1
|
Rumalla KC, Chandrupatla SR, Singh JA. Hospital and Patient Factors Associated with Length of Hospitalization in Patients Who Have Osteoarthritis Undergoing Primary Total Knee Arthroplasty: An Analysis of National Data. J Arthroplasty 2024:S0883-5403(24)01029-5. [PMID: 39424242 DOI: 10.1016/j.arth.2024.10.016] [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: 04/30/2024] [Revised: 10/06/2024] [Accepted: 10/07/2024] [Indexed: 10/21/2024] Open
Abstract
BACKGROUND /Objective: By 2040, an estimated 3.5 million primary total knee arthroplasties (TKAs) will be performed each year in the United States (U.S.) osteoarthritis (OA) is the most common indication for primary TKA. We examined the association of hospital, regional, and patient-level factors with extended lengths of hospital stay (eLOS). METHODS Patients who have OA who underwent primary TKA from 2016 to 2019 were queried using a national inpatient database. We used the International Classification of Disease (ICD-10) codes to identify diagnoses and procedures. There were 2,592,469 patients who had OA who underwent primary TKA from 2016 to 2019. We used univariate and multivariable-adjusted logistic regression analyses to assess whether patient, payer, hospital, and geographic factors were associated with an eLOS. Predictive probabilities from multivariable analyses were used in the Area Under the Curve (AUC) analysis. RESULTS Patient race and ethnicity, Medicaid or Medicare payer status, income, age/sex, and nearly all regional and hospital characteristics were independently associated with eLOS (> 3 days; ROC C-statistic = 0.74). Sensitivity analyses that used the most recent years of data from 2020 to 2021 (COVID-19 pandemic years), or adjusted for individual organ system complications reproduced the main results without much attenuation. CONCLUSION Age, sex, race, ethnicity, hospital location and teaching status, elective procedure designation, perioperative complications, and insurance payer status significantly influenced the length of hospital stay (LOS) for primary total knee arthroplasty (TKA) hospitalizations in the US. Recognized disparities were linked to longer hospital stays after primary TKA in patients who had osteoarthritis (OA). Implementing policies and interventions that target these factors could help shorten hospital stays for high-risk patients after primary TKA.
Collapse
Affiliation(s)
- Kranti C Rumalla
- Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611
| | - Sumanth R Chandrupatla
- Division of Clinical Immunology and Rheumatology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, 35294
| | - Jasvinder A Singh
- Division of Clinical Immunology and Rheumatology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, 35294; Medicine Service, VA Medical Center, Birmingham, AL 35233; Department of Epidemiology, University of Alabama at Birmingham School of Public Health, Birmingham, AL 35294.
| |
Collapse
|
2
|
Benyamini B, Hadad MJ, Pasqualini I, Khan ST, Jin Y, Piuzzi NS. Neighborhood Socioeconomic Disadvantage May Influence 1-Year Patient-Reported Outcome Measures After Total Hip Arthroplasty. J Arthroplasty 2024:S0883-5403(24)01020-9. [PMID: 39424243 DOI: 10.1016/j.arth.2024.10.007] [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: 07/14/2024] [Revised: 10/03/2024] [Accepted: 10/08/2024] [Indexed: 10/21/2024] Open
Abstract
BACKGROUND The impact of socioeconomic status on achievement of clinically relevant patient-reported outcome measure (PROM) improvements and satisfaction after total hip arthroplasty (THA) is unknown. Area Deprivation Index (ADI) is a metric that can be used as a proxy for a patient's neighborhood socioeconomic status. This study aimed to assess the association between ADI and failure to achieve: (1) clinically relevant improvements in PROMs; and (2) self-reported satisfaction at 1 year following THA. METHODS A prospective cohort of 7,506 patients who underwent primary unilateral THA from January 2016 to July 2021 was included. The ADI was stratified into quintiles based on their distribution in our sample. Multivariable logistic regression models were created to investigate the effect of ADI on 1-year PROMs. The included PROMs were the Hip Disability and Osteoarthritis Outcome Score (HOOS) Pain, Physical Function Shortform (PS), and Joint Replacement (JR). Clinically relevant improvements were assessed through minimal clinically important difference and patient acceptable symptom state threshold achievement. RESULTS There was no significant association between ADI and failure to achieve minimal clinically important difference for HOOS pain (P = 0.42), PS (P = 0.91), or JR (P = 0.20). However, higher ADI scores were independently associated with increased odds of failing to achieve patient acceptable symptom state for HOOS Pain (P = 0.002), PS (P = 0.003), and JR (P = 0.017). The ADI was not associated with failure to achieve patient satisfaction at 1 year (P = 0.93). CONCLUSIONS Greater neighborhood socioeconomic disadvantage was associated with decreased odds of achieving clinically relevant improvement in patient-perceived symptomatic state, but not associated with patients' perception of their overall pain and function 1 year after THA. Targeted interventions to address access and care pathways for low socioeconomic status patients may present an opportunity to improve patient-perceived outcomes following THA. LEVEL OF EVIDENCE Level III.
