1
|
Lutz RW, Alexander TN, McCahon JAS, Lencer AJ, Patrizio HA, Courtney PM, Deirmengian GK. The Use of Telehealth to Improve Office Efficiency and Health Care Access Among Patients Being Evaluated for Revision Total Joint Arthroplasty. Orthopedics 2024:1-5. [PMID: 39208393 DOI: 10.3928/01477447-20240826-02] [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] [Indexed: 09/04/2024]
Abstract
BACKGROUND Patients being evaluated for revision total joint arthroplasty (RTJA) are often referred to tertiary care centers, which may decrease their access to adequate health care and overburden these health care systems. The purpose of this study was to evaluate the feasibility and effectiveness of RTJA patient evaluation via telehealth. MATERIALS AND METHODS We identified a consecutive series of patients newly evaluated for a symptomatic TJA by two academic surgeons during a 1-year period. Clinical records, radiographs, and laboratory values were reviewed to determine whether the patient was indicated for RTJA. Efficiency was determined by calculating the percentage of patients who could have been adequately evaluated with telehealth. We then used the modalities required for diagnosis in each RTJA case to determine the feasibility of evaluating such patients through telehealth. RESULTS Of the 381 patients evaluated for RTJA candidacy, 154 (40.4%) were indicated for revision surgery. All 152 patients evaluated for possible hip revision could have been evaluated and diagnosed via telehealth, demonstrating a telehealth efficiency of 100%. Of 229 patients evaluated for possible knee revision, 183 were able to be evaluated and diagnosed via telehealth. The 46 remaining patients were indicated for revision secondary to instability, which would require an in-office examination for diagnosis. The efficiency of telehealth for potential knee revision patients was 79.9%. CONCLUSION Telehealth may be useful in evaluating patients with symptomatic TJA. It may increase the efficiency of in-office evaluations and reduce potential barriers to health care access. [Orthopedics. 202x;4x(x):xx-xx.].
Collapse
|
2
|
Haglin JM, Brinkman JC, Austin RP, Deckey DG, Christopher ZK, Spangehl MJ, Bingham JS. Risk Versus Reward: Hospitals Incentivized More Than Surgeons to Care for Riskier Arthroplasty Patients. J Arthroplasty 2024; 39:S71-S75. [PMID: 38735550 DOI: 10.1016/j.arth.2024.05.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Revised: 05/01/2024] [Accepted: 05/02/2024] [Indexed: 05/14/2024] Open
Abstract
BACKGROUND The purpose of this study was to assess the relationship between risk and reimbursement for both surgeons and hospitals among Medicare patients undergoing primary total joint arthroplasty (TJA). METHODS The "2021 Medicare Physician and Other Provider" and "2021 Medicare Inpatient Hospitals" files were used. Patient comorbidity profiles were collected, including the mean patient hierarchal condition category (HCC) risk score. Surgeon data included all primary TJA procedures (inpatient and outpatient) billed to Medicare in 2021, while hospital data included all such inpatient episodes. Surgeon and hospital reimbursements were collected. All episodes were split into a "sicker cohort" with an HCC risk score of 1.5 or more and a "healthier cohort" with HCC risk scores less than 1.5. Variables were compared across cohorts. RESULTS In 2021, 386,355 primary total hip and knee arthroplasty procedures were billed to Medicare and were included. The mean surgeon reimbursement among the sicker cohort was $1,021.91, which was less than for the healthier cohort of $1,060.13 (P < .001). Meanwhile, for the hospital analysis, 112,012 Medicare TJA patients were admitted as inpatients and included. The mean reimbursement to hospitals was significantly greater for the sicker cohort at $13,950.66, compared to the healthier cohort of $8,430.46. For both analyses, the sicker patient cohorts had a significantly higher rate of all comorbidities assessed (P < .001). CONCLUSIONS This study demonstrates that mean surgeon reimbursement was lower for primary TJA among sicker patients in comparison to their healthier counterparts, while hospital reimbursement was higher for sicker patients. This represents a discrepancy in the incentivization of care for complex patients, as hospitals receive increased remuneration for taking on extra risk, while surgeons get paid less on average for performing TJA on sicker patients. Such data should inform future policy to assure continued access to arthroplasty care among complex patients.
Collapse
Affiliation(s)
- Jack M Haglin
- Department of Orthopedic Surgery, Mayo Clinic, Phoenix, Arizona
| | | | - Roman P Austin
- Department of Orthopedic Surgery, Mayo Clinic, Phoenix, Arizona
| | - David G Deckey
- Department of Orthopedic Surgery, Mayo Clinic, Phoenix, Arizona
| | | | - Mark J Spangehl
- Department of Orthopedic Surgery, Mayo Clinic, Phoenix, Arizona
| | | |
Collapse
|
3
|
Haglin JM, Brinkman JC, Lin E, Tummala SV, McQuivey KS, Patel KA, Chhabra A. Arthroscopy Patients in Medicare Population Became Sicker While Reimbursement Decreased From 2013 to 2020. Arthrosc Sports Med Rehabil 2024; 6:100950. [PMID: 39421342 PMCID: PMC11480790 DOI: 10.1016/j.asmr.2024.100950] [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: 06/26/2023] [Accepted: 04/29/2024] [Indexed: 10/19/2024] Open
Abstract
Purpose To assess surgeon reimbursement for common arthroscopic procedures, including arthroscopic meniscal debridement and arthroscopic rotator cuff repair, in patients with differing risk profiles within the Medicare population. Methods A publicly available Medicare database was used to identify all cases of arthroscopic meniscal debridement and arthroscopic rotator cuff repair procedures billed to Medicare from 2013 to 2020. The surgeon reimbursement from Medicare was collected and adjusted for inflation. All procedure episodes were split into 2 cohorts; those with a hierarchical condition category (HCC) risk score ≥1.5, and those with patient HCC risk scores <1.5. Reimbursement rates were compared between groups. Results From 2013 to 2020, a total of 624,077 meniscal debridement procedures and 567,794 arthroscopic rotator cuff repairs were billed to Medicare Part B. During this time, the mean adjusted surgeon reimbursement for arthroscopic rotator cuff repair decreased by 9.2% from 2013 to 2020. During the same time period, the adjusted mean surgeon reimbursement for arthroscopic both compartment meniscal debridement and single compartment meniscal debridement decreased by 7.9% and 9.9%, respectively. Throughout the study period, the mean HCC risk score increased from 1.19 in 2013 to 1.31 in 2020 (P < .001). Across all years in the study, the sicker cohort had a significantly greater rate of all comorbidities and a greater mean body mass index (P < .001 for all variables). The mean reimbursement across this cohort was lower for both rotator cuff repair (P = .037) and meniscal debridement procedures (P < .001) compared with the healthier cohort. Conclusions This study demonstrates that from 2013 to 2020, inflation-adjusted surgeon reimbursement for arthroscopic rotator cuff repair and meniscal debridement decreased while patient complexity increased. Further, mean surgeon reimbursement was lower among patients with more complexity in comparison with their healthier counterparts for such procedures. Level of Evidence Level III, retrospective cohort study.
Collapse
Affiliation(s)
- Jack M. Haglin
- Department of Orthopedic Surgery, Mayo Clinic, Phoenix, Arizona, U.S.A
| | | | - Eugenia Lin
- Department of Orthopedic Surgery, Mayo Clinic, Phoenix, Arizona, U.S.A
| | | | - Kade S. McQuivey
- Department of Orthopedic Surgery, Mayo Clinic, Phoenix, Arizona, U.S.A
| | - Karan A. Patel
- Department of Orthopedic Surgery, Mayo Clinic, Phoenix, Arizona, U.S.A
| | - Anikar Chhabra
- Department of Orthopedic Surgery, Mayo Clinic, Phoenix, Arizona, U.S.A
| |
Collapse
|
4
|
Reddy A, Miley EN, Parvataneni HK, Prieto HA, Gray CF. Reversal of the Halo Effect: Prolonged Participation in Comprehensive Care for Joint Replacement Negatively Impacts Revision Metrics. Arthroplast Today 2024; 28:101466. [PMID: 39100415 PMCID: PMC11295625 DOI: 10.1016/j.artd.2024.101466] [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: 04/03/2024] [Revised: 05/07/2024] [Accepted: 06/10/2024] [Indexed: 08/06/2024] Open
Abstract
Background The downstream regional effect of the Comprehensive Care for Joint Replacement (CJR) program on care pathway-adjacent patients, including revision arthroplasty patients, is poorly understood. Prior studies have demonstrated that care pathways targeting primary total joint arthroplasty may produce a halo effect, impacting more complex patients with parallel care pathways. However, neither the effect of regional referral changes from CJR nor the durability of these positive changes with prolonged bundle participation has been assessed. Methods Blinded data were pulled from electronic medical records. Primary analyses focused on the effect of CJR participation from 2015 (baseline) to 2020 (final participation year) at a tertiary care safety-net hospital. Patient demographics were evaluated using multivariate analysis of variance and chi-square calculations between procedure types over time. Results Patients who underwent revision total knee arthroplasty (N = 376) and revision total hip arthroplasty (N = 482) were included. More patients moved through the revision-care pathway over the participation period, with volume increasing by 42% over time. Patients became more medically complex: the Charlson comorbidity index increased from 3.91 to 4.65 (P = .01). The mean length of stay decreased from 5.14 days to 4.50 days (P = .03), but the all-cause complication (8.3%-15.2%; P = .02) and readmission rates (13.6%-16.6%; P = .19) increased over time. Conclusions Despite care pathway improvements over 5 years of CJR participation, revision patients did not display clear benefits in quality metrics but demonstrated a considerable increase in volume and medical complexity over time. The care of these patients may supersede even thoughtfully implemented care pathways, especially when referral burden increases, as may be prone to happen in regional, financial risk-conferring value-based programs. Understanding the impact of mandatory bundled payment programs like CJR on the care of arthroplasty patients regionally will be essential as value-based programs evolve.
Collapse
Affiliation(s)
- Akshay Reddy
- College of Medicine, University of Florida, Gainesville, FL, USA
| | - Emilie N. Miley
- Department of Orthopaedic Surgery, College of Medicine, University of Florida, Gainesville, FL
| | | | - Hernan A. Prieto
- Department of Orthopaedic Surgery, College of Medicine, University of Florida, Gainesville, FL
| | | |
Collapse
|
5
|
Blackburn CW, Du JY, Marcus RE. Elective THA for Indications Other Than Osteoarthritis Is Associated With Increased Cost and Resource Use: A Medicare Database Study of 135,194 Claims. Clin Orthop Relat Res 2024; 482:1159-1170. [PMID: 38011034 PMCID: PMC11219182 DOI: 10.1097/corr.0000000000002922] [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: 05/30/2023] [Accepted: 10/17/2023] [Indexed: 11/29/2023]
Abstract
BACKGROUND Under Medicare's fee-for-service and bundled payment models, the basic unit of hospital payment for inpatient hospitalizations is determined by the Medicare Severity Diagnosis Related Group (MS-DRG) coding system. Primary total joint arthroplasties (hip and knee) are coded under MS-DRG code 469 for hospitalizations with a major complication or comorbidity and MS-DRG code 470 for those without a major complication or comorbidity. However, these codes do not account for the indication for surgery, which may influence the cost of care.Questions/purposes We sought to (1) quantify the differences in hospital costs associated with six of the most common diagnostic indications for THA (osteoarthritis, rheumatoid arthritis, avascular necrosis, hip dysplasia, posttraumatic arthritis, and conversion arthroplasty), (2) assess the primary drivers of cost variation using comparisons of hospital charge data for the diagnostic indications of interest, and (3) analyze the median length of stay, discharge destination, and intensive care unit use associated with these indications. METHODS This study used the 2019 Medicare Provider Analysis and Review Limited Data Set. Patients undergoing primary elective THA were identified using MS-DRG codes and International Classification of Diseases, Tenth Revision, Procedure Coding System codes. Exclusion criteria included non-fee-for-service hospitalizations, nonelective procedures, patients with missing data, and THAs performed for indications other than the six indications of interest. A total of 713,535 primary THAs and TKAs were identified in the dataset. After exclusions were applied, a total of 135,194 elective THAs were available for analysis. Hospital costs were estimated using cost-to-charge ratios calculated by the Centers for Medicare and Medicaid Services. The primary benefit of using cost-to-charge ratios was that it allowed us to analyze a large national dataset and to mitigate the random cost variation resulting from unique hospitals' practices and patient populations. As an investigation into matters of health policy, we believe that assessing the surgical cost borne by the "average" hospital was most appropriate. To analyze estimated hospital costs, we performed a multivariable generalized linear model controlling for patient demographics (gender, age, and race), preoperative health status, and hospital characteristics (hospital setting [urban versus rural], geography, size, resident-to-bed ratio, and wage index). We assessed the principal drivers of cost variation by analyzing the median hospital charges arising from 30 different hospital revenue centers using descriptive statistics. Length of stay, intensive care use, and discharge to a nonhome location were analyzed using multivariable binomial logistic regression. RESULTS The cost of THA for avascular necrosis was 1.050 times (95% confidence interval 1.042 to 1.069; p < 0.001), or 5% greater than, the cost of THA for osteoarthritis; the cost of hip dysplasia was 1.132 times (95% CI 1.113 to 1.152; p < 0.001), or 13% greater; the cost of posttraumatic arthritis was 1.220 times (95% CI 1.193 to 1.246; p < 0.001), or 22% greater; and the cost of conversion arthroplasty was 1.403 times (95% CI 1.386 to 1.419; p < 0.001), or 40% greater. Importantly, none of these CIs overlap, indicating a discernable hierarchy of cost associated with these diagnostic indications for surgery. Rheumatoid arthritis was not associated with an increase in cost. Medical or surgical supplies and operating room charges represented the greatest increase in charges for each of the surgical indications examined, suggesting that increased use of medical and surgical supplies and operating room resources were the primary drivers of increased cost. All of the orthopaedic conditions we investigated demonstrated increased odds that a patient would experience a prolonged length of stay and be discharged to a nonhome location compared with patients undergoing THA for osteoarthritis. Avascular necrosis, posttraumatic arthritis, and conversion arthroplasty were also associated with increased intensive care unit use. Posttraumatic arthritis and conversion arthroplasty demonstrated the largest increase in resource use among all the orthopaedic conditions analyzed. CONCLUSION Compared with THA for osteoarthritis, THA for avascular necrosis, hip dysplasia, posttraumatic arthritis, and conversion arthroplasty is independently associated with stepwise increases in resource use. These cost increases are predominantly driven by greater requirements for medical and surgical supplies and operating room resources. Posttraumatic arthritis and conversion arthroplasty demonstrated substantially increased costs, which can result in financial losses in the setting of fixed prospective payments. These findings underscore the inability of MS-DRG coding to adequately reflect the wide range of surgical complexity and resource use of primary THAs. Hospitals performing a high volume of THAs for indications other than osteoarthritis should budget for an anticipated increase in costs, and orthopaedic surgeons should advocate for improved MS-DRG coding to appropriately reimburse hospitals for the financial and clinical risk of these surgeries. LEVEL OF EVIDENCE Level IV, economic and decision analysis.
