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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 33 Research Studies DisplayedMellor JM, McInerney M, Garrow RC
The impact of Medicaid expansion on spending and utilization by older low-income Medicare beneficiaries.
This study examined indirect spillover effects of Affordable Care Act (ACA) Medicaid expansions to working-age adults on health care coverage, spending, and utilization by older low-income Medicare beneficiaries. The authors used data from the 2010-2018 Health and Retirement Study survey linked to annual Medicare beneficiary summary files. They estimated individual-level difference-in-differences models of total spending for inpatient, institutional outpatient, physician/professional provider services; inpatient stays, outpatient visits, physician visits; and Medicaid and Part A and B Medicare coverage. They also compared changes in outcomes before and after Medicaid expansion in expansion versus nonexpansion states. The sample included low-income respondents aged 69 and older with linked Medicare data, enrolled in full-year traditional Medicare, and living in the community. ACA Medicaid expansion was associated with a 9.8 percentage point increase in Medicaid coverage, a 4.4 percentage point increase in having any institutional outpatient spending, and a positive but statistically insignificant 2.4 percentage point change in Part B enrollment.
AHRQ-funded; HS025422.
Citation: Mellor JM, McInerney M, Garrow RC .
The impact of Medicaid expansion on spending and utilization by older low-income Medicare beneficiaries.
Health Serv Res 2023 Oct; 58(5):1024-34. doi: 10.1111/1475-6773.14155..
Keywords: Medicaid, Medicare, Low-Income, Healthcare Utilization, Healthcare Costs, Health Insurance
Moloci NM, Si Y, Norton EC
Predicting losses from Medicare Shared Savings Program departures.
Researchers conducted an observational study to understand how accountable care organization (ACO) exit could affect Shared Savings Program (SSP) financial performance. They found that nearly 80% of ACOs were still active at the end of 2016. Among the subset that faced contract renewal in 2019, 40% were known to have exited the SSP. By 2022, ACOs that exited in 2019 could cost the SSP $186.9 million in lost savings. If the exit rate observed in 2019 continues, the SSP could suffer $396.8 million in lost savings by 2022.
AHRQ-funded; HS024525; HS024728.
Citation: Moloci NM, Si Y, Norton EC .
Predicting losses from Medicare Shared Savings Program departures.
J Gen Intern Med 2021 Aug;36(8):2490-91. doi: 10.1007/s11606-020-06424-7..
Keywords: Medicare, Health Insurance, Healthcare Costs
Eisenberg MD, Meiselbach MK, Bai G
Large self-insured employers lack power to effectively negotiate hospital prices.
This study examined the ability of self-insured employers to negotiate hospital prices and investigated the relationship between hospital prices and employer market power in the United States. Findings showed that employer market power was low in most metropolitan statistical areas. Recommendations included encouraging self-insured employers to consider building purchase alliances with state and local government employee groups in order to enhance their market power and to lower negotiated prices for hospital services.
AHRQ-funded; HS000029.
Citation: Eisenberg MD, Meiselbach MK, Bai G .
Large self-insured employers lack power to effectively negotiate hospital prices.
Am J Manag Care 2021 Jul;27(7):290-96. doi: 10.37765/ajmc.2021.88702..
Keywords: Health Insurance, Medicare, Medicaid, Healthcare Costs, Hospitals
Roberts ET, Desai SM
Does Medicaid coverage of Medicare cost sharing affect physician care for dual-eligible Medicare beneficiaries?
The objective of this paper was to assess changes in physicians' provision of care to duals (low-income individuals with Medicare and Medicaid) in response to a policy that required Medicaid to fully pay Medicare's cost sharing for office visits with these patients. This policy-a provision of the Affordable Care Act-effectively increased payments for office visits with duals by 0%-20%, depending on the state, in 2013 and 2014.
AHRQ-funded; HS026727; HS026980.
Citation: Roberts ET, Desai SM .
Does Medicaid coverage of Medicare cost sharing affect physician care for dual-eligible Medicare beneficiaries?
Health Serv Res 2021 Jun;56(3):528-39. doi: 10.1111/1475-6773.13650..