Collapse
Affiliation(s)
- Brian Benyamini
- Cleveland Clinic Lerner College of Medicine, Cleveland, Ohio
| | - Matthew J Hadad
- Department of Orthopaedic Surgery, Cleveland Clinic, Cleveland, Ohio
| | | | - Shujaa T Khan
- Department of Orthopaedic Surgery, Cleveland Clinic, Cleveland, Ohio
| | - Yuxuan Jin
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio
| | - Nicolas S Piuzzi
- Department of Orthopaedic Surgery, Cleveland Clinic, Cleveland, Ohio
| |
Collapse
|
3
|
Dubin J, Bains S, Ihekweazu UN, Mont MA, Delanois R. Social Determinants of Health in Total Joint Arthroplasty: Income. J Arthroplasty 2024; 39:2153-2155. [PMID: 38492822 DOI: 10.1016/j.arth.2024.03.020] [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: 02/26/2024] [Accepted: 03/09/2024] [Indexed: 03/18/2024] Open
Affiliation(s)
- Jeremy Dubin
- Rubin Institute for Advanced Orthopedics, LifeBridge Health, Sinai Hospital of Baltimore, Baltimore, Maryland
| | - Sandeep Bains
- Rubin Institute for Advanced Orthopedics, LifeBridge Health, Sinai Hospital of Baltimore, Baltimore, Maryland
| | | | - Michael A Mont
- Rubin Institute for Advanced Orthopedics, LifeBridge Health, Sinai Hospital of Baltimore, Baltimore, Maryland
| | - Ronald Delanois
- Rubin Institute for Advanced Orthopedics, LifeBridge Health, Sinai Hospital of Baltimore, Baltimore, Maryland
| |
Collapse
|
4
|
Buchanan MW, Gibbs B, Ronald AA, Novikov D, Yang A, Salavati S, Abdeen A. Is a Rapid Recovery Protocol for THA and TKA Associated With Decreased 90-day Complications, Opioid Use, and Readmissions in a Health Safety-net Hospital? Clin Orthop Relat Res 2024; 482:1442-1451. [PMID: 38564795 PMCID: PMC11272343 DOI: 10.1097/corr.0000000000003054] [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: 10/06/2023] [Accepted: 03/01/2024] [Indexed: 04/04/2024]
Abstract
BACKGROUND Patients treated at a health safety-net hospital have increased medical complexity and social determinants of health that are associated with an increasing risk of complications after TKA and THA. Fast-track rapid recovery protocols (RRPs) are associated with reduced complications and length of stay in the general population; however, whether that is the case among patients who are socioeconomically disadvantaged in health safety-net hospitals remains poorly defined. QUESTIONS/PURPOSES When an RRP protocol is implemented in a health safety-net hospital after TKA and THA: (1) Was there an associated change in complications, specifically infection, symptomatic deep venous thromboembolism (DVT), symptomatic pulmonary embolism (PE), myocardial infarction (MI), and mortality? (2) Was there an associated difference in inpatient opioid consumption? (3) Was there an associated difference in length of stay and 90-day readmission rate? (4) Was there an associated difference in discharge disposition? METHODS An observational study with a historical control group was conducted in an urban, academic, tertiary-care health safety-net hospital. Between May 2022 and April 2023, an RRP consistent with current guidelines was implemented for patients undergoing TKA or THA for arthritis. We considered all patients aged 18 to 90 years presenting for primary TKA and THA as eligible. Based on these criteria, 562 patients with TKAs or THAs were eligible. Of these 33% (183) were excluded because they were lost before 90 days of follow-up and had incomplete datasets, leaving 67% (379) for evaluation. Patients in the historical control group (September 2014 to May 2022) met the same criteria, and 2897 were eligible. Of these, 31% (904) were excluded because they were lost before 90 days of follow-up and had incomplete datasets, leaving 69% (1993) for evaluation. The mean age in the historical control group was 61 ± 10 years and 63 ± 10 years in the RRP group. Both groups were 36% (725 of 1993 and 137 of 379) men. In the historical control group, 39% (770 of 1993) of patients were Black and 33% (658 of 1993) were White, compared with 38% (142 of 379) and 32% (121 of 379) in the RRP group, respectively. English was the most-spoken primary language, by 69% (1370 of 1993) and 68% (256 of 379) of the historical and RRP groups, respectively. A total of 65% (245 of 379) of patients in the RRP group had a peripheral nerve block compared with 54% (1070 of 1993) in the historical control group, and 39% (147 of 379) of them received spinal anesthesia, compared with 31% (615 of 1993) in the historical control group. The main elements of the RRP were standardization of preoperative visits, nutritional management, neuraxial anesthesia, accelerated physical therapy, and pain management. The primary outcomes were the proportions of patients with 90-day complications and opioid consumption. The secondary outcomes were length of stay, 90-day readmission, and discharge disposition. A multivariate analysis adjusting for age, BMI, gender, race, American Society of Anaesthesiologists class, and anesthesia type was performed by a staff biostatistician using R statistical programming. RESULTS After controlling for the confounding variables as noted, patients in the RRP group had fewer complications after TKA than those in the historical control group (odds ratio 2.0 [95% confidence interval 1.3 to 3.3]; p = 0.005), and there was a trend toward fewer complications in THA (OR 1.8 [95% CI 1.0 to 3.5]; p = 0.06), decreased opioid consumption during admission (517 versus 676 morphine milligram equivalents; p = 0.004), decreased 90-day readmission (TKA: OR 1.9 [95% CI 1.3 to 2.9]; p = 0.002; THA: OR 2.0 [95% CI 1.6 to 3.8]; p = 0.03), and increased proportions of discharge to home (TKA: OR 2.4 [95% CI 1.6 to 3.6]; p = 0.01; THA: OR 2.5 [95% CI 1.5 to 4.6]; p = 0.002). Patients in the RRP group had no difference in the mean length of stay (TKA: 3.2 ± 2.6 days versus 3.1 ± 2.0 days; p = 0.64; THA: 3.2 ± 2.6 days versus 2.8 ± 1.9 days; p = 0.33). CONCLUSION Surgeons should consider developing an RRP in health safety-net hospitals. Such protocols emphasize preparing patients for surgery and supporting them through the acute recovery phase. There are possible benefits of neuraxial and nonopioid perioperative anesthesia, with emphasis on early mobility, which should be further characterized in comparative studies. Continued analysis of opioid use trends after discharge would be a future area of interest. Analysis of RRPs with expanded inclusion criteria should be undertaken to better understand the role of these protocols in patients who undergo revision TKA and THA. LEVEL OF EVIDENCE Level III, therapeutic study.
