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Le Stum M, Le Goff-Pronost M, Stindel E. Les arthroplasties du genou : une revue systémique internationale des tendances épidémiologiques. REVUE DE CHIRURGIE ORTHOPÉDIQUE ET TRAUMATOLOGIQUE 2024. [DOI: 10.1016/j.rcot.2024.09.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/06/2025]
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Quiceno E, Correa CD, Tamayo JA, Zuleta AA. Statistical models and implant customization in hip arthroplasty: Seeking patient satisfaction through design. Heliyon 2024; 10:e38832. [PMID: 39506933 PMCID: PMC11538734 DOI: 10.1016/j.heliyon.2024.e38832] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Revised: 07/22/2024] [Accepted: 09/30/2024] [Indexed: 11/08/2024] Open
Abstract
Objectives This study conducts a systematic literature review to explore the role of statistical models and methods in the design of orthopedic implants, with a specific focus on hip arthroplasty. Through a comprehensive analysis of the scientific literature, it aims to understand the relevance and applicability of these models in implant development and research trends in the field of design. Methods Data analysis and co-occurrence mapping techniques were employed to investigate the statistical models used as predictors of satisfaction in hip arthroplasty and in implant design. This approach facilitated a detailed and objective assessment of existing literature, revealing key trends and identifying gaps in current knowledge. Key findings The review's findings underscore a burgeoning interest in implant customization, with a significant emphasis on leveraging statistical techniques for optimal design. The logistic model methodology was applied to analyze a survey of hip surgery specialists, revealing that the physician's age does not influence the decision to use a customized implant. Furthermore, the review highlighted a knowledge gap at the intersection of statistics and design discipline concerning implant customization. Significance Despite the recognized importance of customization in implant design, there remains a dearth of contributions from the design discipline perspective in the existing literature, indicating substantial room for improvement and the need for interdisciplinary integration. Conclusion The integration of statistical methods in implant design is crucial, emphasizing the need for multidisciplinary approaches and customization to enhance patient satisfaction. This study provides a foundation for future research that could transform the field of hip arthroplasty through more personalized and effective solutions.
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Affiliation(s)
- Enrique Quiceno
- Grupo de Investigación de Estudios en Diseño - GED, Facultad de Diseño Industrial, Universidad Pontificia Bolivariana, Sede Medellín, Circular 1 No 70-01, Medellín, Colombia
- Grupo de Calidad, Metrología y Producción, Instituto Tecnológico Metropolitano - ITM, Medellín, Antioquia, 050034, Colombia
| | - Cristian David Correa
- Universidad Nacional de Colombia, Sede Manizales, Facultad de Ciencias Exactas y Naturales, Departamento de Matemáticas y Estadística, Grupo de Investigación Modelos Estadísticos, Kilómetro 7 Vía al Aeropuerto, Campus la Nubia, 170003, Manizales, Colombia
| | - Jose A. Tamayo
- Grupo de Calidad, Metrología y Producción, Instituto Tecnológico Metropolitano - ITM, Medellín, Antioquia, 050034, Colombia
| | - Alejandro A. Zuleta
- Grupo de Investigación de Estudios en Diseño - GED, Facultad de Diseño Industrial, Universidad Pontificia Bolivariana, Sede Medellín, Circular 1 No 70-01, Medellín, Colombia
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Le Stum M, Le Goff-Pronost M, Stindel E. Knee arthroplasty: an international systemic review of epidemiological trends. Orthop Traumatol Surg Res 2024:104006. [PMID: 39341338 DOI: 10.1016/j.otsr.2024.104006] [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: 01/19/2024] [Revised: 07/17/2024] [Accepted: 08/21/2024] [Indexed: 10/01/2024]
Abstract
BACKGROUND In response to various socio-economic factors and technological advancements, knee arthroplasty procedures have steadily increased. To date, epidemiological analyses have been conducted on a single-country basis. The aims of this article are: (1) to identify arthroplasty databases by country, (2) to verify the international comparability of coding, (3) to study retrospective epidemiological trends, and (4) to analyze projections by country. The hypothesis is that countries will follow similar trends, though with varying time lags. MATERIALS AND METHODS A literature review from 2005 to 2023 was conducted following PRISMA recommendations on PubMed, Web of Science, and Cochrane, using the keywords: "Knee + Arthroplasty + Trends + Replacement + Epidemiology." Only articles featuring national analyses, based on references recognized by healthcare systems, were included. RESULTS Forty-eight articles, representing 16 countries, were selected. Europe was the most represented (47% of occurrences), followed by the USA (22%), Asia (20%), Oceania (8%), and Chile (2%). The data came from national databases or representative extrapolated samples. Extraction methods used precise national codes or specific definitions. Growth rates in volume and incidence were positive but varied between countries, with distinct dynamics and different phases of growth. Females had higher volumes and incidence rates (sex ratio 2/3), but growth was faster in males. Future forecasts, based on regression models (Poisson, linear, or logistic), predicted an increase in volumes of between +30% by 2030 and +805% by 2050. CONCLUSION The analysis of census systems revealed growth in knee arthroplasties in all countries, but with varying intensities depending on the period. These multifactorial disparities appeared to follow a similar pattern, staggered over time based on the countries' economic development. LEVEL OF EVIDENCE IV; epidemiological review.
