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
26 to 50 of 74 Research Studies DisplayedMarkovitz AA, Mullangi S, Hollingsworth JM
ACOs and the 1%: changes in spending among high-cost patients following the Medicare shared savings program.
This paper analyzed changes in spending among high-cost patients following the creation of accountable care organizations (ACOs), specifically for the Medicare Shared Savings Program – which is Centers for Medicare and Medicaid Services (CMS) flagship program. Changes in spending for Medicare fee-for-services were analyzed for different spending percentiles (50th, 90th, and 99th) as well as regionally. While there was a reduction in spending, it was not considered statistically significant and has not affected spending within or across regions. However, the authors note that the study is limited by the program’s voluntary nature and may be not a full reflection of the changes.
AHRQ-funded; HS024525; HS024728; HS025615.
Citation: Markovitz AA, Mullangi S, Hollingsworth JM .
ACOs and the 1%: changes in spending among high-cost patients following the Medicare shared savings program.
J Gen Intern Med 2019 Jul;34(7):1116-18. doi: 10.1007/s11606-019-04963-2..
Keywords: Medicare, Healthcare Costs, Payment
Sheetz KH, Dimick JB, Regenbogen SE
How patient complexity and surgical approach influence episode-based payment models for colectomy.
This study looked into how the use of bundled payment programs would affect hospital reimbursements for colectomies. National data from the 100% Medicare Provider Analysis and Review files for the years 2010 to 2014 was used. Patients undergoing colectomies were identified using diagnosis-related group codes and ICD-9, Clinical Modification codes. Reconciliation payments were simulated as the difference between actual price-standardized 90-day episode payments and estimated regional spending benchmarks. The simulated bundled payment conditions showed 51.8% of hospitals would achieve shared savings, but the average case would incur reconciliation penalties. Laparoscopies would achieve the highest savings.
AHRQ-funded; HS023597.
Citation: Sheetz KH, Dimick JB, Regenbogen SE .
How patient complexity and surgical approach influence episode-based payment models for colectomy.
Dis Colon Rectum 2019 Jun;62(6):739-46. doi: 10.1097/dcr.0000000000001372..
Keywords: Surgery, Payment, Healthcare Costs, Medicare, Hospitals
Diaz-Perez MJ, Hanover R, Sites E
Producing comparable cost and quality results from all-payer claims databases.
This study describes how all-payer claims databases (APCDs) can produce comparable cost and quality results for 4 states using a multistate analysis. Data was used from 2014 commercial claims in Colorado, Massachusetts, Oregon, and Utah. The partners standardized the rules for including payers, data set elements, measure specifications, SAS code and adjustments for population differences in age and gender. A Uniform Data Structure file format was created which can be used across multiple population, measures, and research dimensions.
AHRQ-funded; HS024072.
Citation: Diaz-Perez MJ, Hanover R, Sites E .
Producing comparable cost and quality results from all-payer claims databases.
Am J Manag Care 2019 May;25(5):e138-e44..
Keywords: Healthcare Costs, Payment, Quality of Care
Damberg CL, Silverman M, Burgette L
Are value-based incentives driving behavior change to improve value?
The purpose of this study, which used semi-structured interviews and surveys, was to understand physician organization (PO) responses to financial incentives for quality and total cost of care among POs that were exposed to a statewide multipayer value-based payment (VBP) program, and to identify challenges that POs face in advancing the goals of VBP.
AHRQ-funded; HS024067.
Citation: Damberg CL, Silverman M, Burgette L .
Are value-based incentives driving behavior change to improve value?
Am J Manag Care 2019 Feb;25(2):e26-e32..
Keywords: Healthcare Costs, Payment
Kelsall AC, Cassidy R, Ghaferi AA
Variation in bariatric surgery episode costs in the commercially insured: implications for bundled payments in the private sector.
The authors described hospital-level variation in roux-en-Y gastric bypass and sleeve gastrectomy in Michigan. Their findings suggested that there are previously underappreciated differences in episode payment variation between bariatric surgery procedures. The authors also suggested that sleeve gastrectomy may be more amenable to cost containment under bundled payment initiatives by virtue of the greater share of variation explained by readmission and post-discharge payments.
AHRQ-funded; HS023621; HS024403.
Citation: Kelsall AC, Cassidy R, Ghaferi AA .
Variation in bariatric surgery episode costs in the commercially insured: implications for bundled payments in the private sector.
Ann Surg 2018 Dec;268(6):1014-18. doi: 10.1097/sla.0000000000002462..
Keywords: Surgery, Obesity: Weight Management, Obesity, Payment, Health Insurance, Healthcare Costs
Makam AN, Nguyen OK, Kirby B
Effect of site-neutral payment policy on long-term acute care hospital use.