Collapse
Affiliation(s)
- Collin W. Blackburn
- Department of Orthopaedic Surgery, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Jerry Y. Du
- Hospital for Special Surgery, New York, NY, USA
| | - Randall E. Marcus
- Department of Orthopaedic Surgery, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| |
Collapse
|
6
|
Kohring AS, Lutz R, Parikh N, Hobbs J, Bridges TN, Krueger CA. Analysis of Costs Associated With Increased Length of Stay After Total Joint Arthroplasty at a Single Private Practice. J Am Acad Orthop Surg 2024:00124635-990000000-00992. [PMID: 38773848 DOI: 10.5435/jaaos-d-23-01262] [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: 12/29/2023] [Accepted: 01/27/2024] [Indexed: 05/24/2024] Open
Abstract
INTRODUCTION As the demand for total hip arthroplasty (THA) and total knee arthroplasty (TKA) increases, so does the financial burden of these services. Despite efforts to optimize spending and bundled care payments, THA and TKA costs still need to be assessed. Our study explores the relationship between perioperative costs and length of stay (LOS) for THA and TKA. METHODS A total of 614 patients undergoing THA or TKA at a single private practice with LOS from zero to 3 days were identified. All patients were insured by private or Medicare Advantage insurance from a single provider. Primary outcomes included total costs and their relationship with LOS, classified into surgeon reimbursement, facility costs, and anesthesia costs. Secondary outcomes included readmission rates and discharge disposition. Analyses involved Student t-test, analysis of variance, and chi-square tests. RESULTS Longer LOS was associated with increased total, facility, and anesthesia costs. Costs for THA patients were stable except for reduced surgeon reimbursement with longer LOS. Patients undergoing TKA experienced an increase in facility costs with longer LOS. Total facility and anesthesia costs increased with LOS for Medicare Advantage patients, but surgeon reimbursement remained stable. Privately insured patients experienced higher total and facility costs but stable surgeon reimbursement and anesthesia costs regardless of LOS. CONCLUSION Our study shows an increase in total cost with longer LOS, especially pronounced in privately insured patients. A notable reduction was observed in the surgeon reimbursement for Medicare Advantage patients with extended LOS. These findings underscore the need for efficient surgical practices and postoperative care strategies to optimize hospital stays and control costs.
Collapse
Affiliation(s)
- Adam S Kohring
- From the Jefferson Health New Jersey, Stratford, NJ (Kohring, Lutz, and Bridges), and Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, PA (Parikh, Hobbs, and Krueger)
| | | | | | | | | | | |
Collapse
|
7
|
DeMik DE, Gold PA, Frisch NB, Kerr JM, Courtney PM, Rana AJ. A Cautionary Tale: Malaligned Incentives in Total Hip and Knee Arthroplasty Payment Model Reforms Threaten Promising Innovation and Access to Care. J Arthroplasty 2024; 39:1125-1130. [PMID: 38336300 DOI: 10.1016/j.arth.2024.01.064] [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: 10/03/2023] [Revised: 01/30/2024] [Accepted: 01/31/2024] [Indexed: 02/12/2024] Open
Abstract
Over the past several years, there have been notable changes and controversies involving Medicare reimbursement for total hip (THA) and total knee arthroplasty (TKA). We have seen the development and implementation of experimental bundled payment model pilot programs goals of improving quality and decreasing overall costs of care during the last decade. Many orthopaedic surgeons have embraced these programs and have demonstrated the ability to succeed in these new models by implementing strategies, such as preservice optimization, to shift care away from inpatient or postdischarge settings and reduce postoperative complications. However, these achievements have been met with continual reductions in surgeon reimbursement rates, lower bundle payment target pricings, modest increases in hospital reimbursement rates, and inappropriate valuations of THA and TKA Common Procedural Terminology (CPT) codes. These challenges have led to an organized advocacy movement and spurred research involving the methods by which improvements have been made throughout the entire episode of arthroplasty care. Collectively, these efforts have recently led to a novel application of CPT codes recognized by payers to potentially capture presurgical optimization work. In this paper, we present an overview of contemporary payment models, summarize notable events involved in the review of THA and TKA CPT codes, review recent changes to THA and TKA reimbursement, and discuss future challenges faced by arthroplasty surgeons that threaten access to high-quality THA and TKA care.
Collapse
Affiliation(s)
- David E DeMik
- Rothman Orthopaedic Institute, Philadelphia, Pennsylvania
| | - Peter A Gold
- Panorama Orthopedics & Spine Center, Golden, Colorado
| | | | - Joshua M Kerr
- American Association of Hip and Knee Surgeons, Chicago, Illinois
| | | | - Adam J Rana
- Maine Medical Partners Orthopedics and Sports Medicine, South Portland, Maine
| |
Collapse
|
8
|
Zheng H, Ash AS, Yang W, Liu SH, Allison J, Ayers DC. Strengthening Quality Measurement to Predict Success for Total Knee Arthroplasty: Results from a Nationally Representative Total Knee Arthroplasty Cohort. J Bone Joint Surg Am 2024; 106:708-715. [PMID: 38271493 PMCID: PMC11023798 DOI: 10.2106/jbjs.23.00602] [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: 01/27/2024]
Abstract
BACKGROUND When performed well on appropriate patients, total knee arthroplasty (TKA) can dramatically improve quality of life. Patient-reported outcome measures (PROMs) are increasingly used to measure outcome following TKA. Accurate prediction of improvement in PROMs after TKA potentially plays an important role in judging the surgical quality of the health-care institutions as well as informing preoperative shared decision-making. Starting in 2027, the U.S. Centers for Medicare & Medicaid Services (CMS) will begin mandating PROM reporting to assess the quality of TKAs. METHODS Using data from a national cohort of patients undergoing primary unilateral TKA, we developed an original model that closely followed a CMS-proposed measure to predict success, defined as achieving substantial clinical benefit, specifically at least a 20-point improvement on the Knee injury and Osteoarthritis Outcome Score, Joint Arthroplasty (KOOS, JR) at 1 year, and an enhanced model with just 1 additional predictor: the baseline KOOS, JR. We evaluated each model's performance using the area under the receiver operator characteristic curve (AUC) and the ratio of observed to expected (model-predicted) outcomes (O:E ratio). RESULTS We studied 5,958 patients with a mean age of 67 years; 63% were women, 93% were White, and 87% were overweight or obese. Adding the baseline KOOS, JR improved the AUC from 0.58 to 0.73. Ninety-four percent of those in the top decile of predicted probability of success under the enhanced model achieved success, compared with 34% in its bottom decile. Analogous numbers for the original model were less discriminating: 77% compared with 57%. Only the enhanced model predicted success accurately across the spectrum of baseline scores. The findings were virtually identical when we replicated these analyses on only patients ≥65 years of age. CONCLUSIONS Adding a baseline knee-specific PROM score to a quality measurement model in a nationally representative cohort dramatically improved its predictive power, eliminating ceiling and floor effects and mispredictions for readily identifiable patient subgroups. The enhanced model neither favors nor discourages care for those with greater knee dysfunction and requires no new data collection. LEVEL OF EVIDENCE Prognostic Level II . See Instructions for Authors for a complete description of levels of evidence.
Collapse
Affiliation(s)
- Hua Zheng
- Department of Orthopedics and Physical Rehabilitation, University of Massachusetts Chan Medical School, Worcester, Massachusetts
| | - Arlene S Ash
- Department of Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, Worcester, Massachusetts
| | - Wenyun Yang
- Department of Commonwealth Medicine, Public and Private Health Solutions, University of Massachusetts Chan Medical School, Worcester, Massachusetts
| | - Shao-Hsien Liu
- Department of Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, Worcester, Massachusetts
| | - Jeroan Allison
- Department of Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, Worcester, Massachusetts
| | - David C Ayers
- Department of Orthopedics and Physical Rehabilitation, University of Massachusetts Chan Medical School, Worcester, Massachusetts
| |
Collapse
|
9
|
Magnuson JA, Hobbs J, Yakkanti R, Gold PA, Courtney PM, Krueger CA. Lower Revenue Surplus in Medicare Advantage Versus Private Commercial Insurance for Total Joint Arthroplasty: An Analysis of a Single Payor Source at One Institution. J Arthroplasty 2024; 39:26-31.e1. [PMID: 37380139 DOI: 10.1016/j.arth.2023.06.034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2023] [Revised: 06/14/2023] [Accepted: 06/19/2023] [Indexed: 06/30/2023] Open
Abstract
BACKGROUND Since the Affordable Care Act was passed in 2010, reductions in Medicare reimbursement have led to larger discrepancies between the relative cost of Medicare patients and privately insured patients. The purpose of this study was to compare reimbursement between Medicare Advantage and other insurance plans in patients undergoing total hip arthroplasty (THA) and total knee arthroplasty (TKA). METHODS Patients of a single commercial payor source who underwent primary unilateral TKA or THA at 1 institution between the dates of January 4 and June 30, 2021, were included (n = 833). Variables included insurance type, medical comorbidities, total costs, and surplus amounts. The primary outcome measure was revenue surplus between Medicare Advantage and Private Commercial plans. t-tests, Analyses of Variance, and Chi-Squared tests were used for analysis. A THA represented 47% of cases and a TKA 53%. Of these patients, 31.5% had Medicare Advantage and 68.5% had Private Commercial insurance. Medicare Advantage patients were older and had higher medical comorbidity risk for both TKA and THA. RESULTS Significant differences were observed in medical costs between Medicare Advantage and Private Commercial insurance for THA ($17,148 versus $31,260, P < .001) and TKA ($16,723 versus $33,593, P < .001). Additionally, differences were seen in surplus amounts between Medicare Advantage and Private Commercial insurance for THA ($3,504 versus $7,128, P < .001) and TKA ($5,581 versus $10,477, P < .001). Deficits were higher in Private Commercial patients undergoing TKA (15.2 versus 6%, P = .001). CONCLUSION The lower average surplus associated with Medicare Advantage plans may lead to financial strain on provider groups who care for these patients and face additional overhead costs.
Collapse
Affiliation(s)
- Justin A Magnuson
- Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, Pennsylvania
| | - John Hobbs
- Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Ramakanth Yakkanti
- Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Peter A Gold
- Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, Pennsylvania
| | - P Maxwell Courtney
- Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Chad A Krueger
- Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, Pennsylvania
| |
Collapse
|
10
|
Warren SI, Pham NS, Foreman CW, Huddleston JI. Concentrated Economic Disadvantage Predicts Resource Utilization After Total Knee Arthroplasty. J Arthroplasty 2023; 38:2526-2530.e1. [PMID: 37595766 DOI: 10.1016/j.arth.2023.08.024] [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: 02/24/2023] [Revised: 08/04/2023] [Accepted: 08/06/2023] [Indexed: 08/20/2023] Open
Abstract
BACKGROUND The Index of Concentration at the Extremes (ICE), a measure of geographic socioeconomic polarization, predicts several health outcomes but has not been evaluated concerning total knee arthroplasty (TKA). This study evaluates ICE as a predictor of post-TKA resource utilization. METHODS Using the Healthcare Cost and Utilization Project's New York State database from 2016 to 2017, we retrospectively evaluated 57,426 patients ≥50 years undergoing primary TKA. The ICE values for extreme concentrations of income and race were calculated using United States Census Bureau data with the formula ICEi = (Pi-Di)/Ti where Pi, Di, and Ti are the number of households in the most privileged extreme, disadvantaged extreme, and total population in zip code i, respectively. Extremes of privilege and disadvantage were defined as ≥$150,000 versus <$25,000 for income and non-Hispanic White versus non-Hispanic Black for race. Association of ICE values, demographics, and comorbidities with 90-day readmission and 90-day emergency department (ED) visits was examined using multivariable analysis. RESULTS Overall 90-day readmission and ED visit rates were 12.8% and 9.4%, respectively. On multivariable analysis, the lowest ICEIncome quintile (concentrated poverty) predicted 90-day readmission (odds ratio 1.17, 95% confidence interval 1.05 to 1.30, P = .005) and 90-day ED visit (odds ratio 1.22, 95% confidence interval 1.08 to 1.38, P = .001). The ICERace was not predictive of either outcome. CONCLUSION Patients in communities with the lowest ICEIncome values use more inpatient and ED resources after primary TKA. Incorporating ICEIncome into risk-adjusted payment models may help align incentives for equitable care.
Collapse
Affiliation(s)
- Shay I Warren
- Department of Orthopaedic Surgery, Stanford University, Redwood City, California
| | - Nicole S Pham
- Department of Orthopaedic Surgery, Stanford University, Redwood City, California
| | - Cameron W Foreman
- Department of Orthopaedic Surgery, Stanford University, Redwood City, California
| | - James I Huddleston
- Department of Orthopaedic Surgery, Stanford University, Redwood City, California
| |
Collapse
|
11
|
Patel D, Roy G, Endres N, Ziino C. Preoperative vitamin D supplementation is a cost-effective intervention in arthroscopic rotator cuff repair. J Shoulder Elbow Surg 2023; 32:2473-2482. [PMID: 37308074 DOI: 10.1016/j.jse.2023.05.007] [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: 12/02/2022] [Revised: 04/16/2023] [Accepted: 05/06/2023] [Indexed: 06/14/2023]
Abstract
BACKGROUND This study investigates the potential role of preoperative 25(OH)D supplementation as a cost-effective strategy to decrease revision rotator cuff repair (RCR) rates and lower the total health care burden from patients undergoing primary arthroscopic RCR. Previous literature has emphasized the importance of vitamin D on bone health maintenance, soft tissue healing, and outcomes in RCR. Inadequate preoperative vitamin D levels may increase revision RCR rates following primary arthroscopic RCR. Although 25(OH)D deficiency is common in RCR patients, serum screening is not routinely performed. METHODS A cost-estimation model was developed to determine the cost-effectiveness of both preoperative selective and nonselective 25(OH)D supplementation in RCR patients in order to reduce revision RCR rates. Prevalence and surgical cost data were obtained from published literature through systematic reviews. Cost of serum 25(OH)D assay and supplementation were obtained from public-use data. Mean and lower and upper bounds of 1-year cost savings were calculated for both the selective and nonselective supplementation scenarios. RESULTS Preoperative 25(OH)D screening and subsequent selective 25(OH)D supplementation was calculated to result in a mean cost savings of $6,099,341 (range: -$2,993,000 to $15,191,683) per 250,000 primary arthroscopic RCR cases. Nonselective 25(OH)D supplementation of all arthroscopic RCR patients was calculated to result in a mean cost savings of $11,584,742 (range: $2,492,401-$20,677,085) per 250,000 primary arthroscopic RCR cases. Univariate adjustment projects that selective supplementation is a cost-effective strategy in clinical contexts where the cost of revision RCR exceeds $14,824.69 and prevalence of 25(OH)D deficiency exceeds 6.67%. Additionally, nonselective supplementation is a cost-effective strategy in clinical scenarios where revision RCR cost is ≥$4216.06 and prevalence of 25(OH)D deficiency is ≥1.93%. CONCLUSIONS This cost-predictive model promotes the role of preoperative 25(OH)D supplementation as a cost-effective mechanism to reduce revision RCR rates and lower the overall health care burden from arthroscopic RCR. Nonselective supplementation appears to be more cost-effective than selective supplementation, likely due to the lower cost of 25(OH)D supplementation compared to serum assays.