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Affiliation(s)
- Mathieu Le Stum
- Université de Brest, UBO, INSERM, Laboratoire de Traitement de l'Information Médicale (LATIM), UMR1101, 22 Avenue Camille Desmoulins, 29200 Brest, France.
| | - Myriam Le Goff-Pronost
- Institut Mines-Telecom, IMT Atlantique, LATIM - INSERM UMR 1101, M@rsouin, 655 Avenue du Technopôle, 29280 Plouzane, France
| | - Eric Stindel
- Université de Brest, UBO, INSERM, Laboratoire de Traitement de l'Information Médicale (LATIM), UMR1101, 22 Avenue Camille Desmoulins, 29200 Brest, France; Centre Hospitalo-Universitaire de Brest, CHRU Brest, LATIM, UMR 1101, 2 Avenue Foch, 29200 Brest, France
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Ashkenazi I, Lawrence KW, Kaplan M, Arshi A, Rozell JC, Schwarzkopf R, Lajam CM. Demographic and Socioeconomic Trends of Patients Undergoing Total Knee Arthroplasty From 2013 to 2022-An Analysis From an Urban Orthopaedic Hospital. J Arthroplasty 2024; 39:2158-2165. [PMID: 38614359 DOI: 10.1016/j.arth.2024.04.029] [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: 09/18/2023] [Revised: 04/08/2024] [Accepted: 04/08/2024] [Indexed: 04/15/2024] Open
Abstract
BACKGROUND As worldwide utilization of total knee arthroplasty (TKA) broadens, demographic trends can help make projections to inform access to care. This study aimed to assess the temporal trends in the socioeconomic and medical demographics of patients undergoing TKA. METHODS A retrospective review of 15,848 patients who underwent primary, elective TKA at an urban, New York City-based academic medical center between January 2013 and September 2022 was performed. Trends in patients' age, body mass index (BMI), socioeconomic status (SES) (based on median income by patients' ZIP code), race, and Charlson comorbidity index were evaluated using the Mann-Kendall test. RESULTS In the last decade, mean patient age (65 to 68 years, P < .001) and Charlson comorbidity index (1.4 to 2.3, P < .001) increased significantly. The proportion of patients who had a BMI ≥ 30 and < 40 increased (43.8 to 51.2%, P = .002), while the proportion of patients who had a BMI ≥ 40 (13.7 to 12.1%, P = .015) and BMI < 30 (42.5 to 36.8%, P = .020) decreased. The distribution of patients' race and SES did not change from 2013 to 2022; Black (18.1 to 16.8%, P = .211) and low SES (12.9 to 11.3%, P = .283) patients consistently represented a minority of TKA patients. CONCLUSIONS Over the last decade, the average age and comorbidity burden of TKA patients at our institution have increased. This portends the need for higher levels of preoperative optimization and postoperative management for TKA patients. A decreased prevalence of BMI ≥40 could reflect optimization efforts. However, the consistently low prevalence of Black and low-SES patients suggests that recent payment models did not improve access to care for these populations. LEVEL OF EVIDENCE IV.
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Affiliation(s)
- Itay Ashkenazi
- Department of Orthopaedic Surgery, NYU Langone Health, New York, New York; Division of Orthopaedic Surgery, Tel-Aviv Sourasky Medical Center, Tel-Aviv, Israel
| | - Kyle W Lawrence
- Department of Orthopaedic Surgery, NYU Langone Health, New York, New York
| | - Mitchell Kaplan
- Department of Orthopaedic Surgery, NYU Langone Health, New York, New York
| | - Armin Arshi
- Department of Orthopaedic Surgery, NYU Langone Health, New York, New York
| | - Joshua C Rozell
- Department of Orthopaedic Surgery, NYU Langone Health, New York, New York
| | - Ran Schwarzkopf
- Department of Orthopaedic Surgery, NYU Langone Health, New York, New York
| | - Claudette M Lajam
- Department of Orthopaedic Surgery, NYU Langone Health, New York, New York
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Morgan SB, Shahabi A, Kruse C, Zywiel M, Wolfstadt J, Ekhtiari S. Treatment of Concurrent Depression and Its Effect on Outcomes After Total Joint Arthroplasty: A Systematic Review of Comparative Studies. J Am Acad Orthop Surg 2024; 32:e274-e283. [PMID: 38154094 DOI: 10.5435/jaaos-d-23-00459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Accepted: 10/27/2023] [Indexed: 12/30/2023] Open
Abstract
PURPOSE There is a growing body of evidence suggesting that patients with a diagnosis of depression suffer worse outcomes after total joint arthroplasty (TJA) procedures. It is unclear whether depression treatment is a modifiable risk factor that can be targeted to improve suboptimal outcomes. We conducted a systematic review to understand the role that various interventions have on outcomes of TJA in patients with diagnosed depression (PDDs). METHODS PubMed, Ovid MEDLINE, Scopus, and EMBASE were searched systematically from inception until November 2022. Studies of PDDs who underwent TJA that compared any intervention/treatment of depression with a control group and reported pain, functional outcomes, depression scores, and/or revision rates after TJA were relevant for this review. RESULTS Ten relevant studies were included in the final systematic review, with a total of 33,501 patients included. Two studies reported lower revision rates for patients receiving selective serotonin reuptake inhibitor treatment and psychotherapy. Two studies showed no difference in functional outcomes for patients receiving pharmacologic treatment. One study reported improved functional outcomes for patients receiving cognitive behavioral therapy and another reported improved postoperative functional outcomes for patients receiving alprazolam. CONCLUSION Interventions targeted at PDDs may improve short-term pain and functional outcomes, and there may be an association between selective serotonin reuptake inhibitor use and implant survival. The current literature is limited and inconclusive, with important gaps in understanding regarding the optimization and treatment of this modifiable risk factor. Surgeons should consider depression treatment as a method to improve outcomes in this cohort.
