stayed 0.56 days longer (95% Confidence interval [95%CI] 0.42 – 0.71 days), while patients in the SB were discharged 0.28 days (95%CI 0.21 – 0.35 days) earlier, and those in the S group were discharged 0.06 days earlier (95%CI 0.02–0.09), (p < 0 .0001). While the unadjusted rates of major complications were not significantly different between groups, the unadjusted rates of minor complications were higher in the E, EB, and G groups compared to the S and SB groups. Following covariable adjustment, there were no differences between groups in the risk of minor complications. In conclusion, these data indicate that anesthesia type following TKA is associated with length of hospital stay, but not with 30-day complications. After adjusting for relevant covariables, patients who received epidural anesthesia without a nerve block for TKA were discharged later, while patients who received spinal anesthesia, both with and without a nerve block for TKA were discharged earlier, compared to patients who received general anesthesia for TKA


Orthopaedic Proceedings
Vol. 99-B, Issue SUPP_4 | Pages 137 - 137
1 Feb 2017
Sikora-Klak J Markel D Bergum C
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Background. The ability to identify those at risk for longer inpatient stay helps providers with postoperative planning and patient expectations. Decreasing length of stay in the future will be determined by appropriate patient selection, risk stratification, and pre-operative patient optimization. The purpose of this study was to identify factors that place patients at risk for extended postoperative lengths of stay. Methods. The prospective study cohort included 2009 primary total knee arthroplasty (TKA) patients and 905 total hip arthroplasty (THA) patients. Patient comorbidities were prospectively identified and the length of stay for each patient was tracked following a primary arthroplasty. Statistical analysis was performed to correlate which comorbidities were associated with longer inpatient stays. Results. In the TKA population, gender, smoking status, venous thromboembolism history, body mass index and diabetes status were not found to be a significant predictors for length of stay. Age was found to be a factor in univariate regression testing (P<0.001). In the THA population, univariate testing showed female gender (P<0.001), smoking status (P=0.002), and age (p<0.001) to be factors, but like the TKA population venous thromboembolism history or diabetes status were not significant. In THA multivariate analysis, age (p<0.001) and female gender (p=0.018) continued to be factors, but smoking was determined to be a confounding variable. Conclusions. Age and gender were associated with a longer length of stay after THA, whereas only age was a significant factor after TKA. Development of age adjusted LOS models may help aid patient expectations and risk management


Orthopaedic Proceedings
Vol. 100-B, Issue SUPP_5 | Pages 95 - 95
1 Apr 2018
Bogue E Twiggs J Wakelin E Miles B Liu D
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Introduction. Provision of prehabilitation prior to total knee arthroplasty (TKA) through a digital mobile application is a novel concept. The primary aim of our research is to determine whether provision of prehabilitation through a mobile digital application impacts length of stay (LOS), requirement for inpatient rehabilitation and hospital-associated costs after TKA. Our study hypothesis is that a mobile digital application provides a low resource, cost effective method of delivering prehabilitation prior to TKA. Methods. An observational, retrospective analysis was performed on a consecutive case series of 64 patients who underwent TKA by a single surgeon over a 21-month period. Pre operative Knee Osteoarthritis Outcome Score (KOOS) Patient Reported Outcome Measures (PROMs) were collected on all patients. The first group of patients (control) did not undergo prehabilitation, the subsequent group of patients (experimental) were offered prehabilitation through a mobile application called PhysiTrack. The experimental group were provided with progressive quadriceps and hamstring strengthening exercises, and calf and hamstring stretches. Exercises were automatically progressed after 2 weeks unless the patient requested otherwise or a physiotherapist clinically intervened. The non-compliance rate was 33% (n=11), after removing these patients from the analysis, 22 patients remained and these were age matched to 22 patients from the control group. Aside from the access to prehabilitation, all patients underwent TKA using identical surgical technique and peri-operative care regime. Length of stay data for inpatient care and rehabilitation were captured for all patients. Cost was calculated using the inpatient and rehabilitation costs provided by the hospital. Results. 44 patients were included in our final analysis. Pre operative KOOS were collected for all of the experimental group and 18 (81%) of control group. These subscores were not statistically different (p>0.05) reflecting pre operative equivalence. The average inpatient length of stay was statistically different, being 5.04 days for the control group and 4.31 days for the experimental group (p=0.01). The decision for ongoing inpatient rehabilitation (after the immediate post-operative inpatient period) was not statistically different between the groups (chi-quared p=0.07). Rehabilitation length of stay was 9.12 days in the experimental and 10.85 days in the control group (p = 0.25). The remaining outcomes were statistically significant with total length of stay 11.95 days in the control and 7.63 days in the experimental group (p=0.01) and the total cost of the hospital stay $6362.55AUD for the control and $4145.17AUD for the experimental group (p=0.01). This represents an average saving $2217.38 per patient who participated in prehabiliation prior to surgery. Conclusions. Our research shows a significant cost saving with this intervention, as measured by reduction in total length of stay in patients undergoing prehabilitation using PhysiTrack. To our knowledge, this is the first study that analyses the impact of a mobile application providing prehabilitation prior to TKA. Further work is required to determine the effect in a larger, randomised cohort of patients. Future studies should also be directed towards assessing the utility of digital prehabilitation on a per patient basis prior to total knee arthroplasty


Orthopaedic Proceedings
Vol. 90-B, Issue SUPP_III | Pages 546 - 546
1 Aug 2008
Crawford L Hart W
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Introduction: Hypothesis: Patients undergoing operations at the end of the week are disadvantaged by the lack of weekend physiotherapy. Aim: To test the hypothesis by review of a single surgeon series of patients identifying factors affecting the post-operative length of stay. Methods: A cohort of patients with OA undergoing elective primary joint replacement was identified. Data was collected for demographics, procedures undertaken and length of stay. Results: 42 patients were included in the cohort. There were 23 hip and 19 knee replacements with an average age of 73.47 years. Multivariate analysis of the data was performed to ensure that the age, pathology, ASA and days of the week were equally represented. Further analysis revealed that the main factor contributing to length of stay was the age of the patient (5.13 days if age< 75 vs. 6.33 days if olderthan 75 years). Patients having surgery at the end of the week actually had a reduced length of stay compared to those at the start of the week (5.27 vs. 6.22 days). Discussion: The day of surgery does have effect on the length of stay post op. The widespread assumption that weekend physio to mobilise patients early post op may not be well founded. It is more likely that targetting patients to encourage discharge would be a more effective use of resource


Orthopaedic Proceedings
Vol. 84-B, Issue SUPP_III | Pages 272 - 272
1 Nov 2002
Birks C Barnes M Crawford H
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Aim: To determine the length of stay after adolescent idiopathic scoliosis (AIS) surgery in Starship and Mercy Hospitals to ascertain whether there is a difference in the length of stay of patients having AIS surgery in a private hospital compared with a public hospital. To determine the variables having significant influence on the length of stay. Methods: Patients between the ages of 10 and 20 who had surgery for AIS during the period 1/1/96 to 31/12/2000 were identified from theatre logbooks. Patients who had anterior and posterior surgery were excluded. A retrospective analysis of case notes was carried out. Fisher’s Exact Test was used to analyse categorical data while Student T Test was used for continuous variables. Results: Thirty-three patients fulfilled the entry criteria. Sixteen male patients were operated on in Starship Hospital. Seventeen patients had operations at Mercy Hospital but only one of these was male. The groups were not significantly different in terms of age, sex, weight, ASA, number of levels, or curve pattern. The Mercy Hospital patients had a significantly lower Cobb angle (by 12 degrees). The Starship Hospital patients tended to retain their PCA pumps longer and tended to use more PCA morphine, however, this result was not significant. The Mercy Hospital patients had their intravenous access removed and were mobilised significantly earlier (1.7 and 1.9 days earlier respectively). The Mercy Hospital patients had a significantly shorter length of stay (6.4 and 8.4 days respectively, p= 0.0002). Conclusions: Patients at the Mercy Hospital had a significantly shorter post-operative length of stay after AIS surgery. This was not completely explained by the lower Cobb angle seen in the Mercy Hospital patients. The Mercy Hospital patients had their drips removed and were mobilised significantly earlier. This may be the key to early discharge


Orthopaedic Proceedings
Vol. 95-B, Issue SUPP_28 | Pages 60 - 60
1 Aug 2013
Suksathien R Suksathien Y
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Background. Navigated THA is a new procedure in Thailand that has been performed since 2012. The previous studies have reported that navigated THA was a safe, reliable procedure that resulted in a more consistent cup placement compared to the conventional free hand technique and decreased complications of THA, especially dislocation. Perioperative protocols are based on the surgeon's concern about stability of the prosthesis and the patient's health condition. Assuming that the navigator can improve the alignment and stability of THA, the time to start rehabilitation and the post operative length of stay should be reduced in the hospital that does not implement any perioperative protocols. The purpose of this study was to compare the time to start rehabilitation and the length of stay between navigated and non-navigated THA. Methods. This retrospective study of patients underwent THA using short stem by a single surgeon from March 2011 to November 2012. Seventy-six patients were classified into navigated and non-navigated groups. The patient's characteristic data that were recorded included age, sex, BMI, comorbid illness, diagnosis, ASA classification, preoperative hematocrit, operative time, type of anaesthesia, intraoperative blood transfusion, postoperative length of stay, postoperative complication and time to start rehabilitation. The data were compared between two groups by t-test and chi square test. Results. There were 41 patients in the navigated THA and 35 patients in the non-navigated THA. There were 35 male patients (85.37%) in the navigated group and 27 (77.14%) in the non-navigated group. The mean age was 44.17 + 11.39 years in the navigated group and 44.51 + 8.17 years in the non-navigated group. The mean BMI was 21.77 + 3.09 kg/m2 in the navigated group and 22.44 + 4.3 kg/m2 in the non-navigated group. Most of the patients were diagnosed with osteonecrosis (more than 85% in both groups). There were no significant differences between the demographic data of the two groups. The mean number of days from operation to rehabilitation in the navigated group was 3.27 + 1.83 days and 4.34 + 1.33 days in the non-navigated group (p-value < 0.05), which was significantly shorter. The postoperative length of stay was 5.37 + 2.42 days in the navigated group and 5.89 + 1.98 days in the non-navigated group. There were 2 patients with minor complications after operation. No dislocation or infection in both groups. Conclusion. The navigated THA procedure resulted in a significantly shorter time to start rehabilitation. The postoperative length of stay was lower in the navigated group; however, it was not significant. The navigated THA technique increased the surgeon's confidence to provide early mobilisation and rehabilitation program


Orthopaedic Proceedings
Vol. 106-B, Issue SUPP_6 | Pages 59 - 59
2 May 2024
Adla SR Ameer A Silva MD Unnithan A
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Arthroplasties are widely performed to improve mobility and quality of life for symptomatic knee/hip osteoarthritis patients. With increasing rates of Total Joint Replacements in the United Kingdom, predicting length of stay is vital for hospitals to control costs, manage resources, and prevent postoperative complications. A longer Length of stay has been shown to negatively affect the quality of care, outcomes and patient satisfaction. Thus, predicting LOS enables us to make full use of medical resources. Clinical characteristics were retrospectively collected from 1,303 patients who received TKA and THR. A total of 21 variables were included, to develop predictive models for LOS by multiple machine learning (ML) algorithms, including Random Forest Classifier (RFC), K-Nearest Neighbour (KNN), Extreme Gradient Boost (XgBoost), and Na¯ve Bayes (NB). These models were evaluated by the receiver operating characteristic (ROC) curve for predictive performance. A feature selection approach was used to identify optimal predictive factors. Based on the ROC of Training result, XgBoost algorithm was selected to be applied to the Test set. The areas under the ROC curve (AUCs) of the 4 models ranged from 0.730 to 0.966, where higher AUC values generally indicate better predictive performance. All the ML-based models performed better than conventional statistical methods in ROC curves. The XgBoost algorithm with 21 variables was identified as the best predictive model. The feature selection indicated the top six predictors: Age, Operation Duration, Primary Procedure, BMI, creatinine and Month of Surgery. By analysing clinical characteristics, it is feasible to develop ML-based models for the preoperative prediction of LOS for patients who received TKA and THR, and the XgBoost algorithm performed the best, in terms of accuracy of predictive performance. As this model was originally crafted at Ashford and St. Peters Hospital, we have naturally named it as THE ASHFORD OUTCOME


Orthopaedic Proceedings
Vol. 105-B, Issue SUPP_6 | Pages 6 - 6
20 Mar 2023
Hall A Penfold R Duckworth A Clement N MacLullich A
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Hip fracture patients are vulnerable to delirium. This study examined the associations between delirium and outcomes including mortality, length of stay, post-discharge care requirements, and readmission. This cohort study collected validated healthcare data for all hip fracture patients aged ≥50 years that presented to a high-volume centre between March 2020-November 2021. Variables included: demographics, delirium status, COVID-19 status, treatment factors, and outcome measures. Wilcoxon rank sum or Chi-squared tests were used for baseline differences, Cox proportional hazard regression for mortality, logistic regression for post-discharge care requirements and readmission, and linear regression for length of stay. Analyses were adjusted for age, sex, deprivation, pre-fracture residence type and COVID-19. There were 1822 patients (mean age 81 years; 72% female) of which 496/1822 (27.2%) had delirium (4AT score ≥4). Of 371/1822 (20.4%) patients that died within 180 days of admission, 177/371 (47.7%) had delirium during the acute stay. Delirium was associated with an increased 30- and 180-day mortality risk (adjusted HR 1.74 (95%CI 1.15-2.64; p=0.009 and 1.74 (1.36-2.22; p<0.001), respectively), ten day longer total inpatient stay [adj. B.coef 9.80 (standard error 2.26); p<0.001] and three-fold greater odds of higher care requirements on discharge [Odds Ratio 3.07 (95% Confidence Interval 2.27-4.15; p<0.001)]. More than a quarter of patients had delirium during the hip fracture stay, and this was independently associated with increased mortality, longer length of stay, and higher post-discharge care requirements. These findings are relevant for prognostication and service planning, and emphasise the importance of effective delirium screening and evidence-based interventions in this vulnerable population


Orthopaedic Proceedings
Vol. 91-B, Issue SUPP_I | Pages 166 - 166
1 Mar 2009
McLauchlan G van Mierlo R Perkins G
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A prospective audit was carried out to analyse the relationship between time to surgery, number of co-morbidities and length of stay in 357 consecutive patients operated on for a fractured neck of femur. One hundred and thirty five patients were operated on within 48 hours (group 1), 129 between 48 and 96 hours (group 2) and 93 patients after 96 hours (group 3). The mean (std dev) age was 77.2 (12.5) years in group 1, 79.8 (9.9) years in group 2 and 79.2 (9.4) in group 3. There were 93 (69%) females in group 1, 99 (77%) in group 2 and 67 (72%) in group 3. The number (%) admitted from home was 85 (63) in group 1, 81 (63) in group 2 and 73 (79) in group 3. In the 30 patients with no co-morbidities there was a strong relationship between wait for surgery and length of stay. In these patients the median length of stay increased from 8.5 days in group 1 to 21 days when in group 3. In the 187 patients with one or two co-morbidities the relationship was present but weaker. The median length of stay increased from 16 days in group 1 to 21 days when in group 3. In the 140 patients with 3 or more co-morbidities there was no relationship between wait for surgery and length of stay. Median length of stay was 23 days in group 1 and 21 days in group 3. This data from a large consecutive group of patients suggests that the fit patient with a hip fracture benefits from early surgery with a shorter length of stay. Those with multiple co-morbidities have their length of stay determined by their medical condition


Orthopaedic Proceedings
Vol. 91-B, Issue SUPP_I | Pages 115 - 116
1 Mar 2009
McLauchlan G van Mierlo R Perkins G
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In patients with an ankle fracture initial delay to operation because of time constraints is often prolonged because swelling precludes surgery for some days. We made use of a year long prospective audit of 2000 trauma patients to analyse the effect of delay to surgery on length of stay in ankle fracture patients. One hundred and fifty patients were admitted with an ankle fracture. One hundred and twenty nine were operated on. The median (inter quartile range) time to surgery was 3 (2–5) days. Twenty six patients got to theatre within 24 hours. For those who didn’t get to theatre within 24 hours the median time to surgery was 4 days. For the group as a whole there was a poor correlation between wait for surgery and length of stay (Pearson = 0.6). For the 98 patients under the age of 60 there was a significant relationship (Pearson co-efficient = 0.85). Fifty per cent of those under 60 were discharged within 48 hours of their surgery. The number of co-morbidities was different between the under and over 60s. The over 60s had a median (inter quartile range) of 2 (1–5) co-morbidities, compared to 0 (0–1) in those under 60. Patients under 60 with an ankle fracture are generally medically fit. If 90% of such patients had their fractures fixed within 24 hours the median post operative length of stay for all ankle fractures in this population would fall from 7 to 3 days and the number of bed days saved would be 400 a year. The length of stay in patients over the age of 60 is more related to their associated co-morbidities than their time to surgery


Orthopaedic Proceedings
Vol. 100-B, Issue SUPP_12 | Pages 12 - 12
1 Oct 2018
Malkani A Eccles C Swiergosz A Smith L
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Introduction. Postoperative pain is a concern for patients undergoing Total Knee Arthroplasty (TKA) and plays an important role in opioid consumption, length of stay, and postoperative function. The purpose of this study was to compare outcomes in patients who underwent primary TKA comparing femoral and sciatic (F+S) combination motor nerve block versus an adductor canal and the interspace between the popliteal artery and the capsule of the posterior knee (ACB+IPACK) combination sensory nerve block. Methods. 100 consecutive primary TKA cases performed by a single surgeon using the same surgical approach and implant design were reviewed. The first 50 patients received F+S nerve blocks and the second 50 received ACB+IPACK blocks preoperatively. Both groups also received total intravenous anesthesia (TIVA). Differences in opioid requirements, length of stay (LOS), distance walked, Western Ontario & McMasters University Osteoarthritis Index (WOMAC), Knee Society (KSS) function scores, Visual Analog Scores (VAS) for pain at rest and with activity, and postoperative complications were analyzed. There were no differences in the groups with respect to age, sex or BMI. Results. 62% of patients were discharged on postoperative day #1 in the ACB+IPACK group compared to 14% in the F+S group (p<.0001). The ACB+IPACK patients had a shorter LOS (average 1.48 days versus 2.02 days, p<0.0001), ambulated further on postop day #0 (average 21.4 feet versus 5.3 feet, p<0.0001), required less narcotics the day after surgery (average 15.7 versus 24.0 morphine equivalents p<0.0001) and at 2 weeks postoperative (average 6.2 versus 9.3 morphine equivalents, p=0.025), and required less manipulations under anesthesia (1 versus 5, p=0.204). WOMAC, KSS, and VAS scores were not significantly different. Discussion. The use of combination adductor canal and IPACK sensory blocks demonstrated improved early ambulation with decreased opioid use, length of stay, and postoperative manipulations. This study suggests that the use of combination sensory adductor canal and IPACK nerve blocks are superior to motor nerve blocks in patients undergoing primary TKA


