National Healthcare Quality and Disparities Report
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AHRQ Research Studies
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Research Studies is a compilation of published research articles funded by AHRQ or authored by AHRQ researchers.
Results
1 to 25 of 44 Research Studies DisplayedHambley BC, Anderson KE, Shanbhag SP
Payment incentives and the use of higher-cost drugs: a retrospective cohort analysis of intravenous iron in the Medicare population.
Researchers examined prescribing patterns in the context of intravenous (IV) iron, for which multiple similarly safe and efficacious formulations exist, with wide variations in price. Using Medicare data, they found an increase in the dispensing of a higher-priced IV iron formulation associated with a shortage of a less expensive drug that persisted once the shortage ended. They concluded that their findings in IV iron have broader implications for Part B drug payment policy because the price of the drug determines the physician and health system payment.
AHRQ-funded; HS000029.
Citation: Hambley BC, Anderson KE, Shanbhag SP .
Payment incentives and the use of higher-cost drugs: a retrospective cohort analysis of intravenous iron in the Medicare population.
Am J Manag Care 2020 Dec;26(12):516-22. doi: 10.37765/ajmc.2020.88539..
Keywords: Elderly, Medication, Medicare, Payment, Healthcare Costs, Practice Patterns
Brewster AL, Fraze TK, Gottlieb LM
The role of value-based payment in promoting innovation to address social risks: a cross-sectional study of social risk screening by US physicians.
The authors studied the conditions under which value-based payment will encourage health care providers to innovate to address upstream social risks. Their results indicated that implementation of social risk screening was not associated with overall exposure to value-based payment for physician practices. They recommended expanding social risk screening in order to reduce the level of innovative capacity required.
AHRQ-funded; HS024075.
Citation: Brewster AL, Fraze TK, Gottlieb LM .
The role of value-based payment in promoting innovation to address social risks: a cross-sectional study of social risk screening by US physicians.
Milbank Q 2020 Dec;98(4):1114-33. doi: 10.1111/1468-0009.12480..
Keywords: Payment, Social Determinants of Health, Practice Patterns, Vulnerable Populations, Screening, Risk, Nutrition
Ganguli I, Lupo C, Mainor AJ
Association between specialist compensation and Accountable Care Organization performance.
This study’s objective was to determine whether Medicare Shared Savings Program Accountable Care Organizations (ACOs) using cost reduction measures in specialist compensation demonstrated better performance. National cross-sectional survey data on ACOs from 2013-2015 was linked to public-use data on ACO performance from 2014-2016. Out of 160 ACOs surveys, 26% reported using cost reduction measures to help determine specialist compensation. However, these ACOs did not have savings in the short term.
AHRQ-funded; HS023812.
Citation: Ganguli I, Lupo C, Mainor AJ .
Association between specialist compensation and Accountable Care Organization performance.
Health Serv Res 2020 Oct;55(5):722-28. doi: 10.1111/1475-6773.13323..
Keywords: Provider Performance, Healthcare Costs, Payment, Medicare
Roberts ET, Nimgaonkar A, Aarons J
New evidence of state variation in Medicaid payment policies for dual Medicare-Medicaid enrollees.
The authors developed the first longitudinal database of state Medicaid policies for paying the cost sharing in Medicare Part B for services provided to dual Medicare-Medicaid enrollees (duals), and an index summarizing the impact of these policies on payments for physician office services. Information from 2004-2018 was consolidated from online Medicaid policy documents, state laws, and policy data reported to them by state Medicaid programs. The database showed that in 2018 42 states had policies to limit Medicaid payments of Medicare cost sharing when Medicaid’s fee schedule was lower than Medicare’s. This was an increase from 36 such states in 2004. In most states, combined Medicare and Medicare payments for evaluation and management services provided to duals averaged 78% of the Medicare allowed amount for these services.
AHRQ-funded; HS026727.
Citation: Roberts ET, Nimgaonkar A, Aarons J .
New evidence of state variation in Medicaid payment policies for dual Medicare-Medicaid enrollees.
Health Serv Res 2020 Oct;55(5):701-09. doi: 10.1111/1475-6773.13545..