Collapse
Affiliation(s)
- Dhiraj Patel
- Department of Orthopedic Surgery, University of Vermont Larner College of Medicine, Burlington, VT, USA
| | - Gregory Roy
- Department of Orthopedic Surgery, University of Vermont Larner College of Medicine, Burlington, VT, USA
| | - Nathan Endres
- Department of Orthopedic Surgery, University of Vermont Larner College of Medicine, Burlington, VT, USA
| | - Chason Ziino
- Department of Orthopedic Surgery, University of Vermont Larner College of Medicine, Burlington, VT, USA.
| |
Collapse
|
12
|
Oddleifson DA, Xu X, Wiznia D, Gibson D, Spatz ES, Desai NR. Healthcare Market-Level and Hospital-Level Disparities in Access to and Utilization of High-Quality Hip and Knee Replacement Hospitals Among Medicare Beneficiaries. J Am Acad Orthop Surg 2023; 31:e961-e973. [PMID: 37543752 DOI: 10.5435/jaaos-d-23-00183] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Accepted: 06/11/2023] [Indexed: 08/07/2023] Open
Abstract
INTRODUCTION This study aimed to determine whether healthcare markets with higher social vulnerability have lower access to high-quality hip and knee replacement hospitals and whether hospitals that serve a higher percentage of low-income patients are less likely to be designated as high-quality. METHODS This cross-sectional study used 2021 Centers for Medicare and Medicaid Services outcome measures and 2022 Joint Commission (JC) process-of-care measures to identify hospitals performing high-quality hip and knee replacement. A total of 2,682 hospitals and 304 healthcare markets were included. For the market-level analysis, we assessed the association of social vulnerability with the presence of a high-quality hip and knee replacement center. For the hospital-level analysis, we assessed the association of disproportionate share hospital (DSH) percentage with each high-quality designation. Healthcare markets were approximated by hospital referral regions. All associations were assessed with fractional regressions using generalized linear models with binomial family and logit links. RESULTS We found that healthcare markets in the most vulnerable quartile were less likely to have a hip and knee replacement hospital that did better than the national average (odds ratio [OR] 0.22, P = 0.02) but not more or less likely to have a hospital certified as advanced by JC (OR 0.41, P = 0.16). We found that hip and knee replacement hospitals in the highest DSH quartile were less likely to be designated by the Centers for Medicare and Medicaid Services as better than the national average (OR 0.18, P = 0.001) but not more or less likely to be certified as advanced by JC (OR 1.40, P = 0.28). DISCUSSION Geographic distribution of high-quality hospitals may contribute to socioeconomic disparities in patients' access to and utilization of high-quality hip and knee replacement. Equal access to and utilization of hospitals with high-quality surgical processes does not necessarily indicate equitable access to and utilization of hospitals with high-quality outcomes. LEVEL OF EVIDENCE Level III.
Collapse
|
13
|
Tarwala R, Mercuri JJ, Iorio R, Karkare N. Ethical Considerations in Total Joint Arthroplasty. J Am Acad Orthop Surg 2023; 31:1001-1008. [PMID: 37561941 DOI: 10.5435/jaaos-d-22-00941] [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: 10/21/2022] [Accepted: 07/03/2023] [Indexed: 08/12/2023] Open
Abstract
Hip and knee arthroplasty surgeries have excellent outcomes and notably improve quality of life. However, ethical issues permeate the practice of adult reconstruction, and as economics and technology evolve, these issues have become increasingly important. This article will review the currently published literature on ethical issues including industry influences, implants and instrumentations, surgical innovation, new technology adoptions, and healthcare policy-relevant issues, including patient cost sharing and bundled care programs. In addition, the direct marketing of implants from the manufacturer to the general public may falsely raise patient expectations concerning the long-term clinical outcome and performance of newer devices in the absence of long-term studies. This article will also focus on relevant contemporary ethical issues that do not necessarily have preexisting published literature or guidelines but, nonetheless, are crucial for adult reconstruction surgeons to address. These issues include access to care and challenges with orthopaedic resident and fellow education. Surgeons must understand the ethical issues that can arise in their clinical practice and how those issues affect patients. Clinicians are tasked with making the best-reasoned judgment possible to optimize their patients' outcomes. Still, the ability to standardize treatment while optimizing individual outcomes for unique patients remains a challenge.
Collapse
Affiliation(s)
- Rupesh Tarwala
- From the Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Lenox Hill Hospital, New York, NY (Tarwala), the Division of Adult Hip and Knee Reconstruction, Geisinger Musculoskeletal Institute, Geisinger Commonwealth School of Medicine, Scranton, PA (Mercuri), the Harvard Medical School, Brigham and Women's Hospital, Boston, MA (Iorio), and Lenox Hill Hospital, New York, NY (Karkare)
| | | | | | | |
Collapse
|
14
|
Haglin JM, Brinkman JC, Moore ML, Deckey DG, Christopher ZK, Tummala SV, Spangehl MJ, Bingham JS. The Current Relationship Between Surgeon Reimbursement and Patient Complexity in Arthroplasty-A Risk-Payment Analysis of All Primary Joint Replacements Billed to Medicare in 2019. J Arthroplasty 2023; 38:S50-S53. [PMID: 36828053 DOI: 10.1016/j.arth.2023.02.047] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Revised: 02/13/2023] [Accepted: 02/15/2023] [Indexed: 02/26/2023] Open
Abstract
BACKGROUND The purpose of this study was to assess surgeon reimbursement among total joint arthroplasty (TJA) patients who had differing risk profiles within the Medicare population. METHODS The "2019 Medicare Physician and Other Provider" file was utilized. In 2019, 441,584 primary total hip and knee arthroplasty procedures were billed to Medicare Part B. All episodes were included. Patient demographics and comorbidity profiles were collected for all patients. Additionally, mean patient hierarchal condition category (HCC) risk scores and physician reimbursements were collected. All procedure episodes were split into 2 cohorts; those with an HCC risk score of 1.5 or greater, and those with patient HCC risk scores less than 1.5. Variables were averaged for each cohort and compared. RESULTS The mean reimbursement across all procedures was $1,068.03. For the sicker patient cohort with a mean HCC risk score of 1.5 or greater, there was a significantly higher rate of all comorbidities compared to the cohort with HCC risk score under 1.5. The mean payment across the sicker cohort was $1,059.21, while the mean payment among the cohort with HCC risk score under 1.5 was 1,073.32 (P = .032). CONCLUSION This study demonstrates that for Medicare patients undergoing primary TJA in 2019, the mean surgeon reimbursement was lower for primary TJA among sick patients in comparison to their healthier counterparts, although it is difficult to ascertain the impact of this discrepancy. As alternative payment models continue to undergo evaluation and development, these data will be important for the potential advancement of more equitable reimbursement models in arthroplasty care, specifically regarding surgeon reimbursement and possible risk adjustment within such models.
Collapse
Affiliation(s)
- Jack M Haglin
- Department of Orthopedic Surgery, Mayo Clinic, Phoenix, Arizona
| | | | - Michael L Moore
- Department of Orthopedic Surgery, Mayo Clinic, Phoenix, Arizona
| | - David G Deckey
- Department of Orthopedic Surgery, Mayo Clinic, Phoenix, Arizona
| | | | | | - Mark J Spangehl
- Department of Orthopedic Surgery, Mayo Clinic, Phoenix, Arizona
| | | |
Collapse
|
15
|
Kamalapathy PN, Wang KY, Puvanesarajah V, Raad M, Hassanzadeh H. Presence and Severity of Mental Illness Is Associated With Increased Risk of Postoperative Emergency Visits, Readmission, and Reoperation Following Outpatient ACDF: A National Database Analysis. Global Spine J 2023; 13:1267-1272. [PMID: 34212775 PMCID: PMC10416597 DOI: 10.1177/21925682211026913] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVE The purpose was to compare rates of postoperative ED visits, readmission, and reoperation between patients with and without preexisting mental illness undergoing outpatient anterior cervical discectomy and fusion (ACDF). METHODS A retrospective review of the Mariner Database was conducted on patients who underwent ACDF between 2010 and 2017. Exclusion criteria included same day revision surgery and patients with a history of spine infection, trauma, or neoplasm. Patients were grouped into 3 categories: those with existing history of anxiety and/or depression, those with severe mental illness, and those without any history of mental illness. Severe mental illness was defined as a combination of diagnosis including schizophrenia, bipolar disorder, and/or psychotic disorder. Outcome measures were analyzed by comparing groups using multivariate logistic regression. Significance was set at P < 0.05. RESULTS Patients with anxiety/depression and patients with severe mental illness both had significantly increased risk of ED visits and readmission at 30-day and 90-day intervals. Compared to patients without mental illness, patients with severe mental illness (OR 1.93, P < 0.001) had significantly increased rates of reoperation at 90-days and 1-years postoperatively. Patients with anxiety/depression did not have increased rates of reoperation relative to patients without anxiety/depression at any time interval (P > 0.05). CONCLUSION Anxiety/depression as well as more severe psychiatric disease such as Schizophrenia and Bipolar disorder were significantly associated with increased healthcare utilization following outpatient ACDF. Patients with preexisting mental illness undergoing outpatient ACDF should be carefully evaluated preoperatively and closely followed postoperatively to reduce risk of adverse events.
Collapse
Affiliation(s)
| | - Kevin Y. Wang
- Department of Orthopaedic Surgery, Johns Hopkins Hospital, Baltimore, MD, USA
| | - Varun Puvanesarajah
- Department of Orthopaedic Surgery, Johns Hopkins Hospital, Baltimore, MD, USA
| | - Micheal Raad
- Department of Orthopaedic Surgery, Johns Hopkins Hospital, Baltimore, MD, USA
| | - Hamid Hassanzadeh
- Department of Orthopaedic Surgery, University of Virginia, Charlottesville, VA, USA
| |
Collapse
|
16
|
Adelani MA, Marx CM, Humble S. Are Neighborhood Characteristics Associated With Outcomes After THA and TKA? Findings From a Large Healthcare System Database. Clin Orthop Relat Res 2023; 481:226-235. [PMID: 35503679 PMCID: PMC9831171 DOI: 10.1097/corr.0000000000002222] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Accepted: 04/05/2022] [Indexed: 02/04/2023]
Abstract
BACKGROUND Non-White patients have higher rates of discharge to an extended care facility, hospital readmission, and emergency department use after primary THA and TKA. The reasons for this are unknown. Place of residence, which can vary by race, has been linked to poorer healthcare outcomes for people with many health conditions. However, the potential relationship between place of residence and disparities in these joint arthroplasty outcomes is unclear. QUESTIONS/PURPOSES (1) Are neighborhood-level characteristics, including racial composition, marital proportions, residential vacancy, educational attainment, employment proportions, overall deprivation, access to medical care, and rurality associated with an increased risk of discharge to a facility, readmission, and emergency department use after elective THA and TKA? (2) Are the associations between neighborhood-level characteristics and discharge to a facility, readmission, and emergency department use the same among White and Black patients undergoing elective THA and TKA? METHODS Between 2007 and 2018, 34,008 records of elective primary THA or TKA for osteoarthritis, rheumatoid arthritis, or avascular necrosis in a regional healthcare system were identified. After exclusions for unicompartmental arthroplasty, bilateral surgery, concomitant procedures, inability to geocode a residential address, duplicate records, and deaths, 21,689 patients remained. Ninety-seven percent of patients in this cohort self-identified as either White or Black, so the remaining 659 patients were excluded due to small sample size. This left 21,030 total patients for analysis. Discharge destination, readmissions within 90 days of surgery, and emergency department visits within 90 days were identified. Each patient's street address was linked to neighborhood characteristics from the American Community Survey and Area Deprivation Index. A multilevel, multivariable logistic regression analysis was used to model each outcome of interest, controlling for clinical and individual sociodemographic factors and allowing for clustering at the neighborhood level. The models were then duplicated with the addition of neighborhood characteristics to determine the association between neighborhood-level factors and each outcome. The linear predictors from each of these models were used to determine the predicted risk of each outcome, with and without neighborhood characteristics, and divided into tenths. The change in predicted risk tenths based on the model containing neighborhood characteristics was compared to that without neighborhood characteristics.The change in predicted risk tenth for each outcome was stratified by race. RESULTS After controlling for age, sex, insurance type, surgery type, and comorbidities, we found that an increase of one SD of neighborhood unemployment (odds ratio 1.26 [95% confidence interval 1.17 to 1.36]; p < 0.001) was associated with an increased likelihood of discharge to a facility, whereas an increase of one SD in proportions of residents receiving public assistance (OR 0.92 [95% CI 0.86 to 0.98]; p = 0.008), living below the poverty level (OR 0.82 [95% CI 0.74 to 0.91]; p < 0.001), and being married (OR 0.80 [95% CI 0.71 to 0.89]; p < 0.001) was associated with a decreased likelihood of discharge to a facility. Residence in areas one SD above mean neighborhood unemployment (OR 1.12 [95% CI [1.04 to 1.21]; p = 0.002) was associated with increased rates of readmission. An increase of one SD in residents receiving food stamps (OR 0.83 [95% CI 0.75 to 093]; p = 0.001), being married (OR 0.89 [95% CI 0.80 to 0.99]; p = 0.03), and being older than 65 years (OR 0.93 [95% CI 0.88 to 0.98]; p = 0.01) was associated with a decreased likelihood of readmission. A one SD increase in the percentage of Black residents (OR 1.11 [95% CI 1.00 to 1.22]; p = 0.04) and unemployed residents (OR 1.15 [95% CI 1.05 to 1.26]; p = 0.003) was associated with a higher likelihood of emergency department use. Living in a medically underserved area (OR 0.82 [95% CI 0.68 to 0.97]; p = 0.02), a neighborhood one SD above the mean of individuals using food stamps (OR 0.81 [95% CI 0.70 to 0.93]; p = 0.004), and a neighborhood with an increasing percentage of individuals older than 65 years (OR 0.90 [95% CI 0.83 to 0.96]; p = 0.002) were associated with a lower likelihood of emergency department use. With the addition of neighborhood characteristics, the risk prediction tenths of the overall cohort remained the same in more than 50% of patients for all three outcomes of interest. When stratified by race, neighborhood characteristics increased the predicted risk for 55% of Black patients for readmission compared with 17% of White patients (p < 0.001). The predicted risk tenth increased for 60% of Black patients for emergency department use compared with 21% for White patients (p < 0.001). CONCLUSION These results can be used to identify high-risk patients who might benefit from preemptive interventions to avoid these particular outcomes and to create more realistic, comprehensive risk adjustment models for value-based care programs. Additionally, this study demonstrates that neighborhood characteristics are associated with greater risk for these outcomes among Black patients compared with White patients. Further studies should consider that race/ethnicity and neighborhood characteristics may not function independently from each other. Understanding this link between race and place of residence is essential for future racial disparities research. LEVEL OF EVIDENCE Level III, therapeutic study.
