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 50 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
Sharma H, Xu L
Use of intergovernmental transfers-based Medicaid supplemental payments to boost nursing home finances: evidence from Indiana nursing homes.
The objective of this study was to estimate the effect of participation in the intergovernmental transfers-based Medicaid supplemental payment program on nursing home revenue and expenditures. Data was taken from all Medicare and Medicaid-certified nursing homes in Indiana from 2009-17. The findings indicated that nursing homes owned or operated by nonstate governmental organizations received a fraction of the total supplemental payments on average, but the authors observed increased payments in later years. Participating nursing homes did not increase clinical expenses. The authors concluded that these findings raised questions regarding the transparency of financing arrangements between nonstate governmental organizations and nursing homes and the need to link supplemental payments to clinical expenses.
AHRQ-funded; HS027235.
Citation: Sharma H, Xu L .
Use of intergovernmental transfers-based Medicaid supplemental payments to boost nursing home finances: evidence from Indiana nursing homes.
Med Care 2023 Aug; 61(8):546-53. doi: 10.1097/mlr.0000000000001875..
Keywords: Nursing Homes, Medicare, Medicaid, Healthcare Costs
Sachs RE, Jazowski SA, Gavulic KA
Medicaid and accelerated approval: spending on drugs with and without proven clinical benefits.
The purpose of this article was to assess what level of Medicaid programs' accelerated approval spending is expended on products that have verified clinical benefits versus those that do not. The study found evidence of states’ concerns that pharmaceutical companies frequently do not complete the mandatory post-approval confirmatory studies within the FDA's required timeline. The study also illuminated an issue often overlooked by policy stakeholders: the utilization of surrogate endpoints involved in the post-approval confirmatory studies for most of the sample products. The researchers reported that the detailed nature of their results allowed them to evaluate the impact of different policy recommendations and to inform the current policy debate.
AHRQ-funded; HS026122.
Citation: Sachs RE, Jazowski SA, Gavulic KA .
Medicaid and accelerated approval: spending on drugs with and without proven clinical benefits.
J Health Polit Policy Law 2022 Dec 1;47(6):673-90. doi: 10.1215/03616878-10041107..
Keywords: Medicaid, Medication, Healthcare Costs
Donohue JM, Cole ES, James CV
The US Medicaid program: coverage, financing, reforms, and implications for health equity.
This article is a literature review of the Medicaid program focusing on Medicaid eligibility, enrollment, and spending and examined areas of Medicaid policy, including managed care, payment, and delivery system reforms; Medicaid expansion; racial and ethnic health disparities; and the potential to achieve health equity. The authors included peer-reviewed articles and reports published between January 2003 and February 2022. Medicaid covered approximately 80.6 million people per month in 2022, representing 16.3% of US health spending. Managed care plans run by states enrolled 69.5% of Medicaid beneficiaries in 2019 and adopted 139 delivery system reforms from 2003 to 2019. Over half (56.4%) of Medicaid beneficiaries were from racial and ethnic minority groups in 2019, and disparities in access, quality, and outcomes are common among these groups within Medicaid. The authors felt that additional Medicaid reforms are needed to reduce health disparities by race and ethnicity and to achieve equity in access, quality, and outcomes.
AHRQ-funded; HS026727.
Citation: Donohue JM, Cole ES, James CV .
The US Medicaid program: coverage, financing, reforms, and implications for health equity.
JAMA 2022 Sep 20;328(11):1085-99. doi: 10.1001/jama.2022.14791..
Keywords: Medicaid, Healthcare Costs, Policy, Health Insurance
Luo Q, Moghtaderi A, Markus A
Financial impacts of the Medicaid expansion on community health centers.
This study’s objective was to determine the impact of Medicaid expansion on community health centers. The authors combined data from the Uniform Data System, IRS nonprofit tax returns, and county-level characteristics from the Census Bureau. Their final dataset included 5841 center-year observations. They found a $2.08 million relative increase in Medicaid revenues, offset by a $0.44 million decrease in total grants among community health centers in expansion states compared with centers in non-expansion states. They found a large but not statistically significant $0.98 million relative increase in total expenditures among expansion state centers. Uncompensated care for health centers in expansion states decreased by $1.19 million relative to their counterparts in non-expansion states.
AHRQ-funded; HS026816.
Citation: Luo Q, Moghtaderi A, Markus A .
Financial impacts of the Medicaid expansion on community health centers.
Health Serv Res 2022 Jun;57(3):634-43. doi: 10.1111/1475-6773.13897..
Keywords: Medicaid, Community-Based Practice, Healthcare Costs
Duvalyan A, Pandey A, Vaduganathan M
Trends in anticoagulation prescription spending among Medicare Part D and Medicaid beneficiaries between 2014 and 2019.
Researchers examined contemporary direct oral anticoagulant (DOAC) spending patterns within Medicare Part D and Medicaid between 2014 and 2019. They found that, although overall DOAC spending is increasing, DOAC use may be associated with lower downstream medical expenditures compared with warfarin stemming from decreased risk of major bleeding and stroke and reduced drug monitoring.