Keywords: Medicaid, Medicare, Payment, Policy, Healthcare Costs, Health Insurance
Encinosa WE
AHRQ Author: Encinosa WE
Is it time for ACOs to start tackling the high costs of surgery?
This article discusses an article appearing in the same issue revisiting the impact of Medicare Shared Savings Program (MSSP) accountable care organizations (ACOs) on surgery expenditures. The author suggests that, in order to engage even more surgeons, it is likely that MSSP ACOs will have to work with surgeons in the various Medicare bundled payment programs for surgery. He concludes that the next stage is to examine how these different programs can work together to produce even more savings in surgical care.
AHRQ-authored.
Citation: Encinosa WE .
Is it time for ACOs to start tackling the high costs of surgery?
Am J Accountable Care 2020 Sep 15;8(3):26-27..
Keywords: Surgery, Healthcare Costs, Medicaid, Health Insurance, Payment
Apathy NC, Everson J
High rates of partial participation in the first year of the merit-based incentive payment system.
This article discusses concerns over the implementation of the Merit-based Incentive Payment System (MIPS) for clinicians, which was authorized with the Medicare Access and CHIP Reauthorization Act of 2015. Data was analyzed from 2017, the first implementation year of MIPS. The authors found that although 90% of participating clinicians reported performance equal to or better than the lower performance threshold of 3 out of 100, almost half of clinicians did not participate in at least one of the three program categories. Even with the low participation rate, 74% of clinicians who only partially participated in the program received positive payment adjustments. The findings underline concerns that the design may have been too flexible to effectively incentivize clinicians to make incremental progress across all targeted aspects of the program (quality, advancing care information, and improvement activities).
AHRQ-funded; K12 HS026395.
Citation: Apathy NC, Everson J .
High rates of partial participation in the first year of the merit-based incentive payment system.
Health Aff 2020 Sep;39(9):1513-21. doi: 10.1377/hlthaff.2019.01648..
Keywords: Payment, Medicare, Medicaid, Children's Health Insurance Program (CHIP), Health Insurance
Reynolds EL, Kerber KA, Hill C
The effects of the Medicare NCS reimbursement policy: utilization, payments, and patient access.
The purpose of this research was to determine whether the 2013 nerve conduction study (NCS) reimbursement reduction changed Medicare use, payments, and patient access to Medicare physicians by performing a retrospective analysis of Medicare data. The investigators found that the Medicare NCS reimbursement policy resulted in a larger decrease in NCS providers than in EMG providers. Despite fewer neurologists and physiatrists performing NCS, Medicare access to these physicians for E/M services was not affected.
AHRQ-funded; HS017690; HS022258.
Citation: Reynolds EL, Kerber KA, Hill C .
The effects of the Medicare NCS reimbursement policy: utilization, payments, and patient access.
Neurology 2020 Aug 18;95(7):e930-e35. doi: 10.1212/wnl.0000000000010090..
Keywords: Payment, Medicare, Policy, Practice Patterns
Machta RM, Reschovsky J, Jones DJ
AHRQ Author: Furukawa MF
Can vertically integrated health systems provide greater value: the case of hospitals under the comprehensive care for joint replacement model?
The authors sought to assess whether system providers perform better than non-system providers under an alternative payment model that incentivizes high-quality, cost-efficient care. Using CMS data linked to AHRQ’s Compendium of US Health Systems, along with secondary sources, they found that when operating under alternative payment model incentives, vertical integration may enable hospitals to lower costs with similar quality scores.
AHRQ-authored; AHRQ-funded; 290201600001C.
Citation: Machta RM, Reschovsky J, Jones DJ .
Can vertically integrated health systems provide greater value: the case of hospitals under the comprehensive care for joint replacement model?
Health Serv Res 2020 Aug;55(4):541-47. doi: 10.1111/1475-6773.13313..
Keywords: Health Systems, Hospitals, Orthopedics, Healthcare Costs, Payment, Quality of Care
Fisher ES, Shortell SM, O'Malley AJ
Financial integration's impact on care delivery and payment reforms: a survey of hospitals and physician practices. Health Aff 2020 Aug;39(8):1302-11. doi: 10.1377/hlthaff.2019.01813.