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Affiliation(s)
- Samuel B Morgan
- From the Division of Orthopaedic Surgery, The Ottawa Hospital, University of Ottawa, Ottawa, ON (Morgan), the OrthoEvidence, Burlington, ON (Shahabi), Department of Surgery, the Division of Orthopaedic Surgery, McMaster University, Hamilton, ON (Kruse and Ekhtiari), the Division of Orthopaedic Surgery, Toronto Western Hospital, University of Toronto, Toronto, ON (Zywiel), and the Granovsky Gluskin Division of Orthopaedics, Mount Sinai Hospital, Sinai Health, Toronto, ON (Wolfstadt), Department of Surgery, Temerty Faculty of Medicine, University of Toronto, Toronto, ON (Wolfstadt)
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Florance J, Dattilo J, Goyal N, Seyler T. Facebook Data Analytics: An Orthopedic Arthroplasty Case Study and Guide for Physicians. Orthopedics 2024; 47:e79-e84. [PMID: 37757747 DOI: 10.3928/01477447-20230922-04] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/29/2023]
Abstract
Social media is increasingly used for health queries and subspecialist selection, but physicians receive little training in its use. This case study describes use of the free data tool Facebook Audience Insights to understand population demographics relevant to an orthopedic practice. Facebook Audience Insights was used to compare demographics and activity patterns of two patient samples typical of total joint arthroplasty (TJA)-young TJA (ages 55-64 years) and Medicare TJA (age ≥65 years)-in May 2020. Creation of a professional Facebook page is described accompanied by the demonstration of Audience Insights to analyze regional user patterns. A local sample of Facebook users was then compared with a single orthopedic practice's Facebook traffic. Facebook use is common among patients undergoing TJA, and the proportion of self-identified women increases with age (young TJA, 53% women; Medicare TJA, 63% women). Women are more interactive Facebook users across all age ranges, with more frequent comments, "Liked" pages, and advertisement clicks. Analysis of a local Facebook population revealed a lower proportion of TJA-aged patients than the national cohort; however, TJA-aged patients represented 38% of the practice's Facebook page traffic, with a predominance of visitors being women (26% women, 12% men). Facebook demonstrates a high prevalence of users in the typical age range for TJA. Those users were common on an orthopedic practice Facebook page, suggesting social media may be an effective medium for engaging patients. [Orthopedics. 2024;47(2):e79-e84.].
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Jacobs H, Seeber GH, Lazovic D, Maus U, Hoffmann F. Disease burden of and expectations from surgery in patients prior to total knee arthroplasty: Results of the prospective FInGK study. Knee 2023; 41:257-265. [PMID: 36773371 DOI: 10.1016/j.knee.2023.01.020] [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: 08/31/2022] [Revised: 12/30/2022] [Accepted: 01/26/2023] [Indexed: 02/13/2023]
Abstract
BACKGROUND Disease burden in patients prior to total knee arthroplasty (TKA) varies widely between studies and countries. We aimed to characterize individuals undergoing TKA and examine their expectations from the surgery, focusing on variations in disease burden. METHODS Consecutive patients undergoing primary TKA in a German university hospital were recruited. A questionnaire including information on disease burden, preoperative expectations from surgery, health care utilization, demography, and socioeconomics was collected one day prior to surgery and linked to data from medical records. Patients were categorized into disease burden quartiles using the Western Ontario and McMaster Universities Osteoarthritis Index' (WOMAC) total score. Subsequently, study population's characteristics and expectations from surgery were analyzed stratified by disease burden. RESULTS A total of 196 patients were included (41 % male; mean age: 68.2 years). The median WOMAC was 52.0 (IQR: 41.0-58.0). Patients in Q1 were more often males (Q1: 63 % vs Q4: 29 %) and had a shorter duration of complaints with the impaired knee. They were also less restricted in social participation, reported less often signs of depression, and were less often treated with physiotherapy (Q1: 27 % vs Q4: 54 %). Furthermore, expectations from surgery were highest in patients with a low disease burden. CONCLUSION We found large variations in disease burden with a considerable number of patients undergoing TKA whose functional capacity is still maintained and for which guideline-recommended conservative treatment options are not fully exhausted. Further research on this subgroup as well as establishing an international consensus on specific thresholds for TKA indication are needed.
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Affiliation(s)
- Hannes Jacobs
- Department of Health Services Research, Carl von Ossietzky University Oldenburg, Oldenburg, Germany.
| | - Gesine H Seeber
- University Hospital for Orthopaedics and Trauma Surgery Pius-Hospital, Medical Campus University of Oldenburg, Oldenburg, Germany; Department of Orthopedics, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Djordje Lazovic
- University Hospital for Orthopaedics and Trauma Surgery Pius-Hospital, Medical Campus University of Oldenburg, Oldenburg, Germany
| | - Uwe Maus
- Department of Orthopaedics & Trauma Surgery, University Hospital Düsseldorf, Germany
| | - Falk Hoffmann
- Department of Health Services Research, Carl von Ossietzky University Oldenburg, Oldenburg, Germany
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Robotic-assisted TKA reduces surgery duration, length of stay and 90-day complication rate of complex TKA to the level of noncomplex TKA. Arch Orthop Trauma Surg 2022; 143:3423-3430. [PMID: 36241901 DOI: 10.1007/s00402-022-04618-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Accepted: 09/06/2022] [Indexed: 11/02/2022]
Abstract
INTRODUCTION Complex primary total knee arthroplasties (TKA) are reported to be associated with excessive episode of care (EOC) costs as compared to noncomplex procedures. The impact of robotic assistance (rTKA) on economic outcome parameters in greater case complexity has not been described yet. The purpose of this study was to investigate economic outcome parameters in the 90-days postoperative EOC in robotic-assisted complex versus noncomplex procedures. MATERIALS AND METHODS This study is a retrospective, single-center review of 341 primary rTKAs performed between 2017 and 2020. Patient collective was stratified into complex (n = 218) and noncomplex TKA (n = 123) based on the presence of the following criteria: Obese BMI, coronal malalignment, flexion contracture > 10°, posttraumatic status, previous correction osteotomy, presence of hardware requiring removal during surgery, severe rheumatoid arthritis. Group comparison included surgery duration, length of stay (LOS), surgical site complications, readmissions, and revision procedures in the 90-days EOC following rTKA. RESULTS The mean surgery duration was marginally longer in complex rTKA, but showed no significant difference (75.26 vs. 72.24 min, p = 0.258), neither did the mean LOS, which was 8 days in both groups (p = 0.605). No differences between complex and noncomplex procedures were observed regarding 90-days complication rates (7.34 vs. 4.07%, p = 0.227), readmission rates (3.67 vs. 3.25%, p = 0.841), and revision rates (2.29 vs. 0.81%, p = 0.318). CONCLUSIONS Robotic-assisted primary TKA reduces the surgical time, inpatient length of stay as well as 90-days complication and readmission rates of complex TKA to the level of noncomplex TKA. Greater case complexity does not seem to have a negative impact on economic outcome parameters when surgery is performed with robotic assistance.