Collapse
Affiliation(s)
- Michael W Buchanan
- Department of Orthopaedic Surgery, Boston Medical Center, Boston, MA, USA
| | - Brian Gibbs
- Department of Orthopaedic Surgery, Boston Medical Center, Boston, MA, USA
| | - Andrew A Ronald
- Department of Orthopaedic Surgery, Boston Medical Center, Boston, MA, USA
| | - David Novikov
- Department of Orthopaedic Surgery, Boston Medical Center, Boston, MA, USA
| | - Allen Yang
- Department of Anesthesiology, Boston Medical Center, Boston, MA, USA
| | - Seroos Salavati
- Department of Anesthesiology, Boston Medical Center, Boston, MA, USA
| | - Ayesha Abdeen
- Department of Orthopaedic Surgery, Boston Medical Center, Boston, MA, USA
| |
Collapse
|
5
|
Raasveld FV, Lans J, Valerio IL, Eberlin KR. Social Deprivation is Associated with Increased Pain in Patients Presenting with Neuropathic Pain. PLASTIC AND RECONSTRUCTIVE SURGERY-GLOBAL OPEN 2024; 12:e5931. [PMID: 39148658 PMCID: PMC11326464 DOI: 10.1097/gox.0000000000005931] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Accepted: 05/09/2024] [Indexed: 08/17/2024]
Abstract
Background Neuropathic pain following nerve injury can be debilitating and negatively impact quality of life. Targeted muscle reinnervation (TMR) is an efficacious technique for the management of neuropathic pain. However, this technique may be unequally available for many geographical locations. Therefore, the aim of this study was to evaluate the association between Area Deprivation Index (ADI) and preoperative pain in patients undergoing TMR for treatment of neuropathic pain. Methods Patients who underwent TMR for neuropathic pain in the lower and upper extremities were prospectively enrolled at our tertiary care clinic. A chart review was conducted to obtain socioeconomic, surgery, and comorbidity parameters. Preoperative pain scores (0-10 pain score index), and the ADI, reflecting deprivation status on a 0-100 scale, were collected. Results A total of 162 patients from 13 different states were included, of which 119 were amputees (74%). The median ADI was 25 (IQR: 16-41) and the median preoperative pain score was 6 (IQR: 5-8). A higher ADI was independently associated with higher preoperative pain. The time interval from nerve injury to TMR was not associated with ADI. Conclusions Patients undergoing surgical treatment of neuropathic pain from more socially deprived settings have increased pain experience upon initial evaluation, despite having similar time from nerve injury or amputation to TMR. These findings highlight the importance of identifying patients presenting from socially deprived settings, as this may impact their physical and mental health along with their coping mechanisms, resulting in increased pain.
Collapse
Affiliation(s)
- Floris V Raasveld
- From Hand and Arm Center, Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Mass
- Department of Plastic, Reconstructive and Hand Surgery, Erasmus Medical Center, Erasmus University, Rotterdam, the Netherlands
| | - Jonathan Lans
- Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Mass
| | - Ian L Valerio
- Division of Plastic and Reconstructive Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Mass
| | - Kyle R Eberlin
- Division of Plastic and Reconstructive Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Mass
| |
Collapse
|
6
|
Sobba W, Lawrence KW, Haider MA, Thomas J, Schwarzkopf R, Rozell JC. The influence of body mass index on patient-reported outcome measures following total hip arthroplasty: a retrospective study of 3,903 Cases. Arch Orthop Trauma Surg 2024; 144:2889-2898. [PMID: 38796819 DOI: 10.1007/s00402-024-05381-8] [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: 10/30/2023] [Accepted: 05/07/2024] [Indexed: 05/29/2024]
Abstract
BACKGROUND The influence of obesity on patient-reported outcome measures (PROMs) following total hip arthroplasty (THA) is currently controversial. This study aimed to compare PROM scores for pain, functional status, and global physical/mental health based on body mass index (BMI) classification. METHODS Primary, elective THA procedures at a single institution between 2018 and 2021 were retrospectively reviewed, and patients were stratified into four groups based on BMI: normal weight (18.5-24.99 kg/m2), overweight (25-29.99 kg/m2), obese (30-39.99 kg/m2), and morbidly obese (> 40 kg/m2). Patient-Reported Outcome Measurement Information System (PROMIS) and Hip Disability and Osteoarthritis Outcome Score for Joint Replacement (HOOS, JR) scores were collected. Preoperative, postoperative, and pre/post- changes (pre/post-Δ) in scores were compared between groups. Multiple linear regression was used to assess for confounders. RESULTS We analyzed 3,404 patients undergoing 3,903 THAs, including 919 (23.5%) normal weight, 1,374 (35.2%) overweight, 1,356 (35.2%) obese, and 254 (6.5%) morbidly obese cases. HOOS, JR scores were worse preoperatively and postoperatively for higher BMI classes, however HOOS, JR pre/post-Δ was comparable between groups. All PROMIS measures were worse preoperatively and postoperatively in higher BMI classes, though pre/post-Δ were comparable for all groups. Clinically significant improvements for all BMI classes were observed in all PROM metrics except PROMIS mental health. Regression analysis demonstrated that obesity, but not morbid obesity, was independently associated with greater improvement in HOOS, JR. CONCLUSIONS Obese patients undergoing THA achieve lower absolute scores for pain, function, and self-perceived health, despite achieving comparable relative improvements in pain and function with surgery. Denying THA based on BMI restricts patients from clinically beneficial improvements comparable to those of non-obese patients, though morbidly obese patients may benefit from additional weight loss to achieve maximal functional improvement.
Collapse
Affiliation(s)
- Walter Sobba
- Department of Orthopedic Surgery, NYU Langone Health, 301 East 17 Street 15 Fl Suite 1518, New York, NY, USA
| | - Kyle W Lawrence
- Department of Orthopedic Surgery, NYU Langone Health, 301 East 17 Street 15 Fl Suite 1518, New York, NY, USA
| | - Muhammad A Haider
- Department of Orthopedic Surgery, NYU Langone Health, 301 East 17 Street 15 Fl Suite 1518, New York, NY, USA
| | - Jeremiah Thomas
- Department of Orthopedic Surgery, NYU Langone Health, 301 East 17 Street 15 Fl Suite 1518, New York, NY, USA
| | - Ran Schwarzkopf
- Department of Orthopedic Surgery, NYU Langone Health, 301 East 17 Street 15 Fl Suite 1518, New York, NY, USA
| | - Joshua C Rozell
- Department of Orthopedic Surgery, NYU Langone Health, 301 East 17 Street 15 Fl Suite 1518, New York, NY, USA.
| |
Collapse
|
7
|
Kebeh M, Dlott CC, Tung WS, Wiznia DH. Orthopaedic Nurse Navigators and Total Joint Arthroplasty Preoperative Optimization: Mental Health and Housing Status-Part Five of the Movement Is Life Special ONJ Series. Orthop Nurs 2024; 43:132-140. [PMID: 38861742 PMCID: PMC11178248 DOI: 10.1097/nor.0000000000001026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/13/2024] Open
Abstract
Mental health and housing status have the potential to impact total joint arthroplasty (TJA) outcomes and are common TJA eligibility criteria that prevent patients from receiving surgery. Our aim was to formulate recommendations for how nurse navigators can assist patients with managing mental health and housing concerns. Through discussions with nurse navigators and a literature search across two databases, we gathered information regarding the optimization of mental health and housing status among TJA patients. We observed a lack of standardized protocols for addressing these concerns and literature supporting an increased focus on mental health and housing status, indicating the potential for greater nurse navigator involvement in developing and implementing protocols. We recommend nurse navigators use screening tools to identify mental health and housing concerns and offer the suggested resources to support patients in an effort to improve postoperative outcomes and decrease surgical risks.