This study looked at whether financial integration of hospitals and physician practices was associated with greater quality. A total of 739 hospitals and 2,189 physician practices were included in the nationally representative survey. They were stratified by whether they were independent or owned by complex systems, simple systems, or medical groups. Nine scales were used to measure the level of adoption of diverse, quality-focused care delivery and payment reforms. While quality scores favored financially integrated systems for 4 of 9 hospital measures and one of 9 practice measures, none of them favored complex systems. Better quality was generally not associated with greater financial integration.
AHRQ-funded; U19 HS024075.
Citation: Fisher ES, Shortell SM, O'Malley AJ .
Financial integration's impact on care delivery and payment reforms: a survey of hospitals and physician practices. Health Aff 2020 Aug;39(8):1302-11. doi: 10.1377/hlthaff.2019.01813.
Health Aff 2020 Aug;39(8):1302-11. doi: 10.1377/hlthaff.2019.01813..
Keywords: Healthcare Delivery, Payment, Hospitals, Health Systems, Quality of Care
Kennedy G, Lewis VA, Kundu S
Kennedy G, Lewis VA, Kundu S, Mousqués J, Colla CH. Accountable care organizations and post-acute care: a focus on preferred SNF networks.
This study examined the relationship between accountable care organizations (ACOs) and skilled nursing facilities (SNFs) for patients who are discharged from a hospital into a SNF. A mixed-method design was used and survey data was examined from 366 respondents to the National Survey of ACOs along with 16 semi-structured interviews with ACOs who performed well on cost and quality measures. Over half of ACOs had no formal relationship with SNFs; however the majority of ACO interviewees had preferred SNF networks. These preferred networks are beginning to transform the ACO post-acute care landscape.
AHRQ-funded; HS024075.
Citation: Kennedy G, Lewis VA, Kundu S .
Kennedy G, Lewis VA, Kundu S, Mousqués J, Colla CH. Accountable care organizations and post-acute care: a focus on preferred SNF networks.
Med Care Res Rev 2020 Aug;77(4):312-23. doi: 10.1177/1077558718781117..
Keywords: Nursing Homes, Healthcare Costs, Payment
Rhee TG, Wilkinson ST
Exploring the psychiatrist-industry financial relationship: insight from the open payment data of Centers for Medicare and Medicaid Services.
The Physician Payments Sunshine Act (PPSA) requires reporting of financial payments by pharmaceutical and medical device companies to teaching hospitals and individual physicians in the United States. In this study, industry payments made to psychiatrists were quantified. The investigators found that over half of active psychiatrists (55.7%) received some form of payments from pharmaceutical manufacturers.
AHRQ-funded; HS023000.
Citation: Rhee TG, Wilkinson ST .
Exploring the psychiatrist-industry financial relationship: insight from the open payment data of Centers for Medicare and Medicaid Services.
Adm Policy Ment Health 2020 Jul;47(4):526-30. doi: 10.1007/s10488-020-01009-2.
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Keywords: Provider: Physician, Provider, Behavioral Health, Payment, Policy
He D, McHenry P, Mellor JM
Do financial incentives matter? Effects of Medicare price shocks on skilled nursing facility care.
The authors provided new evidence on how Medicare payment changes affect the amount of skilled nursing facility (SNF) care provided to Medicare patients. They found that increases in Medicare payment rates to SNFs increased the total number of Medicare resident days at SNFs. Further, the effects were asymmetric; although Medicare payment increases affected Medicare days, payment decreases did not. They conclude that their results have important implications for policies that alter the Medicare base payment rates to SNFs and other health care providers.
AHRQ-funded; HS025529.
Citation: He D, McHenry P, Mellor JM .
Do financial incentives matter? Effects of Medicare price shocks on skilled nursing facility care.
Health Econ 2020 Jun;29(6):655-70. doi: 10.1002/hec.4009..
Keywords: Medicare, Nursing Homes, Elderly, Payment, Healthcare Costs
Brown TT, Guo C, Whaley C
Reference-based benefits for colonoscopy and arthroscopy: large differences in patient payments across procedures but similar behavioral responses.