Orthopaedic Proceedings
Vol. 104-B, Issue SUPP_13 | Pages 42 - 42
1 Dec 2022
Abbas A Toor J Lex J Finkelstein J Larouche J Whyne C Lewis S
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Single level discectomy (SLD) is one of the most commonly performed spinal surgery procedures. Two key drivers of their cost-of-care are duration of surgery (DOS) and postoperative length of stay (LOS). Therefore, the ability to preoperatively predict SLD DOS and LOS has substantial implications for both hospital and healthcare system finances, scheduling and resource allocation. As such, the goal of this study was to predict DOS and LOS for SLD using machine learning models (MLMs) constructed on preoperative factors using a large North American database. The American College of Surgeons (ACS) National Surgical and Quality Improvement (NSQIP) database was queried for SLD procedures from 2014-2019. The dataset was split in a 60/20/20 ratio of training/validation/testing based on year. Various MLMs (traditional regression models, tree-based models, and multilayer perceptron neural networks) were used and evaluated according to 1) mean squared error (MSE), 2) buffer accuracy (the number of times the predicted target was within a predesignated buffer), and 3) classification accuracy (the number of times the correct class was predicted by the models). To ensure real world applicability, the results of the models were compared to a mean regressor model. A total of 11,525 patients were included in this study. During validation, the neural network model (NNM) had the best MSEs for DOS (0.99) and LOS (0.67). During testing, the NNM had the best MSEs for DOS (0.89) and LOS (0.65). The NNM yielded the best 30-minute buffer accuracy for DOS (70.9%) and ≤120 min, >120 min classification accuracy (86.8%). The NNM had the best 1-day buffer accuracy for LOS (84.5%) and ≤2 days, >2 days classification accuracy (94.6%). All models were more accurate than the mean regressors for both DOS and LOS predictions. We successfully demonstrated that MLMs can be used to accurately predict the DOS and LOS of SLD based on preoperative factors. This big-data application has significant practical implications with respect to surgical scheduling and inpatient bedflow, as well as major implications for both private and publicly funded healthcare systems. Incorporating this artificial intelligence technique in real-time hospital operations would be enhanced by including institution-specific operational factors such as surgical team and operating room workflow


Orthopaedic Proceedings
Vol. 92-B, Issue SUPP_II | Pages 306 - 307
1 May 2010
Ohly N Dall G Ballantyne J Brenkel I
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Introduction: Increasingly, clinical pathways and fast-track protocols are reducing hospital in-patient stay following elective joint replacement surgery. In order to improve efficiency in our unit, we undertook a prospective observational study to identify pre–and peri-operative factors associated with increased length of stay. Methods: From our prospective primary hip arthroplasty database we analysed data from 2678 consecutive patients over a 9-year period from 1998–2007. Patients were excluded who had bilateral hip replacement, died within 30 post-operative days, or had surgery for a diagnosis other than primary osteoarthritis. This left 2302 patients who were analysed using multiple logistic regression analysis. Results: Length of stay varied from 3 to 58 days, with a mean of 8.1 days, and median 7 days. After multivariate analysis, factors that were found to be significantly associated with shorter length of stay were younger age (p< 0.001), male sex (p< 0.001), more recent year of admission (p=0.008), regular non-steroidal anti-inflammatory medication (p< 0.001), lower Harris Hip Score (p< 0.001), and higher General Health Perception dimension score on SF-36 questionnaire (p< 0.001). In addition, the absence of blood transfusion during admission (p< 0.001) and absence of post-operative urinary catheter (p< 0.001) were also associated with shorter length of stay. The following factors, in particular, were not found to be significantly associated with increased length of stay: obesity, diabetes, smoking, medical comorbidity, other disabling joint condition, use of wound drain post-operatively. Conclusions: We have identified a number of pre-operative factors that predict likely length of stay in a large cohort of patients undergoing primary hip replacement. This data could be used in the future for resource allocation and to improve efficiency in this significant area of healthcare


Orthopaedic Proceedings
Vol. 102-B, Issue SUPP_9 | Pages 46 - 46
1 Oct 2020
Wilkie WA Salem HS Remily E Mohamed NS Scuderi GR Mont MA Delanois RE
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Introduction. Social determinants of health (SDOH) may contribute markedly to the total cost of care (COC) for patients undergoing elective total knee arthroplasty (TKA). This study investigated the association between demographics, health status, and SDOH on lengths of stay (LOS) and 30-day COC. Methods. Patients who underwent TKA between January 2018 and December 2019 were identified. Those who had complete SDOH data were utilized, leaving 234 patients. Data elements were drawn from the Chesapeake Regional Information System, the Center for Disease Control social vulnerability index (SVI), the Food Access Research Atlas (FARA). The SVI identifies areas vulnerable to catastrophic events, with 4 themed scores including: (1) socioeconomic status; (2) household composition and disability; (3) minority status and language; and (4) housing and transportation. Food deserts were defined as neighborhoods located 1 or 10 miles from a grocery store in urban and rural areas, respectively. Multiple regression analyses were performed to determine an association with LOS and cost, after controlling for demographics. Results. Increased 30-day COC associated with SVI theme 3, (3.074 days; p=0.001) and patients who lived in a food desert ($53,205; p=0.001), as well as those who had anemia ($16,112; P = 0.038), chronic obstructive pulmonary disease ($32,570, P = 0.001), congestive heart failure ($30,927, P = 0.003), and dementia ($33,456, P = 0.008). Longer hospital lengths of stay were associated with SVI theme 3. In addition, patients who had anemia and congestive heart failure were at risk for longer hospital lengths of stay (P < 0.001, P = 0.001, respectively). Conclusion. Higher SVI theme 3 scores and living in food deserts were risk factors for increased LOS and costs, respectively. Identifying social factors including a patient's transportation options, living situation and access to healthy foods may prove to be both prognostic of outcomes and an opportunity for intervention


The Bone & Joint Journal
Vol. 103-B, Issue 7 Supple B | Pages 3 - 8
1 Jul 2021
Roberts HJ Barry J Nguyen K Vail T Kandemir U Rogers S Ward D

Aims. While interdisciplinary protocols and expedited surgical treatment improve the management of hip fractures in the elderly, the impact of such interventions on patients specifically undergoing arthroplasty for a femoral neck fracture is not clear. We sought to evaluate the efficacy of an interdisciplinary protocol for the management of patients with a femoral neck fracture who are treated with an arthroplasty. Methods. In 2017, our institution introduced a standardized interdisciplinary hip fracture protocol. We retrospectively reviewed adult patients who underwent hemiarthroplasty (HA) or total hip arthroplasty (THA) for femoral neck fracture between July 2012 and March 2020, and compared patient characteristics and outcomes between those treated before and after the introduction of the protocol. Results. A total of 157 patients were treated before the introduction of the protocol (35 (22.3%) with a THA), and 114 patients were treated after its introduction (37 (32.5%) with a THA). The demographic details and medical comorbidities were similar in the two groups. Patients treated after the introduction of the protocol had a significantly reduced median time between admission and surgery (22.8 hours (interquartile range (IQR) 18.8 to 27.7) compared with 24.8 hours (IQR 18.4 to 43.3) (p = 0.042), and a trend towards a reduced mean time to surgery (24.1 hours (SD 10.7) compared with 46.5 hours (SD 165.0); p = 0.150), indicating reduction in outliers. Patients treated after the introduction of the protocol had a significantly decreased rate of major complications (4.4% vs 17.2%; p = 0.005), decreased median hospital length of stay in hospital (4.0 days vs 4.8 days; p = 0.008), increased rate of discharge home (26.3% vs 14.7%; p = 0.030), and decreased one-year mortality (14.7% vs 26.3%; p = 0.049). The 90-day readmission rate (18.2% vs 21.7%; p = 0.528) and 30-day mortality (3.7% vs 5.1%; p = 0.767) did not significantly differ. Patients who underwent HA were significantly older than those who underwent THA (82.1 years (SD 10.4) vs 71.1 years (SD 9.5); p < 0.001), more medically complex (mean Charlson Comorbidity Index 6.4 (SD 2.6) vs 4.1 (SD 2.2); p < 0.001), and more likely to develop delirium (8.5% vs 0%; p = 0.024). Conclusion. The introduction of an interdisciplinary protocol for the management of elderly patients with a femoral neck fracture was associated with reduced time to surgery, length of stay, complications, and one-year mortality. Such interventions are critical in improving outcomes and reducing costs for an ageing population. Cite this article: Bone Joint J 2021;103-B(7 Supple B):3–8


Orthopaedic Proceedings
Vol. 91-B, Issue SUPP_I | Pages 19 - 19
1 Mar 2009
Shetty V Vowler S Villar R
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Introduction: There are a number of publications in the literature on managing post-operative pain and early rehabilitation after primary total hip replacement (THR). However, there has been very little work in the literature to study the influence of the anaesthetic technique used on the post-operative length of hospital stay following primary THR. We, therefore, wished to particularly study the influence of anaesthetic technique and the anaesthetist concerned on the length of hospital stay, as well as the effect of age and body mass index (BMI). Methods: We studied 121 consecutive THRs in 109 patients. All procedures in our study were performed by the same surgeon using the same posterolateral approach, the same prosthetic design and the same physiotherapy protocol for all patients. Patients received either general anaesthesia alone (50 THRs) or a combination of general and local anaesthesia (lumbar plexus block; 71 THRs) from three separate anaesthetists. The mean age at the time of operation was 66.5 years (33 to 88). The influence of anaesthetist, anaesthetic technique, age of the patient and BMI on length of stay after primary THR was assessed separately. Results: Our analysis showed that the length of hospital stay was greatly influenced by the anaesthetic technique used, those patients who received a lumbar plexus block having a shorter median length of hospital stay (3 days) than those who received general anaesthesia alone (5 days; p < 0.0001). The age of the patient was also critical (p = 0.003) as was the anaesthetist concerned (p = 0.01). BMI was unimportant. Conclusions: For those surgeons who believe that a reduction in the length of hospital stay after primary THR is a worthwhile objective, we have one over-riding observation–the anaesthetic technique used is critical


The Journal of Bone & Joint Surgery British Volume
Vol. 91-B, Issue 7 | Pages 922 - 927
1 Jul 2009
Lefaivre KA Macadam SA Davidson DJ Gandhi R Chan H Broekhuyse HM

Our aim was to determine the effect of delay to surgery on the time to discharge, in-hospital death, the presence of major and minor medical complications and the incidence of pressure sores in patients with a fracture of the hip. All patients admitted to Vancouver General Hospital with this injury between 1998 and 2001 inclusive were identified from our trauma registry. A review of the case notes was performed to determine the delay in time from admission to surgery, age, gender, type of fracture and medical comorbidities. A time-to-event analysis was performed for length of stay. Additionally, a Cox proportional hazards model was used to determine the effect of delay to surgery on the length of stay while controlling for other pertinent confounding factors. Using logistical regression we determined the effect of delay to surgery on in-hospital death, medical complications and the presence of pressure sores, while controlling for confounding factors. Delay to surgery (p = 0.0255), comorbidity (p < 0.0001), age (p < 0.0001) and type of fracture (p = 0.0004) were all significant in the Cox proportional hazards model for increased time to discharge. Delay to surgery was not a significant predictor of in-hospital mortality. However, a delay of more than 24 hours was a significant predictor of a minor medical complication (odds ratio (OR) 1.53, 95% confidence interval (CI) 1.05 to 2.22), while a delay of more than 48 hours was associated with an increased risk of a major medical complication (OR 2.21, 95% CI 1.01 to 4.34), a minor medical complication (OR 2.27, 95% CI 1.38 to 3.72) and of pressure sores (OR 2.29, 95% CI 1.19 to 4.40). Patients with a fracture of the hip should have surgery early to lessen the time to acute-care hospital discharge and to minimise the risk of complications


Orthopaedic Proceedings
Vol. 94-B, Issue SUPP_XIII | Pages 7 - 7
1 Apr 2012
Highcock A Robinson S Sherry P
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AIM. To evaluate patient outcomes in surgically managed ankle fractures with respect to fracture pattern, timing of surgery and length of stay. METHOD. A retrospective review was undertaken of all patients admitted with an ankle fracture requiring a surgical procedure to our hospital between 1. st. Jan 2008 – 31. st. Dec 2008. Patient records were reviewed for baseline demographics and dates of admission, surgery and discharge. Radiographs were examined for fracture pattern and any evidence of dislocation. Patients were grouped into either early surgery (<48hours), or delayed surgery (>48hours). Data was analysed for length of stay (total, pre- and post-operative), time to surgery and factors influencing timing of surgery. RESULTS. One hundred and twenty-one patients were identified (12 were excluded for either failed conservative management or pre-op CT required), in all 109 patients were included. Average age was 46.5 years (range 11-83yrs) with a female predominance (ratio 3:1). Average length of stay was 9.13 days, with a mean time to surgery 2.7 days. 44% had early surgery; 56% delayed surgery. Pre-operative bed days in the delayed surgery group totalled 278 (average 4.5days per patient). Total length of stay was, on average, 1.1 days longer in the delayed surgery group, however, post-operative stay was significantly shorter in this group (4.93 versus 6.98 days). Factors associated with delayed surgery were trimalleolar fractures (p=0.06) and failure to reduce dislocation on first radiograph (p=0.27). CONCLUSION. Post-operative stay is shorter when surgery is delayed beyond 48 hours. Patient throughput, total length of inpatient stay, cost and patient satisfaction could be improved with early discharge and semi-elective re-admission for fracture fixation. Tri-malleolar fractures and delays in reduction after dislocation both pre-disposed to delayed surgery, owing to soft tissue swelling, and need to be pre-operatively managed accordingly


Orthopaedic Proceedings
Vol. 105-B, Issue SUPP_12 | Pages 58 - 58
23 Jun 2023
Fontalis A The CS Plastow R Mancino F Haddad FS
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In-hospital length of stay (LOS) and discharge disposition following arthroplasty could act as surrogate measures for improvement in patient pathways, and have major cost saving implications for healthcare providers. With the ever-growing adoption of robotic technology in arthroplasty, we wished to evaluate its impact on LOS. The objectives of this study were to compare LOS and discharge disposition following robotic-arm assisted (RO THA) versus conventional technique Total Hip Arthroplasty (CO THA). This large-scale, single institution study included patients of any age undergoing primary THA (N = 1,732) for any cause between May 2019 and January 2023. Data extracted included patient demographics, LOS, need for Post Anaesthesia Care Unit (PACU) admission, anaesthesia type, readmission within 30 days and discharge dispositions. Univariate and multivariate logistic regression models were also employed to identify factors and patient characteristics related to delayed discharge. The median LOS in the RO THA group was 54 hours (34, 78) versus 60 (51, 100) in the CO THA group, p<0.001. Discharge disposition was comparable between the two groups. In the multivariate model, age, need for PACU admission, ASA score > 2, female gender, general anaesthesia and utilisation of the conventional technique were significantly associated with LOS > 2 days. Our study showed that robotic-arm assistance was associated with a shorter LOS in patients undergoing primary THA and no difference in discharge destination. Our results suggest that robotic-arm assistance could be advantageous in partly addressing the upsurge of hip arthroplasty procedures and the concomitant health care burden; however, this needs to be corroborated by long-term cost effectiveness analyses and data from randomised controlled studies


Orthopaedic Proceedings
Vol. 95-B, Issue SUPP_15 | Pages 274 - 274
1 Mar 2013
Murphy A Casey D Gulczynski D Murphy S
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Introduction. The current study reports on the impact of immediate mobilization of patients treated by tissue-preserving, computer-assisted total hip arthroplasty on length of stay, disposition, and complications. Methods. From March, 2010 to April, 2011, a total of 231 consecutive primary THA were performed. Of these, 218 hips met the inclusion criteria of treatment using the superior capsulotomy surgical technique. 1. (Fig. 1), navigation of acetabular component implantation using a patient-specific mechanical navigation device (HipSextant™ navigation System, Surgical Planning Associates, Inc., Boston, MA). 2. , and patient age less than 80 years. Mean age of the patients was 57.3 years (range 23.5–79.9 years). The superior capsulotomy approach. 1. was used in all cases. This technique allows for both the femoral and the acetabular components to be placed with the patient in a lateral position through an incision in the superior capsule, posterior to the abductors and anterior to the short external rotators. The hip is not dislocated during surgery. Rather, the femur is prepared in situ through the top of the femoral neck, the neck is then transected, and the femoral head is excised en bloc. The acetabulum is prepared under direct vision using angled reamers, and the socket is placed with an offset inserter. The final construct is then reduced in situ. The protocol also involved the use of pre-emptive oral analgesia, pre-emptive autologous blood transfusion, and immediate mobilization. 3. Length of stay and disposition in this study group were compared to a cohort of 698 total hip arthroplasty performed at the same institution by all other techniques. Results. In the 218 hips in this study, the mean length of stay was 1.65 days with 97% of patients discharged directly home. Comparatively, the control group of 698 primary hips had an average length of stay of 3.2 days with 68% of patients discharged directly home. Of the 3 patients transferred to rehabilitation, one had cerebral palsy and another had end stage renal disease, a mechanical heart valve, and a longstanding complete sciatic palsy on the contralateral side. One patient, discharged on post op day 3, was readmitted 3 weeks postop for a GI bleed in association with prolonged anti-inflammatory use prior to surgery. Otherwise, there were no readmissions, reoperations, dislocations, nerve injuries, or post-discharge blood transfusions. Conclusions. The current study demonstrates that performing THA with combined tissue preservation and mechanical navigation techniques together with immediate mobilization can be safe and effective and have the potential of greatly reducing healthcare costs and dependence upon prolonged institutionalization following surgery


Orthopaedic Proceedings
Vol. 90-B, Issue SUPP_II | Pages 296 - 296
1 Jul 2008
Shetty V Vowler S Villar R
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Introduction: Although there are a number of publications in the literature on managing post-operative pain and early rehabilitation after surgery in general, there has been little work on the influence of anaesthetic technique on the post-operative length of hospital stay following primary total hip replacement (THR). We wished to particularly study the influence of anaesthetic technique and the anaesthetist concerned on the length of hospital stay, as well as the effect of age and body mass index (BMI). Methods: We studied 121 consecutive THRs in 109 patients. All procedures were performed by the same surgeon using the same posterolateral approach, prosthetic design and the same physiotherapy protocol. Patients received either general anaesthesia alone (50 THRs) or a combination of general and local anaesthesia (lumbar plexus block; 71 THRs) from three separate anaesthetists. The influence of anaesthetist, anaesthetic technique, age, and BMI on length of stay after primary THR was assessed separately. Results: Our analysis showed that the length of hospital stay was greatly influenced by the anaesthetic technique used (p < 0.0001), those patients who received a lumbar plexus block having a shorter median length of hospital stay (3 days) than those who received general anaesthesia alone (5 days). The age of the patient was also critical (p = 0.003) as was the anaesthetist concerned (p = 0.01). BMI was unimportant. Discussion: For those surgeons who believe that a reduction in the length of hospital stay after primary THR is a worthwhile objective, we have one over-riding observation – the anaesthetic technique used, and the anaesthetist involved, are critical


Orthopaedic Proceedings
Vol. 104-B, Issue SUPP_7 | Pages 42 - 42
1 Jul 2022
Fu H Afzal I Asopa V Kader D Sochart D
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Abstract. Background. There is a trend towards minimising length of stay (LOS) after total knee arthroplasty (TKA), as longer LOS is associated with poorer outcomes and higher costs. Patient factors known to influence LOS after TKA include age and ASA grade. Evidence regarding body mass index (BMI) in particular is conflicting. Some studies find that increased BMI predicts greater LOS, while others find no such relationship. Previous studies have generally not examined socioeconomic status, which may be a confounder. They have generally been conducted outside the UK, and prior to the Covid-19 pandemic. Methods. We conducted a retrospective cohort study of 1031 primary TKAs performed 01-04-2021 to 31-12-2021, after resumption of elective surgery in our centre. A multivariate regression analysis was performed using a Poisson model over pre-operative variables (BMI, age, gender, ASA grade, index of multiple deprivation, and living arrangement) and peri-operative variables (AM/PM operation, operation side, duration, and day of the week). Results. Mean LOS was 2.6 days. BMI had no effect on LOS (p > 0.05). Longer LOS was experienced by patients of greater age (p < 0.001), increased ASA grade (p < 0.001), living alone (p < 0.01), PM start time (p < 0.001), and longer operation duration (p < 0.01). Male patients had shorter LOS (p < 0.001). Index of multiple deprivation had no effect (p > 0.05). Conclusion. BMI had no effect on LOS after TKA. Being female and living alone are significant risk factors which should be taken in to account in pre-operative planning