Collapse
Affiliation(s)
- Martha Kebeh
- Department of Orthopaedics and Rehabilitation, Yale School of Medicine, New Haven, CT, USA
| | - Chloe C. Dlott
- Department of Orthopaedics and Rehabilitation, Yale School of Medicine, New Haven, CT, USA
| | - Wei Shao Tung
- Department of Orthopaedics and Rehabilitation, Yale School of Medicine, New Haven, CT, USA
| | - Daniel H. Wiznia
- Department of Orthopaedics and Rehabilitation, Yale School of Medicine, New Haven, CT, USA
| |
Collapse
|
8
|
Plotsker EL, Graziano FD, Kim M, Boe LA, Tadros AB, Matros E, Azoury SC, Nelson JA. Social Determinants of Health and Patient-reported Outcomes Following Autologous Breast Reconstruction, Using Insurance as a Proxy. J Reconstr Microsurg 2024. [PMID: 38413009 DOI: 10.1055/a-2277-0236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/29/2024]
Abstract
BACKGROUND Insurance type can serve as a surrogate marker for social determinants of health and can influence many aspects of the breast reconstruction experience. We aimed to examine the impact of insurance coverage on patients reported outcomes with the BREAST-Q (patient reported outcome measure for breast reconstruction patients, in patients receiving) in patients receiving deep inferior epigastric artery perforator (DIEP) flap breast reconstruction. METHODS We retrospectively examined patients who received DIEP flaps at our institution from 2010 to 2019. Patients were divided into categories by insurance: commercial, Medicaid, or Medicare. Demographic factors, surgical factors, and complication data were recorded. Descriptive statistics, Fisher's exact, Kruskal-Wallis rank sum tests, and generalized estimating equations were performed to identify associations between insurance status and five domains of the BREAST-Q Reconstructive module. RESULTS A total of 1,285 patients were included, of which 1,011 (78.7%) had commercial, 89 (6.9%) had Medicaid, and 185 (14.4%) had Medicare insurances. Total flap loss rates were significantly higher in the Medicare and Medicaid patients as compared to commercial patients; however, commercial patients had a higher rate of wound dehiscence as compared to Medicare patients. With all other factors controlled for, patients with Medicare had lower Physical Well-being of the Chest (PWBC) than patients with commercial insurance (β = - 3.1, 95% confidence interval (CI): -5.0, -1.2, p = 0.002). There were no significant associations between insurance classification and other domains of the BREAST-Q. CONCLUSION Patients with government-issued insurance had lower success rates of autologous breast reconstruction. Further, patients with Medicare had lower PWBC than patients with commercial insurance regardless of other factors, while other BREAST-Q metrics did not differ. Further investigation as to the causes of such variation is warranted in larger, more diverse cohorts.
Collapse
Affiliation(s)
- Ethan L Plotsker
- Plastic and Reconstructive Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Francis D Graziano
- Plastic and Reconstructive Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Minji Kim
- Plastic and Reconstructive Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Lillian A Boe
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Audree B Tadros
- Breast Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Evan Matros
- Plastic and Reconstructive Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Said C Azoury
- Division of Plastic Surgery, Department of Surgery, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Jonas A Nelson
- Plastic and Reconstructive Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| |
Collapse
|
9
|
Salimy MS, Paschalidis A, Dunahoe JA, Chen AF, Alpaugh K, Bedair HS, Melnic CM. Mental Health Effects on the Minimal Clinically Important Difference in Total Joint Arthroplasty. J Am Acad Orthop Surg 2024; 32:e321-e330. [PMID: 38194673 DOI: 10.5435/jaaos-d-23-00538] [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: 06/04/2023] [Accepted: 12/11/2023] [Indexed: 01/11/2024] Open
Abstract
INTRODUCTION The effect of mental health on patient-reported outcome measures is not fully understood in total joint arthroplasty (TJA). Thus, we investigated the relationship between mental health diagnoses (MHDs) and the Minimal Clinically Important Difference for Improvement (MCID-I) and Worsening (MCID-W) in primary TJA and revision TJA (rTJA). METHODS Retrospective data were collected using relevant Current Procedural Terminology and MHDs International Classification of Diseases, 10th Revision, codes with completed Hip Disability and Osteoarthritis Outcome Score-Physical Function Short Form, Knee Injury and Osteoarthritis Outcome Score-Physical Function Short Form, Patient-reported Outcomes Measurement Information System (PROMIS)-Physical Function Short Form 10a, PROMIS Global-Mental, or PROMIS Global-Physical questionnaires. Logistic regressions and statistical analyses were used to determine the effect of a MHD on MCID-I/MCID-W rates. RESULTS Data included 4,562 patients (4,190 primary TJAs/372 rTJAs). In primary total hip arthroplasty (pTHA), MHD-affected outcomes for Hip Disability and Osteoarthritis Outcome Score-Physical Function Short Form (MCID-I: 81% versus 86%, P = 0.007; MCID-W: 6.0% versus 3.2%, P = 0.008), Physical Function Short Form 10a (MCID-I: 68% versus 77%, P < 0.001), PROMIS Global-Mental (MCID-I: 38% versus 44%, P = 0.009), and PROMIS Global-Physical (MCID-I: 61% versus 73%, P < 0.001; MCID-W: 14% versus 7.9%, P < 0.001) versus pTHA patients without MHD. A MHD led to lower rates of MCID-I for PROMIS Global-Physical (MCID-I: 56% versus 63%, P = 0.003) in primary total knee arthroplasty patients. No effects from a MHD were observed in rTJA patients. DISCUSSION The presence of a MHD had a prominent negative influence on pTHA patients. Patients who underwent rTJA had lower MCID-I rates, higher MCID-W rates, and lower patient-reported outcome measure scores despite less influence from a MHD. LEVEL OF EVIDENCE Level III, retrospective comparative study.