Collapse
Affiliation(s)
| | - Christine M. Marx
- Washington University School of Medicine, Department of Surgery, Division of Public Health Sciences, St. Louis, MO, USA
| | - Sarah Humble
- Washington University School of Medicine, Department of Surgery, Division of Public Health Sciences, St. Louis, MO, USA
| |
Collapse
|
17
|
Lin E, Bozic KJ, Ibrahim S, O'Connor MI, Nelson CL. Does Value-Based Care Threaten Joint Arthroplasty Access for Vulnerable Patient Populations?: AOA Critical Issues. J Bone Joint Surg Am 2022; 104:e92. [PMID: 35841318 DOI: 10.2106/jbjs.21.01332] [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] [Indexed: 02/01/2023]
Abstract
Health-care expenses have been projected to increase from 17.7% of the U.S. gross domestic product (GDP) in 2014 to 19.6% in 2024. The unsustainable increase in health-care costs has contributed toward support for value-based health care (VBHC) reform. Contemporary VBHC reform programs relevant to orthopaedic surgery include the voluntary Bundled Payments for Care Improvement initiatives (BPCI and BPCI-Advanced) and the Comprehensive Care for Joint Replacement (CJR) program, a mandatory bundled payment program.The purported benefits of transitioning from volume-based reimbursement to value-based reimbursement include moving from a fragmented provider-centered care model to a patient-centered model, with greater care coordination and alignment among providers focused on improving value. VBHC models allow innovative strategies to proactively invest resources to promote value (e.g., the use of nurse navigators) while eliminating unnecessary resources that do not promote value. However, major concerns regarding VBHC include the absence of medical and socioeconomic risk stratification as well as decreased access for higher-risk patients.This article identifies the benefits and potential unintended consequences of VBHC reform, with a focus on joint arthroplasty. We also discuss some potential strategies to promote innovation and improve value without compromising access for vulnerable patients.
Collapse
Affiliation(s)
- Eugenia Lin
- Dell Medical School at the University of Texas at Austin, Austin, Texas
| | - Kevin J Bozic
- Dell Medical School at the University of Texas at Austin, Austin, Texas
| | - Said Ibrahim
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, New York, NY
| | - Mary I O'Connor
- Vori Health, Jacksonville Beach, Florida.,Movement is Life, Washington, D.C
| | - Charles L Nelson
- Movement is Life, Washington, D.C.,University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| |
Collapse
|
18
|
A Time-Driven Activity-Based Costing Analysis of Simultaneous Versus Staged Bilateral Total Hip Arthroplasty and Total Knee Arthroplasty. J Arthroplasty 2022; 37:S742-S747. [PMID: 35093545 DOI: 10.1016/j.arth.2022.01.048] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Revised: 01/05/2022] [Accepted: 01/18/2022] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND Although studies have compared the claims costs of simultaneous and staged bilateral total hip arthroplasty (THA) and total knee arthroplasty (TKA), whether a simultaneous procedure is cost-effective to the facility remains unknown. This study aimed to compare facility costs and perioperative outcomes of simultaneous vs staged bilateral THA and TKA. METHODS We reviewed a consecutive series of 560 bilateral THA (170 staged and 220 simultaneous) and 777 bilateral TKA (163 staged and 451 simultaneous). Itemized facility costs were calculated using time-driven activity-based costing. Ninety-day outcomes were compared. Margin was standardized to unadjusted Medicare Diagnosis Related Group payments (simultaneous, $18,523; staged, $22,386). Multivariate regression was used to determine the independent association between costs/clinical outcomes and treatment strategy (staged vs simultaneous). RESULTS Simultaneous bilateral patients had significantly lower personnel, supply, and total facility costs compared with staged patients with no difference in 90-day complications between the groups. Multivariate analyses showed that overall facility costs were $1,210 lower in simultaneous bilateral THA (P < .001) and $704 lower in TKA (P < .001). Despite lower costs, margin for the facility was lower in the simultaneous group ($6,569 vs $9,225 for THA; $6,718 vs $10,067 for TKA; P < .001). CONCLUSION Simultaneous bilateral TKA and THA had lower facility costs than staged procedures because of savings associated with a single hospitalization. With the increased Medicare reimbursement for 2 unilateral procedures, however, margin was higher for staged procedures. In the era of value-based care, policymakers should not penalize facilities for performing cost-effective simultaneous bilateral arthroplasty in appropriately selected patients.
Collapse
|
19
|
Bernstein JA, Rana A, Iorio R, Huddleston JI, Courtney PM. The Value-Based Total Joint Arthroplasty Paradox: Improved Outcomes, Decreasing Cost, and Decreased Surgeon Reimbursement, Are Access and Quality at Risk? J Arthroplasty 2022; 37:1216-1222. [PMID: 35158003 DOI: 10.1016/j.arth.2022.02.015] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2022] [Revised: 02/03/2022] [Accepted: 02/06/2022] [Indexed: 02/02/2023] Open
Affiliation(s)
| | - Adam Rana
- Department of Orthopedics and Sports Medicine, Maine Medical Center, Portland, ME
| | - Richard Iorio
- Brigham and Women's Hospital, Harvard Medical School, Department of Orthopaedic Surgery, Boston, MA
| | | | - P Maxwell Courtney
- Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, PA
| |
Collapse
|
20
|
Serino J, Burnett RA, Della Valle CJ, Courtney PM. National Trends in Post-Acute Care Costs Following Total Hip Arthroplasty from 2010 through 2018. J Bone Joint Surg Am 2022; 104:255-264. [PMID: 34767541 DOI: 10.2106/jbjs.21.00392] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
BACKGROUND Post-acute care remains a target for episode-of-care cost reduction following total hip arthroplasty (THA). The introduction of bundled payment models in the United States in 2013 aligned incentives among providers to reduce post-acute care resource utilization. Institution-level studies have shown increased rates of home discharge with substantial cost savings after adoption of bundled payment models; however, national data have yet to be reported. The purpose of this study was to evaluate national trends in post-acute care utilization and costs following primary THA over the last decade. METHODS We reviewed the cases of 189,847 patients undergoing primary THA during 2010 through 2018 from the PearlDiver database. Annual trends in patient demographics, discharge disposition, and post-acute care resource utilization were evaluated. Post-acute care reimbursements were standardized to 2020 dollars and included outpatient visits, prescriptions, physical therapy, home health, inpatient rehabilitation, skilled nursing facilities, and any rehospitalizations or emergency department (ED) visits within 90 days of surgery. RESULTS From 2010 to 2018, the mean episode-of-care costs ($31,562 versus $24,188; p < 0.001) and overall post-acute care costs ($5,903 versus $3,485; p < 0.001) both declined. Post-acute care savings were primarily driven by reduced costs of skilled nursing facilities ($1,533 versus $627; p < 0.001), home health ($1,041 versus $763; p = 0.002), inpatient rehabilitation ($949 versus $552; p < 0.001), ED visits ($508 versus $102; p < 0.001), and rehospitalizations ($367 versus $179; p < 0.001). Post-acute care costs declined by $578 (p = 0.025) during 2010 to 2012, $768 (p = 0.038) during 2013 to 2015, and $884 (p = 0.020) during 2016 to 2018. CONCLUSIONS Over the last decade, the rate of home discharge after THA increased while rehospitalization and ED visit rates declined, resulting in a substantial decrease in total and post-acute care costs. Post-acute care costs declined most rapidly after the introduction of the new Medicare bundled payment programs in 2013 and 2016.
Collapse
Affiliation(s)
- Joseph Serino
- Department of Orthopaedic Surgery, Rush University, Chicago, Illinois
| | - Robert A Burnett
- Department of Orthopaedic Surgery, Rush University, Chicago, Illinois
| | | | - P Maxwell Courtney
- Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, Pennsylvania
| |
Collapse
|
21
|
Rubinger L, Gazendam A, Ekhtiari S, Bhandari M. Machine learning and artificial intelligence in research and healthcare ✰,✰✰. Injury 2022:S0020-1383(22)00076-6. [PMID: 35135685 DOI: 10.1016/j.injury.2022.01.046] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Accepted: 01/29/2022] [Indexed: 02/02/2023]
Abstract
Artificial intelligence (AI) is a broad term referring to the application of computational algorithms that can analyze large data sets to classify, predict, or gain useful conclusions. Under the umbrella of AI is machine learning (ML). ML is the process of building or learning statistical models using previously observed real world data to predict outcomes, or categorize observations based on 'training' provided by humans. These predictions are then applied to future data, all the while folding in the new data into its perpetually improving and calibrated statistical model. The future of AI and ML in healthcare research is exciting and expansive. AI and ML are becoming cornerstones in the medical and healthcare-research domains and are integral in our continued processing and capitalization of robust patient EMR data. Considerations for the use and application of ML in healthcare settings include assessing the quality of data inputs and decision-making that serve as the foundations of the ML model, ensuring the end-product is interpretable, transparent, and ethical concerns are considered throughout the development process. The current and future applications of ML include improving the quality and quantity of data collected from EMRs to improve registry data, utilizing these robust datasets to improve and standardized research protocols and outcomes, clinical decision-making applications, natural language processing and improving the fundamentals of value-based care, to name only a few.
Collapse
Affiliation(s)
- Luc Rubinger
- Division of Orthopaedics, Department of Surgery, McMaster University, Hamilton, ON Canada; Centre for Evidence-Based Orthopaedics, 293 Wellington St. N, Suite 110, Hamilton, ON L8L 8E7 Canada.
| | - Aaron Gazendam
- Division of Orthopaedics, Department of Surgery, McMaster University, Hamilton, ON Canada; Centre for Evidence-Based Orthopaedics, 293 Wellington St. N, Suite 110, Hamilton, ON L8L 8E7 Canada
| | - Seper Ekhtiari
- Division of Orthopaedics, Department of Surgery, McMaster University, Hamilton, ON Canada; Centre for Evidence-Based Orthopaedics, 293 Wellington St. N, Suite 110, Hamilton, ON L8L 8E7 Canada
| | - Mohit Bhandari
- Division of Orthopaedics, Department of Surgery, McMaster University, Hamilton, ON Canada; Centre for Evidence-Based Orthopaedics, 293 Wellington St. N, Suite 110, Hamilton, ON L8L 8E7 Canada
| |
Collapse
|
22
|
Wilkie WA, Mohamed NS, Remily EA, Bonier J, McDermott S, Pastore M, Wells Z, Pollak AN, Nace J, Delanois RE. Access to Total Knee Arthroplasty Among Patients With Low Incomes Has Not Increased Under Global Budget Revenue. Orthopedics 2022; 45:e11-e16. [PMID: 34846240 DOI: 10.3928/01477447-20211124-03] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
In 2014, Maryland implemented an experimental reimbursement model, Global Budget Revenue (GBR). This model provided hospitals with a capitated annual budget each fiscal year to use toward all services, regardless of payer. Goals of GBR include reductions in cost, improvements in care quality, and increased access for patients to high-volume procedures, such as total knee arthroplasty (TKA). We assessed demographics and outcomes among patients with low incomes and patients of racial minority groups in Maryland who underwent TKA before and after GBR implementation. Patients undergoing TKAs from 2011 to 2016 were queried from the Maryland State Inpatient Database, resulting in 71,066 patients. There were 13,722 patients with low incomes and 19,846 patients of racial minority groups. The chi-square test was used for sex, income, insurance, Charlson Comorbidity Index, and morbid obesity, with the Student's t test being reserved for age before and after GBR. The proportion of patients with low incomes decreased the year before GBR but increased with GBR and maintained (P<.001). The proportion of patients of racial minority groups increased the year before GBR implementation, decreased slightly, and then maintained (P<.001). Mean cost decreased for both cohorts of patients (both P<.001). Discharges to home increased for both cohorts (P<.001), while length of stay decreased (both P<.001). Global Budget Revenue decreased cost while improving outcomes for TKA patients post-GBR. Patients with low incomes have not increased their use of TKA, contrary to patients of racial minority groups. This suggests that barriers remain. Further follow-up of GBR performance in subsequent years will increase understanding of the sustainability of this trend and the degree to which any increase in access is dependent on the implementation of the Affordable Care Act. [Orthopedics. 2022;45(1):e11-e16.].