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Nagira K, Hagino H, Enokida M, Enokida S, Ishida K, Hayashi I, Nagashima H. Total knee arthroplasty in the past three decades: Trends in patient characteristics and implant survivorship. Mod Rheumatol 2022; 32:432-437. [PMID: 33853475 DOI: 10.1080/14397595.2021.1913823] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Accepted: 04/02/2021] [Indexed: 10/21/2022]
Abstract
OBJECTIVE To explore the trends in patient characteristics and implant survivorship (IS) for primary total knee arthroplasty (TKA) over the past three decades. METHODS This retrospective study enrolled a total of 635 knees who underwent TKA from 1985 to 2014. They were divided into three groups: group A, 125 knees in 1985-1994; group B, 203 knees in 1995-2004; and group C, 307 knees A in 2005-2014. The patient characteristics and IS were compared. RESULTS The mean age of patients undergoing TKA was getting older: 65.3 ± 9.7, 69.1 ± 10.0, and 74.6 ± 8.4 years, in groups A, B, and C, respectively (p = .001). The proportion of patients <60 years old with RA decreased (p < .001), whereas that of patients ≥ 80 years old with OA increased dramatically, it was 7.0%, 14.5%, and 32.0% in groups A, B, and C, respectively (p < .001). The IS free from infection was over 98% in all groups. Alternatively, the IS free from aseptic loosening become better, it was 83.7%, 95.2%, and 98.2% in groups A, B, and C, respectively (p = .014). CONCLUSIONS From these trends, we can estimate that the number of patients undergoing TKA will further increase in the future in an aging society.
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Affiliation(s)
- Keita Nagira
- Department of Orthopedic Surgery, Faculty of Medicine, Tottori University, Tottori, Japan
| | - Hiroshi Hagino
- School of Health Science, Faculty of Medicine, Tottori University, Tottori, Japan
| | - Makoto Enokida
- Department of Orthopedic Surgery, Faculty of Medicine, Tottori University, Tottori, Japan
| | - Shinpei Enokida
- Department of Orthopedic Surgery, Faculty of Medicine, Tottori University, Tottori, Japan
| | - Koji Ishida
- Department of Orthopedic Surgery, Faculty of Medicine, Tottori University, Tottori, Japan
| | - Ikuta Hayashi
- Department of Orthopedic Surgery, Faculty of Medicine, Tottori University, Tottori, Japan
| | - Hideki Nagashima
- Department of Orthopedic Surgery, Faculty of Medicine, Tottori University, Tottori, Japan
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Return to Competitive Level of Play and Performance in Regular Golfers After Total Hip Arthroplasty: Analysis of 599 Patients at Minimum 2-Year Follow-Up. J Arthroplasty 2021; 36:2858-2863.e2. [PMID: 33926777 DOI: 10.1016/j.arth.2021.04.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Revised: 03/26/2021] [Accepted: 04/06/2021] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND Total hip arthroplasty (THA) is performed in an increasingly younger and athletic population. Regular and competitive golfers are concerned with the likelihood of recovering their preoperative level of play. The purpose of this study was to assess the impact of primary THA on golfers' game, with a minimum follow-up of two years. METHODS Questionnaires were sent to the French Golf Federation's golfing members. Those who were older than 40 years and had undergone a unilateral primary THA provided information on the timing of return to play, pain during golfing, transportation mode, drive length, handicap and weekly playtime, before hip replacement, and postoperatively. In addition, data relating to the surgical procedure were collected. RESULTS Surveys were completed by 883 competitive golfers of which 599 were eligible for inclusion. The mean time to return to a complete 18-hole course was 4.73 months (SD 4.15, range: 0.7-36). Participants surveyed at a minimum 2 years after THA played at a higher level than before surgery with a handicap improvement of 1.8 (P < .01) and increased their mean weekly playtime from 8.8 to 9.3 hours (P = .24, NS). Eighty-eight percent reported an increased or no change in drive distance. Hip pain while playing golf decreased after surgery (6.8 to 2.5 on the visual analog scale, P < .001). CONCLUSION This study highlighted that hip arthroplasty allowed regular and competitive golfers to return to the course with better golfing comfort than before surgery and with an objective improvement in driving distance and level of play.
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Jiao J, Tang H, Zhang S, Qu X, Yue B. The relationship between mental health/physical activity and pain/dysfunction in working-age patients with knee osteoarthritis being considered for total knee arthroplasty: a retrospective study. ARTHROPLASTY 2021; 3:22. [PMID: 35236496 PMCID: PMC8796639 DOI: 10.1186/s42836-021-00077-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2021] [Accepted: 03/10/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Increasing total knee arthroplasty (TKA) surgeries are being performed on working-age patients with prominent manifestations of pain and dysfunction. But few studies have explored the risk factors for pain and dysfunction in working-age patients with knee osteoarthritis (KOA) being considered for TKA. Therefore, this study sought to explore the relationship between mental health/physical activity and pain/dysfunction in working-age patients with KOA being considered for TKA. METHODS This study was a secondary analysis of data derived from a public database, the Work participation In Patients with Osteoarthritis cohort study, which included 152 working-age patients (65 men and 87 women) with KOA planning for TKA. We analyzed preoperative data comprising age, educational level, body mass index (BMI), mental factors (Patient Health Questionnaire-9 [PHQ-9] and the 36-Item Short Form Survey Instrument [SF-36 mental health]), physical activity level, and clinical outcomes (the Western Ontario and McMaster Universities Osteoarthritis Index and SF-36 sub-item score). Multivariate regression analysis was performed to determine risk factors for pain and dysfunction in working-age patients with KOA being considered for TKA. RESULTS Women had lower pain, worse function, and higher PHQ-9 scores than men (p < 0.001). The depression scores were significantly linearly related to pain and function scores in women after adjusting for age, BMI, educational level, and physical activity (P < 0.05), whereas this relation was not observed in men. After adjusting for age, BMI, educational level, and mental factors, exercise time was found to be positively correlated with pain scores in women (P < 0.05). CONCLUSIONS Depression scores and exercise time were significantly correlated with pain and dysfunction in working-age women with KOA being considered for TKA.