Collapse
Affiliation(s)
- Mehdi S Salimy
- From the Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School (Salimy, Paschalidis, Dunahoe, Alpaugh, Bedair, and Melnic), the Department of Orthopaedic Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA (Chen), and the Department of Orthopaedic Surgery, Newton-Wellesley Hospital, Newton, MA (Bedair, and Melnic)
| | | | | | | | | | | | | |
Collapse
|
10
|
Park J, Zhong X, Miley EN, Rutledge RS, Kakalecik J, Johnson MC, Gray CF. Machine Learning-Based Predictive Models for 90-Day Readmission of Total Joint Arthroplasty Using Comprehensive Electronic Health Records and Patient-Reported Outcome Measures. Arthroplast Today 2024; 25:101308. [PMID: 38229870 PMCID: PMC10790030 DOI: 10.1016/j.artd.2023.101308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Revised: 11/07/2023] [Accepted: 11/26/2023] [Indexed: 01/18/2024] Open
Abstract
Background The Centers for Medicare & Medicaid Services currently incentivizes hospitals to reduce postdischarge adverse events such as unplanned hospital readmissions for patients who underwent total joint arthroplasty (TJA). This study aimed to predict 90-day TJA readmissions from our comprehensive electronic health record data and routinely collected patient-reported outcome measures. Methods We retrospectively queried all TJA-related readmissions in our tertiary care center between 2016 and 2019. A total of 104-episode care characteristics and preoperative patient-reported outcome measures were used to develop several machine learning models for prediction performance evaluation and comparison. For interpretability, a logistic regression model was built to investigate the statistical significance, magnitudes, and directions of associations between risk factors and readmission. Results Given the significant imbalanced outcome (5.8% of patients were readmitted), our models robustly predicted the outcome, yielding areas under the receiver operating characteristic curves over 0.8, recalls over 0.5, and precisions over 0.5. In addition, the logistic regression model identified risk factors predicting readmission: diabetes, preadmission medication prescriptions (ie, nonsteroidal anti-inflammatory drug, corticosteroid, and narcotic), discharge to a skilled nursing facility, and postdischarge care behaviors within 90 days. Notably, low self-reported confidence to carry out social activities accurately predicted readmission. Conclusions A machine learning model can help identify patients who are at substantially increased risk of a readmission after TJA. This finding may allow for health-care providers to increase resources targeting these patients. In addition, a poor response to the "social activities" question may be a useful indicator that predicts a significant increased risk of readmission after TJA.
Collapse
Affiliation(s)
- Jaeyoung Park
- Booth School of Business, University of Chicago, Chicago, IL, USA
| | - Xiang Zhong
- Department of Industrial and Systems Engineering, University of Florida, Gainesville, FL, USA
| | - Emilie N. Miley
- Department of Orthopaedic Surgery and Sports Medicine, University of Florida, Gainesville, FL, USA
| | - Rachel S. Rutledge
- Department of Orthopaedic Surgery and Sports Medicine, University of Florida, Gainesville, FL, USA
| | - Jaquelyn Kakalecik
- Department of Orthopaedic Surgery and Sports Medicine, University of Florida, Gainesville, FL, USA
| | | | | |
Collapse
|
11
|
Salimy MS, Paschalidis A, Dunahoe JA, Bedair HS, Melnic CM. Patients Consistently Report Worse Outcomes Following Revision Total Knee Arthroplasty Compared to Primary Total Knee Arthroplasty. J Arthroplasty 2024; 39:459-465.e1. [PMID: 37572718 DOI: 10.1016/j.arth.2023.08.014] [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: 02/16/2023] [Revised: 08/01/2023] [Accepted: 08/03/2023] [Indexed: 08/14/2023] Open
Abstract
BACKGROUND Differences in patient-reported outcome measures (PROMs) between primary TKA (pTKA) and revision TKA (rTKA) have not been well-studied. Therefore, we compared pTKA and rTKA patients by the rates of achieving the Minimal Clinically Important Difference for Improvement (MCID-I) and Worsening (MCID-W). METHODS A total of 2,448 patients (2,239 pTKAs/209 rTKAs) were retrospectively studied. Patients who completed the Knee Injury and Osteoarthritis Outcome Score-Physical Function Short Form (KOOS-PS), Patient-Reported Outcomes Measurement Information System (PROMIS) Physical Function Short Form 10a (PF10a), PROMIS Global-Mental, or PROMIS Global-Physical questionnaires were identified by Current Procedural Terminology (CPT) codes. Patient-reported outcome measures and MCID-I/MCID-W rates were compared. Multivariate logistic regression models measured relationships between surgery type and postoperative outcomes. RESULTS Patients who underwent rTKA (all causes) had lower rates of improvement and higher rates of worsening compared to pTKA patients for KOOS-PS (MCID-I: 54 versus 68%, P < .001; MCID-W: 18 versus 8.6%, P < .001), PF10a (MCID-I: 44 versus 65%, P < .001; MCID-W: 22 versus 11%, P < .001), PROMIS Global-Mental (MCID-I: 34 versus 45%, P = .005), and PROMIS Global-Physical (MCID-I: 51 versus 60%, P = .014; MCID-W: 29 versus 14%, P < .001). Undergoing revision was predictive of worsening postoperatively for KOOS-PS, PF10a, and PROMIS Global-Physical compared to pTKA. Postoperative scores were significantly higher for all 4 PROMs following pTKA. CONCLUSION Patients reported significantly less improvement and higher rates of worsening following rTKA, particularly for PROMs that assessed physical function. Although pTKA patients did better overall, the improvement rates may be considered relatively low and should prompt discussions on improving outcomes following pTKA and rTKA. LEVEL OF EVIDENCE Level III, retrospective comparative study.