The purpose of this study was to assess the projected effect of the Centers for Medicare and Medicaid Services new site-neutral payment policy, which aims to decrease unnecessary long-term acute care hospital (LTACH) admissions by reducing reimbursements for less-ill individuals by 2020. The investigators concluded that the site-neutral payment policy may limit LTACH access in existing LTAC-scarce markets, with potential adverse implications for recovery of hospitalized older adults.
AHRQ-funded; HS022418.
Citation: Makam AN, Nguyen OK, Kirby B .
Effect of site-neutral payment policy on long-term acute care hospital use.
J Am Geriatr Soc 2018 Nov;66(11):2104-11. doi: 10.1111/jgs.15539..
Keywords: Policy, Hospitalization, Payment, Long-Term Care, Healthcare Costs, Medicare, Elderly, Hospitals
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
Whaley CM, Brown TT
Firm responses to targeted consumer incentives: evidence from reference pricing for surgical services.
This study examined how health care providers respond to a reference pricing insurance program that increases consumer cost sharing when they chose high-priced surgical providers. Geographic variation was used to estimate supply-side responses. Limited evidence of market segmentation and price reductions for providers with baseline prices above the reference price was found. However, 75% of the reduction in provider prices benefited a population that was not subject to the program.
AHRQ-funded; HS022098.
Citation: Whaley CM, Brown TT .
Firm responses to targeted consumer incentives: evidence from reference pricing for surgical services.
J Health Econ 2018 Sep;61:111-33. doi: 10.1016/j.jhealeco.2018.06.012..
Keywords: Health Insurance, Surgery, Payment, Healthcare Costs
Sen AP, Chen LM, Wong Samson L
Performance in the Medicare Shared Savings Program by accountable care organizations disproportionately serving dual and disabled populations.
The purpose of this study was to examine performance by accountable care organizations (ACOs) in the top quintile of their proportion of beneficiaries who were dually enrolled in Medicare and Medicaid (high-dual), and the top quintile of disabled beneficiaries (high-disabled). Measures used were quality scores, savings per beneficiary, whether or not the ACO shared savings and the amount of shared savings. The researchers found that high-dual and high-disabled ACOs had similar or higher spending than other ACOs at baseline, but achieved greater savings and were equally or more likely to earn shared savings; alternative payment models can have positive financial outcomes for providers serving vulnerable populations.
AHRQ-funded; HS024698.
Citation: Sen AP, Chen LM, Wong Samson L .
Performance in the Medicare Shared Savings Program by accountable care organizations disproportionately serving dual and disabled populations.
Med Care 2018 Sep;56(9):805-11. doi: 10.1097/mlr.0000000000000968..
Keywords: Disabilities, Medicare, Healthcare Costs, Provider Performance, Payment, Low-Income, Vulnerable Populations
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
Funk RJ, Owen-Smith J, Kaufman SA
Association of informal clinical integration of physicians with cardiac surgery payments.
This study examined how physician interaction patterns vary between health systems and to assess whether variation in informal integration is associated with care delivery payments. It found that when beneficiaries were treated in health systems with higher informal integration, the greatest savings of lower estimated payments were from hospital readmissions (13.0 percent) and postacute care services (5.8 percent).
AHRQ-funded; HS024728.
Citation: Funk RJ, Owen-Smith J, Kaufman SA .
Association of informal clinical integration of physicians with cardiac surgery payments.
JAMA Surg 2018 May;153(5):446-53. doi: 10.1001/jamasurg.2017.5150.
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Keywords: Healthcare Costs, Payment, Health Systems, Surgery
Chen LM, Ryan AM, Shih T
Medicare's acute care episode demonstration: effects of bundled payments on costs and quality of surgical care.
This study evaluated whether participation in Medicare's Acute Care Episode (ACE) Demonstration Program-an early, small, voluntary episode-based payment program-was associated with a change in expenditures or quality of care. Participation in Medicare's ACE Demonstration Program was not associated with a change in 30-day episode-based Medicare payments or 30-day mortality for cardiac or orthopedic surgery, but it was associated with lower total 30-day post-acute care payments.
AHRQ-funded; HS018546; HS024698; HS020671.
Citation: Chen LM, Ryan AM, Shih T .
Medicare's acute care episode demonstration: effects of bundled payments on costs and quality of surgical care.
Health Serv Res 2018 Apr;53(2):632-48. doi: 10.1111/1475-6773.12681.
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Keywords: Healthcare Costs, Payment, Quality of Care, Surgery
da Graca B, Ogola GO, Fullerton C
Offsetting patient-centered medical homes investment costs through per-member-per-month or Medicare merit-based incentive payment system incentive payments.