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Affiliation(s)
- Juyang Jiao
- Department of Bone and Joint Surgery, Department of Orthopaedics, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, 145, Shandong Road, Shanghai, 200011, China
| | - Haozheng Tang
- Department of Bone and Joint Surgery, Department of Orthopaedics, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, 145, Shandong Road, Shanghai, 200011, China
| | - Shutao Zhang
- Department of Bone and Joint Surgery, Department of Orthopaedics, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, 145, Shandong Road, Shanghai, 200011, China
| | - Xinhua Qu
- Department of Bone and Joint Surgery, Department of Orthopaedics, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, 145, Shandong Road, Shanghai, 200011, China.
| | - Bing Yue
- Department of Bone and Joint Surgery, Department of Orthopaedics, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, 145, Shandong Road, Shanghai, 200011, China.
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Siddiqi A, Warren JA, McLaughlin J, Kamath AF, Krebs VE, Molloy RM, Piuzzi NS. Demographic, Comorbidity, and Episode-of-Care Differences in Primary Total Knee Arthroplasty. J Bone Joint Surg Am 2021; 103:227-234. [PMID: 33534292 DOI: 10.2106/jbjs.20.00597] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
BACKGROUND Understanding time trends in age, demographic characteristics, and comorbidities is especially critical to highlight the effects on clinical practice change, outcomes, and the value of total knee arthroplasty (TKA). Therefore, the purpose of this study was to identify trends in the demographic characteristics, comorbidities, and episode-of-care outcomes for patients who underwent TKA from 2008 to 2018. METHODS The National Surgical Quality Improvement Program (NSQIP) was queried to identify patient demographic characteristics, comorbidities, and episode-of-care outcomes in patients who underwent primary TKA from 2008 to 2018 (n = 350,879). Trends for continuous variables were analyzed using analysis of variance, and categorical variables were analyzed using chi-square tests. RESULTS From 2008 to 2018, there was no clinically important difference in age, body mass index (BMI), and percentage of patients with BMI of >40 kg/m2 and no clinically important difference in chronic obstructive pulmonary disease (3.5% in 2008 and 3.2% in 2018), congestive heart failure within 30 days (0.3% in both 2008 and 2018), and acute renal failure (0.1% in 2008 and <0.1% in 2018) among patients undergoing TKA. However, modifiable comorbidities, including smoking status (9.5% in 2008 and 7.7% in 2018; p < 0.001), hypertension (71.0% in 2008 and 63.7% in 2018; p < 0.001), and anemia (16.2% in 2008 and 9.7% in 2018; p < 0.001), functional status, and overall morbidity and mortality probability have improved, with no clinically important difference in the percentage of diabetes (19.0% in 2008 and 18.1% in 2018). The hospital length of stay (mean [and standard deviation], 3.8 ± 2.2 days in 2008 and 2.1 ± 2.0 days in 2018; p < 0.001) and 30-day readmission (4.6% in 2011 and 3.0% in 2018; p < 0.001) decreased, with a significant increase in home discharge (65.6% in 2011 and 87.8% in 2018; p < 0.001). CONCLUSIONS The overall patient health status improved from 2008 to 2018, with improvement in the modifiable comorbidities of smoking status, malnutrition, hypertension, and anemia; the functional status; and the overall morbidity and mortality probability, with no clinically relevant change in patient age; patient BMI; percentage of patients with BMI of >40 kg/m2; or patients with diabetes mellitus, chronic obstructive pulmonary disease, congestive heart failure within 30 days, or acute renal failure. Our findings may be a reflection of a global shift toward value-based care focusing on patient optimization prior to arthroplasty, quality of care, and improved outcomes. The results of our study highlight the potential increase in TKA procedural value, which is paramount for health-care policy changes in today's incentivized, value-based, health-care environment.
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Affiliation(s)
- Ahmed Siddiqi
- Department of Orthopedic Surgery, Cleveland Clinic, Cleveland, Ohio
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13
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Pacheco-Brousseau L, Charette M, Stacey D, Poitras S. Protocol for systematic review: patient decision aids for total hip and knee arthroplasty decision-making. Syst Rev 2021; 10:8. [PMID: 33397488 PMCID: PMC7784361 DOI: 10.1186/s13643-020-01549-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Accepted: 11/29/2020] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND Total hip and knee arthroplasty are a highly performed surgery; however, patient satisfaction with surgery results and patient involvement in the decision-making process remains low. Patient decision aids (PtDAs) are tools used in clinical practices to facilitate active patient involvement in healthcare decision-making. Nonetheless, PtDA effects have not been systematically evaluated for hip and knee total joint arthroplasty (TJA) decision-making. The aim of this systematic review is to determine the effect of patient decision aids compared to alternative of care on quality and process of decision-making when provided to adults with hip and knee osteoarthritis considering primary elective TJA. METHODS This systematic review will follow the Cochrane Handbook for Systematic Reviews. This protocol was reported based on the PRISMA-P checklist guidelines. Studies will be searched in CINAHL, MEDLINE, Embase, PsycINFO, and Web of Science. Eligible studies will be randomized control trial (RCT) evaluating the effect of PtDA on TJA decision-making. Descriptive and meta-analysis of outcomes will include decision quality (knowledge and values-based choice), decisional conflict, patient involvement, decision-making process satisfaction, actual decision made, health outcomes, and harm(s). Risk of bias will be evaluated with Cochrane's risk of bias tool for RCTs. Quality and strength of recommendations will be appraised with Grades of Recommendation, Assessment, Development and Evaluation (GRADE). DISCUSSION This review will provide a summary of RCT findings on PtDA effect on decision-making quality and process of adults with knee and hip osteoarthritis considering primary elective TJA. Further, it will provide evidence comparing different types of PtDA used for TJA decision-making. This review is expected to inform further research on joint replacement decision-making quality and processes and on ways PtDAs facilitate shared decision-making for orthopedic surgery. SYSTEMATIC REVIEW REGISTRATION PROSPERO CRD42020171334.