Collapse
Affiliation(s)
- Mehdi S Salimy
- Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Aris Paschalidis
- Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Jacquelyn A Dunahoe
- Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Hany S Bedair
- Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; Department of Orthopaedic Surgery, Newton-Wellesley Hospital, Newton, Massachusetts
| | - Christopher M Melnic
- Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; Department of Orthopaedic Surgery, Newton-Wellesley Hospital, Newton, Massachusetts
| |
Collapse
|
12
|
Goodman SM, Mannstadt I, Gibbons JAB, Rajan M, Bass A, Russell L, Mehta B, Figgie M, Parks ML, Venkatachalam S, Nowell WB, Brantner C, Lui G, Card A, Leung P, Tischler H, Young SR, Navarro-Millán I. Healthcare disparities: patients' perspectives on barriers to joint replacement. BMC Musculoskelet Disord 2023; 24:976. [PMID: 38110904 PMCID: PMC10726517 DOI: 10.1186/s12891-023-07096-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Accepted: 12/05/2023] [Indexed: 12/20/2023] Open
Abstract
OBJECTIVE Racial and ethnic disparities in arthroplasty utilization are evident, but the reasons are not known. We aimed to identify concerns that may contribute to barriers to arthroplasty from the patient's perspective. METHODS We identified patients' concerns about arthroplasty by performing a mixed methods study. Themes identified during semi-structured interviews with Black and Hispanic patients with advanced symptomatic hip or knee arthritis were used to develop a questionnaire to quantify and prioritize their concerns. Multiple linear and logistic regression analyses were conducted to determine the association between race/ethnicity and the importance of each theme. Models were adjusted for sex, insurance, education, HOOS, JR/KOOS, JR, and discussion of joint replacement with a doctor. RESULTS Interviews with eight participants reached saturation and provided five themes used to develop a survey answered by 738 (24%) participants; 75.5% White, 10.3% Black, 8.7% Hispanic, 3.9% Asian/Other. Responses were significantly different between groups (p < 0.05). Themes identified were "Trust in the surgeon" "Recovery", "Cost/Insurance", "Surgical outcome", and "Personal suitability/timing". Compared to Whites, Blacks were two-fold, Hispanics four-fold more likely to rate "Trust in the surgeon" as very/extremely important. Blacks were almost three times and Hispanics over six times more likely to rate "Recovery" as very/extremely important. CONCLUSION We identified factors of importance to patients that may contribute to barriers to arthroplasty, with marked differences between Blacks, Hispanics, and Whites.
Collapse
Affiliation(s)
- Susan M Goodman
- Department of Medicine, Weill Cornell Medicine, New York, NY, 10021, USA.
- Department of Rheumatology, Hospital for Special Surgery, 535 E 70th Street, New York, NY, 10021, USA.
| | - Insa Mannstadt
- Department of Rheumatology, Hospital for Special Surgery, 535 E 70th Street, New York, NY, 10021, USA
| | - J Alex B Gibbons
- Department of Medicine, Columbia University Vagelos Physician of College and Surgeons, New York, NY, USA
| | - Mangala Rajan
- Department of Medicine, Weill Cornell Medicine, New York, NY, 10021, USA
| | - Anne Bass
- Department of Rheumatology, Hospital for Special Surgery, 535 E 70th Street, New York, NY, 10021, USA
| | - Linda Russell
- Department of Rheumatology, Hospital for Special Surgery, 535 E 70th Street, New York, NY, 10021, USA
| | - Bella Mehta
- Department of Medicine, Weill Cornell Medicine, New York, NY, 10021, USA
- Department of Rheumatology, Hospital for Special Surgery, 535 E 70th Street, New York, NY, 10021, USA
| | - Mark Figgie
- Department of Orthopedic Surgery, Hospital for Special Surgery, 535 E 70th Street, New York, NY, 10021, USA
| | - Michael L Parks
- Department of Orthopedic Surgery, Hospital for Special Surgery, 535 E 70th Street, New York, NY, 10021, USA
| | | | | | - Collin Brantner
- Department of Medicine, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Geyanne Lui
- Department of Medicine, New York Institute of Technology College of Osteopathic Medicine, Glen Head, New York, NY, USA
| | - Andrea Card
- Department of Medicine, Weill Cornell Medicine, New York, NY, 10021, USA
| | - Peggy Leung
- Department of Medicine, Weill Cornell Medicine, New York, NY, 10021, USA
| | - Henry Tischler
- Department of Orthopedic Surgery, New York-Presbyterian Brooklyn Methodist Hospital, New York, NY, USA
| | - Sarah R Young
- Department of Social Work, Binghamton University, Binghamton, NY, USA
| | - Iris Navarro-Millán
- Department of Medicine, Weill Cornell Medicine, New York, NY, 10021, USA
- Department of Rheumatology, Hospital for Special Surgery, 535 E 70th Street, New York, NY, 10021, USA
| |
Collapse
|
13
|
Schmerler J, Dhanjani SA, Wenzel A, Kurian SJ, Srikumaran U, Ficke JR. Racial, Socioeconomic, and Payer Status Disparities in Utilization of Total Ankle Arthroplasty Compared to Ankle Arthrodesis. J Foot Ankle Surg 2023; 62:928-932. [PMID: 37595678 DOI: 10.1053/j.jfas.2023.08.004] [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: 03/15/2023] [Revised: 08/01/2023] [Accepted: 08/13/2023] [Indexed: 08/20/2023]
Abstract
Total ankle arthroplasty is increasingly being used for the treatment of ankle osteoarthritis when compared to arthrodesis. However, there has been limited investigation into disparities in utilization of these comparable procedures. This study examined racial/ethnic, socioeconomic, and payer status disparities in the likelihood of undergoing total ankle arthroplasty compared with ankle arthrodesis. Patients with a diagnosis of ankle osteoarthritis from 2006 through 2019 were identified in the National Inpatient Sample, then subclassified as undergoing total ankle arthroplasty or arthrodesis. Multivariable logistic regression models, adjusted for hospital location, primary or secondary osteoarthritis diagnosis, and patient characteristics (age, sex, infection, and Elixhauser comorbidities), were used to examine the effect of race/ethnicity, socioeconomic status, and payer status on the likelihood of undergoing total ankle arthroplasty versus arthrodesis. Black and Asian patients were 34% and 41% less likely than White patients to undergo total ankle arthroplasty rather than arthrodesis (p < .001). Patients in income quartiles 3 and 4 were 22% and 32% more likely, respectively, than patients in quartile 1 to undergo total ankle arthroplasty rather than arthrodesis (p = .001 and p = .01, respectively). In patients <65 years of age, privately insured and Medicare patients were 84% and 37% more likely, respectively, than Medicaid patients to undergo total ankle arthroplasty rather than arthrodesis (p < .001). Racial/ethnic, socioeconomic, and payer status disparities exist in the likelihood of undergoing total ankle arthroplasty versus arthrodesis for ankle osteoarthritis. More work is needed to establish drivers of these disparities and identify targets for intervention, including improvements in parity in relative procedure utilization.