The purpose of this study was to examine potential offsets through commercial payer per-member-per-month (PMPM) payments and the Medicare Merit-based Incentive Payment System (MIPS). The researchers found that with PMPM, breaking even required that 2.4% to 6.4% of commercially insured patients per physician to be covered; with MIPS incentive payments, they would exceed PCMH costs by 2022.
AHRQ-funded; HS022621.
Citation: da Graca B, Ogola GO, Fullerton C .
Offsetting patient-centered medical homes investment costs through per-member-per-month or Medicare merit-based incentive payment system incentive payments.
J Ambul Care Manage 2018 Apr/Jun;41(2):105-13. doi: 10.1097/jac.0000000000000224..
Keywords: Healthcare Costs, Medicare, Patient-Centered Healthcare, Payment, Primary Care
Desai S, McWilliams JM
Consequences of the 340B drug pricing program.
Researchers used Medicare claims and a regression-discontinuity design, taking advantage of the threshold for program eligibility among general acute care hospitals to isolate the effects of the 340B Drug Pricing Program on hospital-physician consolidation and on the outpatient administration of parenteral drugs. They concluded that the Program has been associated with hospital-physician consolidation in hematology-oncology and with more hospital-based administration of parenteral drugs in hematology-oncology and ophthalmology.
AHRQ-funded; HS024072.
Citation: Desai S, McWilliams JM .
Consequences of the 340B drug pricing program.
N Engl J Med 2018 Feb 8;378(6):539-48. doi: 10.1056/NEJMsa1706475.
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Keywords: Healthcare Costs, Payment, Hospitals, Medicare, Medication
Nyman JA, Koc C, Dowd BE
Decomposition of moral hazard.
This study sought to simulate the portion of moral hazard that is due to the income transfer contained in the coinsurance price reduction. The investigators found that the efficient proportion of moral hazard varied from disease to disease, but was the highest for those with diabetes and cancer.
Citation: Nyman JA, Koc C, Dowd BE .
Decomposition of moral hazard.
J Health Econ 2018 Jan;57:168-78. doi: 10.1016/j.jhealeco.2017.12.003..
Keywords: Health Insurance, Healthcare Costs, Medical Expenditure Panel Survey (MEPS), Payment
Parekh TM, Bhatt SP, Westfall AO
Implications of DRG classification in a bundled payment initiative for COPD.
The researchers hypothesized that patients included in a the Medicare Bundled Payments for Care Improvement (BPCI) initiative for chronic obstructive pulmonary disease (COPD) would have less severe illness and decreased hospital utilization compared with those excluded from the bundled payment initiative. They concluded that the use of DRGs to identify patients with COPD for inclusion in the BPCI initiative led to the exclusion of more than one-third of patients with acute exacerbations.
AHRQ-funded; HS013852.
Citation: Parekh TM, Bhatt SP, Westfall AO .
Implications of DRG classification in a bundled payment initiative for COPD.
Am J Accountable Care 2017 Dec;5(4):12-18.
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Keywords: Respiratory Conditions, Healthcare Costs, Payment
Biener AI, Selden TM
AHRQ Author: Biener AI, Selden TM
Public and private payments for physician office visits.
Using data for 2014-15 from the Medical Expenditure Panel Survey to estimate standardized payments for nonelderly adults' physician office visits by type of insurance, researchers found that adults with public insurance, especially Medicaid, had substantially lower provider payments, out-of-pocket spending, and third-party payments than their peers with employer-sponsored or Marketplace insurance.
AHRQ-authored.
Citation: Biener AI, Selden TM .
Public and private payments for physician office visits.
Health Aff 2017 Dec;36(12):2160-64. doi: 10.1377/hlthaff.2017.0749.
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Keywords: Healthcare Costs, Payment, Health Insurance, Ambulatory Care and Surgery, Medical Expenditure Panel Survey (MEPS)
Joyce NR, Huskamp HA, Hadland SE
The alternative quality contract: impact on service use and spending for children with ADHD.
The authors used Blue Cross-Blue Shield of Massachusetts (BCBSMA) claims for 2006-2011 to compare youths enrolled in provider organizations participating in the alternative quality contract (AQC) with those not participating. They found that the AQC was associated with small increases in the probability of any outpatient visits and in the probability and number of medication management visits among children with attention-deficit hyperactivity disorder (ADHD). Further, spending did not change, and there was no evidence of reductions in service utilization or spending for children with ADHD in the first three years of AQC implementation.
AHRQ-funded; HS022998.
Citation: Joyce NR, Huskamp HA, Hadland SE .
The alternative quality contract: impact on service use and spending for children with ADHD.
Psychiatr Serv 2017 Dec;68(12):1210-12. doi: 10.1176/appi.ps.201700143.