Orthopaedic Proceedings
Vol. 92-B, Issue SUPP_III | Pages 418 - 419
1 Jul 2010
Jones S Alnaib M Kokkinakis M Wilkinson M St Clair Gibson A Kader D
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The aim of this study was to evaluate the impact of a preoperative education programme on length of hospital stay for primary and revision knee arthroplasty patients. The programme was introduced at our hospital in October 2006 to encourage patients to play an active role in their postoperative recovery process. It was delivered by a multi-disciplinary team consisting of an arthroplasty nurse, ward physiotherapist, occupational therapist and orthopaedic consultant. Patients were educated about their care pathway, knee surgery, pain management, the expected discharge goal, post operative inpatient and outpatient rehabilitation. Data was prospectively reviewed for 472 patients who underwent (primary or revision) knee arthroplasty for the period between January 2006 and November 2007. There were 150 patients in the Conventional group and 322 patients in the Educational group. The mean length of stay reduced significantly from 7 days in the Conventional group to 5 days in the Education group (P< 0.01). In addition 20 percent more patients were discharged early (within 1 to 4 days) in Education group compared to the Conventional group (P< 0.01). There was no statistically significant difference in the percentage of inpatient complications and readmissions between the two groups. Our study demonstrates that preoperative education is a safe and effective method of reducing length of stay for knee arthroplasty patients. Significantly more patients achieved discharge within four postoperative days


Orthopaedic Proceedings
Vol. 101-B, Issue SUPP_11 | Pages 16 - 16
1 Oct 2019
Nowak L Schemitsch EH
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Introduction. We designed this study to compare 30-day complications and length of hospital stay between patients undergoing total knee arthroplasty (TKA) with general anesthesia, to those undergoing TKA with spinal, epidural anesthesia, or Monitored Anesthesia Care (MAC, a combination of local anesthesia with sedation and analgesia provided by an anesthesiologist) with or without regional nerve blocks. Methods. We identified patients ≥18 years undergoing TKA between the years of 2006 and 2017 from the American College of Surgeons National Surgical Quality Improvement Program (NSQIP). We collected patient demographics, anesthesia type, 30-day complications, length of operation and hospital stay from the database. We used multivariable regression to compare complications and length of stay (LOS) between anesthesia types, while adjusting for relevant covariables. Results. We identified 265,325 TKA patients. Of these, 91 (0.03%) underwent epidural anesthesia with a nerve block, while 1,855 (0.70%) underwent epidural anesthesia with no block, 12,800 (4.82%) underwent MAC with a block, 25,643 (9.66%) underwent MAC with no block, 13,575 (5.12%) underwent spinal anesthesia with a block, 80,803 (30.45%) underwent spinal anesthesia with no block, and 130,558 (49.21%) underwent general anesthesia. The rate of complications was not associated with the presence of a block, while the unadjusted LOS was significantly lower with the use of a block in patients treated with spinal anesthesia (2.54±2.07 vs. 2.84±2.25), epidural anesthesia (2.87±1.81 vs. 3.88± 4.67), and MAC (2.51±2.14 vs. 2.68±2.11), p<0.0001. The unadjusted rate of major complications was significantly lower in patients who underwent spinal anesthesia (2.10%), and MAC (1.91%) compared to general anesthesia (2.31%), p<0.0001. Similarly, the unadjusted rate of minor complications was significantly lower for patients treated with spinal anesthesia(1.86%) and MAC (1.78%) compared to general anesthesia (2.11%), p<0.0001. The unadjusted LOS was significantly longer in patients treated with epidural (3.83±4.58), compared to general (2.94±3.64) anesthesia, p<0.0001. In contrast, the unadjusted LOS was significantly lower for patients treated with spinal anesthesia (2.80±2.23), and MAC (2.62±2.12) compared to general anesthesia, p<0.0001. Following covariable adjustment, spinal anesthesia and MAC were associated with a 0.93 (0.87–0.98), and 0.84 (0.78–0.91), odds of major complications compared to general anesthesia. Similarly, spinal anesthesia and MAC were associated with a 0.92 (0.87–0.98) and 0.89 (0.82–0.97) odds of minor complications compared to general anesthesia. Following covariable adjustment, epidural anesthesia increased the LOS by 0.25 (0.27–0.28) days compared to general, while spinal anesthesia and MAC decreased the LOS by 0.04 (95%CI 0.05–0.04), and 0.10 (0.11–0.09) days, compared to general. In patients treated with spinal anesthesia, epidural anesthesia, and MAC, the use of a block was independently associated with a decreased LOS by 0.10 (0.12–0.90), 0.24 (0.39–0.09), and 0.07 (0.08–0.05). Conclusion. Patients who undergo TKA with spinal anesthetic, and MAC appear to have superior outcomes compared to those who undergo TKA with general anesthesia. In addition, the use of a regional nerve block appears to be independently associated with a shorter LOS in patients who undergo TKA with neuraxial (spinal and epidural) anesthetic, and MAC. For figures, tables, or references, please contact authors directly


Orthopaedic Proceedings
Vol. 100-B, Issue SUPP_1 | Pages 34 - 34
1 Jan 2018
Garvin K Lyden E Reilly A Richard B
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The burden of hospital length of stay (LOS) and readmissions for total hip arthroplasty (THA) patients has resulted in great scrutiny. The purpose of this study was to determine our patients' LOS and hospital readmissions over the past 7 years. The second purpose was to determine what comorbidities affected the LOS and readmissions of 1440 THA patients. 1440 THA patients were retrospectively reviewed. The group included 622 males, 818 females. The average age of the cohort was 60 years (12 to 94 years). Ninety-day hospital readmissions were measured for the patients. Fisher's exact test, independent Sample t-test and Spearman correlation coefficients were used to determine associations of patient characteristics and comorbidities with readmission status and LOS with comorbidity status. The LOS decreased over the time of the study (p=0.02), however; readmissions remained constant at approximately 6% (p=0.73). The mean LOS for patients not readmitted was significantly shorter than for those readmitted (3.2 vs. 4.4 days; p=0.0003). Comorbidities associated with a longer hospital stay included diabetes (p=0.0052), hypertension (p=0.04), coronary artery disease (p=0.0034), congestive heart failure (p=0.0012), peripheral vascular disease (p=0.015), chronic obstructive pulmonary disease (p=0.016), renal disease (p=0.009), and mental illness (p=0.03). Increased body mass index (BMI) was not associated with a significant increase in LOS (r=0.01, p=0.83). Increased readmission rates were associated with comorbidities including hypertension (p=<0.0001), coronary artery disease (p=<0.0001), congestive heart failure (p=0.0007), peripheral vascular disease (p=<0.0001), chronic obstructive pulmonary disease (p=0.003), asthma (p=0.0128), renal disease (p=0.0001), and mental illness (p=0.0147). Obesity was not associated with increased readmission rates until the patients were morbidly obese (>40 BMI; p=0.03). Although the LOS decreased over the time of the study, this did not result in an adverse increase in readmission rates. Several comorbidities including hypertension, coronary artery disease, congestive heart failure, peripheral vascular disease, chronic obstructive pulmonary disease, and mental illness were all associated with both a longer LOS and an increase in readmission rates. Asthma was associated with increased readmission rates only and diabetes was associated with an increased LOS only. BMI was not associated with readmission rates unless the BMI exceeded 40 and had no significant effect on LOS at any BMI level


Orthopaedic Proceedings
Vol. 88-B, Issue SUPP_I | Pages 42 - 42
1 Mar 2006
Al Khayer T Al Khayer A Gaheer R Sawant N Paterson M
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Background Hip fracture is a common clinical problem that leads to considerable morbidity and mortality in the United Kingdom. Recommendations in our hospital suggest that elderly patients suffering from these fractures should have surgery within two calendar days from admission. Methods From August 2002 to July 2003, we studied 407 patients over the age of 65 who had a fracture of the hip. (Cases were recorded prospectively in our department trauma database). This was to determine the effect of operative delay and patients age on in-hospital mortality and on post operative length of stay. An operative delay was defined as an interval more than two calendar days between the time of admission to the hospital and the operation. Results In 199 (47%) cases, operation was performed within two calendar days from admission. The in-hospital mortality rate was 11%. The mean length of stay was 17 days. In the cases studied, neither the operative delay nor the age of the patient had a significant effect on the length of stay post operation. There was an increase in the in-hospital mortality rate associated with the operative delay, although this was not significant statistically. There was a statistically significant increase in the inhospital mortality rate with an increase in the patients age (5 % if less than 80 years old, 11% if between 80 and 89 years old, 19% if 90 years or older, p is less or equal to 0.05). In all three age groups the mortality rate did not statistically significantly decrease if the surgery was performed within two calendar days from admission. Conclusion Early surgery is not associated with significantly improved in-hospital mortality rate. Early surgery is not associated with decreased length of stay. Age is a prime factor in predicting the in-hospital mortality rate. We recommend early medical input for patient optimisation to reduce the proven high mortality rate


Orthopaedic Proceedings
Vol. 93-B, Issue SUPP_III | Pages 261 - 261
1 Jul 2011
Upadhyay V Sahu A Harshavardena N Charalambous CP Hartley R
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Purpose: The aim of this study was to compare the results and length of stay of patients of early ankle fracture fixation with conventional fixation in a busy District General Hospital in UK. Method: A retrospective study was conducted using data from case records, electronic patient record, clinical coding information, clinic letters and Picture Archiving and Communications System (PACS). Two hundred patients who underwent ankle fracture fixation from July 2004 to June 2005 were included. We looked into age, place of living, Weber classification, mechanism of injury, comorbidities especially diabetes and peripheral vascular disease, addictions mainly smoking, whether patient was anticoagulated, delay for theatre with reasons, length of stay in hospital and complications if any. Other things to looked at were, overlying skin condition, the amount of swelling at the time of presentation to A& E, associated ankle dislocation or talar shift needing reduction, injury types-open or closed or with associated neuro-vascular injury. In-operative management – what method was used ie malleolar screws, diastasis screw, fibular plating, calcaneotalotibial nail or external fixater etc. Results: In the 12-month retrospective review, there were 200 ankle fractures that required surgical intervention. Only twenty-two of these had surgery within 12 hours (mean length of stay, 3.3 days), and sixty-seven of these had surgery within 48 hours (mean length of stay, 4.9 days), and 111 had surgery after 48 hours (mean length of stay, 9.4 days). Finally we calculated the cost (784 bed days – £235 thousands) incurred to the trust in terms of extra bed occupancy and treating the complications as a result of wait. Conclusion: This study shows that early operative intervention for ankle fractures reduces the length of hospital stay. Intensive physiotherapy and co-ordinated discharge planning are also essential ingredients for early discharge. We want to emphasise on the ‘Window of Opportunity’ ie initial 12 hours to fix ankle fractures to decrease overall morbidity and cost


Orthopaedic Proceedings
Vol. 95-B, Issue SUPP_15 | Pages 275 - 275
1 Mar 2013
Murphy W Gulczynski D Bode R Murphy S
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Introduction. Early rehabilitation and discharge following minimally-invasive total hip arthroplasty has potential risks including the possibility that patients may become progressively anemic at home. The current study assess the use of pre-emptive autologous blood transfusion on the length of stay, readmission, and allogenous transfusion. Methods. Patients treated by primary total hip arthroplasty using the superior capsulotomy technique were studied. Patients were divided into two groups. Group 1 were patients who did donate autologous blood and received an intra-operative pre-emptive transfusion. There were 283 patients in Group 1. Group 2 were patients who were medically capable of donating autologous blood but did not for non-medical reasons. There were 71 patients in Group 2. Patients who did not donate autologous blood for medical reasons (preoperative Hgb less than 11.5, age over 80) were excluded. All patients received general anesthesia. Length of stay, allogenous transfusion and readmission were compared. Results. The mean length of stay after surgery for the Group 1 patients who received autologous blood donation during primary THA was 1.56 days (SD 78 days, range 0–4). The mean length of stay for the Group 2 patients who did not donate or receive autologous blood during primary THA was 1.87 days (SD 84 days, range 1–4). Patients who received autologous blood donation had a significantly shorter post-surgical length of stay than patients who did not (p = .002, Mann-Whitney test). Patients who did not donate and preemptively receive autologous blood received significantly more allogenous blood (Mann-Whitney, p=.0004). Moreover 15% of those who auto-donated were given allogenic transfusions, while 37% of those who did not auto-donate were given allogeneic transfusions. One patient who did receive autologous transfusion and was discharged on day 2 sustained an NSAID induced GI-bleed 3 weeks postop and was admitted for transfusion and treatment. There were no other readmissions in either group. Conclusions. Patients who receive pre-emptive autologous blood transfusion intra-operatively when treated specifically by total hip arthroplasty using the superior capsulotomy technique under general anesthesia have shorter hospital stays and lower allogenous transfusion rates than a matched cohort of patients that did not donate and receive autogenous blood


Orthopaedic Proceedings
Vol. 98-B, Issue SUPP_20 | Pages 94 - 94
1 Nov 2016
Werle J Khong H Smith C
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Many hospitals and orthopaedic surgery teams across Canada have instituted quality improvement (QI) programs for hip and knee arthroplasty. One of the common goals is to reduce hospital length of stay (LOS) in order to improve operational efficiency, patient flow and, by achieving this, provide improved access for patients to arthroplasty surgery. A common concern among surgeons and care providers is that hospital readmission rates will increase if LOS is significantly reduced. This study assesses the relationship between LOS and readmission rates in Alberta over a six year period during a focused QI initiative targeting LOS. Data from all patients undergoing primary elective total hip or knee arthroplasty in Alberta between 2010 and 2015 was captured through a provincial QI program. Patient characteristics captured included age, gender, joint replaced, and pre-surgical co-morbidities. Patient LOS and all-cause hospital readmissions within thirty days from the initial discharge were captured through provincial data repositories, including the Discharge Abstract Database (DAD), operating room information systems, electronic medical records, and comorbidity risk grouper (CRG) data. Three longitudinal analyses were performed: 1) the crude and risk adjusted length of stay and 30-day readmission rates were calculated, 2) the population was grouped into two 3-year subsets and compared using t-test (acute LOS) and chi-square (30-day readmission), and 3) a multivariable regression analyses was performed to determine the rate of change and statistical significance in acute LOS and 30-day readmission between the two time periods. The number of patients undergoing elective lower extremity arthroplasty in the province during the six-year study period (2010–2015) was 48,760 patients. Fifty-nine percent were female and forty-one percent were male. Mean age of the cohort was 66.9 years. Thirty-nine percent of patients had a total hip arthroplasty and 61% had a total knee arthroplasty. Forty-five percent of patients had no pre-surgical risk factors, 27% had one risk factor, and 28% of the patients had 2 or more risk factors. During the quality improvement program risk-adjusted length of stay improved from a mean of 4.82 days (in 2010–2012) to 3.90 days (in 2013–2015) (p<0.01). Controlling for differences in age, sex, joint replaced, and pre-surgery risk factors, the acute LOS declined by 0.32 days between the two time periods (p<0.001). Quality improvement programs that target reduced LOS can avoid increasing 30-day hospital readmission rates. This has significant implications for inpatient resource utilisation for lower extremity arthroplasty surgery and for improving patient flow


Orthopaedic Proceedings
Vol. 104-B, Issue SUPP_12 | Pages 33 - 33
1 Dec 2022
Abbas A Lex J Toor J Mosseri J Khalil E Ravi B Whyne C
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Total knee and hip arthroplasty (TKA and THA) are two of the highest volume and resource intensive surgical procedures. Key drivers of the cost of surgical care are duration of surgery (DOS) and postoperative inpatient length of stay (LOS). The ability to predict TKA and THA DOS and LOS has substantial implications for hospital finances, scheduling and resource allocation. The goal of this study was to predict DOS and LOS for elective unilateral TKAs and THAs using machine learning models (MLMs) constructed on preoperative patient factors using a large North American database. The American College of Surgeons (ACS) National Surgical and Quality Improvement (NSQIP) database was queried for elective unilateral TKA and THA procedures from 2014-2019. The dataset was split into training, validation and testing based on year. Multiple conventional and deep MLMs such as linear, tree-based and multilayer perceptrons (MLPs) were constructed. The models with best performance on the validation set were evaluated on the testing set. Models were evaluated according to 1) mean squared error (MSE), 2) buffer accuracy (the number of times the predicted target was within a predesignated buffer of the actual target), and 3) classification accuracy (the number of times the correct class was predicted by the models). To ensure useful predictions, the results of the models were compared to a mean regressor. A total of 499,432 patients (TKA 302,490; THA 196,942) were included. The MLP models had the best MSEs and accuracy across both TKA and THA patients. During testing, the TKA MSEs for DOS and LOS were 0.893 and 0.688 while the THA MSEs for DOS and LOS were 0.895 and 0.691. The TKA DOS 30-minute buffer accuracy and ≤120 min, >120 min classification accuracy were 78.8% and 88.3%, while the TKA LOS 1-day buffer accuracy and ≤2 days, >2 days classification accuracy were 75.2% and 76.1%. The THA DOS 30-minute buffer accuracy and ≤120 min, >120 min classification accuracy were 81.6% and 91.4%, while the THA LOS 1-day buffer accuracy and ≤2 days, >2 days classification accuracy were 78.3% and 80.4%. All models across both TKA and THA patients were more accurate than the mean regressors for both DOS and LOS predictions across both buffer and classification accuracies. Conventional and deep MLMs have been effectively implemented to predict the DOS and LOS of elective unilateral TKA and THA patients based on preoperative patient factors using a large North American database with a high level of accuracy. Future work should include using operational factors to further refine these models and improve predictive accuracy. Results of this work will allow institutions to optimize their resource allocation, reduce costs and improve surgical scheduling. Acknowledgements:. The American College of Surgeons National Surgical Quality Improvement Program and the hospitals participating in the ACS NSQIP are the source of the data used herein; they have not verified and are not responsible for the statistical validity of the data analysis or the conclusions derived by the authors


Orthopaedic Proceedings
Vol. 104-B, Issue SUPP_12 | Pages 55 - 55
1 Dec 2022
Nowak L Campbell D Schemitsch EH
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To describe the longitudinal trends in patients with obesity and Metabolic Syndrome (MetS) undergoing TKA and the associated impact on complications and lengths of hospital stay. We identified patients who underwent primary TKA between 2006 – 2017 within the American College of Surgeons National Surgical Quality Improvement Program (NSQIP) database. We recorded patient demographics, length of stay (LOS), and 30-day major and minor complications. We labelled those with an obese Body Mass Index (BMI ≥ 30), hypertension, and diabetes as having MetS. We evaluated mean BMI, LOS, and 30-day complication rates in all patients, obese patients, and those with MetS from 2006-2017. We used multivariable regression to evaluate the trends in BMI, complications, and LOS over time in all patients and those with MetS, and the effect of BMI and MetS on complication rates and LOS, stratified by year. 270,846 patients underwent primary TKA at hospitals participating in the NSQIP database. 63.71% of patients were obese (n = 172,333), 15.21% were morbidly obese (n = 41,130), and 12.37% met criteria for MetS (n = 33,470). Mean BMI in TKA patients increased at a rate of 0.03 per year (0.02-0.05; p < 0 .0001). Despite this, the rate of adverse events in obese patients decreased: major complications by an odds ratio (OR) of 0.94 (0.93-0.96; p < 0 .0001) and minor complications by 0.94 (0.93-0.95; p < 0 .001). LOS also decreased over time at an average rate of −0.058 days per year (-0.059 to −0.057; p < 0 .0001). The proportion of patients with MetS did not increase, however similar improvements in major complications (OR 0.94 [0.91-0.97] p < 0 .0001), minor complications (OR 0.97 [0.94-1.00]; p < 0 .0330), and LOS (mean −0.055 [-0.056 to −0.054] p < 0 .0001) were found. In morbidly obese patients (BMI ≥ 40), there was a decreased proportion per year (OR 0.989 [0.98-0.994] p < 0 .0001). Factors specifically associated with major complications in obese patients included COPD (OR 1.75 [1.55-2.00] p < 0.0001) and diabetes (OR 1.10 [1.02-1.1] p = 0.017). Hypertension (OR 1.12 [1.03-1.21] p = 0.0079) was associated with minor complications. Similarly, in patients with MetS, major complications were associated with COPD (OR 1.72 [1.35-2.18] p < 0.0001). Neuraxial anesthesia was associated with a lower risk for major complications in the obese cohort (OR 0.87 [0.81-0.92] p < 0.0001). BMI ≥ 40 was associated with a greater risk for minor complications (OR 1.37 [1.26-1.50] p < 0.0001), major complications (1.11 [1.02-1.21] p = 0.015), and increased LOS (+0.08 days [0.07-0.09] p < 0.0001). Mean BMI in patients undergoing primary TKA increased from 2006 - 2017. MetS comorbidities such as diabetes and hypertension elevated the risk for complications in obese patients. COPD contributed to higher rates of major complications. The obesity-specific risk reduction with spinal anesthesia suggests an improved post-anesthetic clinical course in obese patients with pre-existing pulmonary pathology. Encouragingly, the overall rates of complications and LOS in patients with obesity and MetS exhibited a longitudinal decline. This finding may be related to the decreased proportion of patients with BMI ≥ 40 treated over the same period, possibly the result of quality improvement initiatives aimed at delaying high-risk surgery in morbidly obese patients until healthy weight loss is achieved. These findings may also reflect increased awareness and improved management of these patients and their elevated risk profiles