Collapse
Affiliation(s)
| | - Suraj A Dhanjani
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD
| | - Alyssa Wenzel
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD
| | - Shyam J Kurian
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD
| | - Umasuthan Srikumaran
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD
| | - James R Ficke
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD.
| |
Collapse
|
14
|
Lachance AD, Call C, Radford Z, Stoddard H, Sturgeon C, Babikian G, Rana A, McGrory BJ. Rural-Urban Differences in Hospital and Patient-Reported Outcomes Following Total Hip Arthroplasty. Arthroplast Today 2023; 23:101190. [PMID: 37731592 PMCID: PMC10507436 DOI: 10.1016/j.artd.2023.101190] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Revised: 07/04/2023] [Accepted: 07/08/2023] [Indexed: 09/22/2023] Open
Abstract
Background Rural patients have unique health-care factors influencing outcomes of arthroplasty, hypothetically putting these patients at increased risk for complications following total joint arthroplasty. The aim of this study is to better understand differences in patient outcomes and satisfaction between rural and urban patients receiving care in an urban setting and to provide more equitable care. Methods A retrospective chart review was performed on patients undergoing primary total hip arthroplasty at a single large academic center between January 2013 and August 2020. Demographic, operative, and hospital outcomes were obtained from the institutional electronic medical record. Rurality was determined by rural-urban code (RUC) classifications by zip code with RUC codes 1-3 defined as urban and RUC 4-10 defined as rural. Results Patients from urban areas were more likely to visit the emergency department within 30 days postoperatively (P = .006) and be readmitted within 90 days (P < .001). However, unplanned (P < .001) admissions were higher in the rural group. There was no statistical difference in postoperative complications (P = .4). At 6 months, rural patients had higher patient-reported outcome measures (PROMs) including Hip Disability and Osteoarthritis Outcome Score total (P = .05), Hip Disability and Osteoarthritis Outcome Score interval (P = .05), self-reported functional improvement (P < .05), improvements in pain (P < .05), and that the surgery met expectations (P < .05). However, these values did not reach minimal clinically important difference. Conclusions There may be differences in emergency department visits, readmissions, and PROMs in rural vs urban populations undergoing total hip arthroplasty in an urban setting. Patient access to care and attitudes of rural patients toward health care may underlie these findings. Understanding differences in PROMs, satisfaction, and hospital-based outcomes based on rurality is essential to provide equitable arthroplasty care.
Collapse
Affiliation(s)
| | | | - Zachary Radford
- Department of Orthopaedics and Rehabilitation, Yale School of Medicine, New Haven, CT, USA
| | - Henry Stoddard
- MaineHealth Institute for Research, Maine Medical Center, Portland, ME, USA
| | - Callahan Sturgeon
- MaineHealth Institute for Research, Maine Medical Center, Portland, ME, USA
| | - George Babikian
- MaineHealth Institute for Research, Maine Medical Center, Portland, ME, USA
| | - Adam Rana
- MaineHealth Institute for Research, Maine Medical Center, Portland, ME, USA
- Tufts University School of Medicine, Maine Medical Center, Portland, ME, USA
| | - Brian J. McGrory
- MaineHealth Institute for Research, Maine Medical Center, Portland, ME, USA
- Tufts University School of Medicine, Maine Medical Center, Portland, ME, USA
| |
Collapse
|
15
|
Pavlovic N, Harris IA, Boland R, Brady B, Genel F, Naylor J. The effect of body mass index and preoperative weight loss in people with obesity on postoperative outcomes to 6 months following total hip or knee arthroplasty: a retrospective study. ARTHROPLASTY 2023; 5:48. [PMID: 37777817 PMCID: PMC10544191 DOI: 10.1186/s42836-023-00203-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2023] [Accepted: 07/25/2023] [Indexed: 10/02/2023] Open
Abstract
BACKGROUND Few studies have investigated the association between obesity, preoperative weight loss and postoperative outcomes beyond 30- and 90-days post-arthroplasty. This study investigated whether body mass index (BMI) and preoperative weight loss in people with obesity predict postoperative complications and patient-reported outcomes 6 months following total knee or hip arthroplasty. METHODS Two independent, prospectively collected datasets of people undergoing primary total knee or hip arthroplasty for osteoarthritis between January 2013 and June 2018 at two public hospitals were merged. First, the sample was grouped into BMI categories, < 35 kg/m2 and ≥ 35 kg/m2. Subgroup analysis was completed separately for hips and knees. Second, a sample of people with BMI ≥ 30 kg/m2 was stratified into participants who did or did not lose ≥ 5% of their baseline weight preoperatively. The presence of postoperative complications, Oxford Hip Score, Oxford Knee Score, EuroQol Visual Analogue Scale and patient-rated improvement 6 months post-surgery were compared using unadjusted and adjusted techniques. RESULTS From 3,552 and 9,562 patients identified from the datasets, 1,337 were included in the analysis after merging. After adjustment for covariates, there was no difference in postoperative complication rate to 6 months post-surgery according to BMI category (OR 1.0, 95%CI 0.8-1.4, P = 0.8) or preoperative weight loss (OR 1.1, 95%CI 0.7-1.8, P = 0.7). There was no between-group difference according to BMI or preoperative weight change for any patient-reported outcomes 6 months post-surgery. CONCLUSION Preoperative BMI or a 5% reduction in preoperative BMI in people with obesity was not associated with postoperative outcomes to 6 months following total knee or hip arthroplasty.
Collapse
Affiliation(s)
- Natalie Pavlovic
- South Western Sydney Clinical School, Faculty of Medicine and Health, University of New South Wales, Sydney, NSW, 2170, Australia.
- Fairfield Hospital, South Western Sydney Local Health District, Sydney, NSW, 2176, Australia.