Collapse
|
23
|
Kerbel YE. CORR Insights®: Is There an Association Between Bundled Payments and "Cherry Picking" and "Lemon Dropping" in Orthopaedic Surgery? A Systematic Review. Clin Orthop Relat Res 2021; 479:2444-2446. [PMID: 34061803 PMCID: PMC8509929 DOI: 10.1097/corr.0000000000001836] [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: 04/18/2021] [Accepted: 05/03/2021] [Indexed: 01/31/2023]
|
24
|
Delanois RE, Wilkie WA, Mohamed NS, Remily EA, Pollak AN, Mont MA. Maryland's Global Budget Revenue Model: How Do Costs and Readmission Rates Fare for Patients Undergoing Total Knee Arthroplasty? J Knee Surg 2021; 34:1421-1428. [PMID: 32369838 DOI: 10.1055/s-0040-1709677] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
In 2014, Maryland implemented the Global Budget Revenue (GBR) model for cost reduction and quality improvement. This study evaluated GBR's effect on demographics and outcomes for patients who underwent primary total knee arthroplasty (TKA) by comparing Maryland to the United States (U.S.). We identified primary TKA patients in Maryland's State Inpatient Database (n = 71,022) and the National Inpatient Sample (n = 4,045,245) between 2011 and 2016 utilizing International Classification of Disease (ICD)-9 and ICD-10 diagnosis codes. Multiple regression was used for difference-in-difference (DID) analyses to compare the intervention cohort (Maryland) to the nonintervention cohort (U.S.) between the pre-GBR (2011-2013) and post-GBR (2014-2016) periods. After GBR implementation, there were proportionally less white, obese, morbidly obese, Medicare, and Medicaid patients with proportionally more routine discharge patients in Maryland and the U.S. (all p < 0.001). There were proportionally less home health care (HHC) patients in Maryland, but more in the U.S. (both p < 0.001). The mean lengths of stay (LOS), costs, and complications decreased for both cohorts, while charges increased for the U.S. (all p < 0.001). The DID analysis suggested Maryland saw more Asian and Medicaid patients and less obese and morbidly obese patients under GBR. The DID assessments also found decreased LOS, costs, and charges (p < 0.001 for all) for patients under GBR. As other states such as Pennsylvania and Vermont explore hospital budgets, Maryland may provide a more viable model for future health care policies that incorporate global budgets.
Collapse
Affiliation(s)
- Ronald E Delanois
- Center for Joint Preservation and Replacement, Rubin Institute for Advanced Orthopedics, Sinai Hospital of Baltimore, Baltimore, Maryland
| | - Wayne A Wilkie
- Center for Joint Preservation and Replacement, Rubin Institute for Advanced Orthopedics, Sinai Hospital of Baltimore, Baltimore, Maryland
| | - Nequesha S Mohamed
- Center for Joint Preservation and Replacement, Rubin Institute for Advanced Orthopedics, Sinai Hospital of Baltimore, Baltimore, Maryland
| | - Ethan A Remily
- Center for Joint Preservation and Replacement, Rubin Institute for Advanced Orthopedics, Sinai Hospital of Baltimore, Baltimore, Maryland
| | - Andrew N Pollak
- Department of Orthopaedics, University of Maryland School of Medicine, Baltimore, Maryland
| | - Michael A Mont
- Department of Orthopaedic Surgery, Lenox Hill Hospital, New York City, New York
| |
Collapse
|
25
|
Ong CB, Krueger CA, Star AM. The Hospital Frailty Risk Score is Not an Accurate Predictor of Treatment Costs for Total Joint Replacement Patients in a Medicare Bundled Payment Population. J Arthroplasty 2021; 36:2658-2664.e2. [PMID: 33893001 DOI: 10.1016/j.arth.2021.03.049] [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: 02/16/2021] [Revised: 03/17/2021] [Accepted: 03/23/2021] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND Medically complex patients require more resources and experience higher costs within total joint arthroplasty (TJA) bundled payment models. While risk adjustment would be beneficial for such patients, no tool currently exists which can reliably identify these patients preoperatively. The purpose of this study is to determine if the Hospital Frailty Risk Score (HFRS) is a valid predictor of high-TJA treatment costs. METHODS Retrospective analysis was performed on patients who underwent primary TJA between 2015 and 2020 from a single large orthopedic practice. ICD-10 codes from an institutional database were used to calculate HFRS. Cost data including inpatient, postacute, and episode of care (EOC) costs were collected. Charlson comorbidity index, demographics, readmissions, and complications were analyzed. RESULTS 4936 patients had a calculable HFRS and those with intermediate and high scores experienced more frequent readmissions/complications after TJA, as well as higher EOC costs. However, HFRS did not reliably predict EOC costs, yielding a sensitivity of 49% and specificity of 66%. Multivariate analysis revealed that both patient age and sex are superior individual cost predictors when compared with HFRS. Secondary analyses indicated that HFRS more effectively predicts TJA complications and readmissions but is still nonideal for clinical applications. CONCLUSION HFRS has poor sensitivity as a predictor of high-EOC costs for TJA patients but has adequate specificity for predicting postoperative readmissions and complications. Further research is needed to develop a scale that can appropriately predict orthopedic cost outcomes.
Collapse
Affiliation(s)
- Christian B Ong
- Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, PA
| | - Chad A Krueger
- Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, PA
| | - Andrew M Star
- Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, PA
| |
Collapse
|
26
|
Increasing Reoperations and Failures With Increasing BMI in Patients Undergoing 2-Stage Exchange for Infected Total Hip Arthroplasty. J Arthroplasty 2021; 36:2968-2973. [PMID: 33840543 DOI: 10.1016/j.arth.2021.03.045] [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: 01/29/2021] [Revised: 03/11/2021] [Accepted: 03/18/2021] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND While morbid obesity is associated with increased infection after total hip arthroplasty, little is known on the outcomes after 2-stage reimplantation for prosthetic joint infection (PJI) in this population. The purpose of this study is to evaluate the impact of morbid obesity (body mass index>40 kg/m2) on reinfection, postoperative complications, readmissions, and reoperations. METHODS We conducted a retrospective review of 107 patients undergoing first time 2-stage reimplantation for PJI from 2013 to 2019. 18 patients (50% women) with body mass index>40 kg/m2 were identified. To minimize confounders, three propensity score matched cohorts were created, yielding 16 nonobese (<30 kg/m2), 16 obese (30-39.9 kg/m2), and 18 morbidly obese (>40 kg/m2) patients. Outcomes were compared using chi-square or Fisher's exact tests. All patients had minimum 12-month follow-up, with mean follow-up of 36.3, 30.1, and 40.0 months in the nonobese, obese, and morbidly obese cohorts, respectively. RESULTS Compared with nonobese patients, morbidly obese patients had a higher rate of reinfection (0% vs 33%, P = .020 and higher likelihood of length of stay>4 days (19% vs 61%, P = .012). In addition, compared with nonobese and obese patients, morbidly obese patients had higher rate of return to the operating room for any reason (13% vs 19% vs 50%, respectively, P = .020). No differences between cohorts were found regarding complications, death, or revision surgery. CONCLUSION Morbidly obese patients have significantly increased risk of reinfection and reoperation after 2-stage reimplantation for PJI when compared with obese and nonobese patients. These data can be used to counsel morbidly obese patients contemplating total hip arthroplasty and supports the notion of deferring arthroplasty in this population pending optimization.
Collapse
|
27
|
Burnett RA, Serino J, Yang J, Della Valle CJ, Courtney PM. National Trends in Post-Acute Care Costs Following Total Knee Arthroplasty From 2007 to 2016. J Arthroplasty 2021; 36:2268-2275. [PMID: 33549419 DOI: 10.1016/j.arth.2021.01.021] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Revised: 12/28/2020] [Accepted: 01/11/2021] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND Post-acute care continues to represent a target for cost savings with increasing popularity of value-based payment models in total knee arthroplasty (TKA). Rapid recovery and accelerated rehabilitation protocols have been successful in reducing costs at the institutional level, but national trends are less clear. This study aimed to determine if advancements in perioperative care led to a reduction in post-acute care costs and resource utilization following TKA. METHODS We reviewed a consecutive series of 79,843 primary TKA patients from the Humana claims dataset from 2007 to 2016. Post-acute care costs included any claims within 90 days of surgery for subacute or inpatient rehabilitation, home health, outpatient or emergency visits, prescription medications, physical therapy, and readmissions. Demographics, episode-of-care and post-acute care costs, readmissions, and discharge disposition were compared. Controlling for demographics and comorbidities, multivariate regression analyses were performed to compare trends in discharge disposition and post-acute care costs. RESULTS From 2007 to 2016, the average episode-of-care costs ($46,754 vs $31,856) and post-acute care costs per patient decreased ($20,224 vs $13,498). Rates of discharge to skilled nursing facilities (25.0% vs 22.5%) and inpatient rehabilitation also declined (12.4% vs 2.1%). Readmissions also decreased (8.1% vs 7.1%) saving an average of $324 per patient. When compared to 2007-2012, total costs declined most rapidly after 2013 primarily due to a $3516 (21%) decrease in post-acute spending. CONCLUSION There has been a substantial decline in post-acute care costs and resource utilization following TKA, with the largest decrease occurring following the introduction of Medicare bundled payment models in 2013.
Collapse
Affiliation(s)
| | - Joseph Serino
- Department of Orthopaedic Surgery, Rush University, Chicago, IL
| | - JaeWon Yang
- Department of Orthopaedic Surgery, Rush University, Chicago, IL
| | | | - P Maxwell Courtney
- Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, Pennsylvania
| |
Collapse
|
28
|
Kerzner B, Kunze KN, O’Sullivan MB, Pandher K, Levine BR. Temporal Trends of Revision Etiologies in Total Knee Arthroplasty at a Single High-Volume Institution: An Epidemiological Analysis. Arthroplast Today 2021; 9:68-72. [PMID: 34041332 PMCID: PMC8141416 DOI: 10.1016/j.artd.2021.04.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Revised: 03/04/2021] [Accepted: 04/04/2021] [Indexed: 01/16/2023] Open
Abstract
Background Temporal changes in revision total knee arthroplasty (rTKA) may have implications in determining the etiology for implant failure. The purpose of this study was to 1) perform an epidemiologic analysis of etiologies that required rTKA and 2) determine whether temporal changes existed for revision over the study period. Methods All rTKA procedures performed at a single institution from 2009 to 2019 were analyzed. Revision procedures were stratified into 2 time periods, 2009-2013 and 2014-2019, to assess for changes over time. Patients' electronic medical record, operative report, and radiographs were reviewed to ensure diagnosis information was accurately documented in relation to the predominate etiology necessitating the revision procedure. Results Three thousand and nine patients undergoing rTKA between 2009 and 2019 were identified with a mean age of 64.6 years. A total of 1,666 (55.4%) patients were female, and the majority of patients were Caucasian (2,306, 76.6%). The 3 most frequent rTKA etiologies were aseptic loosening (35.1%), periprosthetic infection (33.2%), and instability (16.0%). A higher proportion of patients underwent rTKA for arthrofibrosis (5.1% vs 3.4%, P = .023) and periprosthetic joint infection (38.9% vs 28.6%, P < .001) between 2009 and 2013, while a significantly higher proportion of patients underwent rTKA for instability (12.6% vs 18.8%, P < .001) between 2014 and 2019. Conclusion Aseptic loosening was the most common cause for rTKA over the last decade. rTKA for arthrofibrosis and periprosthetic joint infection was more frequent between 2009 and 2013, while a significantly higher proportion of patients underwent rTKA for instability in 2014-2019. Future studies will need to focus on identifying and reducing risk factors for the trending causes of rTKA.
Collapse
Affiliation(s)
- Benjamin Kerzner
- Department of Orthopaedic Surgery, Rush University Medical Center, Chicago, IL, USA
- Corresponding author. 1611 W. Harrison St, Suite 300, Chicago, IL 60612, USA.
| | - Kyle N. Kunze
- Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, NY, USA
| | | | - Karan Pandher
- Department of Orthopaedic Surgery, Rush University Medical Center, Chicago, IL, USA
| | - Brett R. Levine
- Department of Orthopaedic Surgery, Rush University Medical Center, Chicago, IL, USA
| |
Collapse
|
29
|
Risk Adjustment for Episode-of-Care Costs After Total Joint Arthroplasty: What is the Additional Cost of Individual Comorbidities and Demographics? J Am Acad Orthop Surg 2021; 29:345-352. [PMID: 32701687 DOI: 10.5435/jaaos-d-19-00889] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2020] [Accepted: 06/22/2020] [Indexed: 02/01/2023] Open
Abstract
INTRODUCTION Concerns exist regarding the lack of risk adjustment in alternative payment models for patients who may use more resources in an episode of care. The purpose of this study was to quantify the additional costs associated with individual medical comorbidities and demographic variables. METHODS We reviewed a consecutive series of primary total hip and knee arthroplasty patients at our institution from 2015 to 2016 using claims data from Medicare and a single private insurer. We collected demographic data and medical comorbidities for all patients. To control for confounding variables, we performed a stepwise multivariate regression to determine the independent effect of medical comorbidities and demographics on 90-day episode-of-care costs. RESULTS Six thousand five hundred thirty-seven consecutive patients were identified (4,835 Medicare and 1,702 private payer patients). The mean 90-day episode-of-care cost for Medicare and private payers was $19,555 and $30,020, respectively. Among Medicare patients, comorbidities that significantly increased episode-of-care costs included heart failure ($3,937, P < 0.001), stroke ($2,604, P = 0.002), renal disease ($2,479, P = 0.004), and diabetes ($1,368, P = 0.002). Demographics that significantly increased costs included age ($221 per year, P < 0.001), body mass index (BMI; $106 per point, P < 0.001), and unmarried marital status ($1896, P < 0.001). Among private payer patients, cardiac disease ($4,765, P = 0.001), BMI ($149 per point, P = 0.004) and age ($119 per year, P = 0.002) were associated with increased costs. DISCUSSION Providers participating in alternative payment models should be aware of factors (cardiac history, age, and elevated BMI) associated with increased costs. Further study is needed to determine whether risk adjustment in alternative payment models can prevent problems with access to care for these high-risk patients.
Collapse
|
30
|
Artificial Intelligence for the Orthopaedic Surgeon: An Overview of Potential Benefits, Limitations, and Clinical Applications. J Am Acad Orthop Surg 2021; 29:235-243. [PMID: 33323681 DOI: 10.5435/jaaos-d-20-00846] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2020] [Accepted: 10/26/2020] [Indexed: 02/08/2023] Open
Abstract
Artificial intelligence (AI), along with its subset technology machine learning, has transformed numerous industries through newfound efficiencies and supportive decision-making. These technologies have similarly begun to find application within United States healthcare, particularly orthopaedics. Although these modalities have the potential to similarly transform health care, there exist limitations that must also be recognized and understood. Unfortunately, most clinicians do not have an understanding of the fundamentals of AI and therefore may have challenges in contextualizing its impact in modern healthcare. The purpose of this review was to provide an overview of the key concepts of AI and machine learning with the orthopaedic surgeon in mind. The review further highlights the potential benefits and limitations of AI, along with an overview of its applications, in orthopaedics.