Keywords: Medicare, Medicaid, Health Insurance, Access to Care, Healthcare Costs, Low-Income
Lyu PF, Chernew ME, McWilliams JM
Soft consolidation In Medicare ACOs: potential for higher prices without mergers or acquisitions.
Using commercial claims and data on health system membership and Medicare accountable care organizations (ACOs) participation, investigators found some abrupt, large price increases for independent primary care practices that joined health system-led ACOs but were not acquired by systems. These price jumps were rare, however, increasing prices by just 4 percent, on average, among all independent practices in system-led ACOs. The price jumps were more consistent with an extension of existing pricing power from systems to some independent practices than with a major expansion of system market power.
AHRQ-funded; HS024072; HS027531.
Citation: Lyu PF, Chernew ME, McWilliams JM .
Soft consolidation In Medicare ACOs: potential for higher prices without mergers or acquisitions.
Health Aff 2021 Jun;40(6):979-88. doi: 10.1377/hlthaff.2020.02449..
Keywords: Medicare, Health Insurance, Healthcare Costs
Roberts ET, Glynn A, Cornelio N
Medicaid coverage 'cliff' increases expenses and decreases care for near-poor Medicare beneficiaries.
Cost sharing in traditional Medicare can consume a substantial portion of the income of beneficiaries who do not have supplemental insurance, resulting in a supplemental coverage cliff. The authors estimated that Medicaid beneficiaries affected by this cliff incurred an additional $2,288 in out-of-pocket spending over the course of two years, used 55 percent fewer outpatient evaluation and management services per year, and filled fewer prescriptions. They recommended expanding eligibility for Medicaid supplemental coverage and increasing take-up of Part D subsidies to lessen cost-related barriers to health care among near-poor Medicare beneficiaries.
AHRQ-funded; HS026727.
Citation: Roberts ET, Glynn A, Cornelio N .
Medicaid coverage 'cliff' increases expenses and decreases care for near-poor Medicare beneficiaries.
Health Aff 2021 Apr;40(4):552-61. doi: 10.1377/hlthaff.2020.02272..
Keywords: Medicaid, Medicare, Healthcare Costs, Low-Income, Health Insurance
Jacobs PD, Kronick R
AHRQ Author: Jacobs PD
The effects of coding intensity in Medicare Advantage on plan benefits and finances.
The authors assessed how beneficiary premiums, expected out-of-pocket costs, and plan finances in the Medicare Advantage (MA) market are related to coding intensity. The study sample included beneficiaries enrolled in both MA and Part D from 2008-2015; Medicare claims and drug utilization data for Traditional Medicare beneficiaries were used to calibrate an independent measure of health risk. The authors found that, while coding intensity increased taxpayers' costs of the MA program, enrollees and plans both benefitted but with larger gains for plans. They concluded that the adoption of policies to adjust more completely for coding intensity would likely affect both beneficiaries and plan profits.
AHRQ-authored.
Citation: Jacobs PD, Kronick R .
The effects of coding intensity in Medicare Advantage on plan benefits and finances.
Health Serv Res 2021 Apr;56(2):178-87. doi: 10.1111/1475-6773.13591..
Keywords: Medicare, Health Insurance, Healthcare Costs, Policy
Chen G, Lewis VA, Gottlieb D
Estimating heterogeneous effects of a policy intervention across organizations when organization affiliation is missing for the control group: application to the evaluation of accountable care organizations.
This study looked at the effects of accountable care organizations (ACOs) on lowering health care costs and reducing the rate of hospital readmissions. The authors used Medicare fee-for-service claims data from 2009-2014 to estimate the heterogenous effects of Medicare ACO programs on hospital admissions across hospital referral regions and provider groups. The results suggested that the ACO programs reduced the rate of readmission to hospitals, and that the effect of joining an ACO varied considerably across medical groups.
AHRQ-funded; HS024075.
Citation: Chen G, Lewis VA, Gottlieb D .
Estimating heterogeneous effects of a policy intervention across organizations when organization affiliation is missing for the control group: application to the evaluation of accountable care organizations.
Health Serv Outcomes Res Methodol 2021 Mar;21(1):54-68. doi: 10.1007/s10742-020-00230-8..