This study examined how reference-based benefits (RBB) affect out-of-pocket payments across outpatient procedures. The California Public Employees’ Retirement System (CalPERS) applied RBB only to outpatient procedures performed in a hospital outpatient department (HOPD) and not to outpatient procedures performed in a lower cost ambulatory surgery center. Claims from 2009-2013 on arthroscopy and colonoscopy services were analyzed. CalPERS patients paid an average of 63.9% more for HOPDs than ambulatory surgery centers in 2012, but for arthroscopy there was no statistically different cost sharing. This led to high-priced HOPDs being less likely to be chosen by CalPERS patients for both procedures.
AHRQ-funded; HS022098.
Citation: Brown TT, Guo C, Whaley C .
Reference-based benefits for colonoscopy and arthroscopy: large differences in patient payments across procedures but similar behavioral responses.
Med Care Res Rev 2020 Jun;77(3):261-73. doi: 10.1177/1077558718793325..
Keywords: Payment, Healthcare Costs, Health Insurance, Ambulatory Care and Surgery
Mroz TM, Patterson DG, Frogner BK
The impact of Medicare's rural add-on payments on supply of home health agencies serving rural counties.
This analysis looked at the impact of Medicare’s rural add-on payments on supply of home health agencies serving rural counties. The authors used data from Home Health Compare. The results suggest that while supply changes are similar in rural counties adjacent to urban areas and urban counties regardless of add-on payments, only higher add-payments of 5 to 10 percent to rural counties keep them on pace with those in urban counties.
AHRQ-funded; HS024777.
Citation: Mroz TM, Patterson DG, Frogner BK .
The impact of Medicare's rural add-on payments on supply of home health agencies serving rural counties.
Health Aff 2020 Jun;39(6):949-57. doi: 10.1377/hlthaff.2019.00952..
Keywords: Elderly, Medicare, Home Healthcare, Rural Health, Payment, Access to Care
Dekhne MS, Nuliyalu U, Schoenfeld AJ
"Surprise" out-of-network billing in orthopedic surgery: charges from surprising sources.
This study examined “surprise” out-of-network billing in orthopedic surgery. Data was analyzed from the Clinformatics DataMart on commercial insured patients undergoing 4 different elective orthopedic procedures from 2012 to 2017: arthroscopic meniscal repair, lumbar discectomy, total knee replacement and total hip replacement. They defined surprise bills as out-of-network bills for procedures done at in-network hospitals. The rate of potential surprise bills was 24.8% for total knee replacement, 24.5% lumbar discectomy, 23.5% for total hip replacement, and 12.5% for meniscal repair. The largest number of surprise bills came from anesthesiologists (39% of all episodes), and durable medical equipment (15%). Per episode, the largest bills came from nonphysician surgical assistants, neurologists, and physician assistants.
AHRQ-funded; HS000053; HS023597.
Citation: Dekhne MS, Nuliyalu U, Schoenfeld AJ .
"Surprise" out-of-network billing in orthopedic surgery: charges from surprising sources.
Ann Surg 2020 May;271(5):e116-e18. doi: 10.1097/sla.0000000000003825..
Keywords: Orthopedics, Surgery, Payment, Healthcare Costs, Health Insurance
Hoffman GJ, Yakusheva O
Association between financial incentives in Medicare's hospital readmissions reduction program and hospital readmission performance.
This study compared the outcome of penalties versus rewards to prevent hospital readmission in Medicare’s Hospital Readmissions Reduction Program (HRRP). This retrospective cohort study used Medicare readmissions data from 2823 US short-term acute care hospitals participating in HRRP. Data from pre-HRRP in 2016 was compared with 2016-2019 3-year follow-up readmission performance classified by tertile of hospitals using baseline marginal incentives for 5 HRRP-targeted conditions: acute myocardial infarction (AMI), heart failure, chronic obstructive pulmonary disease (COPD), pneumonia, and hip and/or knee surgery. Of the 2823 hospitals participating in HRRP from baseline to follow-up, 81% had more than 1 excess readmission for 1 or more applicable condition and 19% did not. Financial incentives ranged from a mean range of $8762 to $58,158 per 1 avoided readmission. Hospitals with greater incentives for readmission avoidance had greater decreases than hospitals with smaller incentives. An additional $5000 in the incentive amount was associated with up to a 26% decrease in readmissions. The findings suggest that incentives work better than penalties to reduce hospital readmissions for those 5 conditions.