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Affiliation(s)
- Lissa Pacheco-Brousseau
- School of Rehabilitation Sciences, Faculty of Health Sciences, University of Ottawa, 451 Smyth Road, Ottawa, Ontario, Canada
| | - Marylène Charette
- Population Health, Interdisciplinary School of Health Sciences, Faculty of Health Sciences, University of Ottawa, Ottawa, Ontario, Canada
| | - Dawn Stacey
- School of Nursing, Faculty of Health Sciences, University of Ottawa, Ottawa, Ontario, Canada.,Clinical Epidemiology Program, The Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Stéphane Poitras
- School of Rehabilitation Sciences, Faculty of Health Sciences, University of Ottawa, 451 Smyth Road, Ottawa, Ontario, Canada.
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Impact of Increasing Comorbidity Burden on Resource Utilization in Patients With Proximal Humerus Fractures. J Am Acad Orthop Surg 2020; 28:e954-e961. [PMID: 32044822 DOI: 10.5435/jaaos-d-19-00491] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
INTRODUCTION Proximal humerus fractures (PHF) are a common upper extremity fracture in the elderly cohort. An aging and more comorbid cohort, along with recent trends of increased operative intervention, suggests that there could be an increase in resource utilization caring for these patients. We sought to quantify these trends and quantify the impact that comorbidity burden has on resource utilization. METHODS Data on 83,975 patients with PHFs were included from the Premier Healthcare Claims database (2006 to 2016) and stratified by Deyo-Charlson index. Multivariable models assessed associations between Deyo-Charlson comorbidities and resource utilization (length and cost of hospitalization, and opioid utilization in oral morphine equivalents [OME]) for five treatment modalities: (1) open reduction internal fixation (ORIF), (2) closed reduction internal fixation (CRIF), (3) hemiarthroplasty, (4) reverse total shoulder arthroplasty, and (5) nonsurgical treatment (NST). We report a percentage change in resource utilization associated with an increasing comorbidity burden. RESULTS Overall distribution of treatment modalities was (proportion in percent/median length of stay/cost/opioid utilization): ORIF (19.1%/2 days/$11,183/210 OME), CRIF (1.1%/4 days/$11,139/220 OME), hemiarthroplasty (10.7%/3 days/$17,255/275 OME), reverse total shoulder arthroplasty (6.4%/3 days/$21,486/230 OME), and NST (62.7%/0 days/$1,269/30 OME). Patients with an increased comorbidity burden showed a pattern of (1) more pronounced relative increases in length of stay among those treated operatively (65.0% for patients with a Deyo-Charlson index >2), whereas (2) increases in cost of hospitalization (60.1%) and opioid utilization (37.0%) were more pronounced in the NST group. DISCUSSION In patients with PHFs, increased comorbidity burden coincides with substantial increases in resource utilization in patients receiving surgical and NSTs. Combined with known increases in operative intervention, trends in increased comorbidity burden may have profound effects on the cohort level and resource utilization for those with PHFs, especially because the use of bundled payment strategies for fractures increases. LEVEL OF EVIDENCE Level III.
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15
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Schwartz AM, Farley KX, Guild GN, Bradbury TL. Projections and Epidemiology of Revision Hip and Knee Arthroplasty in the United States to 2030. J Arthroplasty 2020; 35:S79-S85. [PMID: 32151524 PMCID: PMC7239745 DOI: 10.1016/j.arth.2020.02.030] [Citation(s) in RCA: 412] [Impact Index Per Article: 82.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2019] [Revised: 01/22/2020] [Accepted: 02/12/2020] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND As the incidence of primary total joint arthroplasty rises in the United States, it is important to investigate how this will impact rates of revision arthroplasty. The purpose of this study was to analyze the incidence and future projections of revision total hip arthroplasty (rTHA) and revision total knee arthroplasty (rTKA) to 2030. Anticipating surgical volume will aid surgeons in designing protocols to efficiently and effectively perform rTHA/rTKA. METHODS The national inpatient sample was queried from 2002 to 2014 for all rTHA/rTKA. Using previously validated measures, Poisson and linear regression analyses were performed to project annual incidence of rTHA/rTKA to 2030, with subgroup analyses on modes of failure and age. RESULTS In 2014, there were 50,220 rTHAs and 72,100 rTKAs. From 2014 to 2030, rTHA incidence is projected to increase by between 43% and 70%, whereas rTKA incidence is projected to increase by between 78% and 182%. The 55-64 and 65-74 age groups increased in revision incidence during the study period, whereas 75-84 age group decreased in incidence. For rTKA, infection and aseptic loosening are the 2 most common modes of failure, whereas periprosthetic fracture and infection are most common for rTHA. CONCLUSION The incidence of rTHA/rTKA is projected to increase, particularly in young patients and for infection. Given the known risk factor profiles and advanced costs associated with revision arthroplasty, our projections should encourage institutions to generate revision-specific protocols to promote safe pathways for cost-effective care that is commensurate with current value-based health care trends. LEVEL OF EVIDENCE IV.