Collapse
|
31
|
Krueger CA, Kozaily E, Gouda Z, Chisari E, Courtney PM, Austin MS. Canceled Total Joint Arthroplasty: Who, What, When, and Why? J Arthroplasty 2021; 36:857-862. [PMID: 33032875 DOI: 10.1016/j.arth.2020.09.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Revised: 08/21/2020] [Accepted: 09/03/2020] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND Unexpected cancelation of scheduled total joint arthroplasty (TJA) procedures creates patient distress and disruption for the clinical team. The purpose of this study is to identify the etiology and fate of cancelations for scheduled TJAs. METHODS A consecutive series of 11,670 patients at a single institution from 2013 to 2017 was reviewed in March 2020. All patients who were scheduled for a primary total hip arthroplasty or total knee arthroplasty and subsequently canceled were identified. The etiology of cancelation and time to rescheduling were recorded. RESULTS Of the 505 (4.3%) canceled patients, 209 (42%) were due to medical reasons. Three hundred ninety-one patients (77%) eventually underwent their procedure at a mean delay of 165 days (19-1908). Only 53 (25%) patients canceled for a medical reason underwent further diagnostic or therapeutic intervention for their medical condition. When compared to patient-driven cancelations, those canceled for medical reasons had a higher mean Charlson Comorbidity Index (0.82 vs 0.39, P < .001), were canceled closer to the scheduled surgery date (8.55 vs 18.1 days, P < .001), and were more likely to eventually undergo surgery (86% vs 73%, P = .004). CONCLUSION Canceled elective TJA surgeries are most often due to a medical concern, however only a minority of these patients undergo intervention for that medical condition. To minimize the risk of cancelation, healthcare providers may consider early referral of medically complex patients to the patient's primary care physician. After cancelation, patients should have a clearly defined path to return to the operative schedule to prevent further delays.
Collapse
Affiliation(s)
| | | | - Zane Gouda
- Sidney Kimmel Medial College, Thomas Jefferson University Hospital, Philadelphia, PA
| | | | | | | |
Collapse
|
32
|
Krueger CA, Yayac M, Vannello C, Wilsman J, Austin MS, Courtney PM. Are We at the Bottom? BPCI Programs Now Disincentivize Providers Who Maintain Quality Despite Caring for Increasingly Complex Patients. J Arthroplasty 2021; 36:13-18. [PMID: 32800668 DOI: 10.1016/j.arth.2020.07.048] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Revised: 07/14/2020] [Accepted: 07/20/2020] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND The Bundled Payments for Care Improvement (BPCI) initiative has been successful at reducing Medicare costs after total joint arthroplasty (TJA). Target pricing is based on each institution's historical performance and is periodically reset. The purpose of this study was to examine the performance of our BPCI program accounting for patient complexity, quality, and resource utilization. METHODS We reviewed a consecutive series of 9195 Medicare patients undergoing primary TJA from 2015 to 2018. Demographics, comorbidities, and readmissions by year were compared. We then examined 90-day episode-of-care costs, changes in target price, and financial margins during the duration of the BPCI program using Medicare claims data. RESULTS Patients undergoing TJA in 2018 had a higher prevalence of diabetes and cardiac disease (all P < .001) as compared with those in 2015. From 2015 to 2018, there was a decrease in the rate of discharge to rehabilitation facilities (23% vs 14%, P < .001) and length of stay (2.1 vs 1.7 days, P < .001) with no difference in readmissions (6% vs 6%, P = .945). There was a reduction in postacute care costs ($6076 vs $4,890, P < .001) and 90-day episode-of-care costs ($19,954 vs $18,449, P < .001). However, the target price also decreased ($22,280 vs $18,971, P < .001), and the per-patient margin diminished ($2683 vs $522, P < .001). CONCLUSION Surgeons have maintained quality of care at a reduced cost despite increasing patient complexity. The target price adjustments resulted in declining margins during the course of our BPCI experience. Policy makers should consider changes to target price methodology to encourage participation in these successful cost-saving programs.
Collapse
Affiliation(s)
- Chad A Krueger
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute, Thomas Jefferson University Hospital, Philadelphia, PA
| | - Michael Yayac
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute, Thomas Jefferson University Hospital, Philadelphia, PA
| | - Chris Vannello
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute, Thomas Jefferson University Hospital, Philadelphia, PA
| | - John Wilsman
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute, Thomas Jefferson University Hospital, Philadelphia, PA
| | - Matthew S Austin
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute, Thomas Jefferson University Hospital, Philadelphia, PA
| | - P Maxwell Courtney
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute, Thomas Jefferson University Hospital, Philadelphia, PA
| |
Collapse
|
33
|
Higher complication rates after management of lower extremity fractures in lower socioeconomic classes: Are risk adjustment models necessary? TRAUMA-ENGLAND 2020. [DOI: 10.1177/1460408620975693] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
IntroductionAlternative payment models, such as bundled payments, have been proposed to control rising costs in orthopaedic trauma surgery. Without risk adjustment models, concerns exist about the financial burden incurred by so called “safety-net hospitals” that serve patients of lower socioeconomic status. The purpose of this study was to determine whether lower socioeconomic status was associated with increased complications and subsequently higher resource utilization following surgical treatment of high-energy lower extremity fractures.MethodsThe National Inpatient Sample database was queried for patients who underwent surgical fixation of the femur and tibia between 2005–2014. The top and bottom income quartiles were compared. Demographics, medical comorbidities, length of stay (LOS), complications, in-hospital mortality were compared between patients of top and bottom income quartiles. Multivariate logistic regression analysis was then performed to identify factors independently associated with complications, mortality, and increased resource utilization.ResultsPatients with femur fracture in the bottom income quartile had longer length of stay (6.9 days vs 6.5 days, p < 0.001) and a higher mortality rate (1.9% vs 1.7%, p = 0.034). Patients with tibia fracture in the bottom income quartile had greater complication rates (7.3% vs 6.1%, p < 0.001), longer length of stay (5.3 days vs. 4.5 days, p < 0.001), and higher mortality (0.3% vs. 0.2%, p < 0.001).ConclusionsLower income status is associated with increased in-hospital mortality and longer length of stay in patients following lower extremity fractures. Risk adjustment models should consider the role of socioeconomic status in patient resource utilization to ensure continued access to orthopedic trauma care for all patients.
Collapse
|
34
|
Yayac M, Moltz R, Pivec R, Lonner JH, Courtney PM, Austin MS. Response to Letter to the Editor on "Formal Physical Therapy Following Total Hip and Knee Arthroplasty Incurs Additional Cost Without Improving Outcomes". J Arthroplasty 2020; 35:3780-3781. [PMID: 32900562 DOI: 10.1016/j.arth.2020.08.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Accepted: 08/05/2020] [Indexed: 02/02/2023] Open
Affiliation(s)
- Michael Yayac
- Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Rachel Moltz
- Philadelphia College of Osteopathic Medicine, Philadelphia, Pennsylvania
| | - Robert Pivec
- Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Jess H Lonner
- Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, Pennsylvania
| | - P Maxwell Courtney
- Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Matthew S Austin
- Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, Pennsylvania
| |
Collapse
|
35
|
Krueger CA, Kerr JM, Bolognesi MP, Courtney PM, Huddleston JI. The Removal of Total Hip and Total Knee Arthroplasty From the Inpatient-Only List Increases the Administrative Burden of Surgeons and Continues to Cause Confusion. J Arthroplasty 2020; 35:2772-2778. [PMID: 32444233 DOI: 10.1016/j.arth.2020.04.079] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2020] [Revised: 04/21/2020] [Accepted: 04/22/2020] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND Several studies have shown that the removal of total knee arthroplasty (TKA) from the Centers for Medicare and Medicaid Services (CMS) inpatient-only (IPO) list has caused confusion among surgeons, hospitals, and patients. The purpose of this study is to determine whether similar confusion was present after CMS recently removed total hip arthroplasty (THA) from the IPO list. METHODS We surveyed the American Association of Hip and Knee Surgeons membership via an online web-based questionnaire in February 2020. The 12-question form asked about practice type and the impact that having both THA and TKA removed from the IPO list has had on each surgeon's practice. Responses were tabulated and descriptive statistics of each question reported. RESULTS Of the 2847 American Association of Hip and Knee Surgeons members surveyed, 419 responded (14.7% response rate). Three hundred forty-one surgeons (81%) stated that changes to IPO status have increased their practice's administrative burden. Fifty-four percent of surgeons reported that they have needed to obtain preauthorization or appeal a denial of preauthorization for an inpatient total joint arthroplasty at least monthly, while 257 surgeons (61%) have had patients contact their office regarding an unexpected copayment. Despite the commitment of CMS to waiving certain audits for 2 years, 43 respondents (10%) stated they had undergone an audit regarding a patient's inpatient status. CONCLUSION The removal of THA and TKA from the IPO list continues to be an administrative burden for arthroplasty surgeons and a source of confusion among patients. CMS should provide additional guidance to address surgeons' concerns about preauthorization for inpatient stays, unexpected patient copayments, and CMS audits.
Collapse
Affiliation(s)
- Chad A Krueger
- Rothman Orthopaedic Institute, Thomas Jefferson University, Philadelphia, PA
| | - Joshua M Kerr
- American Association of Hip and Knee Surgeons, Rosemont, IL
| | | | - P Maxwell Courtney
- Rothman Orthopaedic Institute, Thomas Jefferson University, Philadelphia, PA
| | | |
Collapse
|
36
|
Lieber AM, Boniello AJ, Kerbel YE, Petrucelli P, Kavuri V, Jakoi A, Khalsa AS. Low Socioeconomic Status Is Associated With Increased Complication Rates: Are Risk Adjustment Models Necessary in Cervical Spine Surgery? Global Spine J 2020; 10:748-753. [PMID: 32707010 PMCID: PMC7383791 DOI: 10.1177/2192568219874763] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
STUDY DESIGN Retrospective cohort study. OBJECTIVES The objective of this study was to determine whether lower socioeconomic status was associated with increased resource utilization following anterior discectomy and fusion (ACDF). METHODS The National Inpatient Sample database was queried for patients who underwent a primary, 1- to 2-level ACDF between 2005 and 2014. Trauma, malignancy, infection, and revision surgery were excluded. The top and bottom income quartiles were compared. Demographics, medical comorbidities, length of stay, complications, and hospital cost were compared between patients of top and bottom income quartiles. RESULTS A total of 69 844 cases were included. The bottom income quartile had a similar mean hospital stay (2.04 vs 1.77 days, P = .412), more complications (2.45% vs 1.77%, P < .001), and a higher mortality rate (0.18% vs 0.11%, P = .016). Multivariate analysis revealed bottom income quartile was an independent risk factor for complications (odds ratio = 1.135, confidence interval = 1.02-1.26). Interestingly, the bottom income quartile experienced lower mean hospital costs ($17 041 vs $17 958, P < .001). CONCLUSION Patients in the lowest income group experienced more complications even after adjusting for comorbidities. Therefore, risk adjustment models, including socioeconomic status, may be necessary to avoid potential problems with access to orthopedic spine care for this patient population.
Collapse
Affiliation(s)
- Alexander M. Lieber
- Department of Orthopaedic Surgery, Drexel University College of Medicine, Philadelphia, PA, USA
- Alexander M. Lieber, Department of Orthopedic Surgery, Drexel University College of Medicine, 245N 15th Street, Philadelphia, PA 19102, USA.
| | - Anthony J. Boniello
- Department of Orthopaedic Surgery, Drexel University College of Medicine, Philadelphia, PA, USA
| | - Yehuda E. Kerbel
- Department of Orthopaedic Surgery, Drexel University College of Medicine, Philadelphia, PA, USA
| | - Philip Petrucelli
- Department of Orthopaedic Surgery, Drexel University College of Medicine, Philadelphia, PA, USA
| | - Venkat Kavuri
- Department of Orthopaedic Surgery, Drexel University College of Medicine, Philadelphia, PA, USA
| | - Andre Jakoi
- Orthopedic Health of Kansas City, North Kansas City, MO, USA
| | - Amrit S. Khalsa
- Department of Orthopedic Surgery, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| |
Collapse
|
37
|
YEE CHRISTINEA, PIZER STEVEND, FRAKT AUSTIN. Medicare's Bundled Payment Initiatives for Hospital-Initiated Episodes: Evidence and Evolution. Milbank Q 2020; 98:908-974. [PMID: 32820837 PMCID: PMC7482383 DOI: 10.1111/1468-0009.12465] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
Policy Points Evidence suggests that bundled payment contracting can slow the growth of payer costs relative to fee-for-service contracting, although bundled payment models may not reduce absolute costs. Bundled payments may be more effective than fee-for-service payments in containing costs for certain medical conditions. For the most part, Medicare's bundled payment initiatives have not been associated with a worsening of quality in terms of readmissions, emergency department use, and mortality. Some evidence suggests a worsening of other quality measures for certain medical conditions. Bundled payment contracting involves trade-offs: Expanding a bundle's scope and duration may better contain costs, but a more comprehensive bundle may be less attractive to providers, reducing their willingness to accept it as an alternative to fee-for-service payment. CONTEXT Bundled payments have been promoted as an alternative to fee-for-service payments that can mitigate the incentives for service volume under the fee-for-service model. As Medicare has gained experience with bundled payments, it has widened their scope and increased their duration. However, there have been few reviews of the empirical literature on the impact of Medicare's bundled payment programs on cost, resource use, utilization, and quality. METHODS We examined the history and features of 16 of Medicare's bundled payment programs involving hospital-initiated episodes of care and conducted a literature review of articles about those programs. Database and additional searches yielded 1,479 articles. We evaluate the studies' methodological quality and summarize the quantitative findings about Medicare expenditures and quality of care from 37 studies that used higher-quality research designs. FINDINGS Medicare's bundled payment initiatives have varied in their design features, such as episode scope and duration. Many initiatives were associated with little to no reduction in Medicare expenditures, unless large pricing discounts for providers were negotiated in advance. Initiatives that included post-acute care services were associated with lower expenditures for certain conditions. Hospitals may have been able to reduce internal production costs with help from physicians via gainsharing. Most initiatives were not associated with significant changes in quality of care, as measured by readmission and mortality rates. Of the significant changes in readmission rates, the results were mixed, showing increases and decreases associated with bundled payments. Some evidence suggested that worse patient outcomes were associated bundled payments, although most results were not statistically significant. Results on case-mix selection were mixed: Several initiatives were associated with reductions in episode severity, whereas others were associated with little change. CONCLUSIONS Bundled payments for hospital-initiated episodes may be a good alternative to fee-for-service payments. Bundled payments can help slow the growth of payer spending, although they do not necessarily reduce absolute spending. They are associated with lower provider production costs, and there is no overwhelming evidence of compromised quality. However, designing a bundled payment contract that is attractive to both providers and payers proves to be a challenge.