| | - Ian A Harris
- South Western Sydney Clinical School, Faculty of Medicine and Health, University of New South Wales, Sydney, NSW, 2170, Australia
- Whitlam Orthopaedic Research Centre, Ingham Institute for Applied Medical Research, Sydney, NSW, 2170, Australia
- School of Clinical Medicine, UNSW Medicine and Health, University of New South Wales, Sydney, NSW, 2052, Australia
| | - Robert Boland
- Fairfield Hospital, South Western Sydney Local Health District, Sydney, NSW, 2176, Australia
- Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, 2006, Australia
| | - Bernadette Brady
- Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, 2006, Australia
- Liverpool Hospital, South Western Sydney Local Health District, Sydney, NSW, 2170, Australia
- School of Health Sciences, Western Sydney University, Sydney, NSW, 2560, Australia
| | - Furkan Genel
- Whitlam Orthopaedic Research Centre, Ingham Institute for Applied Medical Research, Sydney, NSW, 2170, Australia
- Faculty of Medicine and Health, St George and Sutherland Clinical School, University of New South Wales, Sydney, NSW, 2217, Australia
| | - Justine Naylor
- South Western Sydney Clinical School, Faculty of Medicine and Health, University of New South Wales, Sydney, NSW, 2170, Australia
- Whitlam Orthopaedic Research Centre, Ingham Institute for Applied Medical Research, Sydney, NSW, 2170, Australia
| |
Collapse
|
16
|
Humphrey TJ, Salimy MS, Duvvuri P, Melnic CM, Bedair HS, Alpaugh K. A Matched Comparison of the Rates of Achieving the Minimal Clinically Important Difference Following Conversion and Primary Total Hip Arthroplasty. J Arthroplasty 2023; 38:1767-1772. [PMID: 36931363 DOI: 10.1016/j.arth.2023.03.029] [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: 12/08/2022] [Revised: 03/05/2023] [Accepted: 03/09/2023] [Indexed: 03/19/2023] Open
Abstract
BACKGROUND Patient-reported outcome measures (PROMs) are often lower following conversion total hip arthroplasty (cTHA) compared to matched primary total hip arthroplasty (THA) controls. However, the minimal clinically important differences (MCIDs) for any PROMs are yet to be analyzed for cTHA. This study aimed to (1) determine if patients undergoing cTHA achieve primary THA-specific 1-year PROM MCIDs at comparable rates to matched controls undergoing primary THA and (2) establish 1-year MCID values for specific PROMs following cTHA. METHODS A retrospective case-control study was conducted using 148 cases of cTHA which were matched 1:2 to 296 primary THA patients. Previously defined anchor values for 2 PROM measures in primary THA were used to compare cTHA to primary THA, while novel cTHA-specific MCID values for 2 PROMs were calculated through a distribution method. Predictors of achieving the MCID of PROMs were analyzed through multivariate logistic regressions. RESULTS Conversion THA was associated with decreased odds of achieving the primary THA-specific 1-year Hip dysfunction and Osteoarthritis Outcome Score for Joint Replacement PROM (Odds Ratio: 0.319, 95% Confidence Interval: 0.182-0.560, P < .001) and Patient Reported Outcomes Measurement Information System Physical Function Short-Form-10a PROM (Odds Ratio: 0.531, 95% Confidence Interval: 0.313-0.900, P = .019) MCIDs in reference to matched primary THA patients. Less than 60% of cTHA patients achieved an MCID. The 1-year MCID of the Hip dysfunction and Osteoarthritis Outcome Score for Joint Replacement and Patient Reported Outcomes Measurement Information System Physical Function Short-Form-10a specific to cTHA were +10.71 and +4.68, respectively. CONCLUSION While cTHA is within the same diagnosis-related group as primary THA, patients undergoing cTHA have decreased odds of achieving 1-year MCIDs of primary THA-specific PROMs. LEVEL OF EVIDENCE Level III, retrospective comparative study.
Collapse
Affiliation(s)
- Tyler J Humphrey
- Department of Orthopaedic Surgery, Newton-Wellesley Hospital, Newton, Massachusetts
| | - Mehdi S Salimy
- Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Priya Duvvuri
- Department of Orthopaedic Surgery, Newton-Wellesley Hospital, Newton, Massachusetts
| | - Christopher M Melnic
- Department of Orthopaedic Surgery, Newton-Wellesley Hospital, Newton, Massachusetts; Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Hany S Bedair
- Department of Orthopaedic Surgery, Newton-Wellesley Hospital, Newton, Massachusetts; Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Kyle Alpaugh
- Department of Orthopaedic Surgery, Newton-Wellesley Hospital, Newton, Massachusetts; Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| |
Collapse
|
17
|
Diversity in Orthopaedic Surgery Medical Device Clinical Trials: An Analysis of the Food and Drug Administration Safety and Innovation Act. J Am Acad Orthop Surg 2023; 31:155-165. [PMID: 36525566 DOI: 10.5435/jaaos-d-22-00704] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Accepted: 10/31/2022] [Indexed: 12/23/2022] Open
Abstract
INTRODUCTION Demographic factors contribute markedly to orthopaedic surgery outcomes. However, women and minorities have been historically excluded from clinical trials. The United States passed the Safety and Innovation Act (Food and Drug Administration Safety and Innovation Act [FDA-SIA]) in 2012 to increase study diversity and mandate reporting of certain demographics. The purpose of this study was to investigate demographic reporting and analysis among high-risk orthopaedic medical device trials and evaluate the effectiveness of the FDA-SIA in increasing diversity of study enrollment. METHODS The premarket approval database was queried for all original submissions approved by the Orthopedic Advisory Committee from January 1, 2003, to July 1, 2022. Study demographics were recorded. Weighted means of race, ethnicity, and sex were compared before and after FDA-SIA implementation with the US population. RESULTS We identified 51 orthopaedic trials with unique study data. Most Food and Drug Administration device trials reported age (98.0%) and sex (96.1%), but only 49.0% and 37.3% reported race and ethnicity, respectively. Only 23 studies analyzed sex, six analyzed race, and two analyzed ethnicity. Compared with the US population, participants were overwhelmingly White (91.36% vs. 61.63%, P < 0.001) with a significant underrepresentation of Black (3.65% vs. 12.41%, P = 0.008), Asian (0.86% vs. 4.8%, P = 0.030), and Hispanic participants (3.02% vs. 18.73%, P < 0.001) before 2013. The FDA-SIA increased female patient enrollment (58.99% vs. 47.96%, P = 0.021) but did not increase the enrollment of racial or ethnic minorities. CONCLUSION Despite efforts to increase the generalizability of studies within the FDA-SIA, orthopaedic medical devices still fail to enroll diverse populations and provide demographic subgroup analysis. The study populations within these trials do not represent the populations for whom these devices will be indicated in the community. The federal government must play a stronger role in mandating study diversity, enforcing appropriate statistical analysis of the demographic subgroups, and executing measures to ensure compliance. LEVEL OF EVIDENCE I.
Collapse
|
18
|
Goh GS, Lonner JH. Response to Letter to the Editor on "The Paradox of Patient-Reported Outcome Measures: Should We Prioritize "Feeling Better" or "Feeling Good" After Total Knee Arthroplasty?". J Arthroplasty 2022; 37:e10-e11. [PMID: 36162930 DOI: 10.1016/j.arth.2022.05.030] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 05/13/2022] [Indexed: 02/02/2023] Open
Affiliation(s)
- Graham S Goh
- Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Jess H Lonner
- Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, Pennsylvania
| |
Collapse
|