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Affiliation(s)
- Andrew M. Schwartz
- Department of Orthopaedic Surgery, Emory University School of Medicine, Atlanta, GA,Department of Orthopaedic Surgery, Emory University Orthopaedics & Spine Hospital, Tucker, GA,Reprint requests: Andrew M. Schwartz, MD, Department of Orthopaedic Surgery, Emory University School of Medicine, 59 Executive Park Drive, SE, Atlanta, GA 30329
| | - Kevin X. Farley
- Department of Orthopaedic Surgery, Emory University School of Medicine, Atlanta, GA
| | - George N. Guild
- Department of Orthopaedic Surgery, Emory University School of Medicine, Atlanta, GA,Department of Orthopaedic Surgery, Emory University Orthopaedics & Spine Hospital, Tucker, GA
| | - Thomas L. Bradbury
- Department of Orthopaedic Surgery, Emory University School of Medicine, Atlanta, GA,Department of Orthopaedic Surgery, Emory University Orthopaedics & Spine Hospital, Tucker, GA
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16
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Pioger C, Bellity JP, Simon R, Rouillon O, Smith BJ, Nizard R. A Playtime and Handicap Analysis of 143 Regular Golfers After Total Knee Arthroplasty at Minimum 2-Year Follow-Up. J Arthroplasty 2020; 35:1257-1261. [PMID: 32001082 DOI: 10.1016/j.arth.2020.01.005] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2019] [Revised: 12/12/2019] [Accepted: 01/05/2020] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND Regular and competitive golfers are concerned by the ability to recover their previous activity golfing after total knee arthroplasty (TKA). The purpose of this study was to conduct targeted analysis of the effect of unilateral total knee replacement on the playtime and golf level in a population of experienced golfers, with a minimum follow-up of two years. METHODS Questionnaires were distributed to the French Golf Federation's golfing members. Those who were older than 50 years and had undergone a unilateral primary TKA provided information on the timing of return to play, mode of movement on the course, pain during golfing, physical activity via University of California Los Angeles scale, level of golf and weekly playing time, before and after surgery. In addition, surgeons' recommendations and level of arthroplasty satisfaction were collected. RESULTS Questionnaires were completed by 290 competitive golfers, of which 143 were eligible for inclusion. The average time to return to the 18-hole course was 3.7 months. Participants surveyed at a minimum 2 years after TKA played at a higher level than before surgery with a handicap improvement of 0.85 and increased their average weekly playtime from 8.9 to 10.2 hours. Knee pain while playing golf decreased after surgery (6.13 to 1.27 on the visual analog scale) and the University of California Los Angeles score improved (7.02 to 7.85). CONCLUSION This study demonstrated the ability of regular golfers to return to golf within six months after unilateral total knee replacement, with increasing level of golf and weekly playtime and better golfing comfort.
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Affiliation(s)
- Charles Pioger
- Hopital Lariboisière, Assistance Publique des Hôpitaux de Paris, Paris, France
| | - Jonathan P Bellity
- Hopital Lariboisière, Assistance Publique des Hôpitaux de Paris, Paris, France; Hopital des Peupliers, Ramsay Générale de Santé, Paris, France
| | | | - Olivier Rouillon
- Hopital Lariboisière, Assistance Publique des Hôpitaux de Paris, Paris, France
| | | | - Rémy Nizard
- Hopital Lariboisière, Assistance Publique des Hôpitaux de Paris, Paris, France
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Limberg AK, Tibbo ME, Pagnano MW, Perry KI, Hanssen AD, Abdel MP. Varus-valgus constraint in 416 revision total knee arthroplasties with cemented stems provides a reliable reconstruction with a low subsequent revision rate at early to mid-term review. Bone Joint J 2020; 102-B:458-462. [PMID: 32228079 DOI: 10.1302/0301-620x.102b4.bjj-2019-0719.r2] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
AIMS Varus-valgus constrained (VVC) implants are often used during revision total knee arthroplasty (TKA) to gain coronal plane stability. However, the increased mechanical torque applied to the bone-cement interface theoretically increases the risk of aseptic loosening. We assessed mid-term survivorship, complications, and clinical outcomes of a fixed-bearing VVC device in revision TKAs. METHODS A total of 416 consecutive revision TKAs (398 patients) were performed at our institution using a single fixed-bearing VVC TKA from 2007 to 2015. Mean age was 64 years (33 to 88) with 50% male (199). Index revision TKA diagnoses were: instability (n = 122, 29%), aseptic loosening (n = 105, 25%), and prosthetic joint infection (PJI) (n = 97, 23%). All devices were cemented on the epiphyseal surfaces. Femoral stems were used in 97% (n = 402) of cases, tibial stems in 95% (n = 394) of cases; all were cemented. In total, 93% (n = 389) of cases required a stemmed femoral and tibial component. Femoral cones were used in 29%, and tibial cones in 40%. Survivorship was assessed via competing risk analysis; clinical outcomes were determined using Knee Society Scores (KSSs) and range of movement (ROM). Mean follow-up was four years (2 to 10). RESULTS The five-year cumulative incidence of subsequent revision for aseptic loosening and instability were 2% (95% confidence interval (CI) 0.2 to 3, number at risk = 154) and 4% (95% CI 2 to 6, number at risk = 153), respectively. The five-year cumulative incidence of any subsequent revision was 14% (95% CI 10 to 18, number at risk = 150). Reasons for subsequent revision included PJI (n = 23, of whom 12 had previous PJI), instability (n = 13), and aseptic loosening (n = 11). The use of this implant without stems was found to be a significant risk factor for subsequent revision (hazard ratio (HR) 7.58 (95% CI 3.98 to 16.03); p = 0.007). KSS improved from 46 preoperatively to 81 at latest follow-up (p < 0.001). ROM improved from 96° prerevision to 108° at latest follow-up (p = 0.016). CONCLUSION The cumulative incidence of subsequent revision for aseptic loosening and instability was very low at five years with this fixed-bearing VVC implant in revision TKAs. Routine use of cemented and stemmed components with targeted use of metaphyseal cones likely contributed to this low rate of aseptic loosening. Cite this article: Bone Joint J 2020;102-B(4):458-462.