Keywords: Medicare, Policy, Healthcare Costs, Hospital Readmissions, Health Insurance
Fung V, Price M, Hull P
Assessment of the Patient Protection and Affordable Care Act's increase in fees for primary care and access to care for dual-eligible beneficiaries.
The purpose of this study was to examine the association between the Affordable Care Act (ACA) fee bump and primary care visits for dual-eligible Medicare and Medicaid beneficiaries. Medicare claims data from 2012 to 2016 was used. Findings showed that the ACA fee bump was not associated with increases in primary care visits for dual-eligible Medicare and Medicaid beneficiaries. Additionally, visits for dual-eligible beneficiaries with primary care physicians decreased after the ACA, a decrease that was partially offset by increases in visits with nonphysician clinicians.
AHRQ-funded; HS024725; HS025378.
Citation: Fung V, Price M, Hull P .
Assessment of the Patient Protection and Affordable Care Act's increase in fees for primary care and access to care for dual-eligible beneficiaries.
JAMA Netw Open 2021 Jan;4(1):e2033424. doi: 10.1001/jamanetworkopen.2020.33424..
Keywords: Access to Care, Medicaid, Medicare, Health Insurance, Healthcare Costs, Policy
Roberts ET, McGarry BE, Glynn A
Cognition and take-up of the Medicare Savings Programs.
In this study, the investigators examined the association between cognition and Medicare Savings Program (MSP) enrollment among elderly Medicare beneficiaries who qualified for these programs. They also examined enrollment in the Low-Income Subsidy (LIS), a separate program that provides premium and cost-sharing assistance in Medicare Part D that Medicare beneficiaries automatically received if they are enrolled in an MSP.
AHRQ-funded; HS026727.
Citation: Roberts ET, McGarry BE, Glynn A .
Cognition and take-up of the Medicare Savings Programs.
JAMA Intern Med 2020 Nov;180(11):1529-31. doi: 10.1001/jamainternmed.2020.2783..
Keywords: Elderly, Medicare, Health Insurance, Healthcare Costs, Low-Income, Dementia, Neurological Disorders
Hill SC, Miller GE, Ding Y
AHRQ Author: Hill SC, Miller GE, Ding Y
Net spending on retail specialty drugs grew rapidly, especially for private insurance and Medicare Part D.
This study examined net spending trends on retail specialty drugs from 2010 to 2017. Spending has been difficult to measure due to proprietary rebate payments by manufacturers by insurers, pharmacy benefit managers and state Medicaid agencies. The authors incorporated those rebates into their research. They found that specialty drugs accounted for 37.7% of retail and mail-order prescription spending net of rebates in 2016-17. The spending net of rebates tripled for Medicare Part D beneficiaries and more than doubled for people with private insurance from 2010 to 2017. Medicaid net spending of rebates had a slower increase.
AHRQ-authored.
Citation: Hill SC, Miller GE, Ding Y .
Net spending on retail specialty drugs grew rapidly, especially for private insurance and Medicare Part D.
Health Aff 2020 Nov;39(11):1970-76. doi: 10.1377/hlthaff.2019.01830..
Keywords: Medical Expenditure Panel Survey (MEPS), Healthcare Costs, Medication, Medicare, Health Insurance
Fung V, Price M, Nierenberg AA
Assessment of behavioral health services use among low-income Medicare beneficiaries after reductions in coinsurance fees.
This study looked at outcomes from reducing behavioral health care Medicare coinsurance from 50% to 20% from 2009 to 2013. The sample of patients looked at included some diagnosed with SMI (serious mental illness) including schizophrenia, bipolar, or major depressive disorder). Data analysis was performed on 793,275 beneficiaries with SMI in 2008 and compared them with costs in 2013. The mean adjusted out-of-pocket costs for outpatient behavioral care decreased from $132 annually to $64, but the number of visits only increased slightly. No association was found between cost-sharing reductions and changes in behavioral health care visits.
AHRQ-funded; HS024725.
Citation: Fung V, Price M, Nierenberg AA .
Assessment of behavioral health services use among low-income Medicare beneficiaries after reductions in coinsurance fees.