AHRQ-funded; HS022418.
Citation: Duvalyan A, Pandey A, Vaduganathan M .
Trends in anticoagulation prescription spending among Medicare Part D and Medicaid beneficiaries between 2014 and 2019.
J Am Heart Assoc 2021 Dec 21;10(24):e022644. doi: 10.1161/jaha.121.022644..
Keywords: Blood Thinners, Medication, Medicare, Medicaid, Healthcare Costs
Sherry MK, Bishai DM, Padula WV
Impact of neighborhood social and environmental resources on Medicaid spending.
In an era of COVID-19, Black Lives Matter, and unsustainable healthcare spending, efforts to address the root causes of health are urgently needed. Research linking medical spending to variation in neighborhood resources is critical to building the case for increased funding for social conditions. However, few studies link neighborhood factors to medical spending. This study assessed the relationship between neighborhood social and environmental resources and medical spending across the spending distribution.
AHRQ-funded; HS000029.
Citation: Sherry MK, Bishai DM, Padula WV .
Impact of neighborhood social and environmental resources on Medicaid spending.
Am J Prev Med 2021 Aug;61(2):e93-e101. doi: 10.1016/j.amepre.2021.02.019..
Keywords: Medicaid, 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
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
Hass Z, Woodhouse M, Arling G
Using a semi-Markov Model to estimate Medicaid cost savings due to Minnesota's Return to Community Initiative.
This simulation estimated the level of uncertainty for Medicaid cost savings due to Minnesota’s Return to Community Initiative (RTCI). This statewide program assists private paying nursing home residents with discharge to the community. Prior analysis estimated that approximately 1 in 9 residents targeted for transition by the program would not have returned to the community without the RTCI. Data from 30,234 private pay nursing home residents admitted during 2011 to 378 facilities and followed for 4 years postadmission for outcomes and time to event was used. The simulation was run 1000 times with and without the RTCI impact to estimate change in Medicaid nursing home days. Program savings was estimated at $4.1 million per year over a 4-year accumulation period. This is a modest Medicaid cost savings more than the annual program budget of $3.5 million.
AHRQ-funded; HS020224.
Citation: Hass Z, Woodhouse M, Arling G .
Using a semi-Markov Model to estimate Medicaid cost savings due to Minnesota's Return to Community Initiative.
J Am Med Dir Assoc 2021 Mar;22(3):642-47.e1. doi: 10.1016/j.jamda.2020.07.016..
Keywords: Medicaid, Nursing Homes, Healthcare Costs, Transitions of Care
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
Henke RM, Karaca Z, Gibson TB
Medicaid Accountable Care Organizations and childbirth outcomes.
This study examined the impact of Accountable Care Organizations (ACOs) to childbirth outcomes. States that use Medicaid ACOs were compared with states that had not adopted ACO. Using HCUP data, the relationship between Medicaid ACO adoption and neonatal and maternal outcomes, and cost per birth was examined. Medicaid ACO implementation was associated with a moderate reduction in hospital costs per birth and decreased cesarean section rates with results varying by state. There was no association with other birth outcomes, including infant inpatient mortality, low birthweight, neonatal intensive care unit utilization and severe maternal morbidity.
AHRQ-authored; AHRQ-funded; 290201300002C.
Citation: Henke RM, Karaca Z, Gibson TB .
Medicaid Accountable Care Organizations and childbirth outcomes.
Med Care Res Rev 2020 Dec;77(6):559-73. doi: 10.1177/1077558718823132..
Keywords: Healthcare Cost and Utilization Project (HCUP), Medicaid, Health Insurance, Healthcare Costs, Labor and Delivery, Pregnancy, Women, Outcomes
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
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
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
Pickens G, Karaca Z, Gibson TB
AHRQ Author: Karaca Z, Wong HS
Changes in hospital service demand, cost, and patient illness severity following health reform.
This study examined the effects of expanded Medicaid coverage and the health insurance exchange on the number of hospital inpatient and emergency department (ED) utilization rates, cost, and patient illness severity. There was a significant drop in uninsured inpatient discharges and ED visits in states where Medicaid was expanded. For all by young females, uninsured inpatient discharge rates fell by 39% or greater. In nonexpansion states, the rates remained unchanged or increased slightly. Changes in all-payer and private insurance rates were not as dramatic, as was inpatient costs per discharge and all-payer inpatient costs.
AHRQ-authored; AHRQ-funded; 290201300002C.
Citation: Pickens G, Karaca Z, Gibson TB .
Changes in hospital service demand, cost, and patient illness severity following health reform.
Health Serv Res 2019 Aug;54(4):739-51. doi: 10.1111/1475-6773.13165..
Keywords: Access to Care, Health Insurance, Healthcare Cost and Utilization Project (HCUP), Healthcare Costs, Healthcare Utilization, Hospitals, Medicaid, Policy, Uninsured
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
Mehra R, Cunningham SD, Lewis JB
Recommendations for the pilot expansion of Medicaid coverage for doulas in New York state.