Orthopaedic Proceedings
Vol. 92-B, Issue SUPP_II | Pages 271 - 271
1 May 2010
Bowey A Andrew B GJ DR
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A longer stay in the hospital after primary total hip replacement is consistent with an increased morbidity and slower recovery for patients. In addition, it is among the more costly aspects of a total joint replacement. A process, which reduces the length of stay following this procedure and synchronically maintains the high standards of safe care would certainly improve the clinical practice and provide financial benefits. Our objective was to evaluate the efficiency of a holistic perioperative, accelerated recovery programme following this procedure and in particular to assess its impact in the shot term patient’s recovery, morbidity, complications, readmission rate and cost savings for the NHS. Eighty-nine patients participated in our rapid recovery programme, which is a comprehensive approach to patient care, combining individual pre-operative patient education, pain management, infection control, continuous nursing and medical staff motivation as well as intensive physiotherapy in the ward and the community. Forty-eight male and 41 female patients with an average age of 69 (range-50 to 87) underwent a total hip replacement in an NHS District General Hospital. The average BMI was 28 (range-18 to 39) and the average ASA 2.3 (range-1 to 4). The procedure was performed by 3 different surgeons using the same operative standards. A standardised post-operative protocol was followed and the patients were discharged when they were medically fit and had achieved the ward physiotherapy requirements. They were then daily followed up by a community orthopaedic rehabilitation team in patient’s own environment as long as it was required. The average length of stay was reduced from 7.8 days to 5. There was no increase in complications–or readmissions rate while there were significant cost savings. The waiting list for this surgery was reduced and the patient’s satisfaction was high. The rapid recovery programme for primary total hip replacement surgeries has been proved to be an efficient method of reducing the length of stay in hospital and consequently the financial costs while it ensures the safe and effective peri-operative management of patients


Orthopaedic Proceedings
Vol. 102-B, Issue SUPP_10 | Pages 40 - 40
1 Oct 2020
Girbino KL Klika AK Barsoum WK Rueda CAH Piuzzi NS
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Introduction. With the removal of total hip arthroplasty (THA) from the Centers for Medicare & Medicaid Services (CMS) inpatient-only list, understanding predictors of length of stay (LOS) after THA is critical. Thus, we aimed to determine the influence of patient- and procedure-related risk factors as predictors of >1-day LOS after THA. Methods. A prospective cohort of 5,281 patients underwent primary THA between January 2016 and April 2019. Risk factors increased LOS were categorized as patient-related (demographics, smoking status, baseline Veterans RAND 12 Item Health Survey Mental Component Summary score [VR-12 MCS], Charlson Comorbidity Index [CCI], surgical indication, baseline Hip Injury and Osteoarthritis Outcome Score [HOOS] pain subscore and baseline HOOS physical function shortform (HOOS-PS), range of motion, and predicted discharge disposition) or procedure-related (hospital site, surgeon, approach, day of surgery, and surgery start time). By using the Akaike information criterion (AIC) and internally-validated concordance probabilities (C-index) for discriminating a 1-day LOS from a >1-day LOS, we compared performance between a patient-related risk factors only model and a model containing both patient- and procedure-related risk factors. Results. A >1-day LOS was statistically significantly associated with older age (p<0.001), female sex (p<0.001), higher body mass index (BMI) (p<0.001), higher CCI (p<0.001), Medicare status (p=0.012), higher baseline HOOS-PS (P<0.001) and lower baseline VR-12 MCS scores (p<0.001). The C-index after 1,000 bootstrap iterations were 0.693 and 0.883 for patient-related and patient plus procedure-related factors, respectively. Upon addition of procedure-related risk factors to the model, the AIC decreased by approximately 1,100 units, indicating that procedure-related risk factors (especially hospital site and surgical approach) explain LOS more effectively than patient-related risk factors alone. Conclusions. Although patient-related risk factors provide substantial predictive value for LOS following THA, procedure-related risk factors (mainly hospital site and surgical approach) remain the main drivers of predicting LOS. These results can help clinicians select appropriate candidates for short-stay and outpatient THA


Aims. Delirium is associated with adverse outcomes following hip fracture, but the prevalence and significance of delirium for the prognosis and ongoing rehabilitation needs of patients admitted from home is less well studied. Here, we analyzed relationships between delirium in patients admitted from home with 1) mortality; 2) total length of hospital stay; 3) need for post-acute inpatient rehabilitation; and 4) hospital readmission within 180 days. Methods. This observational study used routine clinical data in a consecutive sample of hip fracture patients aged ≥ 50 years admitted to a single large trauma centre during the COVID-19 pandemic between 1 March 2020 and 30 November 2021. Delirium was prospectively assessed as part of routine care by the 4 A’s Test (4AT), with most assessments performed in the emergency department. Associations were determined using logistic regression adjusted for age, sex, Scottish Index of Multiple Deprivation quintile, COVID-19 infection within 30 days, and American Society of Anesthesiologists grade. Results. A total of 1,821 patients were admitted, with 1,383 (mean age 79.5 years; 72.1% female) directly from home. Overall, 87 patients (4.8%) were excluded due to missing 4AT scores. Delirium prevalence in the whole cohort was 26.5% (460/1,734): 14.1% (189/1,340) in the subgroup of patients admitted from home, and 68.8% (271/394) in the remaining patients (comprising care home residents and inpatients when fracture occurred). In patients admitted from home, delirium was associated with a 20-day longer total length of stay (p < 0.001). In multivariable analyses, delirium was associated with higher mortality at 180 days (odds ratio (OR) 1.69 (95% confidence interval (CI) 1.13 to 2.54); p = 0.013), requirement for post-acute inpatient rehabilitation (OR 2.80 (95% CI 1.97 to 3.96); p < 0.001), and readmission to hospital within 180 days (OR 1.79 (95% CI 1.02 to 3.15); p = 0.041). Conclusion. Delirium affects one in seven patients with a hip fracture admitted directly from home, and is associated with adverse outcomes in these patients. Delirium assessment and effective management should be a mandatory part of standard hip fracture care. Cite this article: Bone Jt Open 2023;4(6):447–456


Orthopaedic Proceedings
Vol. 102-B, Issue SUPP_3 | Pages 7 - 7
1 Feb 2020
Hewitt D Neilly D Pirie A Ledingham W Johnston A
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Reduced length of stay (LOS) is logistically, economically and physiologically beneficial. Although a high proportion of total joint arthroplasty (TJA) patients are suitable for same day admission (SDA), removable barriers persist in many centres. This study aimed to determine factors limiting SDA and quantify the impact of implementing both SDA and a targeted enhanced recovery programme on length of stay. This single-centre retrospective cohort study collected data on elective TJA patients aged <60. Qualitative service reviews identified opportunities for optimisation. Improvements were implemented in 2017, including: obtaining consent at the pre-assessment clinic and robustly assessing suitability for SDA. A targeted rapid recovery program was implemented in June 2018. Data was collected prior to changes in 2017, and following changes in 2018. 106 of 108 screened patients were eligible for inclusion. There were no significant between-year differences in baseline health characteristics. Significantly greater proportions of 2018 patients were consented at their pre-assessment clinic (56% vs 8.9%, p<0.001) and assessed as suitable for SDA (94% vs 57.1%, p<0.001). Pre-operative LOS was significantly reduced in 2018 for both total hip replacements (median [IQR]: 0[0,0] vs 1[1,1], p<0.001) and total knee replacements (median [IQR]: 0[0,0] vs 0[0,1], p=0.002). The departmental mean LOS improved from 4.7 days to 3.7 days following SDA. This was further shortened to 3.2 days after introduction of the rapid recovery program. When a larger proportion of patients were deemed suitable for SDA, this correlated with reduction of LOS. The department now performs above national standards in both of these parameters


Orthopaedic Proceedings
Vol. 99-B, Issue SUPP_9 | Pages 104 - 104
1 May 2017
Vaughan A Arunachalam H Harold Ayres B Eitel C Rao M
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Background. Predicting length of stay (LOS) is key to providing a cost effective and efficient arthroplasty service in an era of increasing financial constraint. Previous studies predicting LOS have not considered enhanced recovery protocols in elective hip and knee arthroplasty. Our study aims to identify patient variables in the pre and peri-operative period to predict increased LOS on patients enrolled into the standardised Chichester and Worthing Enhanced Recovery Programme (CWERP). Methods. All patients undergoing elective hip and knee arthroplasty were enrolled into CWERP using standardised anaesthetic, surgical and analgesic protocols. A data analyst prospectively collated data over 6months from anaesthetic charts and daily ward review from 663 patients between Dec 2012 and June 2013. An independent statistician undertook statistical analysis (program R, version 3.1.1). 80% of the 6months consecutive data (530 patients) were analysed, and predictive variables identified. These variables were tested against the remaining 20% of data (133 patients) predicting a LOS greater or less than our median of 4 days. Results. 663 patients were enrolled into CWERP over this period, 54% in hip arthroplasty. Statistical analysis was performed using Chi-squared test for association between actual and predicted (dichotomised) LOS being significant (p<0.0000000017). In the initial 80% (530 patients), this identified the following statistically significant variables in predicting LOS > 4 days: Age > 80 yrs, ASA 4, failure to mobilise on day of surgery, urinary catheterisation and need for blood transfusion. The statistical model when applied to the remaining 20% (133 patients) correctly categorised LOS in 101 (76%) of the patients. Conclusions. Identifying patients who fulfil our variables in the preoperative period affords better planning, maximising resources, bed efficiency and discharge planning. This also provides opportunities for financial remuneration for higher risk patients. Level of Evidence. 4


Orthopaedic Proceedings
Vol. 92-B, Issue SUPP_II | Pages 328 - 328
1 May 2010
Sidhom S Al-Lami M Sturdee S Anderson A Muthukumar N Hughes V Bennett C London N
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Aim: To assess the safety and efficacy of a mini-incision surgical (MIS) approach to knee arthroplasty (TKA) compared to a traditional standard approach. Background: TKA through less invasive approaches have become increasingly popular in recent years. These range from smaller skin incisions to the ‘quadriceps-sparing’ procedures. Claims of improved recovery time and other clinical/economic advantages have been tempered by concerns about the safety of such procedures. This study was designed to evaluate any potential advantages of a specific approach (MIS) whilst studying peri-operative, radiological and outcome data to examine procedural safety. Patients and Methods: 80 patients undergoing TKA were randomised to a standard or MIS (mini-midvastus) approach. The latter involved patella subluxation, rather than eversion. The operative, anaesthetic and post-operative treatments were standardised including rehabilitation protocols. Strict discharge criteria were established and independently verified and patients were discharged directly to their homes capable of independent care. Specifically the study evaluated patient demographics, operative time, blood loss and hospital stay. Outcome data including Knee Society Scores, Oxford Knee Scores and SF36 were recorded regularly in the early recovery period and up to 1 year post-operatively. Independent radiological review of implant positioning and alignment was obtained. Results: There were no significant differences in operative time, blood loss, or other intra-operative data. Accelerated discharge was achieved in both groups (compared to historic data), however the length of stay (LOS) was significantly shorter in the MIS patients (mean – 3.5 days compared with 4.4 days in the standard patients). There was no statistical difference in clinical outcome analyses between the groups. Discussion: Less invasive approaches to TKA have been reported over recent years but most studies have been anecdotal comparing patient recovery with historic controls which potentially can exaggerate clinical and economic benefits. Concerns have also been raised regarding the safety of these modified procedures. This study demonstrates a reduction in hospital stay and recovery in all patients as a result of accelerated rehabilitation. The MIS patients benefited from an additional significant reduction length of stay compared to controls with no evidence of compromise in terms of safety or efficacy. Conclusions: This study has demonstrated the safety of the MIS mini-midvastus approach and a clear reduction in hospital length of stay. MIS surgery can offer substantial clinical and economic benefits but procedures must be closely evaluated to ensure equivalent or enhanced outcomes are achieved


Orthopaedic Proceedings
Vol. 94-B, Issue SUPP_IX | Pages 14 - 14
1 Mar 2012
Mierlo R MacLean S McLauchlan G Simpson W
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Our aim in this audit was to determine whether intensive rehabilitation post-operatively influenced length of stay and readmission rates for patients undergoing primary total knee arthroplasty. In September 2007, a dedicated weekend physiotherapy service was set up in our Trust for patients following joint arthroplasty at a cost of £30,000 per annum. A prospective audit was conducted over two six-month periods, before and after the introduction of this service, including 202 and 240 patients respectively. Patient demographics including ASA grade and strict inclusion and exclusion criteria were used. The effect of anaesthetic type on post-operative pain control was also reviewed. Chi-squared and Mann-Whitney tests were used to analyse non-parametric data. In the second cohort, with intensive rehabilitation, a statistically significantly higher number of patients were discharged within seven days of admission (64% vs 36%, p<0.01). This was despite there being a significantly higher number of patients with high ASA grades 3-4 in this cohort (37% vs 27%, p<0.05). The median length of stay in the second cohort was seven days compared to eight in the first cohort. There was a slight increase in rate of readmission within the second cohort but this was not statistically significant. We found that the addition of a femoral nerve block significantly reduced post-operative pain. We concluded that an annual financial saving to the Trust of approximately £118,000 could be made by the addition of an additional dedicated physiotherapist in our unit. Patients can be safely discharged sooner with intensive rehabilitation and may benefit in the longer term by improved knee function


Orthopaedic Proceedings
Vol. 102-B, Issue SUPP_8 | Pages 3 - 3
1 Aug 2020
Seddigh S Dunbar MJ Douglas J Lethbridge L Theriault P
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Currently 180 days is the target maximum wait time set by all Canadian provinces for elective joint replacement surgery. In Nova Scotia however, only 34% of Total Knee Arthroplasties (TKA) and 51% of Total Hip Arthroplasties (THA) met this benchmark in 2017. Surgery performed later in the natural history of disease is shown to have significant impact on pain, function and Health related Quality of Life at the time of surgery and potentially affect post-operative outcomes. The aim of this study is to describe the association between wait time and acute hospital Length of Stay (LOS) during elective hip and knee arthroplasty in province of Nova Scotia. Secondarily we aim to describe risk factors associated with variations in LOS. Data from Patient Access Registry Nova Scotia (PAR-NS) was linked to the hospital Discharge Access Database (DAD) for primary hip and knee arthroplasty spanning 2009 to 2017. There were 23,727 DAD observations and 21,329 PARNS observations identified. Observations were excluded based on missing variables, missing linkages, revision status and emergency cases. Percentage difference in LOS, risk factors and outcomes were analyzed using Poisson regression for those waiting more than 180 days compared to those waiting equal or less than 180 days. For primary TKA, 11,833 observations were identified with mean age of 66 years, mean wait time of 348 days and mean LOS of 3.6 days. After adjusting for controls, patients waiting more than 180 days for elective TKA have a 2.5% longer acute care LOS (p < 0.028). Risk factors identified for prolonged LOS are advanced age, female gender, higher surgical priority indicator, required blood transfusion, dementia, peptic ulcer disease, cerebrovascular disease, heart failure, chronic kidney disease, malignancy, ischemic heart disease and diabetes. Factors associated with decreased LOS are surgical year, use of local anesthetic, peripheral location of hospital and admission to hospital from home. For primary THA, 6626 observations were identified with mean age of 66 years, mean wait time of 267 days and mean LOS of 4 days. Patients waiting more than 180 days for THA did not show a statistically significant association with LOS. Risk factors and protective factors are the same with exception of CVD and use of local anesthetic. Our findings suggest a positive and statistically significant association for patients waiting more than 180 days for TKA and longer acute care LOS. Longer LOS may be due to deteriorating health status while placed on a surgical waitlist and may represent a delayed and indirect cost to the patient and the healthcare system. Ultimately with projected increase in demand for elective joint replacement surgeries, our findings are aimed to inform physicians and policy makers in management of surgical waitlist efficiency and cost effectiveness. For any reader inquiries, please contact . shahriar-s@hotmail.com


Orthopaedic Proceedings
Vol. 99-B, Issue SUPP_8 | Pages 101 - 101
1 Apr 2017
Al-Azzani W Iqbal H Al-Soudaine Y Thayaparan A Suhaimi M Masud S White S
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Background. Increasing number of studies investigating surgical patients have reported longer length of stay (LOS) in hospital after an operation with higher ASA grades. However, the impact of Body Mass Index (BMI) on LOS in hospital post Total Knee Replacement (TKR) remains a controversial topic with conflicting findings in reported literature. In our institution, we recently adopted a weight reduction program requiring all patients with raised BMI to participate in order to be considered for elective TKR. Objectives. This has prompted us to investigate the impact BMI has on LOS compared to the more established impact of ASA grade on patients following Primary TKR. Methods. A retrospective analysis was conducted on all elective primary TKR patients between November 2013 and May 2014. LOS was compared in BMI groups <30, 30–40 and >40 and ASA grades 1–2 and 3–4. ANOVA and independent t-test were used to compare mean LOS between BMI groups and ASA grades, respectively. Results. Two hundred and thirty six TKR were analysed. Mean LOS in BMI groups <30, 30–40 and >40 were 6.0, 6.4 and 6.0 days, respectively (p = 0.71). Mean LOS in ASA groups 1–2 and 3–4 were 5.8 and 7.6, respectively (p < 0.01). Conclusions. In patients undergoing primary TKR, ASA grade is a better predictor of LOS than BMI. Our data further adds to the evidence that high BMI alone is not a significant factor in prolonging LOS after a primary TKR. This should be taken into account when allocating resources to optimise patients for surgery. Level of evidence. III - Evidence from case, correlation, and comparative studies