Collapse
Affiliation(s)
- CHRISTINE A. YEE
- Partnered Evidence-based Policy Resource CenterVA Boston Healthcare System
- University of Maryland Baltimore County
- School of Public HealthBoston University
| | - STEVEN D. PIZER
- Partnered Evidence-based Policy Resource CenterVA Boston Healthcare System
- School of Public HealthBoston University
| | - AUSTIN FRAKT
- Partnered Evidence-based Policy Resource CenterVA Boston Healthcare System
- School of Public HealthBoston University
- T.H. Chan School of Public HealthHarvard University
| |
Collapse
|
38
|
Baron RB, Neifert SN, Ranson WA, Schupper AJ, Gal JS, Cho SK, Caridi JM. A Comparison of the Elixhauser and Charlson Comorbidity Indices: Predicting In-Hospital Complications Following Anterior Lumbar Interbody Fusions. World Neurosurg 2020; 144:e353-e360. [PMID: 32841797 DOI: 10.1016/j.wneu.2020.08.138] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Revised: 08/18/2020] [Accepted: 08/19/2020] [Indexed: 11/27/2022]
Abstract
OBJECTIVE The Elixhauser Comorbidity Index (ECI) and Charlson Comorbidity Index (CCI) are commonly used measures that use administrative data to characterize a patient's comorbidity burden. The purpose of this study was to compare the ability of these measures to predict outcomes following anterior lumbar interbody fusion. METHODS The National Inpatient Sample was queried for all ALIF procedures between 2013 and 2014. The area under the receiver operating curve (AUC) was used to compare the ECI and CCI in their ability to predict postoperative complications when incorporated into a base model containing age, sex, race, and primary payer. Percent superiority was computed using AUC values for ECI, CCI, and base models. RESULTS A total of 43,930 hospitalizations were included in this study. The ECI was superior to the CCI and baseline models in predicting minor (AUC 71 vs. 0.66, P < 0.0001) and major (AUC 0.74 vs. 0.67, P < 0.0001) complications. When evaluating individual complications, the ECI was superior to the CCI in predicting airway complications (65% superior, AUC 0.85 vs. 0.72, P = 0.0001); hemorrhagic anemia (83% superior, AUC 0.71 vs. 0.66, P < 0.0001); myocardial infarction (76% superior, AUC 0.86 vs. 0.67, P < 0.0001); cardiac arrest (75% superior, AUC 0.85 vs. 0.67, P < 0.0001); pulmonary embolism (105% superior, AUC 0.91 vs. 0.71, P < 0.0001); and urinary tract infection (43% superior, AUC 0.76 vs. 0.73, P = 0.046). CONCLUSIONS The ECI was superior to the CCI in predicting 6 of the 15 complications analyzed in this study. Combined with previous results, the ECI may be a better predictive model in spine surgery.
Collapse
Affiliation(s)
- Rebecca B Baron
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA.
| | - Sean N Neifert
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - William A Ranson
- Department of Orthopedics, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Alexander J Schupper
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Jonathan S Gal
- Department of Anesthesiology, Perioperative, and Pain Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Samuel K Cho
- Department of Orthopedics, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - John M Caridi
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA; Department of Orthopedics, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| |
Collapse
|
39
|
Malik AT, Sridharan M, Bishop JY, Khan SN, Jones GL, Neviaser AS, Cvetanovich GL. Health Care Utilization and Costs in the Year Prior to Arthroscopic Rotator Cuff Repair. Orthop J Sports Med 2020; 8:2325967120937016. [PMID: 32782903 PMCID: PMC7383668 DOI: 10.1177/2325967120937016] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Accepted: 03/03/2020] [Indexed: 01/14/2023] Open
Abstract
Background: A majority of cost-control strategies in arthroscopic rotator cuff repair (RCR) have been concentrated on the perioperative and post–acute care periods, with the preoperative health care period being largely overlooked. Purpose: To report the distribution of costs associated with health care utilization within the year prior to arthroscopic RCR. Study Design: Economic and decision analysis; Level of evidence, 3. Methods: The 2007 through 2015 (third quarter) Humana Administrative Claims database was queried using Current Procedural Terminology code 29827 to identify patients undergoing arthroscopic RCR for only degenerative rotator cuff tears. The study cohort was divided into 2 distinct groups based on insurance plan: commercial or Medicare Advantage (MA). Total 1-year costs, per-patient average reimbursements (PPARs), and trends in utilization for the following preoperative health care resource categories were studied: office visits, radiographs, magnetic resonance imaging (MRI) scans, computed tomography (CT) scans, steroid injections, hyaluronic acid (HA) injections, physical therapy, and pain medications (opioids + nonopioids). Results: A total of 18,457 MA and 6530 commercial beneficiaries undergoing arthroscopic RCR over the study period were included. Total 1-year preoperative costs (in US$) amounted to $16,923,595 ($916/patient) and $8,397,291 ($1285/patient) for MA and commercial beneficiaries, respectively. The largest proportion of total 1-year costs for both MA and commercial beneficiaries was accounted for by MRI scans (36% and 56%, respectively). PPARs for each health care resource category were as follows: office visits (MA, $240; commercial, $249), radiographs (MA, $60; commercial, $93), MRI scans (MA, $385; commercial, $813), CT scans (MA, $223; commercial, $562), steroid injections (MA, $97; commercial, $137), HA injections (MA, $422; commercial, $602), physical therapy (MA, $473; commercial, $551), and pain medications (MA, $208; commercial, $136). High health care utilization within the past 3 months before surgery was noted for radiographs, physical therapy, opioids, steroid injections, and office visits, with up to 40% to 90% of 1-year PPARs being accounted for within this time period alone. Conclusion: Approximately $900 to $1300 per patient was spent in rotator cuff–related health care resource use in the year prior to undergoing arthroscopic RCR. As we begin to implement value in shoulder surgery, judicious use of nonoperative treatment modalities among patients who would not benefit from nonoperative care will be an effective way of reducing costs.
Collapse
Affiliation(s)
- Azeem Tariq Malik
- Department of Orthopaedics, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Mathangi Sridharan
- Department of Orthopaedics, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Julie Y Bishop
- Department of Orthopaedics, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Safdar N Khan
- Department of Orthopaedics, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Grant L Jones
- Department of Orthopaedics, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Andrew S Neviaser
- Department of Orthopaedics, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Gregory L Cvetanovich
- Department of Orthopaedics, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| |
Collapse
|
40
|
Weiner JA, Adhia AH, Feinglass JM, Suleiman LI. Disparities in Hip Arthroplasty Outcomes: Results of a Statewide Hospital Registry From 2016 to 2018. J Arthroplasty 2020; 35:1776-1783.e1. [PMID: 32241650 DOI: 10.1016/j.arth.2020.02.051] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2019] [Revised: 02/20/2020] [Accepted: 02/24/2020] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND In November 2019, Centers for Medicare and Medicaid Services announced total hip arthroplasty (THA) will be removed from the inpatient-only list. This may lead to avoidance of patients who have prolonged hospitalizations and discharge to skilled nursing facilities or push providers to unsafely push patients to outpatient surgery centers. Disparities in hip arthroplasty may worsen as patients are "risk stratified" preoperatively to minimize cost outliers. We aimed to evaluate which patient characteristics are associated with extended length of stay (eLOS)-greater than 2 days-and nonhome discharge in patients undergoing hip arthroplasty. METHODS The Illinois COMPdata administrative database was queried for THA admissions from January 2016 to June 2018. Variables included age, sex, race and ethnicity, median household income, Illinois region, insurance status, principal diagnosis, Charlson comorbidity index, obesity, discharge disposition, and LOS. Hospital characteristics included bundled payment participation and arthroplasty volume. Using multiple Poisson regression, we examined the association between these factors and the likelihood of nonhome discharge and eLOS. RESULTS There were 41,832 THA admissions from January 2016 to June 2018. A total of 36% had LOS greater than 2 midnights and 25.3% of patients had nonhome discharges. Female patients, non-Hispanic black patients, patients older than 75, obese patients, Medicaid or uninsured status, Charlson comorbidity index > 3, and hip arthroplasty for fracture were associated with increased risk of eLOS and/or nonhome discharge (P < .05). CONCLUSION With the Centers for Medicare and Medicaid Services emphasis on cost containment, patients at risk of extended stay or nonhome discharge may be deemed "high risk" and have difficulty accessing arthroplasty care. These are potentially vulnerable groups during the transition to the bundled payment model.
Collapse
Affiliation(s)
- Joseph A Weiner
- Department of Orthopaedic Surgery, Northwestern University, Chicago, IL, USA
| | - Akash H Adhia
- Department of Orthopaedic Surgery, Northwestern University, Chicago, IL, USA
| | - Joe M Feinglass
- Department of Medicine, Northwestern University, Chicago, IL, USA
| | - Linda I Suleiman
- Department of Orthopaedic Surgery, Northwestern University, Chicago, IL, USA
| |
Collapse
|
41
|
Total Hip Arthroplasty for Developmental Dysplasia of Hip vs Osteoarthritis: A Propensity Matched Pair Analysis. Arthroplast Today 2020; 6:607-611.e1. [PMID: 32995409 PMCID: PMC7502580 DOI: 10.1016/j.artd.2020.02.018] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/15/2019] [Revised: 02/24/2020] [Accepted: 02/24/2020] [Indexed: 11/24/2022] Open
Abstract
Background The purpose of this study was to use the American College of Surgeons National Surgical Quality Improvement Program to compare the perioperative and postoperative outcomes after total hip arthroplasty (THA) for DDH and primary OA via a propensity-matched pair analysis and the valuation of THA between both groups. Material and Methods All patients who underwent THA between 2008 and 2016 were identified from National Surgical Quality Improvement Program database via the current procedural terminology (CPT) code. Patients were further identified and stratified based on International Statistical Classification of Diseases and Related Health Problems-9/International Statistical Classification of Diseases and Related Health Problems-10 diagnosis codes for primary OA (n = 115,166) and DDH (n = 603), which included codes for congenital hip dislocation, hip dysplasia, or juvenile osteochondrosis. Demographic variables were used to create 557 propensity-matched pairs. Results The DDH group was associated with a significantly longer operative time (120.3 vs 95.9 min), higher postoperative transfusion rate (12% vs 6.6%), and longer hospital length of stay (2.8 vs 2.5 days) compared with the primary OA group (P < .001, P < .001, and P = .002, respectively). There were no statistically significant differences found between the two groups with respect to inpatient complications, discharge disposition (P = .123), readmissions (P = .615), or reoperations (P = .404). Conclusions Health policy makers should be cognizant of the higher complexity of THA for DDH when determining whether DDH and primary OA should be in the same bundle. Owing to the limitations of our data set, all the observed associations are likely an underestimate of the true risk posed to patients with severe DDH, as these patients were unable to be stratified in the present analysis.
Collapse
|
42
|
Gammal ID, Matuszak SJ, Kenan S, Larsen CG, Kiridly DN, Goodman HJ. To Bundle or Not to Bundle? The Financial Impact of Pathologic Hip Disease on Hip Arthroplasty Episodes of Care. J Arthroplasty 2020; 35:1480-1483. [PMID: 32029349 DOI: 10.1016/j.arth.2020.01.017] [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: 10/18/2019] [Revised: 12/05/2019] [Accepted: 01/09/2020] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND The Comprehensive Care for Joint Replacement model aims to support more efficient care for patients. We examined the impact of patient and surgical characteristics, post-acute care, and clinical outcomes on episode of care (EOC) costs in patients undergoing hip arthroplasty for all diagnoses. METHODS We retrospectively collected data from a large database of patients undergoing hip arthroplasty for oncologic and nononcologic diagnoses between 2014 and 2017. We compared EOC costs and outcomes between the 2 groups using Student's t-tests. We estimated the association between an oncologic-associated procedure and EOC costs from a multiple regression analysis. RESULTS There were 2122 total patients included: 1993 in the nononcologic group and 129 in the oncologic group. The length of stay was significantly greater in the oncologic group (7.2 vs 4.2 days, P = .00). In the post-acute period, a greater proportion of oncologic patients was readmitted (29% vs 14%, P = .05) and discharged to skilled nursing (93% vs 51%, P = .00). Index hospitalization costs (mean difference [MD] $1561, P = .05), skilled nursing costs (MD $5932, P = .001), and total EOC costs (MD $20,012, P = .00) were all greater in the oncologic group. Along with increasing age and fracture diagnosis, an oncologic diagnosis is independently associated with greater EOC costs from a multivariate analysis (β = 16,163 ± 2258, P = .00, r2 = 29%). CONCLUSION Comprehensive Care for Joint Replacement should incorporate risk adjustment for oncologic disease because hip arthroplasty for an oncologic diagnosis is associated with worse outcomes and greater costs than in the general population.
Collapse
Affiliation(s)
- Isaac D Gammal
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, North Shore-LIJ Department of Orthopaedic Surgery, New Hyde Park, New York
| | - Sean J Matuszak
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, North Shore-LIJ Department of Orthopaedic Surgery, New Hyde Park, New York
| | - Shachar Kenan
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, North Shore-LIJ Department of Orthopaedic Surgery, New Hyde Park, New York
| | - Christopher G Larsen
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, North Shore-LIJ Department of Orthopaedic Surgery, New Hyde Park, New York
| | - Daniel N Kiridly
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, North Shore-LIJ Department of Orthopaedic Surgery, New Hyde Park, New York
| | - Howard J Goodman
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, North Shore-LIJ Department of Orthopaedic Surgery, New Hyde Park, New York
| |
Collapse
|
43
|
Bala A, Ivanov DV, Huddleston JI, Goodman SB, Maloney WJ, Amanatullah DF. The Cost of Malnutrition in Total Joint Arthroplasty. J Arthroplasty 2020; 35:926-932.e1. [PMID: 31879158 DOI: 10.1016/j.arth.2019.11.018] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/26/2019] [Revised: 11/12/2019] [Accepted: 11/12/2019] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND Malnutrition is a known risk factor for complications and adverse outcomes after elective total joint arthroplasty (TJA), but little is known about the burden this risk factor places on the healthcare system. The purpose of this study was to evaluate the 90-day impact of malnutrition on medical and surgical complications and understand the increase in global reimbursements associated with TJA in malnourished patients. METHODS We queried a combined private-payer and Medicare database from 2007 to 2016 for TJA using International Classification of Diseases, 9th revision and Current Procedural Terminology codes. Patients with serum albumin level of <3.5 g/dL were gender, age, and mean Elixhauser Comorbidity Index matched against a cohort with a normal serum albumin level. Odds ratios and confidence intervals were calculated for complications at 90 days postoperatively. Mean index and 90-day global reimbursements were calculated for the two matched groups and compared using P-values. RESULTS 3053 protein malnourished patients receiving TJA were identified, and 12,202 matched protein nourished patients receiving TJA served as controls. At 90 days, the malnourished groups had increased risk for failure of multiple organ systems, periprosthetic joint infection, and reoperation. The mean 90-day increase in reimbursement was $3875 associated with performing a TJA on a protein malnourished patient (P < .001). CONCLUSION This study demonstrates an association between malnourished patients and postoperative complications as well as significantly increased reimbursements. Understanding the reimbursement increases at 90 days for TJA in protein malnourished patients is important in the era of bundled payments.