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Keywords: Children/Adolescents, Behavioral Health, Payment, Quality of Care, Healthcare Costs
Whaley CM, Guo C, Brown TT
The moral hazard effects of consumer responses to targeted cost-sharing.
This paper examines the effects of the reference pricing program implemented by the California Public Employees Retirement System (CalPERS) in 2012. The investigators found that the cost savings from the reference pricing program was about two to three times as large as the reduction from implementing a high-deductible health plan, while the accompanying consumer surplus reduction was much smaller under reference pricing.
AHRQ-funded; HS022098.
Citation: Whaley CM, Guo C, Brown TT .
The moral hazard effects of consumer responses to targeted cost-sharing.
J Health Econ 2017 Dec;56:201-21. doi: 10.1016/j.jhealeco.2017.09.012..
Keywords: Healthcare Costs, Health Insurance, Payment
Paddock SM, Damberg CL, Yanagihara D
What role does efficiency play in understanding the relationship between cost and quality in physician organizations?
Previous studies demonstrate overuse of a narrow set of services, suggesting provider inefficiency, but existing studies neither quantify inefficiency more broadly nor assess its variation across physician organizations (POs). This study found that POs had substantial variation in efficiency, producing widely differing levels of quality for the same cost.
AHRQ-funded; HS021860.
Citation: Paddock SM, Damberg CL, Yanagihara D .
What role does efficiency play in understanding the relationship between cost and quality in physician organizations?
Med Care 2017 Dec;55(12):1039-45. doi: 10.1097/mlr.0000000000000823.
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Keywords: Practice Patterns, Healthcare Costs, Quality of Care, Quality Improvement, Payment, Provider Performance
Jubelt LE, Goldfeld KS, Blecker SB
Early lessons on bundled payment at an academic medical center.
This study was a difference-in-differences study of Medicare fee-for-service patients hospitalized from April 2011 to June 2012 and October 2013 to December 2014 for lower extremity joint arthroplasty, cardiac valve procedures, or spine surgery. It examined total episode costs and costs by service category. It concluded that opportunities for savings under bundled payment may be greater for lower extremity joint arthroplasty than for other conditions.
AHRQ-funded; HS023683.
Citation: Jubelt LE, Goldfeld KS, Blecker SB .
Early lessons on bundled payment at an academic medical center.
J Am Acad Orthop Surg 2017 Sep;25(9):654-63. doi: 10.5435/jaaos-d-16-00626.
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Keywords: Healthcare Costs, Payment, Medicare
Chen LM, Epstein AM, Orav EJ
Association of practice-level social and medical risk with performance in the Medicare physician value-based payment modifier program.
The objective of this cross-sectional observational study was to compare performance in the Physician Value-Based Payment Modifier (PVBM) Program by practice characteristics. The investigators found that during the first year of the Medicare Physician Value-Based Payment Modifier Program, physician practices that served more socially high-risk patients had lower quality and lower costs, and practices that served more medically high-risk patients had lower quality and higher costs.
AHRQ-funded; HS024698.
Citation: Chen LM, Epstein AM, Orav EJ .
Association of practice-level social and medical risk with performance in the Medicare physician value-based payment modifier program.
JAMA 2017 Aug 1;318(5):453-61. doi: 10.1001/jama.2017.9643..
Keywords: Healthcare Costs, Medicaid, Medicare, Payment, Quality of Care
Jacobs PD, Molloy E
AHRQ Author: Jacobs PD
How do Medicare Advantage beneficiary payments vary with tenure?
This study compared how premiums and expected out-of-pocket medical costs (OOPC) vary with the length of time Medicare Advantage (MA) beneficiaries have been enrolled in their plans. Beneficiaries who remained in their plans for 6 or more years were paying $786 more than they would have spent in the lowest-cost plan compared with $552 for beneficiaries in their first year of enrollment.
AHRQ-authored.
Citation: Jacobs PD, Molloy E .
How do Medicare Advantage beneficiary payments vary with tenure?
Am J Manag Care 2017 Jun;23(6):372-77.
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Keywords: Medicare, Payment, Healthcare Costs, Health Insurance
Carey K, Dor A
http://www.healthfinancejournal.com/index.php/johcf/article/view/114
Price variations and their trends in U.S. hospitals.
This study tracked trends in prices paid to hospitals by commercial insurers over the period 2008 to 2014 using private sector claims data that contain actual payments. It contrasted these with trends in the CMS published charges. Results indicated that variation in actual commercially-transacted prices is substantially lower than variation in published charges.
AHRQ-funded; HS023610.
Citation: Carey K, Dor A .
Price variations and their trends in U.S. hospitals.
J Health Care Finance 2017 Sum;44(1).
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Keywords: Healthcare Costs, Payment, Health Insurance, Hospitals