AHRQ-funded; HS017589.
Citation: Mehra R, Cunningham SD, Lewis JB .
Recommendations for the pilot expansion of Medicaid coverage for doulas in New York state.
Am J Public Health 2019 Feb;109(2):217-19. doi: 10.2105/ajph.2018.304797..
Keywords: Medicaid, Pregnancy, Maternal Care, Health Insurance, Healthcare Costs, Prevention, Women, Disparities
Abdus S, Decker SL
AHRQ Author: Abdus S, Decker SL
Association between Medicaid adult nonemergency dental benefits and dental services use and expenditures.
AHRQ researchers compared nonemergency dental services use in states with and without Medicaid adult nonemergency dental benefits. Dental use increased in states with the Medicaid dental benefit. Out-of-pocket expenses decreased approximately 19 percent in covered states.
AHRQ-authored.
Citation: Abdus S, Decker SL .
Association between Medicaid adult nonemergency dental benefits and dental services use and expenditures.
J Am Dent Assoc 2019 Jan;150(1):24-33. doi: 10.1016/j.adaj.2018.08.010..
Keywords: Dental and Oral Health, Healthcare Costs, Healthcare Utilization, Medicaid, Medical Expenditure Panel Survey (MEPS)
Coupet E, Karp D, Wiebe DJ
Shift in U.S. payer responsibility for the acute care of violent injuries after the Affordable Care Act: Implications for prevention.
In this study, the investigators determined the total annual charges for the acute care of injuries from interpersonal violence and the shift in financial responsibility for these charges after the Medicaid expansion from the Affordable Care Act in 2014. After Medicaid expansion, taxpayers are now accountable for nearly half of the $10.7 billion in annual charges for the acute care of violent injury in the U.S. The investigators suggest that these findings highlight the benefit to state Medicaid programs of preventing interpersonal violence.
AHRQ-funded; HS000028.
Citation: Coupet E, Karp D, Wiebe DJ .
Shift in U.S. payer responsibility for the acute care of violent injuries after the Affordable Care Act: Implications for prevention.
Am J Emerg Med 2018 Dec;36(12):2192-96. doi: 10.1016/j.ajem.2018.03.070..
Keywords: Domestic Violence, Emergency Department, Healthcare Costs, Policy, Healthcare Cost and Utilization Project (HCUP), Medicaid
Bettenhausen JL, Richardson TE, Shah SS
Medicaid expenditures among children with noncomplex chronic diseases.
This study analyzed Medicaid use by children with noncomplex chronic diseases (NC-CDs). The objective was to describe patient characteristics, expenditures, and use patterns. The researchers used the 2014 Truven Medicaid MarketScan Database to analyze claims from 11 states. Mental health conditions accounted for half of the inpatient diagnosis, with the expenditures high as well. One-percent of children with the highest expenditures accounted for 20% of the total Medicaid expenditures.
AHRQ-funded; HS024735.
Citation: Bettenhausen JL, Richardson TE, Shah SS .
Medicaid expenditures among children with noncomplex chronic diseases.
Pediatrics 2018 Nov;142(5). doi: 10.1542/peds.2018-0286..
Keywords: Children/Adolescents, Chronic Conditions, Healthcare Costs, Medicaid
Decker SL
AHRQ Author: Decker SL
No association found between the Medicaid primary care fee bump and physician-reported participation in Medicaid.
The Affordable Care Act required states in 2013 and 2014 to raise Medicaid payment rates to primary care physicians for certain services to the level of Medicare rates. The result was an average 73 percent increase in primary care Medicaid payments for qualifying physicians. This study used nationally representative data to examine the association between this Medicaid "fee bump" and physician-reported measures of participation in Medicaid. No such association was found. The lack of a sizable change in measures of physician participation in Medicaid may have been due to the temporary nature of the fee bump.
AHRQ-authored.
Citation: Decker SL .
No association found between the Medicaid primary care fee bump and physician-reported participation in Medicaid.
Health Aff 2018 Jul;37(7):1092-98. doi: 10.1377/hlthaff.2018.0078..
Keywords: Healthcare Costs, Payment, Medicaid, Policy, Primary Care
Perez V
Does capitated managed care affect budget predictability? Evidence from Medicaid programs.
This study is the first to test whether managed care enrollment reduces the variance of Medicaid spending, in contrast to the focus of the existing literature on spending levels. Although the majority of Medicaid enrollees are in managed care, the study shows that managed care use has been concentrated among the enrollees with the most stable spending, resulting in only small gains to budget predictability. Perez concludes that this finding is robust to the exclusion of the claims expenditures that exhibit the most variance.
AHRQ-funded; HS022797.
Citation: Perez V .
Does capitated managed care affect budget predictability? Evidence from Medicaid programs.
Int J Health Econ Manag 2018 Jun;18(2):123-52. doi: 10.1007/s10754-017-9227-7.
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Keywords: Healthcare Costs, Payment, Medicaid, Health Insurance