AHRQ-funded; HS025838.
Citation: Hoffman GJ, Yakusheva O .
Association between financial incentives in Medicare's hospital readmissions reduction program and hospital readmission performance.
JAMA Netw Open 2020 Apr;3(4):e202044. doi: 10.1001/jamanetworkopen.2020.2044..
Keywords: Medicare, Hospital Readmissions, Provider Performance, Payment, Health Insurance, Hospitals
Ouayogode MH, Fraze T, Rich EC
Association of organizational factors and physician practices' participation in alternative payment models.
Researchers examined the association of organizational characteristics, ownership, and integration with intensity of participation in alternative payment models (APMs) among physician practices. They conducted a cross-sectional descriptive study, adjusted for sampling and nonresponse weights, in U.S. physician practice respondents to the National Survey of Healthcare Organizations and Systems. Their results found that greater APM participation appears to be supported by integration and system ownership.
AHRQ-funded; HS24075.
Citation: Ouayogode MH, Fraze T, Rich EC .
Association of organizational factors and physician practices' participation in alternative payment models.
JAMA Netw Open 2020 Apr;3(4):e202019. doi: 10.1001/jamanetworkopen.2020.2019.
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Keywords: Payment
Chen LM, Samson LW, Zuckerman RB
Challenges of measuring costs of care for US practices.
Investigators sought to describe the feasibility of applying claims-based cost measures included in Merit-based Incentive Payment System (MIPS) to practices nationwide, and to assess whether feasibility varies by practice size or specialty mix. They found that most practices that qualify for MIPS are small, specialist-only practices that are unable to meet minimum case requirements for MIPS’ two required cost measures, due to a combination of size and provider mix, suggesting that clinicians in small, specialist-only practices are less likely to be evaluated on cost. They stressed the importance of identifying alternative approaches to ensure that value - both quality and cost - is rewarded.
AHRQ-funded; HS024698.
Citation: Chen LM, Samson LW, Zuckerman RB .
Challenges of measuring costs of care for US practices.
J Gen Intern Med 2020 Apr;35(4):1320-22. doi: 10.1007/s11606-019-05233-x..
Keywords: Healthcare Costs, Payment
Finch DJ, Pellegrini VD, Franklin PD
The effects of bundled payment programs for hip and knee arthroplasty on patient-reported outcomes.
This study compared outcomes for patients undergoing hip and knee arthroplasty at hospitals participating in Medicare’s bundled payment programs with hospitals that do not. They performed a prospective observational study using the Comparative Effectiveness of Pulmonary Embolism Prevention after Hip and Knee replacement trial. Differences through 6 months were observed. Outcomes were described using the brief Knee Injury and Osteoarthritis Outcomes Score or the brief Hip Disability and Osteoarthritis Outcomes Score, the Patient-Reported Outcomes Measurement Information System Physical Health Score, and the Numeric Pain Rating Scale. While there slightly lower improvement at nonbundled hospitals at first, overall the effects were small.
Citation: Finch DJ, Pellegrini VD, Franklin PD .
The effects of bundled payment programs for hip and knee arthroplasty on patient-reported outcomes.
J Arthroplasty 2020 Apr;35(4):918-25.e7. doi: 10.1016/j.arth.2019.11.028..
Keywords: Orthopedics, Surgery, Payment
Rathi VK, McWilliams JM, Roberts ET
Rathi VK, McWilliams JM, Roberts ET. Getting incentives right in payment reform: thinking beyond financial risk.
In this paper the authors discuss payment reform, global budget models and why incentives differ for health system versus physician group ACO’s. They indicate that incentives in new payment models are closely connected to the structure of the health care delivery system and that policies that ignore this relationship and focus only on the risk terms of payment contracts may miss opportunities for progress.
AHRQ-funded; HS026727.
Citation: Rathi VK, McWilliams JM, Roberts ET .
Rathi VK, McWilliams JM, Roberts ET. Getting incentives right in payment reform: thinking beyond financial risk.
Ann Intern Med 2020 Mar 17;172(6):423-24. doi: 10.7326/m19-3178..
Keywords: Healthcare Costs, Policy, Payment
Selden TM
AHRQ Author: Selden TM
Differences between public and private hospital payment rates narrowed, 2012-16.