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Affiliation(s)
- Afton K Limberg
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Meagan E Tibbo
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Mark W Pagnano
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Kevin I Perry
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Arlen D Hanssen
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Matthew P Abdel
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA
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Halawi MJ, Gronbeck C, Savoy L, Cote MP, Lieberman JR. Depression Treatment Is Not Associated With Improved Patient-Reported Outcomes Following Total Joint Arthroplasty. J Arthroplasty 2020; 35:28-31. [PMID: 31495530 DOI: 10.1016/j.arth.2019.08.010] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/20/2019] [Revised: 08/04/2019] [Accepted: 08/04/2019] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND The objective of this study was to investigate if there were differences in disease-specific, overall health, and activity outcomes after total joint arthroplasty (TJA) between treated and untreated depressed patients. METHODS Patients who underwent primary, elective, unilateral TJA were divided into 3 groups based on self-reported history of depression and treatment at the time of surgery: 1) patients without depression, 2) patients with treated depression, and 3) patients with untreated depression. The primary outcomes were the differences in SF-12 PCS, SF-12 MCS, WOMAC, and UCLA activity rating scale up to 12 months postoperatively. A secondary outcome was the effect of depression treatment on patients' perception of experiencing limitation in their activities due to depression. Univariate and mixed-effects model analyses were performed to control for potential confounding factors. RESULTS The prevalence of depression was 189/749 (25%). Compared to patients with treated depression, untreated patients had lower baseline SF-12 MCS (P < .001) and were more likely to have Medicaid insurance (P < .001). After controlling for potential confounding factors, there were no differences in either the absolute scores or net changes in any of the assessed outcomes at 12 months postoperatively among depressed patients regardless of treatment (P > .05). In addition, depression treatment did not affect patients' perception of activity limitation (P = .412). CONCLUSION Although it is clear that depression adversely impacts patient outcomes in primary TJA, treatment does not appear to mitigate this negative effect. Depression treatment does not necessarily imply resolution of depressive symptoms. Future studies should explore alternative interventions to reduce the health-related consequences of depression to optimize the outcomes of TJA.
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Affiliation(s)
- Mohamad J Halawi
- Department of Orthopaedic Surgery, University of Connecticut Health Center, Farmington, CT
| | | | - Lawrence Savoy
- Department of Orthopaedic Surgery, University of Connecticut Health Center, Farmington, CT
| | - Mark P Cote
- Department of Orthopaedic Surgery, University of Connecticut Health Center, Farmington, CT
| | - Jay R Lieberman
- Department of Orthopaedic Surgery, Keck School of Medicine of University of Southern California, Los Angeles, CA
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Fiasconaro M, Wilson LA, Poeran J, Liu J, Zubizarreta N, Bekeris J, Della Valle AG, Kim D, Memtsoudis SG. Cost of Care for Patients With Pre-Existing Comorbidities Undergoing Total Joint Arthroplasty: A Retrospective Cohort Study Evaluating Disease-Specific Perioperative Care. J Arthroplasty 2019; 34:2846-2854.e2. [PMID: 31395304 DOI: 10.1016/j.arth.2019.07.011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2019] [Revised: 06/21/2019] [Accepted: 07/08/2019] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND Investigations suggest a relationship between increased resource utilization with disease burden and advanced age. However, it remains unknown the degree increased resource utilization is associated with pre-existing conditions, before complications occur. METHODS This retrospective study identified total hip/knee arthroplasty cases in the Premier Database from 2006 to 2016 (N = 1,613,744), with hospitalization cost as the primary outcome. With a variable combining the conditions and complication, generalized linear models measured associations between condition/complication interaction groups and hospitalization cost. Estimates of percent cost increase by variable were obtained. RESULTS Across all conditions, an increase in cost ranging from 0.38% to 4.28% was found in the absence of a complication. The "Condition = No, Complication = Yes" group was associated with a range of 11.50%-12.40% increase in average hospitalization cost, and the range was 14.43%-30.85% for the "Condition = Yes, Complication = Yes" group. CONCLUSION We found that having a high-risk condition without a complication accounted only for a modest hospitalization cost increase.
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Affiliation(s)
- Megan Fiasconaro
- Department of Anesthesiology, Critical Care, and Pain Management, Hospital for Special Surgery, New York, NY
| | - Lauren A Wilson
- Department of Anesthesiology, Critical Care, and Pain Management, Hospital for Special Surgery, New York, NY
| | - Jashvant Poeran
- Department of Population Health Science & Policy, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Jiabin Liu
- Department of Anesthesiology, Critical Care, and Pain Management, Hospital for Special Surgery, New York, NY; Department of Healthcare Policy and Research, Weill Cornell Medical College, New York, New York
| | - Nicole Zubizarreta
- Department of Population Health Science & Policy, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Janis Bekeris
- Department of Anesthesiology, Critical Care, and Pain Management, Hospital for Special Surgery, New York, NY; Department of Anesthesiology, Perioperative Medicine and Intensive Care Medicine, Paracelsus Medical University, Salzburg, Austria
| | | | - David Kim
- Department of Anesthesiology, Critical Care, and Pain Management, Hospital for Special Surgery, New York, NY; Department of Healthcare Policy and Research, Weill Cornell Medical College, New York, New York
| | - Stavros G Memtsoudis
- Department of Anesthesiology, Critical Care, and Pain Management, Hospital for Special Surgery, New York, NY; Department of Healthcare Policy and Research, Weill Cornell Medical College, New York, New York; Department of Anesthesiology, Perioperative Medicine and Intensive Care Medicine, Paracelsus Medical University, Salzburg, Austria
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Novicoff WM. CORR Insights®: Depression and Non-modifiable Patient Factors Associated with Patient Satisfaction in an Academic Orthopaedic Outpatient Clinic: Is it More Than a Provider Issue? Clin Orthop Relat Res 2019; 477:2662-2664. [PMID: 31764331 PMCID: PMC6907301 DOI: 10.1097/corr.0000000000001000] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2019] [Accepted: 09/27/2019] [Indexed: 01/31/2023]
Affiliation(s)
- Wendy M Novicoff
- W. M. Novicoff, Professor, Departments of Orthopaedic Surgery and Public Health Sciences, University of Virginia, Charlottesville, VA, USA
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