JAMA Netw Open 2020 Oct;3(10):e2019854. doi: 10.1001/jamanetworkopen.2020.19854..
Keywords: Medicare, Health Insurance, Depression, Behavioral Health, Low-Income, Healthcare Costs, Healthcare Utilization
Nicholas LH, Wu S
Do Medicare Advantage rebates reduce enrollees' out-of-pocket spending?
Researchers used survey data on Medicare Advantage (MA) beneficiaries' actual out-of-pocket spending linked to MA payment information to test whether higher plan payments and rebates lowered enrollee out-of-pocket spending. They found that beneficiaries recovered only $0.65 of every $1.00 in payments exceeding fee-for-service spending through lower out-of-pocket spending but more than fully recovered the value of the rebates supporting supplemental benefits.
AHRQ-funded; HS000029.
Citation: Nicholas LH, Wu S .
Do Medicare Advantage rebates reduce enrollees' out-of-pocket spending?
Med Care Res Rev 2020 Oct;77(5):474-82. doi: 10.1177/1077558718807847..
Keywords: Healthcare Costs, Medicare, Health Insurance
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
Modi PK, Moloci N, Herrel LA
Medicare accountable care organizations reduce spending on surgery.
This study examined the impact that Medicare accountable care organization (ACO) alignment has on spending for inpatient and outpatient surgical care. Researchers identified adults 65 years of age and older enrolled in fee-for-service Medicare from among a 20% random sample of beneficiaries and distinguished between those aligned and unaligned with a Medicare ACO, then measured payments for surgical services made on the enrollees’ behalf. Findings showed that ACO alignment was associated with savings on surgical care. These savings resulted from increased outpatient surgery and reduced use of inpatient surgery as well as reduced spending per inpatient surgical episode. Greater focus on surgical care to improve the ability of ACOs to control healthcare spending was recommended.
AHRQ-funded; HS024728; HS024525; HS026908.
Citation: Modi PK, Moloci N, Herrel LA .
Medicare accountable care organizations reduce spending on surgery.
Am J Accountable Care 2020 Sep;8(3):12-19..
Keywords: Medicare, Surgery, Healthcare Costs, Health Insurance, Elderly
Cook BL, Flores M, Zuvekas SH
AHRQ Author: Zuvekas SH
The impact Of Medicare's mental health cost-sharing parity on use of mental health care services.
This study examined the impact of Medicare’s mental health cost-sharing parity on use of mental health care services, which was phased in from 2010 to 2014. The authors assessed whether the reduction in mental health cost sharing was associated with changes in specialty and primary care outpatient mental health visits and psychotropic medication fills. They compared people with Medicare and private insurance before and after implementation. Medicare beneficiaries’ use of psychotropic medication increased after implementation but there was not a detectable change in visits.
AHRQ-authored.
Citation: Cook BL, Flores M, Zuvekas SH .
The impact Of Medicare's mental health cost-sharing parity on use of mental health care services.
Health Aff 2020 May;39(5):819-27. doi: 10.1377/hlthaff.2019.01008..
Keywords: Medical Expenditure Panel Survey (MEPS), Medicare, Behavioral Health, Healthcare Costs, Policy, Health Insurance, Healthcare Utilization, Access to Care
Tseng CW, Masuda C, Chen R
Impact of higher insulin prices on out-of-pocket costs in Medicare Part D.
In this study, the investigators examined how patients’ out-of-pocket costs for insulin would have dropped from 2014 to 2019 due to Part D policy changes and whether higher insulin prices offset these potential savings. The authors concluded that efforts to reduce patients’
out-of-pocket cost by closing the Medicare Part D coverage gap were largely negated by higher insulin prices.
out-of-pocket cost by closing the Medicare Part D coverage gap were largely negated by higher insulin prices.
AHRQ-funded; HS024227.
Citation: Tseng CW, Masuda C, Chen R .
Impact of higher insulin prices on out-of-pocket costs in Medicare Part D.
Diabetes Care 2020 Apr;43(4):e50-e51. doi: 10.2337/dc19-1294..
