Spending differences associated with the Medicare Physician Group Practice Demonstration
Open accessAbstract
CONTEXT: The Centers for Medicare & Medicaid Services (CMS) recently launched accountable care organization (ACO) programs designed to improve quality and slow cost growth. The ACOs resemble an earlier pilot, the Medicare Physician Group Practice Demonstration (PGPD), in which participating physician groups received bonus payments if they achieved lower cost growth than local controls and met quality targets. Although evidence indicates the PGPD improved quality, uncertainty remains about its effect on costs. OBJECTIVE: To estimate cost savings associated with the PGPD overall and for beneficiaries dually eligible for Medicare and Medicaid. DESIGN: Quasi-experimental analyses comparing preintervention (2001-2004) and postintervention (2005-2009) trends in spending of PGPD participants to local control groups. We compared estimates using several alternative approaches to adjust for case mix. SETTING: Ten physician groups from across the United States. PATIENTS AND PARTICIPANTS: The intervention group was composed of fee-for-service Medicare beneficiaries (n = 990,177) receiving care primarily from the physicians in the participating medical groups. Controls were Medicare beneficiaries (n = 7,514,453) from the same regions who received care largely from non-PGPD physicians. Overall, 15% of beneficiaries were dually eligible for Medicare and Medicaid. MAIN OUTCOME MEASURE: Annual spending per Medicare fee-for-service beneficiary. RESULTS: Annual savings per beneficiary were modest overall (adjusted mean $114, 95% CI, $12-$216). Annual savings were significant in dually eligible beneficiaries (adjusted mean $532, 95% CI, $277-$786), but were not significant among nondually eligible beneficiaries (adjusted mean $59, 95% CI, $166 in savings to $47 in additional spending). The adjusted mean spending reductions were concentrated in acute care (overall, $118, 95% CI, $65-$170; dually eligible: $381, 95% CI, $247-$515; nondually eligible: $85, 95% CI, $32-$138). There was significant variation in savings across practice groups, ranging from an overall mean per-capita annual saving of $866 (95% CI, $815-$918) to an increase in expenditures of $749 (95% CI, $698-$799). Thirty-day medical readmissions decreased overall (-0.67%, 95% CI, -1.11% to -0.23%) and in the dually eligible (-1.07%, 95% CI, -1.73% to -0.41%), while surgical readmissions decreased only for the dually eligible (-2.21%, 95% CI, -3.07% to -1.34%). Estimates were sensitive to the risk-adjustment method. CONCLUSIONS: Substantial PGPD savings achieved by some participating institutions were offset by a lack of saving at other participating institutions. Most of the savings were concentrated among dually eligible beneficiaries.
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Available evaluations indicate that health care spending has declined in ACO models.
“Most ACO models are very new, but available evaluations indicate that health care spending has declined.”
From The CardioMetabolic Health Alliance (2015) · cites this paper as [104]
An evaluation of Medicare enrollees in the Medicare Physician Group Practice Demonstration compared with control subjects found that the savings were highest for acute care and dually-eligible beneficiaries, with an overall reduction in 30-day medical readmissions.
“An evaluation of Medicare enrollees in the Medicare Physician Group Practice Demonstration compared with control subjects found that the savings were highest for acute care and dually-eligible beneficiaries, with an overall reduction in 30-day medical readmissions (104).”
From The CardioMetabolic Health Alliance (2015) · cites this paper as [104]
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Cites
A heteroskedasticity-consistent covariance matrix estimator and a direct test for heteroskedasticity
White, H. (1980) · Econometrica · doi:10.2307/1912934 · Cited by 25,861 · see citing works
(1967) · Project Euclid (Cornell University) · Cited by 4,720 · see citing works
Robust Inference With Multiway Clustering
Cameron, A. C., Gelbach, J. B., & Miller, D. L. (2011) · Journal of Business & Economic Statistics · doi:10.1198/jbes.2010.07136 · Cited by 3,203 · see citing works
Fisher, E. S., Wennberg, D. E., Stukel, T. A., Gottlieb, D. J., Lucas, F. L., & Pinder, É. L. (2003) · Annals of Internal Medicine · doi:10.7326/0003-4819-138-4-200302180-00006 · Cited by 1,537 · see citing works
Self-citationRisk adjustment of Medicare capitation payments using the CMS-HCC model.