Orthopaedic Proceedings
Vol. 93-B, Issue SUPP_II | Pages 159 - 159
1 May 2011
Barlow D Masud S Rhee S Ganapathi M Andrew G
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Introduction: More than 140,000 joint replacements are carried out in England and Wales per annum costing from £4000 to £7000 each (. 1. , . 2. ). Implant costs are relatively fixed but there are considerable variations in length of stay [LOS] following surgery. The National Audit office estimated that a reduction of two days per patient could save the NHS £15.5 million per year (. 2. ). A specialist orthopaedic ward for elective arthroplasty was opened in Bangor in 2008 in an attempt to address these issues. The staff per bed ratio remained the same as in the general orthopaedic wards but beds were “ring fenced” and strict infection control measures protocols were implemented. This audit aimed to assess the effect of the specialist ward on LOS following arthroplasty. Method: Retrospective data on length of stay, demographics and surgical site infections [SSI] were collected for the six months before and six months after the specialist ward was opened. Only primary lower limb arthroplasty data was evaluated and LOS was calculated from day of operation to the day of discharge. Statistical analysis was performed on the length of stay with SPSS software using the two-sample t-test and Mann-Whitley U test. Results: Patients were managed by the same surgical teams in the same theatres but nursed in different ward settings. Group 1 included 222 patients managed in general orthopaedic wards and group 2 included 191 patients, managed in the ring fenced ward. The mean age for total hip replacements was 70.8 in group 1 and 71.2 years in group 2. The mean age for total knee replacements was 70.9 years in group 1 and 69.2 years in group 2. The overall mean LOS for both procedures was 7.61 days (95% CI: 7.14 – 8.07) in group 1 compared with 5.67 days (95% CI: 5.28 – 6.06) group 2. This was statistically significant (p< 0.001). The mode was 7 days in group 1 compared with 4 days in group 2. Three SSIs were noted in group 1 and zero in group 2. Conclusions: This audit demonstrates a two day reduction in LOS for patients managed in a ring fenced ward. The reasons for the reduction are multi factorial but include a trend for reduced SSI. Overall reduced stay frees up resources for other use and may reduce costs. Other units may benefit from similar dedicated wards in response to growing demand for arthroplasty within a system of fixed resources


Introduction. In rheumatoid (RA) patients undergoing total joint arthroplasty, evidence suggests methotrexate should be continued without increase in post-operative infection. Prednisolone increases post-operative infection risk, but cannot be stopped without risk of Addisonian events. Insufficient evidence exists to clarify perioperative biologic agent management. We currently stop biologics 2 weeks prior to operation and reintroduced following wound healing. Patients/Materials & Methods. This service evaluation reviewed infection rates and length of stay in RA patients following lower-limb arthroplasty, on various anti-rheumatoid therapies across a 28-month period. Results. Forty cases were identified: 15% on no anti-rheumatoid treatment, 45% on mono-therapy (8 on methotrexate, 8 on prednisolone, 2 on biologics)) and 40% on combination-therapy. The total population post-operative infection rate was 18% (all superficial wound). Mean length of stay was 8.0 days (SD=6.8). Methotrexate takers had an infection rate of 5% versus 33% in non-methotrexate takers (p=0.017), and a length of stay of 6.5 days versus 9.9 days in non-MTX takers (p=0.005). Prednisolone takers had an infection rate of 37% versus 0% in non-prednisolone takers (p=0.002) and length of stay was 12.0 days versus 4.7 days in non-prednisolone takers days (p=0.006). Biologics takers had similar infection rates of 9% versus 21% in non-biologic takers (p>0.05), and a similar length of stay of 6.6 days versus 8.6 days in non-biologic takers (p>0.05). Discussion. This data supports current evidence that methotrexate should be continued without detriment to infection risk and length of stay. Biologic agents stopped 2 weeks prior to operation appear to have no effect on infection rate and length of stay. Patients on prednisolone should be identified as at a higher risk of infection and should plan for a longer length of stay. Conclusion. Larger scale cohort studies are required to determine whether biologic agents should be continued per-operatively


Orthopaedic Proceedings
Vol. 92-B, Issue SUPP_IV | Pages 500 - 500
1 Oct 2010
Vingerhoeds B Fick D Middleton R Olyslaegers C Wainwright T
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Summary: This study of 1000 patients demonstrates how you can dramatically reduce hospital length of stay, improve clinical outcomes, and increase patient satisfaction if a patient-centred pathway approach is adopted. Introduction: This study evaluates the effect of adopting a patient-centred approach on clinical outcomes, patient satisfaction and operational efficiency. By adopting standardised working practices, dramatic changes can be achieved to reduce patient length of stay (LOS) and consequently surgical capacity. Methods: We prospectively studied the first 1000 patients who followed the new pathway (549 Total Knee Replacements, 20 Unicondylar Knee Replacements, 384 Total Hip Replacements and 47 Hip resurfacings). The pathway included an enhanced pre-assessment process. Admission dates were mutually agreed and a predicted discharge date of 4 days was provided. All patients attended a pre-operative education session. Patients were admitted on the day of surgery and followed an intensive physiotherapy program. The surgeons, surgical techniques, and discharge criteria all remained unchanged. Results: The average length of stay was 4.1 days (St Dev 1.8). 80% of patients went home on or before day 4 post-operatively. This was accompanied by a decreased re-admission rate (1.8%), low complication rates for both hip replacement (Dislocation rate = 0.93%) and knee replacement (Knee MUA = 0.87%) and no cases of deep infection. Pre-operative patient reported outcome measures (WOMAC, SF-12 and Oxford) all improved post-operatively (P< 0.0001) and qualitative data from patients was extremely positive towards the new pathway. Discussion: The decrease in LOS was dramatic and highly clinically significant. The mean LOS for patients prior to commencing this new pathway was 7.5 days (St Dev 5.7). High patient satisfaction rates indicate that by adopting a patient-centred approach, significant decreases to LOS can be achieved alongside improving the quality of care with a low complication and readmission rate


Orthopaedic Proceedings
Vol. 98-B, Issue SUPP_8 | Pages 109 - 109
1 May 2016
Klingenstein G Jain R Schoifet S Reid J Porat M
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Introduction. Rapid recovery protocols (RRP) for joint replacements have been shown to improve efficiency, reduce costs, and minimize adverse outcomes in academic health systems. The purpose of this study is to evaluate if RRP can be safely implemented in a community health system for total knee arthroplasty. Methods. This study used a retrospective cohort of 3,608 patients who underwent primary unilateral total knee arthroplasty from January 1, 2013 to December 31, 2014. 60 Patients were excluded because data or surgery could not be verified: BMI less than 18.5 or greater than 60 kg/m∘2 or if the surgical time was less than 45 seconds or greater than 180 minutes, and bilateral surgery. Data was obtained from querying the health system's inpatient database containing information for all joint replacements within the system. Patients were compared in two groups: those who received a RRP after surgery versus those who received traditional post-op care. The main outcome measure was all-cause 30-day readmissions. Multivariate logistic regression was used to calculate the odds for all-cause 30-day readmission for patients who received RRP versus traditional care when controlling for age, gender, race, insurance status (Medicare versus no Medicare), obesity, diabetes, renal disease, tobacco use, and ASA score (less than 3 versus 3 or greater). Results. Patients receiving RRP were readmitted less than those who received traditional care (1.6% versus 3.6%, p<0.001) and had a lower mean length of stay (1.5 versus 3.3 days, p<0.001). When controlling for confounding factors, the odds of 30-day readmission for patients receiving RRP versus traditional care was 0.42 (95% CI 0.26–0.66, p<0.001). Conclusions. Rapid recovery protocols are an effective means of reducing 30-day readmissions and length of stay in patients undergoing primary unilateral total knee arthroplasty in a community setting


Orthopaedic Proceedings
Vol. 99-B, Issue SUPP_4 | Pages 18 - 18
1 Feb 2017
Hood B Greatens M Urquhart A Maratt J
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Introduction. There is no consensus on the ideal pain management strategy following total hip arthroplasty (THA). This study sought to identify immediate changes in the hospital course of patients undergoing primary THA following implementation of a rapid recovery anesthesia and multimodal management of pain (RAMP) protocol. For this study, rapid recovery anesthesia describes the use of preoperative non-narcotic medication in conjunction with neuraxial anesthesia techniques confined to the operating room only. The multimodal pain regimen consists of pre- and post-operative high dose nonsteroidal anti-inflammatories (NSAIDs), gabapentin, and antiemetics with or without intraoperative periarticular anesthetic injection. We hypothesized that the implementation of a RAMP protocol would lead to decreased reported pain scores, decreased narcotic use, and a shorter hospital stay in patients undergoing primary THA. Methods. This retrospective cohort study performed at a multi-surgeon high-volume institution reviewed the records of 81 consecutive patients who underwent primary THA utilizing traditional anesthesia and an opioid-dependentpain management techniques between June to September 2014 compared to 78 patients who underwent primary THA after implementation of the RAMP protocol between November 2014 to February 2015. The length of stay (LOS), pain scores, narcotic use, and other clinical data were recorded for each study group. Equality of variance was confirmed prior to statistical analysis using t-test for equality of means. Results. There was no significant difference in the demographics, body mass index, ASA classification, or Charleson Comorbidity Index between the two cohorts. The average LOS was significantly shorter after implementation of the RAMP protocol with a mean of 2.10 ± 1.1 days versus 2.89 ± 1.0 days. Total amount of narcotics used was significantly less with the RAMP protocol (Fig 1). Patient reported pain scores were improved throughout the hospital stay with patients receiving the RAMP protocol reporting significantly less pain beginning the morning of POD 1 (Fig 2). No significant decrease in kidney function was seen following the use of high dose NSAIDs (p=0.18). Conclusions. The implementation of a RAMP protocol in patients undergoing primary total hip arthroplasty has resulted in an immediate shorter length of stay with less narcotics use and improved reported pain scores. To our knowledge, this is the first study demonstrating a statistically significantly shorter length of stay associated with a multimodal pain protocol. This study supports the benefits of broad implementation a RAMP protocol for total hip arthroplasty


Orthopaedic Proceedings
Vol. 95-B, Issue SUPP_15 | Pages 302 - 302
1 Mar 2013
Taddonio M Robinson L Patel R Puri L
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Introduction. Given the increasing prevalence of hip and knee arthroplasties performed, measures have been implemented to standardize care and effectively improve patient outcomes and decrease costs. Length of stay (LOS) directly affects costs. The purpose of this study was to identify peri-operative and patient related factors that correlated with decreased or increased LOS. Methods & Materials. A retrospective chart review was conducted of 289 consecutive primary total knee (TKA) and total hip (THA) arthroplasties. Comorbidities indicated by the Charlson Comorbidity Index (CCI), smoking and drinking status, age and BMI were recorded. Intraoperative and post-operative records were reviewed for American Society of Anesthesiologists (ASA) Score, anesthetic type, regional nerve blocks, and blood transfusions. The TKA cohort consisted of 57 males and 86 females, while the THA cohort consisted of 73 males and 73 females. Results. In the TKA group, the CCI was lowest in patients with LOS of 2 days and trended higher both in mean and maximum as LOS increased. In the THA group, the CCI was lower in patients with LOS of 1 or 2 days both in mean and maximum compared to patients with LOS of 3 or 4 days. Overall, patients with LOS of 3 or 4 days had a higher rate of blood transfusions compared to patients with LOS of 1 or 2 days (Table 1). There were no other notable trends. Discussion. Decreasing the LOS has shown to increase quality of life and reduce costs. Patient comorbidities as well as perioperative outcomes will impact LOS. Identifying these factors prior to or immediately after surgery may allow for more efficient triage of patients and utilization of hospital resources


Orthopaedic Proceedings
Vol. 104-B, Issue SUPP_7 | Pages 95 - 95
1 Jul 2022
Bailey J Gaukroger A Manyar H Malik-Tabassum K Fawcett W Gill K
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Abstract. Introduction. Spinal local anaesthesia and opioids have long been used as peri-operative analgesia for patients undergoing arthroplasty procedures. However, intrathecal opioids are associated with numerous complications. ERAS. ®. society guidelines for elective knee replacement (2019) strongly discourage the use of spinal opioids. This study aims to report the impact of low-dose spinal and local infiltrative analgesia on patients undergoing elective knee replacement. Methodology. Retrospective cohort study of patients undergoing knee replacement under the ERAS protocol over 2 years, at a district general hospital under the care of a single surgeon. Results. A total of 80 knee replacements were included in the study (M38:F42, mean age=72.7, mean BMI=31, ASA: 1=8, 2=54, 3=18). 91% received neuroaxial anaesthesia, 89% without intrathecal opioids. Local infiltrative analgesia was used in 99% of patients. The mean length of stay was significantly shorter (2 days), when compared to patients undergoing elective knee replacements without adherence to ERAS. ®. guidance (3.8 days), P<0.001. The average maximum pain score in PACU was 0.8 (0=no pain, 10=maximum pain). All patients were mobilised within 24 hours of surgery. No patients were readmitted within 30 days. 2 patients returned to theatre (retained surgical clip and MUA for stiffness). Conclusions. The implementation of ERAS. ®. guidelines has demonstrated significantly reduced admission days following elective knee arthroplasty. Combined with low complication rates, the reduction in admission days may result in increased hospital bed availability. This has the potential to positively impact elective arthroplasty waiting lists. Further research is underway to evaluate patient-reported outcome measures in this group


Orthopaedic Proceedings
Vol. 104-B, Issue SUPP_13 | Pages 52 - 52
1 Dec 2022
Moskven E Lasry O Singh S Flexman A Fisher C Street J Boyd M Ailon T Dvorak M Kwon B Paquette S Dea N Charest-Morin R
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En bloc resection for primary bone tumours and isolated metastasis are complex surgeries associated with a high rate of adverse events (AEs). The primary objective of this study was to explore the relationship between frailty/sarcopenia and major perioperative AEs following en bloc resection for primary bone tumours or isolated metastases of the spine. Secondary objectives were to report the prevalence and distribution of frailty and sarcopenia, and determine the relationship between these factors and length of stay (LOS), unplanned reoperation, and 1-year postoperative mortality in this population. This is a retrospective study of prospectively collected data from a single quaternary care referral center consisting of patients undergoing an elective en bloc resection for a primary bone tumour or an isolated spinal metastasis between January 1st, 2009 and February 28th, 2020. Frailty was calculated with the modified frailty index (mFI) and spine tumour frailty index (STFI). Sarcopenia, determined by the total psoas area (TPA) vertebral body (VB) ratio (TPA/VB), was measured at L3 and L4. Regression analysis produced ORs, IRRs, and HRs that quantified the association between frailty/sarcopenia and major perioperative AEs, LOS, unplanned reoperation and 1-year postoperative mortality. One hundred twelve patients met the inclusion criteria. Using the mFI, five patients (5%) were frail (mFI ³ 0.21), while the STFI identified 21 patients (19%) as frail (STFI ³ 2). The mean CT ratios were 1.45 (SD 0.05) and 1.81 (SD 0.06) at L3 and L4 respectively. Unadjusted analysis demonstrated that sarcopenia and frailty were not significant predictors of major perioperative AEs, LOS or unplanned reoperation. Sarcopenia defined by the CT L3 TPA/VB and CT L4 TPA/VB ratios significantly predicted 1-year mortality (HR of 0.32 per one unit increase, 95% CI 0.11-0.93, p=0.04 vs. HR of 0.28 per one unit increase, 95% CI 0.11-0.69, p=0.01) following unadjusted analysis. Frailty defined by an STFI score ≥ 2 predicted 1-year postoperative mortality (OR of 2.10, 95% CI 1.02-4.30, p=0.04). The mFI was not predictive of any clinical outcome in patients undergoing en bloc resection for primary bone tumours or isolated metastases of the spine. Sarcopenia defined by the CT L3 TPA/VB and L4 TPA/VB and frailty assessed with the STFI predicted 1-year postoperative mortality on univariate analysis but not major perioperative AEs, LOS or reoperation. Further investigation with a larger cohort is needed to identify the optimal measure for assessing frailty and sarcopenia in this spine population


Orthopaedic Proceedings
Vol. 94-B, Issue SUPP_XXI | Pages 62 - 62
1 May 2012
R. B C. B C. M
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Objectives. To determine whether a delay to surgery (>36Hours) affects mortality rate, length of stay and post-operative complications following hip fracture surgery. Methods. Data collected by dedicated Audit staff using a proforma designed in accordance with the ‘Standardised Audit of Hip Fractures in Europe’ (SAHFE). A prospective Observational Study, all patients (n=7207) admitted and who underwent surgery during a 10-year period from May 1999 to May 2009 have been considered. Chi square tests and independent sample t tests were used for basic statistical analyses. Mortality data were analysed using Kaplan Meier survival analysis and cox regression analysis. p < 0.05 was considered significant. Results. The 30-day mortality was 9.5%. At 90 days, mortality was 18.9% and at 1 year it was 31.4%. In patients declared fit for surgery on admission (n=5665), 30-day mortality was 7.5% in those operated on without delay, rising to 10.3% at over 4 days delay (p=0.117). However, in those operated on after 5 days delay, 30-day mortality equalled 13.6% (p=0.009). Those declared fit for surgery on admission stayed a total 14.5 days if operated within 36 hours, rising to 16 days with over 36 hours delay (p< 0.001). An increase in the rate of urinary tract infection (3.9 vs. 5.9%, p< 0.001) was seen in patients delayed by over 36 hours. However, when considering all patients together, an increase in both urinary tract infection (3.9% vs. 6.1%, p< 0.001) and chest infections (7.9% vs. 11.3%, p< 0.001) was seen with over 36 hours delay to surgery. Conclusions. The 30-day mortality following hip fracture surgery is 9.5%. Patients admitted without co-morbidities have significantly increased mortality when surgery is delayed by over 5 days. A 36 hour delay to surgery significantly increases length of stay. Urinary tract infection was the only post-operative morbidity to rise with delay to surgery in fit patients


Orthopaedic Proceedings
Vol. 94-B, Issue SUPP_IX | Pages 67 - 67
1 Mar 2012
Gordon D Malhas A Goubran A Subramanian P Houlihan-Burne D
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Introduction. The Rapid Recovery Program (RRP) is a holistic perioperative accelerated discharge process that aims to improve efficiency and quality of care, improve patient education, standardise protocols and pathways and encourage early mobilisation & discharge. Aims. To compare length of stay (LOS) of primary knee arthroplasty patients before and after implementation of the RRP. Method. A retrospective cohort study of all patients admitted for knee arthroplasty was performed between 1. st. May 2007 and 28. th. February 2009. Data were obtained from hospital computer records. LOS of 2 groups compared: Pre-RRP implementation (Pre-RRP) and post-RRP implementation (post-RRP) and analysed using Welch's t- and chi square tests with significant at the p<0.05 level. (Definitions: Day of operation = ‘day 0’, first post-operative day = ‘day 1’, discharge = to the patient's own home). Results. 315 patients identified: 147 Pre-RRP (mean age 72 years; range 48-90) and 168 post-RRP (mean age 71 years; range 38-98). Mean LOS was reduced from 8.5 days (range 2-30) Pre-RRP to 5.9 days (range 2-38) post-RRP (p<0.01). Median LOS was reduced from 6 days (Pre-RRP) to 4 days (post-RRP) (p<0.01). Following RRP implementation, more patients were discharged on day 3 (Pre-RRP 9% vs Post RRP 30%; p<0.001) and less patients stayed more than 5 days (Pre-RRP 60% vs Post RRP 34%; p<0.001). Conclusion. The Rapid Recovery Programme significantly reduced LOS for knee arthroplasty patients, by a mean of 2.6 days. Significantly more patients were discharged by day 3 and significantly less stayed longer than 5 days. As well as cost savings, the patient experience was enhanced and the multidisciplinary team moral increased through centralised team work. Further evaluation of patient outcomes such as complication rates and patient satisfaction must be evaluated


Orthopaedic Proceedings
Vol. 91-B, Issue SUPP_III | Pages 406 - 406
1 Sep 2009
Olyslaegers C Wainwright TW Middleton RG
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Introduction: This study evaluates the effect on hospital length of stay (LOS) of patients receiving a total hip replacement (THR) as part of a patient centred approach. In order to meet the “18 week” target a pathway was developed by combining the latest research evidence with guidance from the NHS Institute for Innovation and Improvement. Methods: We prospectively studied the first 134 THR patients who followed the new pathway. The pathway included an enhanced pre-assessment process. Admission dates were mutually agreed and a predicted discharge date of 4 days was provided. All patients attended a pre-operative education session. Patients were admitted on the day of surgery with staggered admission times and followed an intensive physiotherapy program. The surgeons, surgical techniques, and discharge criteria all remained unchanged. Results: 100% of patients were admitted on the day of surgery and the average time between admission and start of surgery was 2hrs 41mins. All patients walked to theatre and 100% of patients received their first physiotherapy intervention within 18 hours post-operatively. The average length of stay was 3.85 days. 87% of patients went home on or before their predicted day of discharge. The patient feedback was excellent and satisfaction rates were very high. There were no alterations in surgical complication rates compared to before the pathway was introduced. Discussion: This decrease in LOS was dramatic and highly clinically significant. The average LOS for THR patients prior to commencing this new pathway was 7.5 days. High patient satisfaction rates indicate that by adopting a patient centred approach, significant decreases to LOS can be achieved alongside improving the quality of care. Pressure to meet the “18 week” target provided an opportunity to improve working practice as well as increasing surgical capacity


The Journal of Bone & Joint Surgery British Volume
Vol. 88-B, Issue 10 | Pages 1316 - 1320
1 Oct 2006
Azodi OS Bellocco R Eriksson K Adami J

We carried out a retrospective cohort study of 3309 patients undergoing primary total hip replacement to examine the impact of tobacco use and body mass index on the length of stay in hospital and the risk of short term post-operative complications. Heavy tobacco use was associated with an increased risk of systemic post-operative complications (p = 0.004). Previous and current smokers had a 43% and 56% increased risk of systemic complications, respectively, when compared with non-smokers. In heavy smokers, the risk increased by 121%. A high body mass index was significantly associated with an increased mean length of stay in hospital of between 4.7% and 7%. The risk of systemic complications was increased by 58% in the obese. Smoking and body mass index were not significantly related to the development of local complications. Greater efforts should be taken to reduce the impact of preventable life style factors, such as smoking and high body mass index, on the post-operative course of total hip replacement


Orthopaedic Proceedings
Vol. 94-B, Issue SUPP_XLIII | Pages 16 - 16
1 Sep 2012
Pakzad H Thevendran G Younger A Qian H Penner M
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Introduction. Greater length of stay (LOS) after elective surgery results in increased use of health care resources and higher costs. Within the realm of foot and ankle surgery, improved perioperative care has enabled a vast majority of procedures to be performed as a day surgery. The objective of this study was to determine the perioperative factors that predict a prolonged LOS after elective ankle replacement or fusion. Methods. Data was prospectively collected on patients undergoing either an ankle fusion or ankle replacement for end-stage ankle arthritis at our institution (2003–2010). In the analysis, LOS was the outcome and age, sex, physical and mental functional scores, comorbid factors, ASA grades, type and length of operation and body mass index (BMI) were potential perioperative risk factors. Univariate and multivariate generalized linear regression models with gamma distribution and log link function were conducted. Results. A total of 336 patients were included in the study. The median LOS was 76 hours with interquartile range of 52.5–97. Using regression analysis, we showed aging, female gender, a higher ASA score, multiple medical comorbidities, rheumatoid arthritis, a lower score in the physical component (PCS) and general health domain (GH) of SF-36, open surgery and an increased length of surgical time were all significantly associated with an increased LOS. Conversely, obesity, the SF-36 Mental Component Score and the date of admission were noninfluential of LOS. A predictive model was also developed using these same risk factors. Conclusions. Increased age, female gender, high ASA scores, low SF-36 GH and PCS scores, increased number of medical comorbidities, rheumatoid arthritis and open surgery were all factors that increased LOS significantly after ankle fusion or ankle replacement. This group of patients may warrant better education and more focused perioperative care when it comes to designing care pathways and allocating health care resources


Orthopaedic Proceedings
Vol. 94-B, Issue SUPP_IV | Pages 9 - 9
1 Mar 2012
Joshi Y Ali M Pradhan N Wainwright O
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Introduction. We conducted a study of 312 patients undergoing primary hip and knee arthroplasty in 2005. The aim was to identify the correlation between length of stay, ASA (American society of Anaesthesiologist) grade and BMI (Body Mass Index). Method and materials. 312 patients underwent hip and knee arthroplasty in 2005. ASA grade for surgery was documented by the anaesthetist and BMI by the nurses. 67 patients had inadequate documentation. SPSS software was used for analysis. Results. Of the 245 patients; 35 had ASA grade 1, 144 had ASA grade 2, 64 had ASA grade 3 and 2 had ASA grade 4. Mean length of stay for ASA grade 1 was 6.8 days, ASA grade 2 was 9.75 days, ASA grade 3 was 12.5 days and ASA grade 4 was 13.5 days. There was significant positive correlation (p < 0.01) between the ASA grade and post-operative length of stay. BMI was graded as I (<18.5), II (18.5-24.9), III (25-29.9) and IV (>30). There was no correlation (Pearson's correlation coefficient = 0.184) between BMI and post-operative length of stay. Conclusion. As the ASA grade increases the length of stay in hospital increases. ‘Cherry picking’ of ASA grade I and II patients by the ISTC will increase the average length of stay in NHS hospitals resulting in increased cost. Length of stay on its own is not a good indicator of hospital performance


Aims. Psychoeducative prehabilitation to optimize surgical outcomes is relatively novel in spinal fusion surgery and, like most rehabilitation treatments, they are rarely well specified. Spinal fusion patients experience anxieties perioperatively about pain and immobility, which might prolong hospital length of stay (LOS). The aim of this prospective cohort study was to determine if a Preoperative Spinal Education (POSE) programme, specified using the Rehabilitation Treatment Specification System (RTSS) and designed to normalize expectations and reduce anxieties, was safe and reduced LOS. Methods. POSE was offered to 150 prospective patients over ten months (December 2018 to November 2019) Some chose to attend (Attend-POSE) and some did not attend (DNA-POSE). A third independent retrospective group of 150 patients (mean age 57.9 years (SD 14.8), 50.6% female) received surgery prior to POSE (pre-POSE). POSE consisted of an in-person 60-minute education with accompanying literature, specified using the RTSS as psychoeducative treatment components designed to optimize cognitive/affective representations of thoughts/feelings, and normalize anxieties about surgery and its aftermath. Across-group age, sex, median LOS, perioperative complications, and readmission rates were assessed using appropriate statistical tests. Results. In all, 65 (43%) patients (mean age 57.4 years (SD 18.2), 58.8% female) comprised the Attend-POSE, and 85 (57%) DNA-POSE (mean age 54.9 years (SD 15.8), 65.8% female). There were no significant between-group differences in age, sex, surgery type, complications, or readmission rates. Median LOS was statistically different across Pre-POSE (5 days ((interquartile range (IQR) 3 to 7)), Attend-POSE (3 (2 to 5)), and DNA-POSE (4 (3 to 7)), (p = 0.014). Pairwise comparisons showed statistically significant differences between Pre-POSE and Attend-POSE LOS (p = 0.011), but not between any other group comparison. In the Attend-POSE group, there was significant change toward greater surgical preparation, procedural familiarity, and less anxiety. Conclusion. POSE was associated with a significant reduction in LOS for patients undergoing spinal fusion surgery. Patients reported being better prepared for, more familiar, and less anxious about their surgery. POSE did not affect complication or readmission rates, meaning its inclusion was safe. However, uptake (43%) was disappointing and future work should explore potential barriers and challenges to attending POSE. Cite this article: Bone Jt Open 2022;3(2):135–144


Orthopaedic Proceedings
Vol. 105-B, Issue SUPP_11 | Pages 13 - 13
7 Jun 2023
Diffley T Ferry J Sumarlie R Beshr M Chen B Clement N Farrow L
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Appropriate surgical management of hip fractures has major clinical and economic consequences. Recently IMN use has increased compared to SHS constructs, despite no clear evidence demonstrating superiority of outcome. We therefore set out to provide further evidence about the clinical and economic implications of implant choice when considering hip fracture fixation strategies. A retrospective cohort study using Scottish hip fracture audit (SHFA) data was performed for the period 2016–2022. Patients ≥50 with a hip fracture and treated with IMN or SHS constructs at Scottish Hospitals were included. Comparative analyses, including adjustment for confounders, were performed utilising Multivariable logistic regression for dichotomous outcomes and Mann-Whitney-U tests for non-parametric data. A sub-group analysis was also performed focusing on AO-A1/A2 configurations which utilised additional regional data. Cost differences in Length of Stay (LOS) were calculated using defined costs from the NHS Scotland Costs book. In all analyses p<0.05 denoted significance. 13638 records were included (72% female). 9867 received a SHS (72%). No significant differences were identified in 30 or 60-day survival (Odds Ratio [OR] 1.05, 95%CI 0.90–1.23; p=0.532), (OR 1.10, 95%CI 0.97–1.24; p=0.138) between SHS and IMN's. There was however a significantly lower early mobilisation rate with IMN vs SHS (OR 0.64, 95%CI 0.59–0.70; p<0.001), and lower likelihood of discharge to domicile by day-30 post-admission (OR 0.77, 95%CI 0.71–0.84; p<0.001). Acute and overall, LOS were significantly lower for SHS vs IMN (11 vs 12 days and 20 vs 24 days respectively; p<0.001). Findings were similar across a sub-group analysis of 559 AO A1/A2 fracture configurations. Differences in LOS potentially increases costs by £1230 per-patient, irrespective of the higher costs of IMN's v SHS. Appropriate SHS use is associated with early mobilisation, reduced LOS and likely with reduced cost of treatment. Further research exploring potential reasons for the identified differences in early mobilisation are warranted


Orthopaedic Proceedings
Vol. 104-B, Issue SUPP_13 | Pages 40 - 40
1 Dec 2022
Dandurand C Mashayekhi M McIntosh G Street J Fisher C Jacobs B Johnson MG Paquet J Wilson J Hall H Bailey C Christie S Nataraj A Manson N Phan P Rampersaud RY Thomas K Dea N Soroceanu A Marion T Kelly A Santaguida C Finkelstein J Charest-Morin R
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Prolonged length of stay (LOS) is a significant contributor to the variation in surgical health care costs and resource utilization after elective spine surgery. The primary goal of this study was to identify patient, surgical and institutional variables that influence LOS. The secondary objective is to examine variability in institutional practices among participating centers. This is a retrospective study of a prospectively multicentric followed cohort of patients enrolled in the CSORN between January 2015 and October 2020. A logistic regression model and bootstrapping method was used. A survey was sent to participating centers to assessed institutional level interventions in place to decrease LOS. Centers with LOS shorter than the median were compared to centers with LOS longer than the median. A total of 3734 patients were included (979 discectomies, 1102 laminectomies, 1653 fusions). The median LOS for discectomy, laminectomy and fusion were respectively 0.0 day (IQR 1.0), 1.0 day (IQR 2.0) and 4.0 days (IQR 2.0). Laminectomy group had the largest variability (SD=4.4, Range 0-133 days). For discectomy, predictors of LOS longer than 0 days were having less leg pain, higher ODI, symptoms duration over 2 years, open procedure, and AE (p< 0.05). Predictors of longer LOS than median of 1 day for laminectomy were increasing age, living alone, higher ODI, open procedures, longer operative time, and AEs (p< 0.05). For posterior instrumented fusion, predictors of longer LOS than median of 4 days were older age, living alone, more comorbidities, less back pain, higher ODI, using narcotics, longer operative time, open procedures, and AEs (p< 0.05). Ten centers (53%) had either ERAS or a standardized protocol aimed at reducing LOS. In this study stratifying individual patient and institutional level factors across Canada, several independent predictors were identified to enhance the understanding of LOS variability in common elective lumbar spine surgery. The current study provides an updated detailed analysis of the ongoing Canadian efforts in the implementation of multimodal ERAS care pathways. Future studies should explore multivariate analysis in institutional factors and the influence of preoperative patient education on LOS


The current study aims to find the role of Enhance Recovery Pathway (ERP) as a multidisciplinary approach aimed to expedite rapid recovery, reduce LOS, and minimize morbidity associated with Non Fusion Anterior Scoliosis Correction (NFASC) surgery. A retrospective analysis of 35 AIS patients who underwent NFASC with Lenke 1 and Lenke 5 curves with a minimum of 1 year of follow-up was done. Patient demographics, surgical details, postoperative analgesia, mobilization, length of stay (LOS), patient satisfaction survey score with respect to information and care, and 90 days complications were collected. The cohort included 34 females and 1 male with a mean age of 15.2 years at the time of surgery. There were 16 Lenke 1 and 19 Lenke 5 in the study. Mean preoperative major thoracic and thoracolumbar/lumbar Cobb's angle were 52˚±7.6˚ and 51˚±4.5˚ respectively. Average blood loss and surgical time were 102 ±6.4 ml and 168 ± 10.2 mins respectively. Average time to commencing solid food was 6.5±1.5 hrs. Average time to mobilization following surgery was 15.5± 4.3 hrs. The average duration to the stopping of the epidural was 42.5±3.5 hrs. The average dose of opioid consumption intraoperatively was 600.5±100.5 mcg of fentanyl i.v. and 12.5±4.5 mg morphine i.v. Postoperatively opioids were administered via an epidural catheter at a dose of 2 mg of morphine every 24 hours up to 2 days and an infusion of 2mcg/hr of fentanyl along with 0.12-0.15% ropivacaine. The average duration to transition to oral analgesia was 55.5±8.5 hrs .20 patients had urinary catheter and the average time to removal of the catheter was 17.5±1.4 hrs. 25 patients had a chest tube and the average time to remove of chest tube was 25.5±3.2 hrs. The average length of hospital stay was 3.1±0.5 days. No patient had postoperative ileus or requirement of blood transfusion or any other complications. No correlation was found between LOS and initial cobb angle. The application of ERP in AIS patients undergoing NFASC results in reduced LOS and indirectly the cost, reduced post-operative opioid use, and overall improve patient satisfaction score


Orthopaedic Proceedings
Vol. 94-B, Issue SUPP_XXXVII | Pages 312 - 312
1 Sep 2012
Amin A Keeling P Marafi H Wellington R Quinlan J
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Hip fractures are a major cause of morbidity and mortality in the elderly and are thought to represent an increasing cohort of our patients. It is estimated that the cost of caring for each patient for their hospital admission is €10,000. There is significant regional and international variation in the incidence rates of such injuries, depending on age, sex and ethnic variations in populations. Recent Irish literature would suggest that the rates in Ireland are exponentially increasing while in the US the rate may be decreasing. The length of stay of such patients is also an important issue especially in the current economic environment. The aim of this study was to define the incidence of hip fractures in the South East. The aim was also to examine any changes to their length of stay that have occurred in a 11 years period. Independent searches of the operating theatre register and the HIPE (hospital in-patient enquiry scheme) database were undertaken for the time period. Population data was obtained from central census office and the HSE South East offices. The combined incidence of hip fractures in 2008 and 1998 was 96.06 and 100.90 per 100,000 respectively. The male to female ratio in 2008 was 1:2.67, while in 1998 it was 1:3.04. 13% of the patients in 2008 where under 65 years of age, while in 1998 this figure was 8%. In 1998 the mean length of stay was 17.15. By 2008 this had increased to 23.95 days. The dramatic increase in acute hospital length of stay over the period was estimated to have a burden of more than 14 million euros on health board fund. This study provides data on a large patient group which is of paramount importance. Health service resources can be allocated appropriately in the future in terms of acute and step-down care based on this data set and results


Background. The evaluation and management of outcomes risk has become an essential element of a modern total joint replacement program. Our multidisciplinary team designed an evidence-based tool to address modifiable risk factors for adverse outcomes after primary hip and knee arthroplasty surgery. Methods. Our protocols were designed to identify, intervene, and mitigate risk through evidence-based patient optimization. Nurse navigators screened patients preoperatively, identified and treated risk factors, and followed patients for 90 days postoperatively. We compared patients participating in our optimization program (N=104) to both a historical cohort (N=193) and a contemporary cohort (N=166). Results. Risk factor identification and optimization resulted in lower hospital length of stay and post-operative emergency department visits. Patients in the optimization cohort had a statistically significant decrease in mean LOS as compared to both the historical cohort (2.55 vs 1.81 days, P<0.001) and contemporary cohort (2.56 vs 1.81 days, p<0.001). Patients in the optimization cohort had a statistically significant decrease in 30- and 90-day ED visits compared to the historical cohort (P. 30-day. =0.042, P. 90-day. =0.003). When compared with the contemporary cohort, the optimization cohort had a statistically significant decrease in 90-day ED visits (21.08% vs. 10.58%, P=0.025). The optimization cohort had a statistically significant increase in the percentage of patients discharged home. We noted nonsignificant reductions in readmission rate, transfusion rate, and surgical site infections. Conclusion. Optimization of patients prior to elective primary THA and TKA reduced average LOS, ED visits, and drove tele-rehabilitation use. Our results add to the limited body of literature supporting this patient-centered approach


Orthopaedic Proceedings
Vol. 90-B, Issue SUPP_I | Pages 11 - 11
1 Mar 2008
Barker K Barrington S Clarkson-Webb A Squires S Racey A
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The DTC approach to patient management aims to decrease waiting list times and length of stay (LOS). To implement a reduction in the LOS it is imperative that suitable patients are selected. Factors such as co-morbidity and social support are important but other factors may also influence LOS. To investigate if pre-operative measures of function were predictive of length of stay for patients treated in a Diagnostic & Treatment Centre for elective hip arthroplasty. The first 75 patients treated by the DTC were assessed pre-operatively recording timed measures of function for sit-to-stand, and stair climbing as well as ratings of pain and the WOMAC questionnaire. These measures were compared with the LOS for patients and their functional outcome at 6 weeks after discharge. Linear regression was used to examine the influence of the measures on LOS. T-tests were used to compare the outcome at 6 weeks for pain and function between patients discharged within 5 days versus > 5 days. The mean age was 65 years (39 – 80 years SD 8.4); 33 male and 42 female. Mean LOS was 6 days (4–14 SD 1.8), 52 % reached the DTC target of discharge on the 5th day. Regression analysis showed sit-to- stand was the best predictor of LOS (R2 = 46.7%) followed by WOMAC pain and climbing stairs. There were no significant differences in the pain or function scores at 6 weeks for patients discharged at 5 days or later. Conclusion: There was a linear relationship between pre-operative sit-to-stand and LOS. The timed measures were simple to perform and patients could be tested in their own homes. Early discharge did not result in poorer self-reported outcome at 6 weeks. The routine measurement of sit-to-stand may be useful to clinicians as a prognostic indicator for treatment allocation and planning


Orthopaedic Proceedings
Vol. 97-B, Issue SUPP_12 | Pages 49 - 49
1 Nov 2015
Karlakki S Graham N Banergee R Hamad A Budhithi C Whittall C
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Introduction. Hip and knee replacements are predictable orthopaedic procedure with excellent clinical outcomes. Discharging or leaking wounds affect length of hospital stay, affect bed planning and predispose to superficial and potentially deep wound infection. Predictable wound healing therefore remains the first hurdle. This trial aims to study the effectiveness of portable disposable incisional negative pressure wound therapy (NPWT) dressings in hip and knee replacements. This trial aims to study the effectiveness of portable disposable incisional negative pressure wound dressings in hip and knee replacements and the impact on wound healing, length of stay and wound complications. Patients/Materials & Methods. Following ethical approval 110 patients each were randomised to ‘Control group’ and ‘Study group’. Patients in control group received traditional dressings and those in study group received an incisional NPWT (PICO) manufactured by Smith & Nephew. Post operatively, state of the wound, level of wound exudate, length of hospital stay and complications were documented. Results. The average length of stay for control group was 4.72 ± 0.69 (Mean ± SEM) and for the study group 3.79±0.19 (mean ± SEM. Eight percent of the control group patients had wound related complications as opposed to 2% complications in the study group. The mechanical and device related issues in the study group accounted to 10%. Discussion. There is little evidence as to whether wound dressing choices affect wound healing in incisional wounds. There is good evidence for negative pressure wound therapy (NPWT) in complex, open and chronic wounds; however the concept of application of NPWT to routine incisional wounds is novel. Advances such as disposable and portable negative devices have made this option attractive in elective surgery. Conclusion. Our study shows that its application in routine primary hip and knee replacement can improve wound healing, facilitate early and predictable discharge from the hospital and reduce post discharge complications. This is particularly true for high risk wounds such as patients with BMI of >35 and is cost effective


Orthopaedic Proceedings
Vol. 91-B, Issue SUPP_I | Pages 167 - 168
1 Mar 2009
Palm H Foss N Krasheninnikoff M Kehlet H Gebuhr P
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Introduction: Rehabilitation of hip fracture patients is often lengthy with bed day consumption accounting for up to 85 % of the total hospitalization cost. Data suggests that patients who suffer surgical complications requiring re-operation have an excessive length of hospitalization, but the overall impact of surgical complications including those not requiring re-operations have not been examined in detail. Methods: Six hundred consecutive, unselected patients with a primary hip fracture were included between 2002 and 2004. All patients received surgery and a multimodal rehabilitation program. Surgical complications were stratified into those requiring re-operation (< six months) and those not allowed mobilization postoperatively due to instability of the fracture. Surgical complications were audited and classified as being due to a patient fall, infection or due to a suboptimal surgical procedure, specified as suboptimal operation method, fracture reduction or implant position. Results: 19.3 % (116/600) of the admitted patients were re-operated or immobilized. Assuming that the patients with complications otherwise would have had the same length of stay as the remaining patients, 27.2 % (3814/14038) of total bed day consumption was due to surgical complications. The audit of complications showed that 64 complications (55 %) were due to a suboptimal primary surgical procedure, 18 (16 %) to infections, 6 (5 %) to falls and 28 (24 %) could not be ascribed to an apparent course. Conclusions: Surgical complications secondary to primary hip fracture surgery accounts for 27.2 % of the total bed consumption if secondary admissions due to re-operations are taken into account. Our audit suggests that as much as half the complications potentially could be spared through optimization of surgical procedures


Orthopaedic Proceedings
Vol. 93-B, Issue SUPP_II | Pages 90 - 90
1 May 2011
Mäkelä K Häkkinen U Peltola M Linna M Kröger H Remes V
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Objective: Hospital volume is a known indicator for orthopaedic adverse events in patients undergoing total hip replacement. The aim of the current study was to evaluate the effect of hospital volume on the length of stay, re-admissions and complications of THR on a population-based level in Finland. Methods: Using the information from the Hospital Discharge Registry and that of four other National databases, 28,218 THRs performed for primary osteoarthritis were identified for the period covering 1998 to 2005. Hospitals were classified into four groups according to the number of primary and revision hip and knee replacements performed on an annual basis over the whole study period: 1–100 (Group 1), 101–300 (Group 2), 301–600 (Group 3) and 601 or over (Group 4). Logistic regression analysis and generalized linear models were used to study the effect of hospital volume on the length of stay, unscheduled re-admissions, re-operations, dislocations and infections. Results: The lengths of both the surgical treatment period and the uninterrupted institutional care were shorter for the very high volume hospitals (Group 4) than for the low volume hospitals (Group 1) (p< 0.0001). The odds ratio for dislocations (0.71, 95% CI 0.56–0.91) was significantly lower in the high volume hospitals (Group 3), than in the low volume hospitals (Group 1, the reference group). Conclusion: Specialization of hip replacements by high volume hospitals should reduce costs by significantly shortening length of stay, and may reduce the dislocation rate


Orthopaedic Proceedings
Vol. 94-B, Issue SUPP_IX | Pages 10 - 10
1 Mar 2012
Mertes S Raut S Khanduja V
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Aim. The aim of this study was to determine the factors which were responsible for differences between patients achieving the Trust target of discharge on post-operative day 5 after a primary total knee replacement and those not achieving it, in the cohort of over 75 year olds. Methods and Results. Of all the patients undergoing a TKR at Addenbrooke's Hospital in 2008, those over 75 were identified (n=103). From the literature pre-, intra- and post-operative factors that had previously been shown to affect length of stay were identified. Patient notes were examined for details on each of these and the patients divided into 2 groups according to whether their discharge was achieved by day 5 or not. Data from 74 operations was available at the time of submission of this abstract. Pearson's Chi-squared test, student's independent t-test or the Mann-Whitney U test were performed on the data depending on the nature of the variable analysed. The following factors were found to be significantly different between the 2 groups at the 95% confidence level: pre-operative use of a walking aid (p=0.033), pre-operative Hb (p=0.003), post-operative Hb (p=0.001), post-operative requirement of a blood transfusion, post-operative complication (p<0.001), post-operative day on which active knee flexion to 90° was achieved (p=0.003). In addition the following factors were found to be significant at the 90% confidence level: age (p=0.082), comorbidity (p=0.086), marital status (p=0.095) and mobilisation by post-operative day 2 (p=0.082). Conclusion. Pre-operative use of any walking aid, peri-operative haemoglobin concentration and post-operative complications (including the need for a blood transfusion) seem to be the significant factors associated with a prolonged stay in hospital in the over 75 year olds. A few other factors are bordering on significance and they warrant further investigation in a larger patient cohort


Orthopaedic Proceedings
Vol. 92-B, Issue SUPP_II | Pages 301 - 301
1 May 2010
Hommel A Ulander K Bjorkelund K Norrman P Wingstrand H Thorngren K
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Hip fractures constitute a major cause of hospital admission and length of stay in the elderly, resulting in increased disability and mortality. In this study the influence of optimized treatment of consecutively included patients with hip fracture on time to operation, bed days, reoperations and mortality within one year were investigated. The study period was April 1st 2003 and March 31st 2004. Comparisons are made between the 210 first patients and the 210 last patients who followed the new clinical pathway introduced at the University Hospital in Lund, Sweden. Early surgery, within 24 hours, was not associated with reduced mortality, but it was significantly associated with reduced length of stay (p< 0.001). Significantly more patients operated with osteosynthesis for femoral neck fracture, were reoperated compared to all other types of surgery (p< 0.001) also when reoperations with extraction of the hook-pins in healed fractures were excluded. Mortality was higher in men than in women at four (p = 0.025) and twelve months (p = 0.001) after the fracture. Mortality was significantly higher in medically fit patients with administrative delay to surgery compared to patients with no delay (p< 0.001)


Orthopaedic Proceedings
Vol. 98-B, Issue SUPP_13 | Pages 10 - 10
1 Jun 2016
Iqbal H Al-Azzani W Al-Soudaine Y Suhaimi M John A
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A number of studies have reported longer length of hospital stay (LOS) after surgery in patients with higher ASA grades. The impact of Body Mass Index (BMI) on LOS after Total Hip Replacement (THR) remains unclear with conflicting findings in reported literature. In our hospital we strongly encourage all patients with a raised BMI to participate in a weight reduction programme prior to surgery. This prompted us to investigate the impact BMI has on LOS compared to the more established impact of ASA grade. A retrospective analysis was conducted on all elective primary THR patients between 11/2013 to 02/2014. LOS in BMI groups <30, 30–39 and ≥40 and ASA grades 1–2 and 3–4 was compared. Where appropriate, independent t-test and non-parametric Mann-Whitney test were used to predict significance. 122 THR were analysed. Mean LOS in BMI groups <30, 30–39 and ≥40 were 5.6, 6.2 and 8.0 days, respectively. This was not predicted significant (p=0.7). Mean LOS in ASA groups 1–2 and 3–4 were 5.2 and 9.3, respectively. This was predicted significant (p-value < 0.01). In patients undergoing primary THR, ASA grade is a better predictor of LOS than BMI. Our data adds to the evidence that high BMI alone is not a significant factor in prolonging LOS after a primary THR. This should be taken into account when allocating resources to optimise patients for surgery


Orthopaedic Proceedings
Vol. 92-B, Issue SUPP_I | Pages 24 - 25
1 Mar 2010
Gooch K Hibbert J Khong H Liu L Dort L Smith D Wasylak T Frank CB William D Johnston C Pearce TJ Zernicke RF
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Purpose: Elective total hip and knee replacement surgeries are effective procedures for patients suffering from hip and knee disease. The demand for joint replacements is expected to rise as the life expectancy of Canadians increases; thus putting a heavy burden on healthcare. In an effort to reduce the acute hospital length of stay (LOS) the Alberta Orthopaedic Society, with the Alberta Bone and Joint Health Institute, three Alberta health regions (Calgary, Capital and David Thompson) and Alberta Health and Wellness created an evidence based new care continuum for hip and knee replacement. The LOS through the new care continuum compared to the current conventional approach was evaluated. In addition patient characteristics that could potentially predict the LOS were evaluated. Method: The study design was a randomized, controlled trial. Consenting subjects were randomized to receive care through either the new care continuum (intervention) or the existing “current conventional approach” (control). Acute hospital LOS was calculated as the difference between the date and time the patient was admitted to the date and time the patient was discharged. Data was collected on patient characteristics potentially associated with acute hospital LOS. Results: Intervention patients demonstrated a significantly shorter acute hospital LOS than the control patients, 4.66 and 5.95 days respectively. Further analysis of the data using a generalized linear model indicated that several patient characteristics were associated with a shorter/longer wait for consultation and surgery. Married patients had a statistically significant shorter LOS than single patients (IRR=0.89, p=0.001). Whereas older patients (IRR=1.01, p=< 0.001), patients with increased comorbidity (IRR= 1.03, p=0.001), and patients with an ASA of ≥ 3 (IRR= 1.22, p=< 0.001) resulted in a significantly longer LOS. Conclusion: This study indicated that an evidence based healthcare continuum for the delivery of hip and knee replacements was successful in significantly reducing acute care LOS. Reducing the LOS using the new care continuum could potentially help alleviate the strain on limited healthcare resources and the savings could be reinvested to increase the numbers of joint replacement performed. Furthermore, an understanding of patient characteristics that influence acute hospital care LOS should be used to model surgical case mixing to further improve efficiencies


Orthopaedic Proceedings
Vol. 92-B, Issue SUPP_I | Pages 151 - 151
1 Mar 2010
Nellans KW Yoon RS Kim AD Jacobs M Geller JA Macaulay W
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Introduction: Ranked as the second most common cause of long-term disability amongst American adults, osteoarthritis (OA) affects well over 60 million Americans per year. OA is one of the major contributors to health care-related economic cost in the US, which is generally considered unacceptably high when compared other Western industrialized nations. Methods: Three hundred and thirty-five patients undergoing primary unilateral or bilateral total hip arthroplasty (THA), metal-on-metal hip resurfacing (MOMHR), total knee arthroplasty (TKA), or unicondylar knee arthroplasty (UKA) were offered voluntary participation in an one-on-one preoperative education session with a pre-operative educator. Length of stay (LOS) and in-patient costs was collected for patients who received individual pre-operative education. This was then compared to patients who chose not to participate in the education sessions using linear regression models. Results: Patients who chose to participate enjoyed a significantly shorter LOS than those who did not receive education, controlling for age, sex, type of procedure, and number of co-morbid conditions (3.1 ± 1.1 vs. 4.5 ± 4.7; p< 0.01). THA patients participating in the preoperative education program exhibited a calculated cost savings of $861 per case over non-educated patients (p=0.06), while TKA patients participating in the program exhibited a statistically significant savings of $1,144 per case (p=0.02). This translated into a cost savings of $84,351 for 93 THA patients and $93,493 for 74 TKA patients at our institution, accounting for the cost of the patient educator. Of higher significant impact on cost savings was the number of co-morbid conditions for both THA (p=0.01) and TKA (p=0.01) patients. If applied in the national setting, national cost savings projections for a mean 0.84 day reduction in LOS for educated THA patients estimated a savings of nearly $800 million; a mean 0.56 day reduction for preoperatively educated TKA translated into a projected savings of $1.1 billion on the national scale. Conclusion: Preoperative education in the setting of hip and knee arthroplasty is an important cost-savings tool for hospitals, Medicare and third party payers in this era of rising health care costs


Orthopaedic Proceedings
Vol. 94-B, Issue SUPP_XXXIX | Pages 81 - 81
1 Sep 2012
Singhal R Luscombe K
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Introduction. Many determinants of the length of stay (LOS) for primary total knee arthroplasty (TKA) have been described. Multimodal, pre-emptive analgesia, age, walking aid score and stair score are some of them. Single shot peripheral nerve block is a popular method to provide prolonged analgesia in immediate post operative period after TKA. Delayed recovery from the nerve block can delay the rehabilitation programme and subsequently lengthen the LOS when the multi disciplinary team discharge criteria are well defined and standardized. The aim of this study is to calculate the incidence of delayed recovery from the sciatic and femoral nerve block administered in cases of primary TKA and its influence on LOS. Methods. All the patients undergoing primary TKA and receiving forty milliliters of 0.375% of Bupivacaine for sciatic and femoral nerve block since April 2010 till January 2011 have been included in the study. Patients demographics, date and day of operation, time of nerve block, complete recovery from the nerve block post operatively and date of discharge were recorded prospectively. Results. Total 34 patients were included in the study. 24 patients recovered from the effect of peripheral nerve block on the post operative day one and 10 patients recovered on the post operative day two. Mean LOS of patients recovered on post operative day one is 4.8 days and mean LOS of those who recovered on post operative day 2 is 5.6 days. Conclusion. Almost one third of the patients receiving forty milliliters of 0.375% of Bupivacaine for sciatic and femoral nerve block recovered late. Delayed recovery from nerve block seems to increase the duration to achieve the discharge criteria after primary TKA. This information can be used favorably to influence the outcome by altering the concentration and amount of anaesthetic agent used


Surgical site infections (SSIs) are associated with significant consequences in orthopaedic surgery, where their presence can lead to ultimate revision of the implant. Furthermore, infections and impaired wound healing can prolong length of hospital stay following orthopaedic surgery, which can place additional financial burdens on healthcare systems. The current analysis was conducted to determine whether the use of the PICO single-use negative pressure wound therapy (sNPWT) system after orthopaedic surgery reduced the incidence of SSIs and length of hospital stay compared with using conventional dressings. A systematic literature review (SLR) was performed using the PubMed, Embase and Cochrane Library databases. English-language studies comparing PICO sNPWT to conventional dressings published from 2011 to August 2018 with ≥10 patients in each treatment arm were included. Reference lists of included studies were searched for further relevant studies. Meta-analyses were performed using a fixed effect (I. 2. < 50%) or random effects model (I. 2. ≥ 50%). The SLR identified 6,197 studies, of which 5 relevant studies (607 patients) were included. The odds of an SSI were reduced by 57% (odds ratio [OR]: 0.43; 95% confidence interval [CI]: 0.21–0.86; p = 0.02) and there was consistency between studies (I. 2. = 0%). Three studies reported on length of hospital stay. The mean difference between patient groups indicated that PICO sNPWT was associated with a 1-day reduction in hospital stay (mean difference [MD]: −0.99; 95% CI: −1.32 to −0.65; p < 0.00001) and there was again consistency between studies (I. 2. = 0%). These results suggest that the use of PICO sNPWT system after closed surgical incisions can reduce the incidence of SSIs and shorten the duration of hospital stay when used in orthopaedic patient populations


Orthopaedic Proceedings
Vol. 90-B, Issue SUPP_III | Pages 548 - 548
1 Aug 2008
Findlay IA Chettiar KK Apthorp HD
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Introduction: Recent studies have shown that Minimally Invasive Total Hip Replacements (MISTHRs) have not reduced hospital stay. We seek to demonstrate the importance of infrastructure allowing early mobilisation and discharge thereby gaining the full benefits of MISTHRs. We compared the early outcomes of 2 units where MISTHRs were carried out by the same surgical teams but had 2 different infrastructure set-ups. In the first unit a “Short Stay Programme” (SSP) was in place. This involved early pre-operative assessment by medical, physiotherapy and occupational therapy teams. Post-operative analgesia was augmented with the use of a pain pump administering local anaesthetic as a continuous infusion. Patients were mobilised at 4 hours after surgery and were supported in the community by an “Outreach Team”. In the second unit the patients had MISTHRs without changes to the conventional infrastructure. Methods: One surgeon carried out all operations, at 2 different hospitals using a mini-posterior approach with specific minimally-invasive instrumentation. Uncemented ABG II prostheses were used. Hospital discharge was only achieved after specific criteria were fulfilled. Discussion: A significant reduction in the length of stay of MISTHRs patients is achieved by the Short Stay Programme, with no difference in complications. The full advantages of MISTHRs are achieved only if the whole aim of the care pathway is to facilitate early, supported discharge. Trouble-shooting pre-operatively, effective analgesia and post-operative support are the key elements of this programme


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Background. The advent of value-based conscientiousness and rapid-recovery discharge pathways presents surgeons, hospitals, and payers with the challenge of providing the same total hip arthroplasty episode of care in the safest and most economic fashion for the same fee, despite patient differences. Various predictive analytic techniques have been applied to medical risk models, such as sepsis risk scores, but none have been applied or validated to the elective primary total hip arthroplasty (THA) setting for key payment-based metrics. The objective of this study was to develop and validate a predictive machine learning model using preoperative patient demographics for length of stay (LOS) after primary THA as the first step in identifying a patient-specific payment model (PSPM). Methods. Using 229,945 patients undergoing primary THA for osteoarthritis from an administrative database between 2009– 16, we created a naïve Bayesian model to forecast LOS after primary THA using a 3:2 split in which 60% of the available patient data “built” the algorithm and the remaining 40% of patients were used for “testing.” This process was iterated five times for algorithm refinement, and model performance was determined using the area under the receiver operating characteristic curve (AUC), percent accuracy, and positive predictive value. LOS was either grouped as 1–5 days or greater than 5 days. Results. The machine learning model algorithm required age, race, gender, and two comorbidity scores (“risk of illness” and “risk of morbidity”) to demonstrate excellent validity, reliability, and responsiveness with an AUC of 0.87 after five iterations. Hospital stays of greater than 5 days for THA were most associated with increased risk of illness and risk of comorbidity scores during admission compared to 1–5 days of stay. Conclusions. Our machine learning model derived from administrative big data demonstrated excellent validity, reliability, and responsiveness after primary THA while accurately predicting LOS and identifying two comorbidity scores as key value-based metrics. Predictive data has the potential to engender a risk-based PSPM prior to primary THA and other elective orthopaedic procedures


Orthopaedic Proceedings
Vol. 90-B, Issue SUPP_I | Pages 49 - 50
1 Mar 2008
Gowans S Silaj A Chu A Neary M Corrigan L MacLean E Mahomed N
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This study examined the effect of seven vs. five day physiotherapy on hospital LOS for total joint replacement (TJR) patients. 1055 consecutive TJR patients were studied. Seven day PT significantly reduced LOS for TJR patients (0.73 days) and the subgroup of total hip replacement patients (0.80 days). Decreases in TJR LOS reduced hospital costs by $100,000. Older patients and patients with greater co-morbidities had a longer LOS with both five and seven day PT, but their LOS was less with seven day PT. This study provides strong evidence for providing seven day PT for TJR patients. The purpose of this study was to determine the effect of five vs. seven day/week physiotherapy (PT) on acute care, length of stay (LOS) for TJR patients. The inpatient discharge abstract database was used to retrospectively identify TJR patients who were admitted on January 1, 2000 or later and discharged by March 31, 2002 or earlier. Patients were excluded if they died in hospital or were discharged to another acute care facility. PT was enhanced from five to seven days/week on March 10, 2001. This date was used to divide patients into PRE and POST (enhanced PT) groups. Differences in LOS (PRE vs. POST) were analyzed for all TJR, and separately for THR (total hip replacement) and TKR (total knee replacement) patients, using t-tests. Potential interactions between group (PRE, POST) and age (young < 70 yrs, old ≥ 70 yrs), gender, and co-morbidity were analyzed with two-way ANOVA’s (group x other variable). LOS acute care savings were calculated using the unit-specific per diem cost. 1055 patients were studied. LOS was significantly reduced for TJR (0.73 days) and THR (0.80 days) patients. TJR decreases in LOS reduced acute care costs by $100,000. Age and co-morbidity had significant main effects but no interaction on LOS. LOS and hospital costs were reduced for TJR patients with seven day PT. The fact that a decrease in LOS was seen in a large sample, in both young and old patients and patients with and without comorbidities, provides strong evidence to support seven day PT for TJR patients


Orthopaedic Proceedings
Vol. 95-B, Issue SUPP_32 | Pages 4 - 4
1 Sep 2013
Bradley B Griffiths S Stewart K Khan M Higgins G Hockings M Isaac D
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In the current austere financial climate within the NHS where local healthcare Trusts are reimbursed in a Payment by Results system it is important that we accurately identify the costs associated with surgical procedures. We retrospectively reviewed data of 589 consecutive patients undergoing lower limb arthroplasty surgery and recorded their age, BMI and co-morbidities. The effect of these parameters on operative duration and length of stay (LOS) was analysed. We demonstrate that for a 1 point increase in BMI we expect LOS to increase by a factor of 2.9% (p<0.0001) and mean theatre time to increase by 1.46 minutes (p<0.0001). We also show that for a l-year increase in age, we expect LOS to increase by a factor of 1.2% (p<0.0001). We have calculated the extra financial costs associated with this and believe that the current OPCS coding system for obesity underestimates the financial impact of increasing BMI and age on lower limb arthroplasty Trusts are being inadequately reimbursed. The results of this study have been used to produce a chart that allows prediction of LOS following lower limb arthroplasty based on BMI and age. We also believe that the data produced is of use in planning operating lists


Orthopaedic Proceedings
Vol. 92-B, Issue SUPP_IV | Pages 611 - 612
1 Oct 2010
Kjaersgaard-Andersen P Leonhardt J Poulsen T Revald P Specht K
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Background: Recent studies have shown that local infiltration analgesia (LIA) improves outcome after total hip replacement (THA). No detailed information does exist to its influence on length of stay (LOS) after surgery. In this study we have evaluated LOS, pain treatment, mobilization, postoperative nausea and vomiting (PONV) and satisfaction in a period before and after implementing LIA in our department. Patients and Methods: Patients diagnosed with primary osteoarthrosis of the hip scheduled for unilateral uncemented or hybrid THA were included in the study. All cases were recognized from a local database with prospective collected data on all patients undergoing THA in our department. Total 100 consecutive patients who did not have LIA from September 1st 2006 were compared with 100 consecutive patients who received LIA from September 1st 2007. The two groups were unmatched and no patients were excluded. The solution used for LIA consisted of 200 mg Ropivacain, 30 mg Ketorolac and 1 mg Adrenaline dissolved in 100 ml isotone NaCl. Results: Patients in the two groups were similar in regard to gender, age, body mass index (BMI) and ASA group, but did differ in duration of the surgical approach, the latter group having treatment with LIA in average had a 20 minuts shorter surgical approach. The patients who received LIA had reduced LOS, mean 3.8 days compared to 5.1 days in the gropu not treated with LIA (p< 0.001). Moreover, patients treated with LIA were significant more satisfied (p< 0.05) compared to the group who did not receive LIA. Moreover, patients treated with LIA were more frequently mobilized on day 1 after surgery (p< 0,001) and day 3 as well (p< 0.05). Also, patients treated with LIA had significantly reduced PONV on the day of operation (p< 0.05) and well as they consumed more nutrition (p< 0.001) the day after the operation. There was no difference in pain-score between the two groups except on day 3 (p< 0.05) in activity and at rest on the day of discharge (p< 0.05). No wound complications could be shown in any of the groups during the first 6 weeks after surgery. Interpretation: Introducing LIA in our department changed the postoperative period detailed in several ways for patients undergoing THA. This study document that operative wound infiltration with multimodal drugs reduced LOS after THA, even though the reduced duration of operation may be some of the explanation. Moreover, LIA resulted in better mobilisation, less PONV and more satisfied patients. We recommend all unit undertaking THA to implement LIA in their daily praxis


Orthopaedic Proceedings
Vol. 92-B, Issue SUPP_II | Pages 300 - 301
1 May 2010
Hommel A Bjorkelund K Thorngren K Ulander K
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The health care system has to deal with substantial health care costs, which are expected to continue to rise due to the increasingly elderly populations. One way of saving has been a reduction of the amount of beds at hospitals. The consequence is that acute patients inappropriately are admitted to non specialized wards because of limited beds. These patients are also known as ‘outliers’. In this study consecutive patients with a hip fracture treated at the orthopaedic department (n=273) are compared with patients treated at other departments (n=147) according to incidence of complications and length of stay (LOS) before and after introduction of an evidence based clinical pathway. There was no medical difference between the populations. However the strict demands of saving costs, with limited beds, have resulted not only in economic consequences with prolonged hospitalization, but also in patient suffering and inconvenience of postoperative complications because of an increasing number of complications. Patients treated at non specialized wards had an extra LOS of stay of 3.7 days in the acute hospital settings and furthermore 13.6 days of LOS including rehabilitation compared to patients treated at the orthopaedic department. In addition we consider the implemented evidence based clinical pathway to be successful since the number of complications was reduced. It is a major challenge to establish effective treatment and rehabilitation for patients after a hip fracture aiming to avoid complications and reduce LOS. Theses fragile patients with a hip fracture ought to be treated at the orthopaedic department, or at departments with geriatric and rehabilitation knowledge. Physiotherapists, occupational therapists and nurses specialising in orthopaedics and geriatricians should take an active part in these patients care, to improve the quality of care and patient safety in patients with a hip fracture


Orthopaedic Proceedings
Vol. 94-B, Issue SUPP_XVIII | Pages 86 - 86
1 May 2012
Howard T Canty S
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The price per total knee replacement (TKR) performed is fixed but the subsequent length of hospital stay (LOS) is variable. The current national average for LOS following TKR is six days. LOS is an important marker of resource consumption, has implications in patient satisfaction, and is used as a marker of hospital quality. The aim of this study was to describe the temporal change in demographics between 2004 and 2009, and to identify intra-operative factors and patient characteristics associated with a prolonged LOS that could be addressed to improve clinical practice. We performed a retrospective cohort review of 184 patients (2004 n=88, 2009 n=96) who underwent primary TKRs at Chorley District General Hospital. The median LOS in 2009 was eight days compared to ten days in 2004, an average of 3.5 days less (p < 0.001). Patients were significantly younger (p < 0.001) in 2009 (median 66 years) compared to 2004 (median 74 years), with both years having a similar female predominance. There was no significant change in the BMI or American Society of Anesthesiologists score between 2004 and 2009. This data suggests that block contracts with the private sector has not influenced the demographics of patients being treated in the NHS. Intra-operative factors including the use of a peripheral nerve block, the surgeon grade, the day of the week the operation was performed, the operation length, and the change in pre- to post-operative haemoglobin were not found to significantly increase the LOS (p = 0.058, p = 0.40, p = 0.092, p = 0.50, p = 0.43 respectively). Cemented TKRs had a median LOS of nine days compared to eight for uncemented implants (p = 0.015). However, patients with a cemented implant were on average 6.2 years older than patients with an uncemented implant (p < 0.001). Using Cox proportional hazard regression modelling, the occurrence of a post-operative complication (p < 0.001), female sex (p = 0.024), advancing age (p = 0.036), and the need for a blood transfusion (p = 0.0056) were the most significant factors for prolonging the LOS. Patients who were given a transfusion stayed a median of 13 days compared to nine for those who did not (p < 0.001). The median pre-operative haemoglobin for those who required a transfusion was 11.85g/dl compared to 13.6g/dl for those who did not (p < 0.001). Being obese or morbidly obese did not significantly prolong the LOS (p = 0.95). In conclusion, this study highlights significant patient characteristics which are associated with a prolonged LOS following TKR. The relatively low pre-operative haemoglobin in patients requiring a blood transfusion is a potential target for reducing the LOS


Orthopaedic Proceedings
Vol. 99-B, Issue SUPP_8 | Pages 54 - 54
1 Apr 2017
Voorn V Marang- van de Mheen P van der Hout A Vlieland TV Nelissen R van Bodegom L
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Backgroud: Allogeneic transfusion rates after primary hip and knee arthroplasty are used as quality indicators for hospitals, but hospital comparisons may be hampered by low event rates. Extended hospital stay is often used and may be more suitable as an alternative. This study aims to assess whether transfusion rates and extended hospital stay can be used to reliably rank hospitals.

Methods

We used the baseline data from the LISBOA implementation trial, where data on patient characteristics and outcomes were collected in a sample of approximately 100 patients undergoing elective primary total hip or knee arthroplasty for each of the 23 participating hospitals. We calculated the reliability of ranking (Rankability) of transfusion rates and extended hospital stay (> 4 postoperative days), using fixed and random effects logistic regression analysis, by dividing the between-hospital variation to the sum of within and between-hospital variation. Rankability thus shows which part of the hospital differences are true differences and not due to random variation.

Results

1163 total hip and 986 total knee procedures were assessed. After adjustment for patient characteristics the odds ratio (OR) of receiving a transfusion in a hospital after total hip ranged from 0.72 to 1.38 and from 0.30 to 3.30 in total knee. Rankability was 17% for hip and 36% for knee arthroplasty, meaning that only 17% and 36% are true hospital differences. Larger hospital variation was found for extended hospital stay (OR range [0.28–3.51] for hip and [0.10–9.95] for knee arthroplasty), and better rankability.


The Journal of Bone & Joint Surgery British Volume
Vol. 90-B, Issue 11 | Pages 1435 - 1440
1 Nov 2008
Smith IDM Elton R Ballantyne JA Brenkel IJ

In Scotland, the number of primary total knee replacements performed annually has been increasing steadily. The price of the implant is fixed but the length of hospital stay is variable. We prospectively investigated all patients who underwent primary unilateral total knee replacement in the Scottish region of Fife, between December 1994 and February 2007 and assessed their recorded pre-operative details. The data were analysed using univariate and multiple linear regression statistical analysis. Data on the length of stay were available from a total of 2106 unilateral total knee replacements. The median length of hospital stay was eight days. The significant pre-operative risk factors for an increased length of stay were the year of admission, details of the consultant looking after the patient, the stair score, the walking-aid score and age. Awareness of the pre-operative factors which increase the length of hospital stay may provide the opportunity to influence them favourably and to reduce the time in hospital and the associated costs of unilateral total knee replacement


Orthopaedic Proceedings
Vol. 102-B, Issue SUPP_6 | Pages 144 - 144
1 Jul 2020
Sepehri A Slobogean G O'Hara N O'Toole RV
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In the polytrauma patient, intraoperative patient positioning is one factor thought to influence pulmonary complications associated with intramedullary (IM) nailing of the femur. With regards to lateral femoral nailing, it is currently unknown as to whether the position of the injured lung contributes to changes in pulmonary function. It has been proposed that, similar to prone positioning in the ICU for acute respiratory distress syndrome management, having the injured lung in a dependent position during lateral femoral nailing would prevent barotrauma from hyperinflation and promote gas exchange in the non-dependent healthy lung. This study aims to assess the association between the position of the injured lung during lateral femoral nailing and pulmonary complications as determined by ICU LOS.

This retrospective cohort study was conducted at a single level 1 trauma centre. All patients treated with IM nailing for femur fracture between 2006 and 2014 were screened for inclusion. Only patients who 1) underwent lateral femoral nailing and 2) had a significant chest injury, defined by chest Abbreviated Injury Scale (AIS) of three or greater, were included. Patients with bilateral femur fractures or symmetric bilateral thoracic injuries were excluded. Intraoperative position of the lung injury was described depending on whether the injured lung was down, or in the dependent position, during lateral femoral nailing, versus the healthy lung down. The primary outcome was ICU LOS in all study patients. Secondary analysis was performed on the subgroup of patients who were admitted to ICU prior to femoral nailing. Data analysis assessing for differences in ICU LOS between groups was performed through Wilcoxan testing.

One hundred and thirteen femur fractures were included in the study. During lateral femoral nailing, 53 patients had the injured lung down and 60 patients had the healthy lung down. No differences between age, ICU admission rate, injury severity score, chest AIS or head AIS were detected between the groups. There were no detectable differences in the rate of ICU admission between patients with the injured lung down (47.2%) and patients with the healthy lung down (46.7%) (P=0.96).

We were unable to detect a difference in average ICU LOS between patients who had the injured lung down (4.9 days, 95% CI 2.8 – 7) compared to patients with the healthy lung down (6 days, 95% CI 3.7 – 8.4) during lateral femoral nailing (P=0.73). When looking only at patients who were admitted to ICU prior to femoral nailing, the LOS was 10.3 days (95% CI 7 – 13.7) in injured lung down patients compared to 12.9 days (9.2 – 16.6) in healthy lung down patients (P= 0.25).

In patients with chest AIS greater than three, the position of the injured lung during lateral femoral IM nailing does not appear to affect ICU LOS.


Orthopaedic Proceedings
Vol. 102-B, Issue SUPP_11 | Pages 59 - 59
1 Dec 2020
Ranson J Grant S Choudry Q Paton R
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Background. Patients who undergo elective hip and knee arthroplasty often have multiple risk factors increasing their likelihood of suffering from hyponatraemia post operatively. Consequently suffering from hyponatraemia post elective hip and knee arthroplasty is common. Consequently we wanted to assess the occurrence of hyponatraemia in our elective arthroplasty unit, assess our effectiveness in managing this and importantly assess how its occurrence impacted on length of patient stay. Method. Retrospective analysis of elective hip and knee arthroplasty patients over a five month period. Pre-operative and post-operative sodium levels analysed and their grade measured using NICE reference ranges. In post-operative hyponatraemic patients blood results were analysed up until discharge. Discharge summaries were reviewed to assess communication between primary and secondary care. Length of admission calculated. Formal action plan developed in partnership with the anaesthetic department to improve future management. Results. 103 patients assessed. 24 (23%) suffered from post-operative hyponatraemia. 11 (48%) were discharged with a normalised sodium. 7 (29%) had documentation regarding their hyponatraemia in the discharge summary. 101 (98%) had a sodium drop post-operatively and 2 patients were hyponatraemic pre-operatively. Average length of stay for hyponatraemic hip patients was 5.00 days compared to 4.20 days for patients with normal sodium levels. Hyponatraemic post op knee patients had an average in hospital stay of 5.09 days compared to 4.13 days in knee patients with a normal post-operative sodium level. Conclusion. Hyponatraemia is common in the post-operative arthroplasty patient. In our unit it led to an increase in length of hospital stay. We believe the introduction of a structured post-operative oral rehydration regime with isotonic fluid would be a simple method to reduce occurrence post operatively. We feel standardising intra-operative fluid prescribing will reduce the likelihood of pushing patients into a post-operative hyponatraemic state. Finally we have introduced a hyponatraemia management flowchart to the department so ward based doctors can recognise and effectively manage hyponatraemic patients. If these measures are implemented length of stay in hospital can potentially be reduced


Orthopaedic Proceedings
Vol. 104-B, Issue SUPP_4 | Pages 13 - 13
1 Apr 2022
Wong E Malik-Tabassum K Chan G Ahmed M Harman H Chernov A Rogers B
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The ‘Best Practice Tariff‘ (BPT) was developed to improve hip fracture care by incentivising hospitals to provide timely multidisciplinary care to patients sustaining these injuries. The current literature examining the association between BPT and patient outcomes is conflicting and underpowered. We aimed to determine if achieving BPT has an impact on 30-day mortality and postoperative length of stay. A retrospective analysis for patients admitted to a major trauma centre (MTC) was performed between 01/01/2013 to 31/12/2020. Data were extracted from the National Hip Fracture Database. The study population was divided into two groups: those who achieved all BPT criteria (BPT-passed) and those who did not (BPT-failed). The primary outcomes of interest included the 30-day mortality rate and postoperative length of stay (LOS). As a secondary objective, we aimed to assess factors that predict perioperative mortality by utilising a logistic regression model. 4397 cases were included for analysis. 3422 (78%) met the BPT criteria, whereas 973 (22%) did not. The mean LOS in the BPT-achieving group was 17.2 days compared with 18.6 in the BPT-failed group, p<0.001. 30-day mortality was significantly lower in the BPT-achieving group i.e., 4.3% in BPT-achieved vs. 12.1% in BPT-failed, p<0.001. Logistic regression modelling demonstrated that attainment of BPT was associated with significantly lower 30-day mortality (OR: 0.32; 95% CI:0.24–0.41; p<0.001). To our knowledge, this is the largest study to investigate the association between BPT attainment and 30-day mortality as well as the length of stay. The present study demonstrates that achieving BPT in hip fracture patients is associated with a significant reduction in the average length of stay and 30-day mortality rates. Our crude calculations revealed that achieving BPT for 3422 patients earned our hospital trust >£4 million over 8 years. Findings from this study suggest that achieving BPT not only improves 30-day survival in patients with hip fractures but also aids cost-effectiveness by reducing LOS and helps generate NHS Trusts a significant amount of financial reward


Purpose. Femoral nerve block (FNB) following total knee arthroplasty (TKA) has had mixed results with some studies reporting improvement in pain and reduced narcotic exposure while others have not shown substantial differences. The effect of a FNB on rehabilitation indices (quadriceps strength, knee flexion) is also unclear. The study purpose was to compare the effect of FNB+ a multimodal analgesic protocol (MMA) to MMA only on the 1) development of a complete quadriceps motor block and 2) knee flexion during the first two postoperative days and 3) knee flexion out to 12 weeks after primary TKA. Secondarily, we compared hospital length of stay (LOS), postoperative pain, analgesic use and the incidence of nausea/vomiting. Method. This was a controlled clinical trial undertaken at two tertiary hospitals that do high annual TJA volumes (>200 cases). Both hospitals followed the same regional clinical pathway for preoperative, perioperative and postoperative care. The pathway started mobilization on the day of surgery with a goal for discharge home on the third postoperative day. At one site, FNB was used for the first two postoperative days in addition to MMA as needed (FNB group [n=19]) while the other site used standardized MMA (MMA group [n=20]) only. The presence of a complete quadriceps block, knee flexion, pain, analgesic use, incidence of nausea and vomiting were recorded daily in hospital. Hospital LOS was also recorded and knee flexion and pain were assessed at two, six and 12 weeks post discharge. Results. The groups were similar preoperatively in terms of age (p=0.27), gender (p=0.34), preoperative function (p=0.63) and knee flexion (p=0.83). In the FNB group, 10 (52%) had a complete quadriceps motor block on the day of surgery and 13 (68%) on the first postoperative day compared with no complete motor blocks in the MMA group (p<0.001). Pain and analgesic use was similar between groups (p>0.21) as was the incidence of nausea/vomiting (p>0.66). Knee flexion was similar at discharge(p=0.87) and at all post-discharge visits (p>0.14). Median LOS was 4(Interquartile range [IQR] 4,5) days and 3.5(3,4) days in the FNB and MMA groups respectively (p=0.04). Conclusion. The addition of a FNB to a MMA regimen did not confer advantages in pain control, analgesic use, nausea/vomiting or knee flexion. FNB significantly increased the likelihood of a complete quadriceps motor block in the initial postoperative period. Hospital LOS was also increased in the FNB group. These results are inconsistent with previous reports of FNB benefits, but may reflect the heterogeneous nature of clinical practice among centres, evolution of pain management into MMA techniques (+/− FNB) and the trend to shorter LOS and more aggressive postoperative rehabilitation. Further, multiple practitioners with varying experience performed the FNB. A randomized trial is needed to compare current MMA protocols to controlled FNB technique when an accelerated postoperative rehabilitation program is utilized