Collapse
Affiliation(s)
- Abiram Bala
- Department of Orthopaedic Surgery, Stanford University Medical Center, Stanford, CA
| | | | - James I Huddleston
- Department of Orthopaedic Surgery, Stanford University Medical Center, Redwood City, CA
| | - Stuart B Goodman
- Department of Orthopaedic Surgery, Stanford University Medical Center, Redwood City, CA
| | - William J Maloney
- Department of Orthopaedic Surgery, Stanford University Medical Center, Redwood City, CA
| | - Derek F Amanatullah
- Department of Orthopaedic Surgery, Stanford University Medical Center, Redwood City, CA
| |
Collapse
|
44
|
The Use of Cementless Components Does Not Significantly Increase Procedural Costs in Total Knee Arthroplasty. J Arthroplasty 2020; 35:407-412. [PMID: 31662281 DOI: 10.1016/j.arth.2019.08.063] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2019] [Revised: 08/26/2019] [Accepted: 08/29/2019] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND Modern cementless total knee arthroplasty (TKA) designs have shown promising early clinical success; however, concerns exist regarding the higher cost of the cementless implants. The purpose of this study is to evaluate the total facility cost of cementless vs traditional cemented TKA along with the effect of cementless fixation on short-term outcomes. METHODS We reviewed a consecutive series of patients between 2015 and 2017 who underwent either cementless or cemented primary TKA. Itemized facility costs were calculated for every procedure using a time-driven activity-based costing algorithm. Controlling for demographic variables and medical comorbidities, we performed a multivariate analysis to identify independent risk factors for facility costs following TKA. Short-term outcome metrics including complications, readmissions, and patient-reported outcomes were compared between groups. RESULTS Among the 2426 primary TKA patients in this study, 119 (4.91%) were performed using cementless implants. When compared to cemented TKA, cementless TKA patients had higher implant costs ($3047.80 vs $2808.73, P < .0001), but lower supply costs ($639.49 vs $815.57, P < .0001) and lower operating room personnel costs ($982.01 vs $1238.26, P < .0001). When controlling for confounding variables, cementless fixation did not have a significant effect on total facility cost or outcomes. CONCLUSION In conclusion, the use of cementless TKA implants did not significantly increase total procedural costs when compared to traditional cemented TKA components at our institution. Our data suggest that the increased cost of a cementless implant is recouped through savings in cost of cement and supplies, as well as shorter operative times. The authors encourage investigators at other institutions to use the authors' methodology to evaluate (preferably in a prospective manner) whether the findings from this study can be corroborated.
Collapse
|
45
|
Agarwal R, Liao JM, Gupta A, Navathe AS. The Impact Of Bundled Payment On Health Care Spending, Utilization, And Quality: A Systematic Review. Health Aff (Millwood) 2020; 39:50-57. [DOI: 10.1377/hlthaff.2019.00784] [Citation(s) in RCA: 61] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Affiliation(s)
- Rajender Agarwal
- Rajender Agarwal is director of the Center for Health Reform, in Southlake, Texas
| | - Joshua M. Liao
- Joshua M. Liao is medical director of payment strategy, director of the Value and Systems Science Lab, and an assistant professor in the Department of Medicine, all at the University of Washington, in Seattle, and an adjunct senior fellow at the Leonard Davis Institute of Health Economics, University of Pennsylvania, in Philadelphia
| | - Ashutosh Gupta
- Ashutosh Gupta is associate director of the Center for Health Reform and a gastroenterologist at ProCare Gastroenterology, in Odessa, Texas
| | - Amol S. Navathe
- Amol S. Navathe is a core investigator at the Corporal Michael J. Cresencz Veterans Affairs Medical Center, in Philadelphia, and an assistant professor in the Department of Medical Ethics and Health Policy, Perelman School of Medicine, and a senior fellow at the Leonard Davis Institute of Health Economics, both at the University of Pennsylvania
| |
Collapse
|
46
|
Yayac MF, Harrer SL, Deirmengian GK, Parvizi J, Courtney PM. Conversion Total Knee Arthroplasty is Associated with Increased Post-Acute Care Costs. J Arthroplasty 2019; 34:2855-2860. [PMID: 31337552 DOI: 10.1016/j.arth.2019.06.059] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2019] [Revised: 06/07/2019] [Accepted: 06/27/2019] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND Alternative payment models have been viewed as successfully decreasing costs following primary total knee arthroplasty (TKA) while maintaining quality. Concerns exist regarding access to care for patients who may utilize more resources in a bundled payment arrangement. The purpose of this study is to determine if patients undergoing conversion of prior surgery to TKA have increased costs compared to primary TKA patients. METHODS Claims from Medicare and a single private insurer were queried for all primary TKA patients at our institution from 2015 to 2016. Ninety-day post-acute care costs were compared between primary and conversion TKA. Secondary endpoints included discharge disposition, complications, and readmissions. A multivariate regression analysis was performed to identify independent risk factors for increased post-acute care costs and short-term outcome metrics. RESULTS Of 3999 primary TKA procedures, 948 patients (23%) underwent conversion TKA. Conversion TKA was associated with greater post-acute care costs in patients with commercial insurance ($4714 vs $3759, P = .034). Among Medicare beneficiaries, prior ligament reconstruction was associated with increased post-acute care costs ($1917 increase, P = .036), while prior fracture fixation approached statistical significance ($2402 increase, P = .055). Conversion TKA was an independent risk factor for readmissions (odds ratio 1.46, 95% confidence interval 1.00-2.17, P = .050), while patients with a prior open knee procedure had higher rates of complications (odds ratio 2.41, 95% confidence interval 1.004-5.778, P = .049). CONCLUSION Our data suggest that conversion from prior knee surgery to TKA is associated with increased 90-day post-acute care costs and resource utilization, particularly prior open procedures. Without appropriate risk adjustment in alternative payment models, surgeons may be financially deterred from providing quality arthroplasty care given the reduced net payment and surgical complexity of such cases.
Collapse
Affiliation(s)
- Michael F Yayac
- Department of Orthopaedic Surgery, Rothman Institute at Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Samantha L Harrer
- Department of Orthopaedic Surgery, Rothman Institute at Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Gregory K Deirmengian
- Department of Orthopaedic Surgery, Rothman Institute at Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Javad Parvizi
- Department of Orthopaedic Surgery, Rothman Institute at Thomas Jefferson University, Philadelphia, Pennsylvania
| | - P Maxwell Courtney
- Department of Orthopaedic Surgery, Rothman Institute at Thomas Jefferson University, Philadelphia, Pennsylvania
| |
Collapse
|
47
|
Yayac M, Stein J, Deirmengian GK, Parvizi J, Courtney PM. Conversion Total Knee Arthroplasty Needs Its Own Diagnosis-Related Group Code. J Arthroplasty 2019; 34:2308-2312. [PMID: 31230955 DOI: 10.1016/j.arth.2019.05.045] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2019] [Revised: 05/21/2019] [Accepted: 05/23/2019] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND Conversion from a prior knee procedure has been demonstrated to require greater operative times and resources, but still lacks a separate procedural or facility code from primary total knee arthroplasty (TKA). The purpose of this study is to determine differences in facility costs between patients who underwent primary TKA and those who underwent conversion TKA. METHODS We retrospectively reviewed a consecutive series of patients undergoing primary TKA at 2 hospitals from 2015 to 2017, comparing itemized facility costs between primary and conversion TKA patients. A multivariate regression analysis was performed to identify independent risk factors for increased facility costs, the need for additional implants, length of stay, and discharge disposition. RESULTS Of 2447 TKA procedures, 678 (27.7%) underwent conversion TKA, which was associated with greater implant costs ($3931.47 vs $2864.67, P = .0120) and total facility costs in a multivariate regression ($94.30 increase, P = .0316). When controlling for confounding variables, patients with a prior ligament reconstruction ($402 increase, P = .0002) and prior open reduction and internal fixation ($847 increase, P = .0020) had higher costs and were more likely to require stemmed implants (P < .05). There was an increase in TKA implant cost by $538 in patients with implants from a prior procedure (P < .0001). CONCLUSION Conversion TKA is associated with greater implant and inpatient facility costs than primary TKA, particularly those who had a history of an open knee procedure. A separate diagnosis-related group should be created for conversion TKA given the increased cost and complexity of these procedures compared to primary TKA.
Collapse
Affiliation(s)
- Michael Yayac
- The Rothman Institute at Thomas Jefferson University, Philadelphia, PA
| | - Jonah Stein
- The Rothman Institute at Thomas Jefferson University, Philadelphia, PA
| | | | - Javad Parvizi
- The Rothman Institute at Thomas Jefferson University, Philadelphia, PA
| | | |
Collapse
|
48
|
Ahn A, Ferrer C, Park C, Snyder DJ, Maron SZ, Mikhail C, Keswani A, Molloy IB, Bronson MJ, Moschetti WE, Jevsevar DS, Poeran J, Galatz LM, Moucha CS. Defining and Optimizing Value in Total Joint Arthroplasty From the Patient, Payer, and Provider Perspectives. J Arthroplasty 2019; 34:2290-2296.e1. [PMID: 31204223 DOI: 10.1016/j.arth.2019.05.024] [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: 03/12/2019] [Revised: 04/29/2019] [Accepted: 05/14/2019] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND The purpose of this study is to define value in bundled total joint arthroplasty (TJA) from the differing perspectives of the patient, payer/employer, and hospital/provider. METHODS Demographic, psychosocial, clinical, financial, and patient-reported outcomes (PROs) data from 2017 to 2018 elective TJA cases at a multihospital academic health system were queried. Value was defined as improvement in PROs (preoperatively to 1 year postoperatively) for patients, improvement in PROs per $1000 of bundle cost for payers, and the normalized sum of improvement in PROs and hospital bundle margin for providers. Bivariate analysis was used to compare high value vs low value (>50th percentile vs <50th percentile). Multivariate analysis was performed to identify predictors. RESULTS A total of 280 patients had PRO data, of which 71 had Medicare claims data. Diabetes (odds ratio [OR], 0.45; P = .02) predicted low value for patients; female gender (OR, 0.25), hypertension (OR, 0.17), pulmonary disease (OR, 0.12), and skilled nursing facility discharge (OR, 0.17) for payers (P ≤ .03 for all); and pulmonary disease (OR, 0.16) and skilled nursing facility discharge (OR, 0.19) for providers (P ≤ .04 for all). CONCLUSION This is the first article to define value in TJA under a bundle payment model from multiple perspectives, providing a foundation for future studies analyzing value-based TJA.
Collapse
Affiliation(s)
- Amy Ahn
- Icahn School of Medicine at Mount Sinai, New York, NY
| | - Chris Ferrer
- Icahn School of Medicine at Mount Sinai, New York, NY
| | - Chris Park
- Icahn School of Medicine at Mount Sinai, New York, NY
| | | | | | | | | | - Ilda B Molloy
- Department of Orthopaedics, Dartmouth Hitchcock Medical Center, Lebanon, NH
| | - Michael J Bronson
- Department of Orthopaedic Surgery, Mount Sinai Hospital, New York, NY
| | - Wayne E Moschetti
- Department of Orthopaedics, Dartmouth Hitchcock Medical Center, Lebanon, NH
| | - David S Jevsevar
- Department of Orthopaedics, Dartmouth Hitchcock Medical Center, Lebanon, NH
| | - Jashvant Poeran
- Department of Orthopaedic Surgery, Mount Sinai Hospital, New York, NY
| | - Leesa M Galatz
- Department of Orthopaedic Surgery, Mount Sinai Hospital, New York, NY
| | - Calin S Moucha
- Department of Orthopaedic Surgery, Mount Sinai Hospital, New York, NY
| |
Collapse
|
49
|
Breslow AS, Tran NM, Lu FQ, Alpert JE, Cook BL. Depression Treatment Expenditures for Adults in the USA: a Systematic Review. Curr Psychiatry Rep 2019; 21:105. [PMID: 31541327 DOI: 10.1007/s11920-019-1083-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
PURPOSE OF REVIEW We review 2016-2019 peer-reviewed literature which summarizes the factors contributing to high expense of treating depression among adults in the USA, and interventions that have been conducted to decrease depression treatment expenditures. RECENT FINDINGS Treatment expenditures associated with depression are high and growing, driven in part by increased health care utilization and a shift toward increased insurance coverage of medications and therapies. The majority of identified articles describe the elevated financial burden associated with treating individuals with chronic medical conditions who also have a depression diagnosis. The few available studies documenting health care system-level interventions identify that multi-target treatment for comorbid illness, collaborative care management, and integration of psychiatric treatment into primary care show promise for reducing depression treatment expenditures. Additional research is needed to identify innovative, cost-effective state, and federal payer-initiated depression treatment models, and evaluation of collaborative care and integrated care models implemented to scale across multiple health care systems.
Collapse
Affiliation(s)
- Aaron Samuel Breslow
- Health Equity Research Laboratory, Department of Psychiatry, Cambridge Health Alliance, Cambridge, MA, USA. .,PRIME Center for Health Equity, Psychiatry Research Institute at Montefiore Einstein, Department of Psychiatry and Behavioral Sciences, Albert Einstein College of Medicine, Bronx, NY, USA.
| | - Nathaniel M Tran
- Health Equity Research Laboratory, Department of Psychiatry, Cambridge Health Alliance, Cambridge, MA, USA
| | - Frederick Q Lu
- Health Equity Research Laboratory, Department of Psychiatry, Cambridge Health Alliance, Cambridge, MA, USA
| | - Jonathan E Alpert
- PRIME Center for Health Equity, Psychiatry Research Institute at Montefiore Einstein, Department of Psychiatry and Behavioral Sciences, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Benjamin Lê Cook
- Health Equity Research Laboratory, Department of Psychiatry, Cambridge Health Alliance, Cambridge, MA, USA.,PRIME Center for Health Equity, Psychiatry Research Institute at Montefiore Einstein, Department of Psychiatry and Behavioral Sciences, Albert Einstein College of Medicine, Bronx, NY, USA.,Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| |
Collapse
|
50
|
Risk Adjustment is Necessary for Bundled TKA Patients. Tech Orthop 2019. [DOI: 10.1097/bto.0000000000000375] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
|