Pope, G. C., Kautter, J., Ellis, R. P., Ash, A. S., Ayanian, J. Z., lezzoni, L. I., Ingber, M. J., Levy, J. M., & Robst, J. M. (2004) · PubMed Central · Cited by 805 · see citing works
Peikes, D. N., Chen, A., Schore, J., & Brown, R. (2009) · JAMA · doi:10.1001/jama.2009.126 · Cited by 781 · see citing works
Regional Variations in Diagnostic Practices
Song, X., Skinner, J., Bynum, J., Sutherland, J. M., Wennberg, J. E., & Fisher, E. S. (2010) · New England Journal of Medicine · doi:10.1056/nejmsa0910881 · Cited by 440 · see citing works
Self-citationHospital Use and Mortality among Medicare Beneficiaries in Boston and New Haven
Wennberg, J. E., Freeman, J. L., Shelton, R. M., & Bubolz, T. A. (1989) · New England Journal of Medicine · doi:10.1056/nejm198910263211706 · Cited by 340 · see citing works
Fostering Accountable Health Care: Moving Forward In Medicare
Fisher, E. S., McClellan, M., Bertko, J. M., Lieberman, S. M., Lee, J. J., Lewis, J. L., & Skinner, J. (2009) · Health Affairs · doi:10.1377/hlthaff.28.2.w219 · Cited by 272 · see citing works
Self-citationHospital Readmission Rates for Cohorts of Medicare Beneficiaries in Boston and New Haven
Fisher, E. S., Wennberg, J. E., Stukel, T. A., et al. (1994) · New England Journal of Medicine · doi:10.1056/nejm199410133311506 · Cited by 264 · see citing works
Self-citationMedicare Spending and Outcomes After Postacute Care for Stroke and Hip Fracture
Buntin, M. B., Colla, C. H., Deb, P., Sood, N., & Escarce, J. J. (2010) · Medical Care · doi:10.1097/mlr.0b013e3181e359df · Cited by 229 · see citing works
Self-citationEvidence for the effect of disease management: is $1 billion a year a good investment?
Mattke, S., Seid, M., & Ma, S. (2007) · PubMed · Cited by 216 · see citing works
Medicare and Medicaid: Conflicting Incentives for Long‐Term Care
Grabowski, D. C. (2007) · Milbank Quarterly · doi:10.1111/j.1468-0009.2007.00502.x · Cited by 191 · see citing works
Health Care Spending and Quality in Year 1 of the Alternative Quality Contract
Song, Z., Safran, D. G., Landon, B. E., He, Y., Ellis, R. P., Mechanic, R. E., Day, M. P., & Chernew, M. E. (2011) · New England Journal of Medicine · doi:10.1056/nejmsa1101416 · Cited by 191 · see citing works
Return on investment in disease management: a review.
Goetzel, R. Z., Ozminkowski, R. J., Villagra, V. G., & Duffy, J. (2005) · PubMed Central · Cited by 172 · see citing works
Making Good on ACOs' Promise — The Final Rule for the Medicare Shared Savings Program
Berwick, D. M. (2011) · New England Journal of Medicine · doi:10.1056/nejmp1111671 · Cited by 163 · see citing works
Geographic Variation in Diagnosis Frequency and Risk of Death Among Medicare Beneficiaries
Welch, H. G. (2011) · JAMA · doi:10.1001/jama.2011.307 · Cited by 144 · see citing works
Health care utilization among Medicare-Medicaid dual eligibles: a count data analysis
Moon, S., & Shin, J. (2006) · BMC Public Health · doi:10.1186/1471-2458-6-88 · Cited by 86 · see citing works
Peikes, D. N., