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Ozdag Y, Makar GS, Goltz DE, Seyler TM, Mercuri JJ, Pallis MP. Validation of a Discharge Risk Calculator for Rural Patients Following Total Joint Arthroplasty. J Arthroplasty 2024:S0883-5403(24)00646-6. [PMID: 38925275 DOI: 10.1016/j.arth.2024.06.047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Revised: 06/17/2024] [Accepted: 06/18/2024] [Indexed: 06/28/2024] Open
Abstract
BACKGROUND As the volume of total joint arthroplasty in the US continues to grow, new challenges surrounding appropriate discharge surface. Arthroplasty literature has demonstrated discharge disposition to postacute care facilities carries major risks regarding the need for revision surgery, patient comorbidities, and financial burden. To quantify, categorize, and mitigate risks, a decision tool that uses preoperative patient variables has previously been published and validated using an urban patient population. The aim of our investigation was to validate the same predictive model using patients in a rural setting undergoing total knee arthroplasty (TKA) and total hip arthroplasty. METHODS All TKA and THA procedures that were performed between January 2012 and September 2022 at our institution were collected. A total of 9,477 cases (39.6% TKA, 60.4% THA) were included for the validation analysis. There were 9 preoperative variables that were extracted in an automated fashion from the electronic medical record. Included patients were then run through the predictive model, generating a risk score representing that patient's differential risk of discharge to a skilled nursing facility versus home. Overall accuracy, sensitivity and specificity were calculated after obtaining risk scores. RESULTS Score cutoff equally maximizing sensitivity and specificity was 0.23, and the proportion of correct classifications by the predictive tool in this study population was found to be 0.723, with an area under the curve of 0.788 - both higher than previously published accuracy levels. With the threshold of 0.23, sensitivity and specificity were found to be 0.720 and 0.723, respectively. CONCLUSIONS The risk calculator showed very good accuracy, sensitivity, and specificity in predicting discharge location for rural patients undergoing TKA and THA, with accuracy even higher than in urban populations. The model provides an easy-to-use interface, with automation representing a viable tool in helping with shared decision-making regarding postoperative discharge plans.
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Affiliation(s)
- Yagiz Ozdag
- Geisinger Musculoskeletal Institute, Department of Orthopaedic Surgery, Geisinger Commonwealth School of Medicine, Scranton, Pennsylvania
| | - Gabriel S Makar
- Geisinger Musculoskeletal Institute, Department of Orthopaedic Surgery, Geisinger Commonwealth School of Medicine, Scranton, Pennsylvania
| | - Daniel E Goltz
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, North Carolina
| | - Thorsten M Seyler
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, North Carolina
| | - John J Mercuri
- Geisinger Musculoskeletal Institute, Department of Orthopaedic Surgery, Geisinger Commonwealth School of Medicine, Scranton, Pennsylvania
| | - Mark P Pallis
- Geisinger Musculoskeletal Institute, Department of Orthopaedic Surgery, Geisinger Commonwealth School of Medicine, Scranton, Pennsylvania
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Krupic F, Manojlovic S, Custovic S, Fazlic M, Sadic S, Kärrholm J. Influence of immigrant background on the outcome of total hip arthroplasty: better outcome in 280 native patients in Bosnia and Herzegovina than in 449 immigrants living in Sweden. Hip Int 2024; 34:74-81. [PMID: 37795618 PMCID: PMC10787385 DOI: 10.1177/11207000231182321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/06/2023]
Abstract
BACKGROUND Despite the overall success of THA, between 5 and 20% report unsatisfactory results. Several factors may cause this variable outcome. 1 of them might be ethnicity which, because of its potential social impact on living conditions, may influence quality of life too. It should be studied whether patients born and being operated in their home country Bosnia and Herzegovina (BH) had similar results as immigrants being operated in Sweden (IS). METHODS Data of 280 patients were collected prospectively from questionnaires in the BH group. Patients of the IS group were eligible if both of their parents were born outside the Nordic countries, not having Swedish as their native language. Data were gained from the Swedish Arthroplasty Registry (SAR), 449 patients were included. Outcomes were pain VAS, satisfaction VAS, EQ-VAS, and the EQ-5D. Logistic and linear regression models including age, sex, diagnosis, type of fixation, surgical incision, marital status and educational level were analysed to compare those 2 groups. RESULTS There were considerable differences in patient demographics between the 2 groups. Before the operation, patients in the BH group reported more problems with self-care and usual activities, even after adjustment for confounding factors (p < 0.0005). Patients in the IS group reported a higher EQ-VAS and more pain VAS (p < 0.0005), the difference in the EQ-VAS was not significant after adjustment for confounding factors (p = 0.41). After 1 year patients in the BH group reported better scores in all dimensions of the EQ-5D (p ⩽ 0.005) apart from self-care. After adjustment for confounding factors, patients in the BH group were more satisfied too (p < 0.0005). CONCLUSIONS Immigrated patients (IS group) seemed to experience less benefit from THA 1 year after the operation despite more symptoms preoperatively. There were considerable limitations affecting the results. Nevertheless, the data are a point of concern, and it is suggested to take more multidimensional care of immigrant patients.
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Affiliation(s)
- Ferid Krupic
- Department of Anaesthesiology, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Department of Orthopaedics, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Swedish Joint Arthroplasty Register, Gothenburg, Sweden
| | - Slavko Manojlovic
- School of Medicine, University of Banjaluka, Banja Luka, Bosnia and Herzegovina
| | - Svemir Custovic
- Clinic for Orthopaedics and Traumatology, University Clinical Centre Tuzla, Tuzla, Bosnia and Herzegovina
| | - Mirsad Fazlic
- Clinic for Orthopaedics and Traumatology, University Clinical Centre Tuzla, Tuzla, Bosnia and Herzegovina
| | - Sahmir Sadic
- Clinic for Orthopaedics and Traumatology, University Clinical Centre Tuzla, Tuzla, Bosnia and Herzegovina
| | - Johan Kärrholm
- Department of Orthopaedics, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Swedish Joint Arthroplasty Register, Gothenburg, Sweden
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Hinman A, Chang R, Royse KE, Navarro R, Paxton E, Okike K. Utilization of Total Joint Arthroplasty by Rural-Urban Designation in Patients With Osteoarthritis in a Universal Coverage System. J Arthroplasty 2023; 38:2541-2548. [PMID: 37595769 DOI: 10.1016/j.arth.2023.08.030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Revised: 08/08/2023] [Accepted: 08/09/2023] [Indexed: 08/20/2023] Open
Abstract
BACKGROUND Utilization of total joint arthroplasty (TJA) is affected by differences linked to sex, race, and socioeconomic status; there is little information about how geographic variation contributes to these differences. We sought to determine whether discrepancies in TJA utilization exist in patients diagnosed with osteoarthritis (OA) based upon urban-rural designation in a universal coverage system. METHODS We conducted a cohort study using data from a US-integrated healthcare system (2015 to 2019). Patients aged ≥50 years who had a diagnosis of hip or knee OA were included. Total hip arthroplasty and total knee arthroplasty utilization (in respective OA cohorts) was evaluated by urban-rural designation (urban, mid, and rural). Incidence rate ratios (IRRs) for urban-rural regions were modeled using multivariable Poisson regressions. RESULTS The study cohort included 93,642 patients who have hip OA and 275,967 patients who had knee OA. In adjusted analysis, utilization of primary total hip arthroplasty was lower in patients living in urban areas (IRR = 0.87, 95% confidence interval = 0.81 to 0.94) compared to patients in rural regions. Similarly, total knee arthroplasty was used at a lower rate in urban areas (IRR = 0.88, 95% confidence interval = 0.82 to 0.95) compared with rural regions. We found no differences in the hip and knee groups within the mid-region. CONCLUSIONS In hip and knee OA patients enrolled in a universal coverage system, we found patients living in urban areas had lower TJA utilization compared to patients living in rural areas. Further research is needed to determine how patient location contributes to differences in elective TJA utilization. LEVEL OF EVIDENCE III.
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Affiliation(s)
- Adrian Hinman
- Department of Orthopaedics, The Permanente Medical Group, San Leandro, California
| | - Richard Chang
- Medical Device Surveillance & Assessment, Kaiser Permanente, San Diego, California
| | - Kathryn E Royse
- Medical Device Surveillance & Assessment, Kaiser Permanente, San Diego, California
| | - Ronald Navarro
- Department of Orthopaedics, Southern California Permanente Medical Group, South Bay, California
| | - Elizabeth Paxton
- Medical Device Surveillance & Assessment, Kaiser Permanente, San Diego, California
| | - Kanu Okike
- Department of Orthopaedics, Hawaii Permanente Medical Group, Honolulu, Hawaii
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Garlapaty AR, Rucinski KJ, Leary E, Cook JL. Do Patients Living in Rural Areas Report Inferior 1-Year Outcomes After Total Knee Arthroplasty? A Matched Cohort Analysis. J Arthroplasty 2023; 38:2537-2540. [PMID: 37659682 DOI: 10.1016/j.arth.2023.08.079] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Revised: 08/24/2023] [Accepted: 08/27/2023] [Indexed: 09/04/2023] Open
Abstract
BACKGROUND Rural status has been associated with poor outcomes for several health problems, but its relationship and outcomes following total knee arthroplasty (TKA) has not been fully characterized. Patient-reported outcomes (PROs) are key measures of success following TKA. Therefore, this matched cohort study was designed to test the hypothesis that patients who live in rural settings will report significantly worse PRO scores 1 year after TKA when compared to those who live in urban or suburban settings. METHODS Patients undergoing TKA at our institution were categorized into urban, suburban, and rural cohorts based on Rural Urban Commuting Area scores using reported living setting zip codes. Cohorts were matched for body mass index classification. Demographic data were extracted from the medical records, and PRO data (Knee Injury and Osteoarthritis Outcome Score, Joint Replacement (KOOS JR), Patient-Reported Outcomes Measurement Information System (PROMIS) Global Health and Mental Health, University of California, Los Angeles (UCLA) Activity Score, and Visual Analog Scale Pain were collected preoperatively and 1-year postoperatively. Comparisons across living settings were made using analysis of variance (ANOVA) tests or Chi-square tests. A total of 882 TKA patients (n = 294 per cohort) were analyzed. RESULTS Patients living in urban areas had significantly lower preoperative pain scores compared to suburban and rural residents. All measured PROs significantly improved from preoperative levels at 1 year post-TKA with no significant differences among living setting cohorts. CONCLUSIONS In cohorts matched for body mass index, living in a rural setting was not associated with inferior PROs 1 year after TKA. LEVEL OF EVIDENCE Level 4, retrospective cohort study.
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Affiliation(s)
- Ashwin R Garlapaty
- Department of Orthopaedic Surgery, University of Missouri, Columbia, Missouri
| | - Kylee J Rucinski
- Department of Orthopaedic Surgery, University of Missouri, Columbia, Missouri
| | - Emily Leary
- Department of Orthopaedic Surgery, University of Missouri, Columbia, Missouri
| | - James L Cook
- Department of Orthopaedic Surgery, University of Missouri, Columbia, Missouri
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Bounajem GJ, DeClercq J, Collett G, Ayers GD, Jain N. Does interaction occur between risk factors for revision total knee arthroplasty? Arch Orthop Trauma Surg 2023:10.1007/s00402-023-05107-2. [PMID: 37902892 DOI: 10.1007/s00402-023-05107-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Accepted: 10/09/2023] [Indexed: 11/01/2023]
Abstract
INTRODUCTION Several risk factors for revision TKA have previously been identified, but interactions between risk factors may occur and affect risk of revision. To our knowledge, such interactions have not been previously studied. As patients often exhibit multiple risk factors for revision, knowledge of these interactions can help improve risk stratification and patient education prior to TKA. MATERIALS AND METHODS The State Inpatient Databases (SID), part of the Healthcare Cost and Utilization Project (HCUP), were queried to identify patients who underwent TKA between January 1, 2006 and December 31, 2015. Risk factors for revision TKA were identified, and interactions between indication for TKA and other risk factors were analyzed. RESULTS Of 958,944 patients who underwent TKA, 33,550 (3.5%) underwent revision. Age, sex, race, length of stay, Elixhauser readmission score, urban/rural designation, and indication for TKA were significantly associated with revision (p < 0.05). Age was the strongest predictor (p < 0.0001), with younger patients exhibiting higher revision risk. Risks associated with age were modified by an interaction with indication for TKA (p < 0.0001). There was no significant interaction between sex and indication for TKA (p = 0.535) or race and indication for TKA (p = 0.187). CONCLUSIONS Age, sex, race, length of stay, Elixhauser readmission score, urban/rural designation, and indication for TKA are significantly associated with revision TKA. Interaction occurs between age and indication.
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Affiliation(s)
- Georges J Bounajem
- Department of Orthopaedic Surgery, UT Southwestern Medical Center, Dallas, TX, USA.
- UT Southwestern Medical Center at Frisco, 12500 Dallas Parkway, 3rd Floor, Orthopaedic Surgery, Frisco, TX, 75033-9071, USA.
| | - Josh DeClercq
- Department of Biostatistics, Vanderbilt University, Nashville, TN, USA
| | - Garen Collett
- Department of Orthopaedic Surgery, UT Southwestern Medical Center, Dallas, TX, USA
| | - Gregory D Ayers
- Department of Biostatistics, Vanderbilt University, Nashville, TN, USA
| | - Nitin Jain
- Department of Physical Medicine and Rehabilitation, UT Southwestern Medical Center, Dallas, TX, USA
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Long H, Xie D, Chen H, Wei J, Li X, Wang H, Zeng C, Lei G. Rural-urban differences in characteristics, postoperative outcomes, and costs for patients undergoing knee arthroplasty: a national retrospective propensity score matched cohort study. Int J Surg 2023; 109:2696-2703. [PMID: 37247007 PMCID: PMC10498865 DOI: 10.1097/js9.0000000000000494] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Accepted: 05/08/2023] [Indexed: 05/30/2023]
Abstract
BACKGROUND The rural-urban disparities in postoperative complications and costs among patients undergoing knee arthroplasty (KA) have not been thoroughly explored. This study aimed to determine whether such differences exist in this patient population. MATERIAL AND METHODS The study was conducted using data from the national Hospital Quality Monitoring System of China. Hospitalized patients undergoing KA from 2013 to 2019 were enrolled. Patient and hospital characteristics were compared between rural and urban patients, and differences in postoperative complications, readmissions, and hospitalization costs were analyzed using propensity score matching. RESULTS Of the 146 877 KA cases analyzed, 71.4% (104 920) were urban patients and 28.6% (41 957) were rural patients. Rural patients tended to be younger (64.4±7.7 years vs. 68.0±8.0 years; P <0.001) and had fewer comorbidities. In the matched cohort of 36 482 participants per group, rural patients were found to be more likely to experience deep vein thrombosis (OR: 1.31, 95% CI: 1.17-1.46; P <0.001) and require red blood cell (RBC) transfusion (OR: 1.38, 95% CI: 1.31-1.46; P <0.001). However, they had a lower incidence of readmission within 30 days (OR: 0.65, 95% CI: 0.59-0.72; P <0.001) and readmission within 90 days (OR: 0.61, 95% CI: 0.57-0.66; P <0.001) than their urban counterparts. In addition, rural patients incurred lower hospitalization costs than urban patients (57 396.2 Chinese Yuan vs. 60 844.3 Chinese Yuan; P <0.001). CONCLUSION Rural KA patients had different clinical characteristics compared with urban patients. While they had a higher likelihood of deep vein thrombosis and RBC transfusion following KA than urban patients, they had fewer readmissions and lower hospitalization costs. Targeted clinical management strategies are needed for rural patients.
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Affiliation(s)
| | - Dongxing Xie
- Department of Orthopedics
- Hunan Key Laboratory of Joint Degeneration and Injury
| | - Hu Chen
- Tibet Autonomous Region People’s Hospital, Lhasa, Tibet, China
| | - Jie Wei
- Health Management Center
- Key Laboratory of Aging-related Bone and Joint Diseases Prevention and Treatment, Ministry of Education, Xiangya Hospital, Central South University
- Hunan Key Laboratory of Joint Degeneration and Injury
- Department of Epidemiology and Health Statistics, Xiangya School of Public Health, Central South University
| | - Xiaoxiao Li
- Key Laboratory of Aging-related Bone and Joint Diseases Prevention and Treatment, Ministry of Education, Xiangya Hospital, Central South University
- Hunan Key Laboratory of Joint Degeneration and Injury
| | - Haibo Wang
- China Standard Medical Information Research Center, Shenzhen
- Clinical Trial Unit, First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong
| | - Chao Zeng
- Department of Orthopedics
- National Clinical Research Center for Geriatric Disorders
- Key Laboratory of Aging-related Bone and Joint Diseases Prevention and Treatment, Ministry of Education, Xiangya Hospital, Central South University
- Hunan Key Laboratory of Joint Degeneration and Injury
- Hunan Engineering Research Center for Osteoarthritis, Changsha, Hunan
| | - Guanghua Lei
- Department of Orthopedics
- National Clinical Research Center for Geriatric Disorders
- Key Laboratory of Aging-related Bone and Joint Diseases Prevention and Treatment, Ministry of Education, Xiangya Hospital, Central South University
- Hunan Key Laboratory of Joint Degeneration and Injury
- Hunan Engineering Research Center for Osteoarthritis, Changsha, Hunan
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Jella TK, Manyak GA, Cwalina TB, Roth AL, Mesko NW, Kamath AF. Declining Geographic Access to High-Volume Revision Total Hip Arthroplasty Surgeons: A National Medicare Analysis. J Arthroplasty 2023; 38:S103-S110. [PMID: 36634884 DOI: 10.1016/j.arth.2023.01.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2022] [Revised: 12/22/2022] [Accepted: 01/04/2023] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND While trends in the economics of revision THA (revTHA) procedures have been well-described from the standpoint of both hospitals and surgeons, their population-level effects of these trends on patient access are not well-understood. METHODS The Medicare fee-for-service provider utilization and payment public use files were used to extract data for primary and revTHA for beneficiaries between 2013 and 2019. Primary and revTHA procedures were identified using the Healthcare Common Procedure Coding System code; 27130 for primaries and 27132, 27134, 27137, or 27138 for revisions. Geospatial analyses were performed by aggregating surgeon practice locations at the level of individual counties, hospital service areas, and hospital referral regions. RESULTS The number of high-volume primary THA surgeons within the Medicare population increased by 17.6% over the study period (3,838 in 2013 to 4,515 in 2019). Conversely, the number of high-volume revTHA surgeons decreased by 36.1% (178 in 2013 to 129 in 2019). Linear regression revealed a significant increase and decrease in high-volume primary (β = 109.07, P ≤ .001) and revision (β = -13.04, P = .011) THA surgeons, respectively. Over the study period, the number of counties with at least 1 high-volume primary THA surgeon increased by 6.1% (1,194 to 1,267), while the number of counties with at least 1 high-volume revTHA surgeon decreased by 30.2% (159 to 111). CONCLUSION The present findings of declining geographic access may represent a consequence of shifting economic incentives and declining reimbursements for the care of complicated revTHA patients.
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Affiliation(s)
- Tarun K Jella
- Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, Ohio
| | - Grigory A Manyak
- Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, Ohio
| | - Thomas B Cwalina
- Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, Ohio
| | - Alexander L Roth
- Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, Ohio
| | - Nathan W Mesko
- Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, Ohio
| | - Atul F Kamath
- Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, Ohio
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Alvarez PM, McKeon JF, Spitzer AI, Krueger CA, Pigott M, Li M, Vajapey SP. Socioeconomic factors affecting outcomes in total knee and hip arthroplasty: a systematic review on healthcare disparities. ARTHROPLASTY (LONDON, ENGLAND) 2022; 4:36. [PMID: 36184658 PMCID: PMC9528115 DOI: 10.1186/s42836-022-00137-4] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/09/2022] [Accepted: 06/13/2022] [Indexed: 11/07/2022]
Abstract
Background Recent studies showed that healthcare disparities exist in use of and outcomes after total joint arthroplasty (TJA). This systematic review was designed to evaluate the currently available evidence regarding the effect socioeconomic factors, like income, insurance type, hospital volume, and geographic location, have on utilization of and outcomes after lower extremity arthroplasty. Methods A comprehensive search of the literature was performed by querying the MEDLINE database using keywords such as, but not limited to, “disparities”, “arthroplasty”, “income”, “insurance”, “outcomes”, and “hospital volume” in all possible combinations. Any study written in English and consisting of level of evidence I-IV published over the last 20 years was considered for inclusion. Quantitative and qualitative analyses were performed on the data. Results A total of 44 studies that met inclusion and quality criteria were included for analysis. Hospital volume is inversely correlated with complication rate after TJA. Insurance type may not be a surrogate for socioeconomic status and, instead, represent an independent prognosticator for outcomes after TJA. Patients in the lower-income brackets may have poorer access to TJA and higher readmission risk but have equivalent outcomes after TJA compared to patients in higher income brackets. Rural patients have higher utilization of TJA compared to urban patients. Conclusion This systematic review shows that insurance type, socioeconomic status, hospital volume, and geographic location can have significant impact on patients’ access to, utilization of, and outcomes after TJA. Level of evidence IV. Supplementary Information The online version contains supplementary material available at 10.1186/s42836-022-00137-4.
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Affiliation(s)
- Paul M. Alvarez
- grid.412332.50000 0001 1545 0811Department of Orthopaedics, The Ohio State University Wexner Medical Center, Columbus, USA
| | - John F. McKeon
- grid.412332.50000 0001 1545 0811Department of Orthopaedics, The Ohio State University Wexner Medical Center, Columbus, USA
| | - Andrew I. Spitzer
- grid.50956.3f0000 0001 2152 9905Department of Orthopaedic Surgery, Cedars Sinai Medical Center, Los Angeles, USA
| | - Chad A. Krueger
- grid.512234.30000 0004 7638 387XDepartment of Orthopaedic Surgery, Rothman Orthopaedic Institute, Philadelphia, USA
| | - Matthew Pigott
- grid.412332.50000 0001 1545 0811Department of Orthopaedics, The Ohio State University Wexner Medical Center, Columbus, USA
| | - Mengnai Li
- grid.412332.50000 0001 1545 0811Department of Orthopaedics, The Ohio State University Wexner Medical Center, Columbus, USA
| | - Sravya P. Vajapey
- grid.412332.50000 0001 1545 0811Department of Orthopaedics, The Ohio State University Wexner Medical Center, Columbus, USA
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Ward MM. Geographic Differences in Rates of Primary Total Knee Arthroplasty in Young and Older Adults: A Comparison of 3 US States. J Rheumatol 2022; 49:307-311. [PMID: 34725179 PMCID: PMC8891034 DOI: 10.3899/jrheum.210878] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/13/2021] [Indexed: 11/22/2022]
Abstract
OBJECTIVE Rates of total knee arthroplasty (TKA) among Medicare beneficiaries (adults aged ≥ 65 yrs) vary across the United States, with higher rates in the Midwest and West than in the South. It is not known if a similar variation is present among younger patients, or if findings in Medicare reflect selective postponement of TKA in some regions. METHODS Data on all primary TKA performed in adults aged ≥ 20 years in 3 states (Iowa, Utah, and Florida) in 2016 were obtained from state inpatient databases. Rates of TKA were computed based on population census data. Age-, sex-, and race-standardized rates were compared between Iowa and Florida, and between Utah and Florida, among adults aged 20-64 years and adults aged ≥ 65 years. RESULTS There were 10,074, 8954, and 43,908 primary TKAs in Iowa, Utah, and Florida, respectively. Standardized rates were higher in Iowa and Utah than in Florida among both adults aged 20-64 years (Iowa:Florida rate ratio [RR] 1.89, 95% CI 1.79-1.99; Utah:Florida RR 2.31, 95% CI 2.18-2.45) and those aged ≥ 65 years (Iowa:Florida RR 1.41, 95% CI 1.35-1.47; Utah:Florida RR 1.77, 95% CI 1.70-1.85). Results were similar in sensitivity analyses limited to White patients, urban residents, and those with a diagnosis of knee osteoarthritis. CONCLUSION TKA rates were higher in Iowa and Utah than in Florida among both younger adults and those aged ≥ 65 years, indicating that geographic differences are not specific to elderly patients.
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Affiliation(s)
- Michael M Ward
- M.M. Ward, MD, MPH, Intramural Research Program, National Institute of Arthritis and Musculoskeletal and Skin Diseases, National Institutes of Health, Bethesda, Maryland, USA.
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10
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Broggi MS, Oladeji PO, Whittingslow DC, Wilson JM, Bradbury TL, Erens GA, Guild GN. Rural Hospital Designation Is Associated With Increased Complications and Resource Utilization After Primary Total Hip Arthroplasty: A Matched Case-Control Study. J Arthroplasty 2022; 37:513-517. [PMID: 34767910 DOI: 10.1016/j.arth.2021.11.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Revised: 10/31/2021] [Accepted: 11/02/2021] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND As the prevalence of hip osteoarthritis increases, the demand for total hip arthroplasty (THA) has grown. It is known that patients in rural and urban geographic locations undergo THA at similar rates. This study explores the relationship between geographic location and postoperative outcomes. METHODS In this retrospective cohort study, the Truven MarketScan database was used to identify patients who underwent primary THA between January 2010 and December 2018. Patients with prior hip fracture, infection, and/or avascular necrosis were excluded. Two cohorts were created based on geographic locations: urban vs rural (rural denotes any incorporated place with fewer than 2500 inhabitants). Age, gender, and obesity were used for one-to-one matching between cohorts. Patient demographics, medical comorbidities, postoperative complications, and resource utilization were statistically compared between the cohorts using multivariate conditional logistic regression. RESULTS In total, 18,712 patients were included for analysis (9356 per cohort). After matching, there were no significant differences in comorbidities between cohorts. The following were more common in rural patients: dislocation within 1 year (odds ratio [OR] 1.23, 95% confidence interval [CI] 1.08-1.41, P < .001), revision within 1 year (OR 1.17, 95% CI 1.05-1.32, P = .027), and prosthetic joint infection (OR 1.14, 95% CI 1.04-1.34, P = .033). Similarly, rural patients had higher odds of 30-day readmission (OR 1.31, 95% CI 1.09-1.56, P = .041), 90-day readmission (OR 1.41, 95% CI 1.26-1.71, P = .023), and extended length of stay (≥3 days; OR 1.52, 95% CI 1.22-1.81, P < .001). CONCLUSION THA in rural patients is associated with increased cost, healthcare utilization, and complications compared to urban patients. Standardization between geographic areas could reduce this discrepancy.
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Affiliation(s)
- Matthew S Broggi
- Department of Orthopaedic Surgery, Emory University, Atlanta, GA
| | - Philip O Oladeji
- Department of Orthopaedic Surgery, Emory University, Atlanta, GA
| | | | - Jacob M Wilson
- Department of Orthopaedic Surgery, Emory University, Atlanta, GA
| | | | - Greg A Erens
- Department of Orthopaedic Surgery, Emory University, Atlanta, GA
| | - George N Guild
- Department of Orthopaedic Surgery, Emory University, Atlanta, GA
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Resad Ferati S, Parisien RL, Joslin P, Knapp B, Li X, Curry EJ. Socioeconomic Status Impacts Access to Orthopaedic Specialty Care. JBJS Rev 2022; 10:01874474-202202000-00007. [PMID: 35171876 DOI: 10.2106/jbjs.rvw.21.00139] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
» Financial, personal, and structural barriers affect access to all aspects of orthopaedic specialty care. » Disparities in access to care are present across all subspecialties of orthopaedic surgery in the United States. » Improving timely access to care in orthopaedic surgery is crucial for both health equity and optimizing patient outcomes. » Options for improving orthopaedic access include increasing Medicaid/Medicare payments to physicians, providing secondary resources to assist patients with limited finances, and reducing language barriers in both clinical care and patient education.
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Affiliation(s)
- Sehar Resad Ferati
- Department of Orthopaedic Surgery, Boston University School of Medicine, Boston, Massachusetts
| | - Robert L Parisien
- Department of Orthopaedic Surgery, Harvard Medical School, Boston, Massachusetts
| | - Patrick Joslin
- Department of Orthopaedic Surgery, Boston University School of Medicine, Boston, Massachusetts
| | - Brock Knapp
- Department of Orthopaedic Surgery, Boston University School of Medicine, Boston, Massachusetts
| | - Xinning Li
- Department of Orthopaedic Surgery, Boston University School of Medicine, Boston, Massachusetts
| | - Emily J Curry
- Boston University School of Public Health, Boston, Massachusetts
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Joo B, Marquez J, Model G, Fan B, Osmotherly PG. Impact of a new post-operative care model in a rural hospital after total hip replacement and total knee replacement. Aust J Rural Health 2021; 30:115-122. [PMID: 34932241 DOI: 10.1111/ajr.12826] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 10/19/2021] [Accepted: 10/29/2021] [Indexed: 11/27/2022] Open
Abstract
PROBLEM The predicted global trend of increasing total hip replacement and total knee replacement numbers leads to a direct and growing impact on health care services. Models of care including 'fast-track' mobilisation after total hip replacement and total knee replacement have been reported to reduce length of stay. This has not been verified in rural settings. SETTING Armidale Rural Referral Hospital. KEY MEASURES FOR IMPROVEMENT The new post-operative care included early discharge planning with or without Day 0 mobilisation with aims to decrease hospital length of stay without affecting complication rates, compared to the conventional model of care. STRATEGIES FOR CHANGE Consistent communication and planning for early discharge occurred before and throughout admission and Day 0 mobilisation. EFFECTS OF CHANGE There was a statistically significantly less median length of stay following implementation of the new post-operative care model (3.24 vs 2.29 days [P < .01]). There was no statistically significant difference in complications or readmissions following the change. Those who were allocated to mobilise on Day 0 had a lesser median length of stay than those who did not (2.40 vs 2.27 days, P = .03). LESSONS LEARNT Our results indicate that the new post-operative care model is safe and feasible for total knee replacement or total hip replacement patients in a rural setting and might reduce length of stay without compromising clinical outcomes.
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Affiliation(s)
- Baeho Joo
- Physiotherapy Department, Armidale Rural Referral Hospital, Armidale, NSW, Australia
| | - Jodie Marquez
- School of Health Sciences, The University of Newcastle, Callaghan, NSW, Australia
| | - Gemma Model
- Physiotherapy Department, Armidale Rural Referral Hospital, Armidale, NSW, Australia
| | - Bo Fan
- School of Health Sciences, The University of Newcastle, Callaghan, NSW, Australia
| | - Peter G Osmotherly
- School of Health Sciences, The University of Newcastle, Callaghan, NSW, Australia
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13
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Low Incidence of Asymptomatic Positive Patients Detected During Preoperative Testing for Total Joint Arthroplasty During the COVID-19 Pandemic. J Am Acad Orthop Surg 2021; 29:e1217-e1224. [PMID: 33539060 DOI: 10.5435/jaaos-d-20-01213] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Accepted: 01/17/2021] [Indexed: 02/01/2023] Open
Abstract
INTRODUCTION Although the pause in elective surgery was necessary to preserve healthcare resources at the height of the novel coronavirus disease 2019 (COVID-19) pandemic, recent data have highlighted the worsening pain, decline in physical activity, and increase in anxiety among cancelled total hip and knee arthroplasty patients. The purpose of this study was to evaluate the effectiveness of our staged reopening protocol and the incidence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) among elective arthroplasty patients. METHODS We identified all elective hip and knee arthroplasty patients who underwent our universal COVID-19 testing protocol during our phased reopening between May 1, 2020, and July 21, 2020, at our institution. We recorded the SARS-CoV-2 test results of each patient along with their demographics, medical comorbidities, and symptoms at the time of testing. We followed each of these positive patients through their rescheduled cases and recorded any complications or potential SARS-CoV-2 healthcare exposures. RESULTS Of the 2,329 patients, we identified five patients (0.21%) with a reverse transcription-polymerase chain reaction--confirmed SARS-CoV-2 positive test, none with symptoms. All patients were successfully rescheduled and underwent their elective arthroplasty procedure within 6 weeks of their original surgery date. None of these patients experienced a perioperative complication at the time of their rescheduled arthroplasty procedure. No orthopaedic surgeon or staff member caring for these patients reported a positive SARS-CoV-2 test. CONCLUSION Our phased reopening protocol with universal preoperative virus testing was safe and identified a low incidence of SARS-CoV-2 among asymptomatic, elective arthroplasty patients at our institution. With uncertainty regarding the trajectory of the COVID-19 pandemic, we hope that this research can guide future policy decisions regarding elective surgery.
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Abstract
IMPORTANCE Rates of total knee arthroplasty vary widely across the United States. Whether this variation is associated with differences in patient characteristics or physician practice is unknown. OBJECTIVES To determine regional variations in rates of total knee arthroplasty after accounting for the prevalence of knee arthritis and other potentially associated patient risk factors and to assess the correlation of these variations with measures of access to care and surgical indications. DESIGN, SETTING, AND PARTICIPANTS This retrospective national cohort study used Medicare data on more than 24 million deidentified beneficiaries annually from 2011 to 2015. Individuals included had fee-for-service coverage, were 65 to 89 years of age, and resided in 1 of 306 health referral regions. Data were analyzed from September 13, 2018, to August 15, 2019. MAIN OUTCOMES AND MEASURES Rate of primary total knee arthroplasty indexed to the national rate using observed to expected ratios. The expected numbers of arthroplasty procedures were derived from estimates based on beneficiaries' demographic and clinical characteristics. Observed to expected ratios were confounded by race/ethnicity; thus race/ethnicity-stratified analyses were conducted. RESULTS In 2011, there were 218 282 total knee arthroplasty procedures among 24 583 706 white Medicare beneficiaries (mean [SD] age 74.2 [6.9] years; 54.6% women). The rate of arthroplasty during the study period (5 years) was 9.3 per 1000 person-years. Adjustment for clinical characteristics reduced the spread in observed to expected ratios among regions by 29% compared with adjustment for age and sex alone. However, substantial variation remained, with observed to expected ratios that ranged from 0.61 in Newark, New Jersey, to 1.82 in Idaho Falls, Idaho. High ratios were primarily present in the upper Midwest, Great Plains, and Mountain West regions. Higher ratios were associated with regions where beneficiaries had fewer outpatient visits (Spearman correlation [r], -0.64; 95% CI, -0.70 to -0.56) and with regions having more surgeons per capita who performed knee arthroplasty (r = 0.27; 95% CI, 0.16-0.37). Higher ratios were associated with higher rates of arthroplasty procedures among beneficiaries with dementia (r = 0.36; 95% CI, 0.25-0.46), peripheral vascular disease (r = 0.52; 95% CI, 0.42-0.61), and skin ulcers (r = 0.43; 95% CI, 0.32-0.53), which are relative contraindications to arthroplasty. CONCLUSIONS AND RELEVANCE Substantial regional variation in rates of total knee arthroplasty remained after adjustment for patient characteristics. Coexistence of high observed to expected ratios and high rates among patients at greater surgical risk suggested overuse of knee arthroplasty in some regions.
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Affiliation(s)
- Michael M. Ward
- National Institute of Arthritis and Musculoskeletal and Skin Diseases, National Institutes of Health, Bethesda, Maryland
| | - Abhijit Dasgupta
- National Institute of Arthritis and Musculoskeletal and Skin Diseases, National Institutes of Health, Bethesda, Maryland
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15
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Fang C, Lim SJ, Tybor DJ, Martin J, Pevear ME, Smith EL. Factors Determining Home Versus Rehabilitation Discharge Following Primary Total Joint Arthroplasty for Patients Who Live Alone. Geriatrics (Basel) 2020; 5:geriatrics5010007. [PMID: 32059537 PMCID: PMC7151032 DOI: 10.3390/geriatrics5010007] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2019] [Revised: 02/11/2020] [Accepted: 02/11/2020] [Indexed: 12/27/2022] Open
Abstract
Patients who are discharged home following primary hip and knee arthroplasty have lower associated costs and better outcomes than patients who are discharged to skilled nursing facilities (SNFs). However, patients who live alone are more likely to be discharged to an SNF. We studied the factors that determine the discharge destination for patients who live alone after total joint arthroplasty (TJA) at an urban tertiary care academic hospital between April 2016 and April 2017. We identified 127 patients who lived alone: 79 (62.2%) were sent home, and 48 (37.8%) were sent to an SNF after surgery. Patients who went home versus to an SNF differed in age, employment status, exercise/active status, patient expectation of discharge to an SNF, ASA score, and the length of stay. After controlling for expectations of discharge to an SNF (OR: 28.98), patients who were younger (OR: 0.03) and employed (OR: 6.91) were more likely to be discharged home. In conclusion, the expectation of discharge location was the strongest predictor of discharge to an SNF even after controlling for age and employment. Future research should include a multi-hospital approach to strengthen the validity of our findings and investigate additional factors that impact discharge destination.
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Affiliation(s)
- Christopher Fang
- Boston University School of Medicine, Boston, MA 02118, USA; (C.F.); (S.J.L.)
| | - Sara J. Lim
- Boston University School of Medicine, Boston, MA 02118, USA; (C.F.); (S.J.L.)
| | - David J. Tybor
- Department of Public Health and Community Medicine, Tufts University School of Medicine, Boston, MA 02111, USA;
| | | | - Mary E. Pevear
- Department of Orthopedic Surgery, Boston Medical Center, 725 Albany St, Boston, MA 02118, USA;
| | - Eric L. Smith
- New England Baptist Hospital, 125 Parker Hill Ave, Boston, MA 02120, USA
- Correspondence:
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de Jager E, Levine AA, Udyavar NR, Burstin HR, Bhulani N, Hoyt DB, Ko CY, Weissman JS, Britt LD, Haider AH, Maggard-Gibbons MA. Disparities in Surgical Access: A Systematic Literature Review, Conceptual Model, and Evidence Map. J Am Coll Surg 2020; 228:276-298. [PMID: 30803548 DOI: 10.1016/j.jamcollsurg.2018.12.028] [Citation(s) in RCA: 99] [Impact Index Per Article: 24.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2018] [Revised: 12/13/2018] [Accepted: 12/13/2018] [Indexed: 01/17/2023]
Affiliation(s)
- Elzerie de Jager
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School and Harvard School of Public Health, Boston, MA; College of Medicine and Dentistry, James Cook University, Townsville, Queensland, Australia
| | - Adele A Levine
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School and Harvard School of Public Health, Boston, MA
| | - N Rhea Udyavar
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School and Harvard School of Public Health, Boston, MA
| | | | - Nizar Bhulani
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School and Harvard School of Public Health, Boston, MA
| | | | - Clifford Y Ko
- American College of Surgeons, Chicago, IL; Department of Surgery, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA; Department of Surgery, VA Greater Los Angeles Healthcare System, Los Angeles, CA
| | - Joel S Weissman
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School and Harvard School of Public Health, Boston, MA
| | - L D Britt
- Department of Surgery, Eastern Virginia Medical School, Norfolk, VA
| | - Adil H Haider
- Center for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School and Harvard School of Public Health, Boston, MA
| | - Melinda A Maggard-Gibbons
- Department of Surgery, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA.
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Does face-to-face pre-operative joint replacement education reduce hospital costs in a regional Australian hospital? A descriptive retrospective clinical audit. EUROPEAN JOURNAL OF ORTHOPAEDIC SURGERY AND TRAUMATOLOGY 2019; 30:257-265. [PMID: 31612317 DOI: 10.1007/s00590-019-02548-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/19/2019] [Accepted: 09/06/2019] [Indexed: 10/25/2022]
Abstract
OBJECTIVE To evaluate whether attending a face-to-face pre-operative joint replacement education in a regional setting reduces overall hospital costs and length of stay (LOS) following total knee replacement (TKR) or total hip replacement (THR). METHODS A retrospective clinical audit reviewed the medical records of all patients who underwent an elective THR or TKR at Rockhampton Hospital in regional Queensland, Australia, between 03/2015 and 12/2016 (22 months). The pre-operative joint replacement education class was provided by a multidisciplinary team that included a physiotherapist, an occupational therapist, a dietician, a pharmacist and a social worker. In addition to demographic data, we extracted and analysed data related to total acute care and total healthcare cost, prevalence of post-operative complications, discharge destination and comorbidities (using the Functional Comorbidity Index). RESULTS Out of 326 cases that were included in the analysis, 115 cases with TKR and 51 cases with THR attended a pre-operative education class. Demographic characteristics between those attending and not attending the class were largely similar, except from more females attending in the THR group. There was no difference in hospital costs or LOS between those who attended the class compared to those who did not for both the TKR and THR groups. Outcomes related to total acute stay costs, total cost including travel and education and score for Functional Comorbidities Index were similar between those who attended the class and those who did not. CONCLUSION Pre-operative education does not reduce hospital costs (surgery and hospital stay) in Central Queensland.
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Age-Related Decline in Patient-Reported Outcomes 2 and 5 Years Following Total Hip Arthroplasty. J Arthroplasty 2019; 34:1999-2005. [PMID: 30979671 DOI: 10.1016/j.arth.2019.02.023] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2018] [Revised: 02/07/2019] [Accepted: 02/12/2019] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND Patient-reported outcome measures (PROMs) help assess therapeutic effectiveness. This study assessed the effect of advanced age on the Hip Disability and Osteoarthritis Outcome Score (HOOS) and Lower Extremity Activity Scale (LEAS) after total hip arthroplasty (THA). METHODS A prospective cohort of patients underwent primary THA at our institution between May 2007 and December 2011. Exposure was age at the time of surgery and outcomes were HOOS and LEAS scores 2 and 5 years postsurgery. We used a multivariable longitudinal generalized estimating equation to elucidate the effect of age on PROM scores. RESULTS Our analysis of 3700 THA patients (mean age, 66 years; 56.4% female) demonstrated a decline in scores by age for the LEAS, HOOS Activities of Daily Living, and HOOS Sport and Recreation domains. There was also association between age and HOOS Symptoms and HOOS Quality of Life domains, but not between age and the HOOS Pain domain. Critical ages at which the relationship between age and outcome changed was 63 years for the HOOS Pain, Symptom, Activities of Daily Living, and Quality of Life domains, and 72 years for the HOOS Sport and Recreation domain and the LEAS. CONCLUSION Patients undergoing THA at older ages reported lower activity and sports and recreation scores than younger patients, but similar pain, symptoms, and quality of life scores. This knowledge can help physicians guide patients' expectations before THA. Our findings also indicate that PROM scores should be age adjusted when used for quality or value comparisons between hospitals or physicians.
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Walsh ME, Boland F, O’Byrne JM, Fahey T. Geographical variation in musculoskeletal surgical care in public hospitals in Ireland: a repeated cross-sectional study. BMJ Open 2019; 9:e028037. [PMID: 31142532 PMCID: PMC6549729 DOI: 10.1136/bmjopen-2018-028037] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
OBJECTIVE To examine the extent of geographical variation across musculoskeletal surgical procedures and associated factors in Ireland. DESIGN Repeated cross-sectional study. SETTING 36 public hospitals in Ireland. PARTICIPANTS Adult admissions for hip fracture, hip and knee replacement, knee arthroscopy and lumbar spine interventions over 5 years (2012-2016). PRIMARY OUTCOME MEASURE Standardised discharge rate (SDR). ANALYSIS Age and sex SDRs were calculated for 21 geographical areas. Extremal quotients, coefficients of variation and systematic components of variance were calculated. Linear regression analyses were conducted exploring the relationship between SDRs and year, unemployment, % urban population, number of referral hospitals, % on waiting lists>6 months and % with private health insurance for each procedure. RESULTS Across 36 public hospitals, n=102 756 admissions were included. Hip fracture repair showed very low variation. Elective hip and knee procedures showed high variation in particular years, while variation for lumbar interventions was very high. Knee arthroscopy rates decreased over time. Higher unemployment was associated with knee and hip replacement rates and urban areas had lower hip replacement rates. Spinal procedure rates were associated with a lower number of referral hospitals in a region and spinal injection rates were associated with shorter waiting lists. A higher proportion of patients having private health insurance was associated with higher rates of hip and knee replacement and lumbar spinal procedures. CONCLUSIONS Variation and factors associated with SDRs for publicly funded hip and knee procedures are consistent with similar international research in this field. Further research should explore reasons for high rates of spinal injections and the impact of private practice on musculoskeletal procedure variation.
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Affiliation(s)
- Mary E Walsh
- HRB Centre for Primary Care Research, Department of General Practice, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Fiona Boland
- HRB Centre for Primary Care Research, Department of General Practice, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - John M O’Byrne
- Professorial Unit, RCSI at Cappagh National Orthopaedic Hospital, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Tom Fahey
- HRB Centre for Primary Care Research, Department of General Practice, Royal College of Surgeons in Ireland, Dublin, Ireland
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Chaudhary MA, Shah AA, Zogg CK, Changoor N, Chao G, Nitzschke S, Havens JM, Haider AH. Differences in rural and urban outcomes: a national inspection of emergency general surgery patients. J Surg Res 2017; 218:277-284. [DOI: 10.1016/j.jss.2017.06.034] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2017] [Revised: 05/20/2017] [Accepted: 06/15/2017] [Indexed: 10/19/2022]
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Inneh IA, Clair AJ, Slover JD, Iorio R. Disparities in Discharge Destination After Lower Extremity Joint Arthroplasty: Analysis of 7924 Patients in an Urban Setting. J Arthroplasty 2016; 31:2700-2704. [PMID: 27378643 DOI: 10.1016/j.arth.2016.05.027] [Citation(s) in RCA: 62] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2016] [Revised: 05/04/2016] [Accepted: 05/09/2016] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND Discharge destination is an important factor to consider to maximize care coordination and manage patient expectations after total joint arthroplasty (TJA). It also has significant impact on the cost-effectiveness of these procedures given the significant cost of post-acute inpatient care. Therefore, understanding factors that impact discharge destination after TJA is critical. METHODS An evaluation of socioeconomic, geographic, and racial/ethnic factors associated with discharge destination to either home or institution (ie, rehabilitation, skilled nursing facility, and so forth) following joint arthroplasty of the lower extremity was conducted. We analyzed data on patients admitted between 2011 and 2014 for primary or revision hip or knee arthroplasty at a single institution. Bivariate and multivariate statistical techniques were applied to determine associations. RESULTS Included in the analysis were 7924 cases of lower extremity joint procedures, of which 4836 (61%), 785 (10%), and 2770 (35%) were of female gender, low socioeconomic status, and nonwhite race/ethnicity, respectively. A total of 5088 (64%) and 2836 (36%) cases were discharged to home and institution, respectively. Significant predictors of discharge to an institution in the multivariate analysis include SES (low and middle SES [odds ratio {OR}: 1.27, 95% confidence interval {CI}: 1.02-1.57, P = .029; and OR: 1.26, 95% CI: 1.10-1.44, P = .001]), age (OR: 1.05, 95% CI: 1.049-1.060, P < .001), female gender (OR: 1.69, 95% CI: 1.52-1.89, P < .001) and TKA procedure (OR: 1.48, 95% CI: 1.33-1.64, P < .001). Patients of nonblack race/ethnicity were more likely to be discharged home (white OR: 0.84, 95% CI: 0.72-0.98, P = .027; other OR: 0.80, 95% CI: 0.67-0.95, P = .009). CONCLUSION Socioeconomic status and race/ethnicity are important factors related to discharge destination following TJA. Thoroughly understanding and addressing these factors may help increase the rates of discharge to home as opposed to institution.
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Affiliation(s)
- Ifeoma A Inneh
- Department of Orthopaedic Surgery, Hospital for Joint Diseases, NYU Langone Medical Center, New York, New York; Department of Public Health and Policy, School of Medicine, University of Liverpool, Liverpool, United Kingdom
| | - Andrew J Clair
- Department of Orthopaedic Surgery, Hospital for Joint Diseases, NYU Langone Medical Center, New York, New York
| | - James D Slover
- Department of Orthopaedic Surgery, Hospital for Joint Diseases, NYU Langone Medical Center, New York, New York
| | - Richard Iorio
- Department of Orthopaedic Surgery, Hospital for Joint Diseases, NYU Langone Medical Center, New York, New York
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Brennan-Olsen SL, Page RS, Lane SE, Lorimer M, Buchbinder R, Osborne RH, Pasco JA, Wluka AE, Sanders KM, Ebeling PR, Graves SE. Few geographic and socioeconomic variations exist in primary total shoulder arthroplasty: a multi-level study of Australian registry data. BMC Musculoskelet Disord 2016; 17:291. [PMID: 27421770 PMCID: PMC4947280 DOI: 10.1186/s12891-016-1134-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2015] [Accepted: 06/17/2016] [Indexed: 11/17/2022] Open
Abstract
Background Associations between socioeconomic position (SEP) and the uptake of primary total shoulder arthroplasty (TSA) is not well understood in the Australian population, thus potentially limiting equitable allocation of healthcare resources. We used the Australian Orthopaedic Association National Joint Replacement Registry (AOA NJRR) to examine whether geographic or socioeconomic variations exist in TSA performed for a diagnosis of osteoarthritis 2007–11 for all Australians aged ≥40 years. Methods Primary anatomical and reverse TSA data were extracted from the AOA NJRR which captures >99 % of all TSA nationally. Residential addresses were cross-referenced to Australian Bureau of Statistics 2011 Census data to identify SEP measured at the area-level (categorised into deciles), and geographic location defined as Australian State/Territory of residence. We used a Poisson distribution for the number of TSA over the study period, and modelled the effects of age, SEP and geographic location using multilevel modelling. Results During 2007–11, we observed 6,123 TSA (62.2 % female). For both sexes, TSA showed a proportional increase with advancing age. TSA did not vary by SEP or geographic location, with the exception of greater TSA among men in New South Wales. Conclusions Using a national registry approach we provide the first reliable picture of TSA at a national level. The uptake of TSA was equitable across SEP; however, there was some variation between the States/Territories. With an aging population, it is imperative that monitoring of major surgical procedures continues, and be focused toward determining whether TSA uptake correlates with need across different social and area-based groups.
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Affiliation(s)
- Sharon L Brennan-Olsen
- School of Medicine, Deakin University, Geelong, Australia. .,Australian Institute for Musculoskeletal Sciences, The University of Melbourne, St Albans, Australia. .,Institute for Health and Ageing, Australian Catholic University, Melbourne, Australia. .,Epi-Centre for Healthy Aging, IMPACT Strategic Research Centre, Deakin University, (Barwon Health), PO Box 281, Geelong, VIC, 3220, Australia.
| | - Richard S Page
- School of Medicine, Deakin University, Geelong, Australia.,Barwon Orthopaedic Research Unit, Barwon Health, Geelong, Australia
| | - Stephen E Lane
- School of Medicine, Deakin University, Geelong, Australia.,Barwon Health Biostatistics Unit, Barwon Health, University Hospital, Geelong, Australia.,School of BioSciences, University of Melbourne, Melbourne, Australia
| | - Michelle Lorimer
- Australian Orthopaedic Association Joint Replacement Registry, Adelaide, Australia
| | - Rachelle Buchbinder
- Department of Epidemiology and Preventive Medicine, Monash University, Alfred Centre, Melbourne, Australia.,Monash Department of Clinical Epidemiology, Cabrini Hospital, Malvern, Australia
| | - Richard H Osborne
- School of Health and Social Development, Deakin University, Melbourne, Australia.,NorthWest Academic Centre, Department of Medicine, The University of Melbourne, St Albans, Australia
| | - Julie A Pasco
- School of Medicine, Deakin University, Geelong, Australia.,NorthWest Academic Centre, Department of Medicine, The University of Melbourne, St Albans, Australia
| | - Anita E Wluka
- Department of Epidemiology and Preventive Medicine, Monash University, Alfred Centre, Melbourne, Australia
| | - Kerrie M Sanders
- Australian Institute for Musculoskeletal Sciences, The University of Melbourne, St Albans, Australia.,Institute for Health and Ageing, Australian Catholic University, Melbourne, Australia.,NorthWest Academic Centre, Department of Medicine, The University of Melbourne, St Albans, Australia
| | - Peter R Ebeling
- Australian Institute for Musculoskeletal Sciences, The University of Melbourne, St Albans, Australia.,NorthWest Academic Centre, Department of Medicine, The University of Melbourne, St Albans, Australia.,Department of Medicine, Monash University, Melbourne, Australia
| | - Stephen E Graves
- Australian Orthopaedic Association Joint Replacement Registry, Adelaide, Australia
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Does rural residence impact total ankle arthroplasty utilization and outcomes? Clin Rheumatol 2015; 35:381-6. [DOI: 10.1007/s10067-015-2908-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2014] [Revised: 02/16/2015] [Accepted: 02/18/2015] [Indexed: 01/12/2023]
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Brennan SL, Lane SE, Lorimer M, Buchbinder R, Wluka AE, Page RS, Osborne RH, Pasco JA, Sanders KM, Cashman K, Ebeling PR, Graves SE. Associations between socioeconomic status and primary total knee joint replacements performed for osteoarthritis across Australia 2003-10: data from the Australian Orthopaedic Association National Joint Replacement Registry. BMC Musculoskelet Disord 2014; 15:356. [PMID: 25348054 PMCID: PMC4223827 DOI: 10.1186/1471-2474-15-356] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2014] [Accepted: 10/17/2014] [Indexed: 02/01/2023] Open
Abstract
Background Relatively little is known about the social distribution of total knee joint replacement (TKR) uptake in Australia. We examine associations between socioeconomic status (SES) and TKR performed for diagnosed osteoarthritis 2003–10 for all Australian males and females aged ≥30 yr. Methods Data of primary TKR (n = 213,018, 57.4% female) were ascertained from a comprehensive national joint replacement registry. Residential addresses were matched to Australian Census data to identify area-level social disadvantage, and categorised into deciles. Estimated TKR rates were calculated. Poisson regression was used to model the relative risk (RR) of age-adjusted TKR per 1,000py, stratified by sex and SES. Results A negative relationship was observed between TKR rates and SES deciles. Females had a greater rate of TKR than males. Surgery utilisation was greatest for all adults aged 70-79 yr. In that age group differences in estimated TKR per 1,000py between deciles were greater for 2010 than 2003 (females: 2010 RR 4.32 and 2003 RR 3.67; males: 2010 RR 2.04 and 2003 RR 1.78). Conclusions Identifying factors associated with TKR utilisation and SES may enhance resource planning and promote surgery utilisation for end-stage osteoarthritis. Electronic supplementary material The online version of this article (doi:10.1186/1471-2474-15-356) contains supplementary material, which is available to authorized users.
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Dowsey MM, Petterwood J, Lisik JP, Gunn J, Choong PF. Prospective analysis of rural-urban differences in demographic patterns and outcomes following total joint replacement. Aust J Rural Health 2014; 22:241-8. [DOI: 10.1111/ajr.12100] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/13/2014] [Indexed: 10/24/2022] Open
Affiliation(s)
- Michelle M. Dowsey
- Department of Orthopaedics; St. Vincent's Hospital Melbourne; University of Melbourne; Melbourne Victoria Australia
- Department of Surgery; St. Vincent's Hospital Melbourne; University of Melbourne; Melbourne Victoria Australia
| | - Joshua Petterwood
- Department of Orthopaedics; St. Vincent's Hospital Melbourne; University of Melbourne; Melbourne Victoria Australia
- Department of Surgery; St. Vincent's Hospital Melbourne; University of Melbourne; Melbourne Victoria Australia
| | - James P. Lisik
- Department of Orthopaedics; St. Vincent's Hospital Melbourne; University of Melbourne; Melbourne Victoria Australia
- Department of Surgery; St. Vincent's Hospital Melbourne; University of Melbourne; Melbourne Victoria Australia
| | - Jane Gunn
- Primary Care Research; University of Melbourne; Melbourne Victoria Australia
| | - Peter F.M. Choong
- Department of Surgery; St. Vincent's Hospital Melbourne; University of Melbourne; Melbourne Victoria Australia
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Canizares M, Davis AM, Badley EM. The pathway to orthopaedic surgery: a population study of the role of access to primary care and availability of orthopaedic services in Ontario, Canada. BMJ Open 2014; 4:e004472. [PMID: 25082417 PMCID: PMC4120425 DOI: 10.1136/bmjopen-2013-004472] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
OBJECTIVE To examine the impact of access to primary care physicians (PCPs), geographic availability of orthopaedic surgeons, socioeconomic status (SES), proportion of older population (≥65 years) and proportion of rural population on orthopaedic surgeon office visits and orthopaedic surgery. DESIGN Population multilevel study. SETTING Ontario, Canada. PARTICIPANTS Ontario residents 18 years or older who had visits to orthopaedic surgeons or an orthopaedic surgery for musculoskeletal disorders in 2007/2008. PRIMARY AND SECONDARY OUTCOMES Office visits to orthopaedic surgeons and orthopaedic surgery. RESULTS Access to PCPs and the index of geographic availability of orthopaedic surgeons, but not SES, were significantly associated with orthopaedic surgeon office visits. There was a significant interaction between access to PCPs and orthopaedic surgeon geographic availability for the rate of office visits, with access to PCPs being more important in areas of low geographic availability of orthopaedic surgeons. After controlling for office visits with orthopaedic surgeons, the index of geographic availability of orthopaedic surgeons was no longer significantly associated with orthopaedic surgery. CONCLUSIONS The findings suggest that, particularly, in areas with low access to PCPs or with fewer available orthopaedic surgeons, residents are less likely to have orthopaedic surgeon office visits and in turn are less likely to receive surgery. Efforts to address adequate access to orthopaedic surgery should also include improving and facilitating access to PCPs for referral, particularly in geographic areas with low orthopaedic surgeon availability.
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Affiliation(s)
- Mayilee Canizares
- The Arthritis Community Research and Evaluation Unit, Division of Health Care and Outcomes Research, Toronto Western Research Institute, Toronto, Ontario, Canada
- Institute of Medical Sciences, University of Toronto, Toronto, Ontario, Canada
| | - Aileen M Davis
- The Arthritis Community Research and Evaluation Unit, Division of Health Care and Outcomes Research, Toronto Western Research Institute, Toronto, Ontario, Canada
- Department of Physical Therapy, Rehabilitation Science, University of Toronto, Toronto, Ontario, Canada
- Department of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
| | - Elizabeth M Badley
- The Arthritis Community Research and Evaluation Unit, Division of Health Care and Outcomes Research, Toronto Western Research Institute, Toronto, Ontario, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
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Krupic F, Garellick G, Gordon M, Kärrholm J. Different patient-reported outcomes in immigrants and patients born in Sweden: 18,791 patients with 1 year follow-up in the Swedish Hip Arthroplasty Registry. Acta Orthop 2014; 85:221-8. [PMID: 24803309 PMCID: PMC4062786 DOI: 10.3109/17453674.2014.919556] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023] Open
Abstract
BACKGROUND AND PURPOSE Some patients have persistent symptoms after total hip arthroplsty (THA). We investigated whether the proportions of inferior clinical results after total hip arthroplasty-according to the 5 dimensions in the EQ-5D form, and pain and satisfaction according to a visual analog scale (VAS)-are the same in immigrants to Sweden as observed in those born in Sweden. METHODS Records of total hip arthroplasties performed between 1992 and 2007 were retrieved from the Swedish Hip Arthroplasty Register (SHAR) and cross-matched with data from the National Board of Health and Welfare and also Statistics, Sweden. 18,791 operations (1,451 in immigrants, 7.7%) were eligible for analysis. Logistic and linear regression models including age, sex, diagnosis, type of fixation, comorbidity, surgical approach, marital status, and education level were analyzed. Outcomes were the 5 dimensions in EQ-5D, EQ-VAS, VAS pain, and VAS satisfaction. Preoperative data and data from 1 year postoperatively were studied. RESULTS Preoperatively (and after inclusion of covariates in the regression models), all immigrant groups had more negative interference concerning self-care. Immigrants from the Nordic countries outside Sweden and Europe tended to have more problems with their usual activities and patients from Europe and outside Europe more often reported problems with anxiety/depression. Patients born abroad showed an overall tendency to report more pain on the VAS than patients born in Sweden. After the operation, the immigrant groups reported more problems in all the EQ-5D dimensions. After adjustment for covariates including the preoperative baseline value, most of these differences remained except for pain/discomfort and-concerning immigrants from the Nordic countries-also anxiety/depression. After the operation, pain according to VAS had decreased substantially in all groups. The immigrant groups indicated more pain than those born in Sweden, both before and after adjustment for covariates. CONCLUSION The frequency of patients who reported moderate to severe problems, both before and 1 year after the operation, differed for most of the dimensions in EQ-5D between patients born in Sweden and those born outside Sweden.
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Affiliation(s)
- Ferid Krupic
- Department of Orthopaedics, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg,The Swedish Hip Arthroplasty Register, Registercentrum VGR, Gothenburg, Sweden
| | - Göran Garellick
- Department of Orthopaedics, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg,The Swedish Hip Arthroplasty Register, Registercentrum VGR, Gothenburg, Sweden
| | - Max Gordon
- Department of Clinical Sciences at Danderyd Hospital, Karolinska Institutet, Stockholm
| | - Johan Kärrholm
- Department of Orthopaedics, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg,The Swedish Hip Arthroplasty Register, Registercentrum VGR, Gothenburg, Sweden
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Dy CJ, Marx RG, Bozic KJ, Pan TJ, Padgett DE, Lyman S. Risk factors for revision within 10 years of total knee arthroplasty. Clin Orthop Relat Res 2014; 472:1198-207. [PMID: 24347046 PMCID: PMC3940740 DOI: 10.1007/s11999-013-3416-6] [Citation(s) in RCA: 87] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2013] [Accepted: 11/27/2013] [Indexed: 01/31/2023]
Abstract
BACKGROUND An in-depth understanding of risk factors for revision TKA is needed to minimize the burden of revision surgery. Previous studies indicate that hospital and community characteristics may influence outcomes after TKA, but a detailed investigation in a diverse population is warranted to identify opportunities for quality improvement. QUESTIONS/PURPOSES We asked: (1) What is the frequency of revision TKA within 10 years of primary arthroplasty? (2) Which patient demographic factors are associated with revision within 10 years of TKA? (3) Which community and institutional characteristics are associated with revision within 10 years of TKA? METHODS We identified 301,955 patients who underwent primary TKAs in New York or California from 1997 to 2005 from statewide databases. Identifier codes were used to determine whether they underwent revision TKA. Patient, community, and hospital characteristics were analyzed using multivariable regression modeling to determine predictors for revision. RESULTS The frequency of revision was 4.0% at 5 years after the index arthroplasty and 8.9% at 9-years. Patients between 50 and 75 years old had a lower risk of revision than patients younger than 50 years (hazard ratio [HR], 0.47; 95% CI, 0.44, 0.50). Black patients were at increased risk for needing revision surgery (HR, 1.39; 95% CI, 1.29, 1.49) after adjustment for insurance type, poverty level, and education. Women (HR, 0.82; 95% CI, 0.79, 0.86) and Medicare recipients (HR, 0.82; 95% CI, 0.79, 0.86) were less likely to undergo revision surgery, whereas those from the most educated (HR, 1.09; 95% CI, 1.02, 1.16) and the poorest communities (HR, 1.08; 95% CI, 1.01, 1.15) had modest increases in risk of revision. Mid-volume hospitals (200-400 annual cases) had a reduction of early revision (HR, 0.91; 95% CI, 0.83, 0.99) compared with those performing less than 200 cases annually, whereas higher-volume hospitals (greater than 400 cases) showed little effect compared with low-volume hospitals. CONCLUSIONS Patient, community, and institutional characteristics affect the risk for revision within 10 years of index TKA. These data can be used to develop process improvement and implant surveillance strategies among high-risk patients. LEVEL OF EVIDENCE Level III, therapeutic study. See the Instructions for Authors for a complete description of levels of evidence.
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Affiliation(s)
- Christopher J. Dy
- />Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, NY USA
- />Epidemiology and Biostatistics Core, Hospital for Special Surgery, 535 E 70th Street, New York, NY 10021 USA
| | - Robert G. Marx
- />Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, NY USA
| | - Kevin J. Bozic
- />Department of Orthopaedic Surgery and Philip R. Lee Institute for Health Policy Studies, University of California San Francisco, San Francisco, CA USA
| | - Ting Jung Pan
- />Epidemiology and Biostatistics Core, Hospital for Special Surgery, 535 E 70th Street, New York, NY 10021 USA
| | - Douglas E. Padgett
- />Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, NY USA
| | - Stephen Lyman
- />Epidemiology and Biostatistics Core, Hospital for Special Surgery, 535 E 70th Street, New York, NY 10021 USA
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Kim SJ, Park EC, Jang SI, Lee M, Kim TH. An analysis of the inpatient charge and length of stay for patients with joint diseases in Korea: specialty versus small general hospitals. Health Policy 2013; 113:93-9. [PMID: 24139937 DOI: 10.1016/j.healthpol.2013.09.013] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2013] [Revised: 09/16/2013] [Accepted: 09/23/2013] [Indexed: 11/30/2022]
Abstract
In 2011, the Korean government designated hospitals with certain structural characteristics as specialty hospitals. This study compared the inpatient charges and length of stay of patients with joint diseases treated at these specialty hospitals with those of patients treated at small general hospitals. In addition, the study investigated whether the designation of certain hospitals as specialty hospitals had an effect on inpatient charges and length of stay. Multi-level models were used to perform regression analyses on inpatient claims data (N=268,809) for 2010-2012 because of the hierarchical structure of the data. The inpatient charge at specialty hospitals was 19% greater than that at small general hospitals, but the length of stay was 21% shorter. After adjusting for patient and hospital level confounders, specialty hospitals had a higher inpatient charge (34.6%) and a reduced length of stay (31.7%). However, the effect of specialty hospital designation on inpatient charge (2.7% higher) and length of stay (2.3% longer) was relatively smaller. Among the patient characteristics, female gender, age, and severity of illness were positively associated with inpatient charge and length of stay. In terms of location, hospitals in metropolitan area had higher inpatient charges (5.5%), but much shorter length of stay (-14%). Several structural factors, such as occupancy rate, bed size, number of outpatients and nurses were positively associated with both inpatient charges and length of stay. However, number of specialists was positively associated with inpatient charges, but negatively associated with length of stay. In sum, this study found that specialty hospitals treating joint diseases tend to incur higher charges but produce shorter length of stay, compared to their counterparts. Specialty hospitals' overcharging behaviors, although shorter length of stay, suggest that policy makers could introduce bundled payments for the joint procedures. To promote a successful specialty hospital system, a broader discussion and investigation that includes quality measures as well as real cost of care should be initiated.
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Affiliation(s)
- Sun Jung Kim
- Department of Public Health, Yonsei University College of Medicine, Republic of Korea; Institute of Health Services Research, Yonsei University College of Medicine, Republic of Korea
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Banerjee D, Illingworth KD, Novicoff WM, Scaife SL, Jones BK, Saleh KJ. Rural vs. urban utilization of total joint arthroplasty. J Arthroplasty 2013; 28:888-91. [PMID: 23541869 DOI: 10.1016/j.arth.2012.09.004] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2012] [Revised: 08/23/2012] [Accepted: 09/05/2012] [Indexed: 02/01/2023] Open
Abstract
The purpose of this study was to analyze the association between patient demographics and hospital demographics on utilization of total joint arthroplasty in rural and urban populations from the National Inpatient Sample database. Any patient that was discharged after a primary total hip or primary total knee arthroplasty was included in this study. Results showed that rural patients living in a Northeastern hospital region compared to West, less than 65 years of age, females, Blacks and Hispanics were less likely to undergo total joint arthroplasty compared to their urban counterparts. Rural patient were more likely to undergo total joint arthroplasty compared to their urban counterparts if they were in the Midwest and had Medicare as their primary payer provider.
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Affiliation(s)
- Devraj Banerjee
- Division of Orthopaedics and Rehabilitation, Department of Surgery, Southern Illinois University School of Medicine, Springfield, Illinois, USA
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Lavin R, Park J. A Characterization of Pain in Racially and Ethnically Diverse Older Adults. J Appl Gerontol 2012; 33:258-90. [DOI: 10.1177/0733464812459372] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
This article presents a critical review of the influence of interracial and ethnic variation on pain prevalence, intensity, interference/function/disability, and treatment in older adults. A search of scientific databases published from 1900 to 2011, using key words associated with pain, geriatrics, and race/ethnicity, identified 180 articles, of which 27 empirical studies met the inclusion criteria. Of the retained articles, 17 reported that race/ethnicity was a statistically significant factor at p < .05. Minority older adults reported a higher prevalence of pain and higher pain intensity, and variable responses regarding function/disability compared with responses by non-Hispanic White older adults. Minority older adults were less likely to receive prescription pharmacologic treatments and surgery, and they were more likely to use complementary and alternative medicine treatments. There are interracial/ethnic differences in pain assessment and treatment interventions among older adults.
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Affiliation(s)
- Robert Lavin
- University of Maryland School of Medicine & Baltimore VA Medical Center, Baltimore, MD, USA
| | - Juyoung Park
- Florida Atlantic University, Boca Raton, FL, USA
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Brennan SL, Stanford T, Wluka AE, Henry MJ, Page RS, Graves SE, Kotowicz MA, Nicholson GC, Pasco JA. Cross-sectional analysis of association between socioeconomic status and utilization of primary total hip joint replacements 2006-7: Australian Orthopaedic Association National Joint Replacement Registry. BMC Musculoskelet Disord 2012; 13:63. [PMID: 22546041 PMCID: PMC3403966 DOI: 10.1186/1471-2474-13-63] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2011] [Accepted: 04/30/2012] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND The utilization of total hip replacement (THR) surgery is rapidly increasing, however few data examine whether these procedures are associated with socioeconomic status (SES) within Australia. This study examined primary THR across SES for both genders for the Barwon Statistical Division (BSD) of Victoria, Australia. METHODS Using the Australian Orthopaedic Association National Joint Replacement Registry data for 2006-7, primary THR with a diagnosis of osteoarthritis (OA) among residents of the BSD was ascertained. The Index of Relative Socioeconomic Disadvantage was used to measure SES; determined by matching residential addresses with Australian Bureau of Statistics census data. The data were categorised into quintiles; quintile 1 indicating the most disadvantaged. Age- and sex-specific rates of primary THR per 1,000 person years were reported for 10-year age bands using the total population at risk. RESULTS Females accounted for 46.9% of the 642 primary THR performed during 2006-7. THR utilization per 1,000 person years was 1.9 for males and 1.5 for females. The highest utilization of primary THR was observed in those aged 70-79 years (males 6.1, and females 5.4 per 1,000 person years). Overall, the U-shaped pattern of THR across SES gave the appearance of bimodality for both males and females, whereby rates were greater for both the most disadvantaged and least disadvantaged groups. CONCLUSIONS Further work on a larger scale is required to determine whether relationships between SES and THR utilization for the diagnosis of OA is attributable to lifestyle factors related to SES, or alternatively reflects geographic and health system biases. Identifying contributing factors associated with SES may enhance resource planning and enable more effective and focussed preventive strategies for hip OA.
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Affiliation(s)
- Sharon L Brennan
- Barwon Epidemiology and Biostatistics Unit, Barwon Health, Deakin University, Kitchener House, PO Box 281, Geelong, Victoria, 3220, Australia
- North West Academic Centre, Department of Medicine, The University of Melbourne Western Health, 176 Furlong Rd, St Albans, VIC, 3021, Australia
| | - Tyman Stanford
- Data Management and Analysis Centre, Discipline of Public Health, University of Adelaide, MDP DX650, Adelaide, SA, 5005, Australia
| | - Anita E Wluka
- Department of Epidemiology and Preventive Medicine, Monash University, Alfred Centre, 89 Commercial Road, Melbourne, VIC, 3004, Australia
| | - Margaret J Henry
- Barwon Epidemiology and Biostatistics Unit, Barwon Health, Deakin University, Kitchener House, PO Box 281, Geelong, Victoria, 3220, Australia
| | - Richard S Page
- Barwon Orthopaedic Research Unit, Barwon Health, Ryrie Street, Geelong, VIC, 3220, Australia
| | - Stephen E Graves
- Australian Orthopaedic Association Joint Replacement Registry, MDP DX650, Adelaide, SA, 5005, Australia
| | - Mark A Kotowicz
- Department of Endocrinology and Diabetes, Barwon Health, Ryrie Street, Geelong, VIC, 3220, Australia
| | - Geoffrey C Nicholson
- Rural Clinical School, The University of Queensland, Locked Bag 9009, Toowoomba, DC QLD, 4350, Australia
| | - Julie A Pasco
- Barwon Epidemiology and Biostatistics Unit, Barwon Health, Deakin University, Kitchener House, PO Box 281, Geelong, Victoria, 3220, Australia
- North West Academic Centre, Department of Medicine, The University of Melbourne Western Health, 176 Furlong Rd, St Albans, VIC, 3021, Australia
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Freburger JK, Holmes GM, Ku LJE, Cutchin MP, Heatwole-Shank K, Edwards LJ. Disparities in post-acute rehabilitation care for joint replacement. Arthritis Care Res (Hoboken) 2011; 63:1020-30. [PMID: 21485020 DOI: 10.1002/acr.20477] [Citation(s) in RCA: 69] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECTIVE To determine the extent to which demographic and geographic disparities exist in the use of post-acute rehabilitation care (PARC) for joint replacement. METHODS We conducted a cross-sectional analysis of 2 years (2005 and 2006) of population-based hospital discharge data from 392 hospitals in 4 states (Arizona, Florida, New Jersey, and Wisconsin). A total of 164,875 individuals who were age ≥ 45 years, admitted to the hospital for a hip or knee joint replacement, and who survived their inpatient stay were identified. Three dichotomous dependent variables were examined: 1) discharge to home versus institution (i.e., skilled nursing facility [SNF] or inpatient rehabilitation facility [IRF]), 2) discharge to home with versus without home health (HH), and 3) discharge to an SNF versus an IRF. Multilevel logistic regression analyses were conducted to identify demographic and geographic disparities in PARC use, controlling for illness severity/comorbidities, hospital characteristics, and PARC supply. Interactions among race, socioeconomic, and geographic variables were explored. RESULTS Considering PARC as a continuum from more to less intensive care in regard to hours of rehabilitation per day (e.g., IRF→SNF→HH→no HH), the uninsured received less intensive care in all 3 models. Individuals receiving Medicaid and those of lower socioeconomic status received less intensive care in the HH versus no HH and SNF versus IRF models. Individuals living in rural areas received less intensive care in the institution versus home and HH versus no HH models. The effect of race was modified by insurance and by state. In most instances, minorities received less intensive care. PARC use varied by hospital. CONCLUSION Efforts to further understand the reasons behind these disparities and their effect on outcomes are needed.
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Affiliation(s)
- Janet K Freburger
- Sheps Center for Health Services Research, Universityof North Carolina at Chapel Hill, 725 Martin LutherKing, Jr. Boulevard, Chapel Hill, NC 27599-7590, USA.
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Hausmann LRM, Hanusa BH, Kresevic DM, Zickmund S, Ling BS, Gordon HS, Kwoh CK, Mor MK, Hannon MJ, Cohen PZ, Grant R, Ibrahim SA. Orthopedic communication about osteoarthritis treatment: Does patient race matter? Arthritis Care Res (Hoboken) 2011; 63:635-42. [PMID: 21225676 DOI: 10.1002/acr.20429] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
OBJECTIVE To understand racial disparities in the use of total joint replacement, we examined whether there were racial differences in patient-provider communication about treatment of chronic knee and hip osteoarthritis in a sample of African American and white patients referred to Veterans Affairs orthopedic clinics. METHODS Audio recorded visits between patients and orthopedic surgeons were coded using the Roter Interaction Analysis System and the Informed Decision-Making model. Racial differences in communication outcomes were assessed using linear regression models adjusted for study design, patient characteristics, and clustering by provider. RESULTS The sample (n = 402) included 296 white and 106 African American patients. Most patients were men (95%) and ages 50-64 years (68%). Almost half (41%) reported an income <$20,000. African American patients were younger and reported lower incomes than white patients. Visits with African American patients contained less discussion of biomedical topics (β = -9.14; 95% confidence interval [95% CI] -16.73, -1.54) and more rapport-building statements (β = 7.84; 95% CI 1.85, 13.82) than visits with white patients. However, no racial differences were observed with regard to length of visit, overall amount of dialogue, discussion of psychosocial issues, patient activation/engagement statements, physician verbal dominance, display of positive affect by patients or providers, or discussion related to informed decision making. CONCLUSION In this sample, communication between orthopedic surgeons and patients regarding the management of chronic knee and hip osteoarthritis did not, for the most part, vary by patient race. These findings diminish the potential role of communication in Veterans Affairs orthopedic settings as an explanation for well-documented racial disparities in the use of total joint replacement.
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Affiliation(s)
- Leslie R M Hausmann
- VA Pittsburgh Healthcare System and University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
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Abstract
BACKGROUND Many authors report racial and ethnic disparities in total joint arthroplasty. The extent and implications, however, are not fully understood. QUESTIONS/PURPOSES Our purposes in this breakout session were to (1) define "Where are we now?"; (2) outline "Where do we need to go?"; and (3) generate a plan for "How do we get there?" in addressing issues of racial disparity and total joint arthroplasty. WHERE ARE WE NOW?: Blacks and some other ethnic minorities have a greater incidence of arthritis and chronic disability than the population in general. Blacks have a lower use of total joint arthroplasty for a variety of reasons, including patient trust, perceived limited satisfaction with results by peers, varying knowledge about total joint arthroplasty, and concerns about pain associated with these procedures. Current data, however, are insufficient to clearly define the magnitude and nature of musculoskeletal disparities. WHERE DO WE NEED TO GO?: We need to better define the magnitude and nature of racial disparities to best design and implement research questions and studies and target areas for improvement. We should define geographic and provider variation that lead to the differences in use that has been observed in total joint arthroplasty. HOW DO WE GET THERE?: A profession-wide emphasis and focus on disparities needs to be developed with other medical specialties and national organizations to advocate for changes to better define and address racial disparities. Partnerships with organizations and/or investigators that can gain access to relevant databases should be encouraged. Special attention to disparities and manuscript reviewing and editing is essential.
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Hawkins K, Escoto KH, Ozminkowski RJ, Bhattarai GR, Migliori RJ, Yeh CS. Disparities in major joint replacement surgery among adults with Medicare supplement insurance. Popul Health Manag 2011; 14:231-8. [PMID: 21506726 DOI: 10.1089/pop.2010.0042] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
The objective of this study was to determine if disparities in hip and knee replacement surgery exist among osteoarthritis patients with AARP-branded Medicare supplement plan (ie, Medigap) coverage provided by UnitedHealthcare. Patients were selected into the study if they had 1 or more medical claims with a diagnosis of osteoarthritis from July 1, 2006 to June 30, 2007. Logistic regression analyses tested for age-, sex-, race-, or income-related differences in the likelihood of receiving a hip or knee replacement surgery. The regression models controlled for socioeconomics, health status, type of supplement plan, and residential location. Of the 2.2 million Medigap insureds eligible for this study, 529,652 (24%) had osteoarthritis. Of these, 32,527 (6.1%) received a hip or knee replacement. Males were 6% (P < 0.001) more likely than females to have a replacement surgery. Patients living in minority or lower income neighborhoods were less likely to receive a hip or knee replacement. Supplement plan type was not a strong predictor of the likelihood of hip or knee replacement. Disparities were much greater by comorbid condition and residential location. Disparities in hip and knee replacement surgery existed by age, sex, race, and income levels. Larger disparities were found by residential location and comorbid condition. Interventions are being considered to address these disparities.
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Affiliation(s)
- Kevin Hawkins
- Ingenix, Advanced Analytics, Ann Arbor, Michigan 48108, USA.
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