In 2000-12 payments for inpatient hospital stays, emergency department visits, and outpatient hospital care for privately insured patients grew much faster than payments for Medicare and Medicaid patients. This widening of private-public payment gaps slowed or even reversed itself in 2012-16. In this paper, the author discusses the differences between public and private hospital payment rates, 2012-2016.
AHRQ-authored.
Citation: Selden TM .
Differences between public and private hospital payment rates narrowed, 2012-16.
Health Aff 2020 Jan;39(1):94-99. doi: 10.1377/hlthaff.2019.00415..
Keywords: Medical Expenditure Panel Survey (MEPS), Hospitals, Payment, Healthcare Costs, Medicaid, Medicare
Nathan H, Dimick JB
Opportunities for surgical leadership in managing population health costs.
The concept of population health management—long a mainstay in primary care and chronic disease management—is taking root in surgery. The 2010 Affordable Care Act (ACA) ushered in the implementation of several innovative payment models that shift accountability for population costs to health systems and providers. The authors discuss the implications of th trends for the surgical profession.
AHRQ-funded; HS024763.
Citation: Nathan H, Dimick JB .
Opportunities for surgical leadership in managing population health costs.
Ann Surg 2016 Dec;264(6):909-10. doi: 10.1097/sla.0000000000001759.
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Keywords: Healthcare Costs, Payment, Provider: Health Personnel, Surgery
Peiris D, Phipps-Taylor MC, Stachowski CA
ACOs holding commercial contracts are larger and more efficient than noncommercial ACOs.
The researchers examined differences between commercial accountable care organizations (ACOs) and noncommercial ACOs. They found that among all ACOs, there was low uptake of quality and efficiency activities; commercial ACOs reported more use of disease monitoring tools, patient satisfaction data, and quality improvement methods; and about two-thirds of the ACOs had established processes for distributing any savings accrued. They concluded that ACO delivery systems remain at a nascent stage.
AHRQ-funded; HS024075.
Citation: Peiris D, Phipps-Taylor MC, Stachowski CA .
ACOs holding commercial contracts are larger and more efficient than noncommercial ACOs.
Health Aff 2016 Oct;35(10):1849-56. doi: 10.1377/hlthaff.2016.0387.
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Keywords: Healthcare Costs, Payment, Health Systems, Medicaid, Medicare
Lau BD, Haut ER, Hobson DB
ICD-9 code-based venous thromboembolism performance targets fail to measure up.
Suboptimal prevention practices have prompted payers to consider hospital-associated Venous thromboembolism (VTE) as a potentially preventable condition for which financial incentives or penalties exist to drive practice improvement. The authors reviewed a subset of hospital-associated VTE that were identified by ICD-9 codes used by a state-run pay-for-performance quality improvement program and discuss their findings.
AHRQ-funded; HS017952.
Citation: Lau BD, Haut ER, Hobson DB .
ICD-9 code-based venous thromboembolism performance targets fail to measure up.
Am J Med Qual 2016 Sep;31(5):448-53. doi: 10.1177/1062860615583547.
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Keywords: Healthcare-Associated Infections (HAIs), Quality Indicators (QIs), Prevention, Hospitals, Quality Improvement, Blood Clots, Payment, Provider Performance
Ellimoottil C, Ryan AM, Hou H
Medicare's new bundled payment for joint replacement may penalize hospitals that treat medically complex patients.
Using Medicare claims for patients in Michigan who underwent lower extremity joint replacement in the period 2011-13, the researchers applied payment methods analogous to those CMS intends to use in determining annual bonuses or penalties (reconciliation payments) to hospitals. Their findings suggest that CMS should include risk adjustment in the Comprehensive Care for Joint Replacement program and in future bundled payment programs.
AHRQ-funded; HS024193; HS018546.
Citation: Ellimoottil C, Ryan AM, Hou H .
Medicare's new bundled payment for joint replacement may penalize hospitals that treat medically complex patients.
Health Aff 2016 Sep;35(9):1651-7. doi: 10.1377/hlthaff.2016.0263.
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Keywords: Medicare, Payment, Healthcare Costs, Orthopedics, Provider Performance