Keywords: Medication, Healthcare Costs, Medicare, Health Insurance, Policy
Lin SC, Yan PL, Moloci NM
Out-of-network primary care is associated with higher per beneficiary spending in Medicare ACOs.
Despite expectations that Medicare accountable care organizations (ACOs) would curb health care spending, their effect has been modest. One possible explanation is that ACOs' inability to prohibit out-of-network care limits their control over spending. To examine this possibility, the investigators evaluated the association between out-of-network care and per beneficiary spending using national Medicare data for 2012-15.
AHRQ-funded; HS024728; HS024525; HS025165; HS025875.
Citation: Lin SC, Yan PL, Moloci NM .
Out-of-network primary care is associated with higher per beneficiary spending in Medicare ACOs.
Health Aff 2020 Feb;39(2):310-18. doi: 10.1377/hlthaff.2019.00181..
Keywords: Healthcare Costs, Primary Care, Medicare, Health Insurance
Hassmiller Lich K, O'Leary MC, Nambiar S
Estimating the impact of insurance expansion on colorectal cancer and related costs in North Carolina: a population-level simulation analysis.
Researchers used microsimulation to estimate the health and financial effects of insurance expansion and reduction scenarios in North Carolina (NC) for colorectal cancer screening (CRC). The full lifetime of a simulated population of residents age-eligible for CRC screening (aged 50-75) during a 5-year period were simulated. Findings indicate that the estimated cost savings--balancing increased CRC screening/testing costs against decreased cancer treatment costs--were approximately $30 M and $970 M for Medicaid expansion and Medicare-for-all scenarios, respectively, compared to status quo. The researchers concluded that insurance expansion will likely improve CRC screening both overall and in underserved populations while saving money, with the largest savings realized by Medicare.
AHRQ-funded; HS022981.
Citation: Hassmiller Lich K, O'Leary MC, Nambiar S .
Estimating the impact of insurance expansion on colorectal cancer and related costs in North Carolina: a population-level simulation analysis.
Prev Med 2019 Dec;129s:105847. doi: 10.1016/j.ypmed.2019.105847..
Keywords: Health Insurance, Cancer: Colorectal Cancer, Cancer, Healthcare Costs, Screening, Prevention, Medicaid, Medicare, Policy, Access to Care
Jacobs PD, Selden TM
AHRQ Author: Jacobs PD, Selden TM
Changes in the equity of US health care financing in the period 2005-16.
This study examined changes in how households pay for health care spending in the United States from 2005 to 2016. At the start of the study period, households in the bottom 20% of income paid 26.8% of their income for health care compared to about half that amount for those with income in the top 1 percent. By 2016 the percentages had become about the same across all income levels. This result reflected increases in coverage through Medicaid and the Affordable Care Act Marketplaces.
AHRQ-authored.
Citation: Jacobs PD, Selden TM .
Changes in the equity of US health care financing in the period 2005-16.
Health Aff 2019 Nov;38(11):1791-800. doi: 10.1377/hlthaff.2019.00625..
Keywords: Medical Expenditure Panel Survey (MEPS), Healthcare Costs, Health Insurance, Medicare, Policy
Regenbogen SE, Cain-Nielsen AH, Syrjamaki JD
Spending on postacute care after hospitalization in commercial insurance and Medicare around age sixty-five.
Postacute care costs are the primary determinant of episode spending around hospitalization. Yet there is little evidence that greater spending on postacute care improves readmission rates or functional recovery. In a population-based, statewide collaborative of Michigan hospitals, the investigators used regression discontinuity design among propensity-weighted, age-adjusted cohorts to compare postacute care spending between patients with commercial insurance and those with Medicare around age sixty-five. This paper describes the study.
AHRQ-funded; HS024698.
Citation: Regenbogen SE, Cain-Nielsen AH, Syrjamaki JD .
Spending on postacute care after hospitalization in commercial insurance and Medicare around age sixty-five.
Health Aff 2019 Sep;38(9):1505-13. doi: 10.1377/hlthaff.2018.05445..
Keywords: Healthcare Costs, Health Insurance, Medicare, Hospitalization
Khandelwal N, White L, Curtis JR
Health insurance and out-of-pocket costs in the last year of life among decedents utilizing the ICU.
The objective of this study was to estimate out-of-pocket costs in the last year of life for individuals who required intensive care in the months prior to death and to examine how these costs vary by insurance coverage. Results showed that, across all categories of insurance coverage, out-of-pocket spending in the last 12 months of life was high and represented a significant portion of assets for many patients requiring intensive care and their families. Medicare fee-for-service alone did not insulate individuals from the financial burden of high-intensity care. Medicaid was found to provide the most complete hospital coverage of all the insurance groups, as well as significantly financing long-term care.
AHRQ-funded; HS022982.
Citation: Khandelwal N, White L, Curtis JR .
Health insurance and out-of-pocket costs in the last year of life among decedents utilizing the ICU.
Crit Care Med 2019 Jun;47(6):749-56. doi: 10.1097/ccm.0000000000003723..
Keywords: Critical Care, Elderly, Health Insurance, Healthcare Costs, Intensive Care Unit (ICU), Medicaid, Medicare
Post B, Ryan AM, Moloci NM
Physician participation in Medicare Accountable Care Organizations and spillovers in commercial spending.
The purpose of this retrospective, longitudinal study was to determine if physicians who participated in a Medicare Accountable Care Organization (ACO) reduced spending among their commercially insured patients in Michigan. Blue Cross Blue Shield of Michigan (BCBSM) claims data from 2010 to 2015 was used to compare patients who experienced a significant clinical episode and were seen by physicians who participated in a Medicare ACO with those whose physicians were not part of an ACO. The researchers conclude that physicians who participated in Medicare ACOs did not reduce spending among most of their commercially insured patients.
AHRQ-funded; HS024525; HS024728.
Citation: Post B, Ryan AM, Moloci NM .
Physician participation in Medicare Accountable Care Organizations and spillovers in commercial spending.
Med Care 2019 Apr;57(4):305-11. doi: 10.1097/mlr.0000000000001081..
Keywords: Health Insurance, Healthcare Costs, Medicare
Yazdany J, Dudley RA, Lin GA
Out-of-pocket costs for infliximab and its biosimilar for rheumatoid arthritis under Medicare Part D.
This paper discusses the out-of-pocket costs for infliximab and its biosimilar for rheumatoid arthritis under Medicare Part D. The investigators analyzed nationwide benefit design data for all Part D plans from the June 2017 Medicare Prescription Drug Plan Formulary, Pharmacy Network, and Pricing Information Files to calculate mean total cost and out-of-pocket cost requirements for infliximab-dyyb and infliximab assuming a standard 8-week dosing regimen.
AHRQ-funded; HS016772.
Citation: Yazdany J, Dudley RA, Lin GA .
Out-of-pocket costs for infliximab and its biosimilar for rheumatoid arthritis under Medicare Part D.
JAMA 2018 Sep 4;320(9):931-33. doi: 10.1001/jama.2018.7316..
Keywords: Healthcare Costs, Health Insurance, Medicare, Medication, Arthritis
Thompson MP, Cabrera L, Strobel RJ
Association between postoperative pneumonia and 90-day episode payments and outcomes among Medicare beneficiaries undergoing cardiac surgery.
Postoperative pneumonia is the most common healthcare-associated infection in cardiac surgical patients, yet their impact across a 90-day episode of care remains unknown. The objective of this study was to examine the relationship between pneumonia and 90-day episode payments and outcomes among Medicare beneficiaries undergoing cardiac surgery. The investigators concluded that postoperative pneumonia was associated with significantly higher 90-day episode payments and inferior outcomes at the patient and hospital level.
AHRQ-funded; HS022535.
Citation: Thompson MP, Cabrera L, Strobel RJ .
Association between postoperative pneumonia and 90-day episode payments and outcomes among Medicare beneficiaries undergoing cardiac surgery.
Circ Cardiovasc Qual Outcomes 2018 Sep;11(9):e004818. doi: 10.1161/circoutcomes.118.004818..
Keywords: Elderly, Surgery, Medicare, Cardiovascular Conditions, Heart Disease and Health, Pneumonia, Payment, Healthcare Costs, Outcomes, Healthcare-Associated Infections (HAIs), Health Insurance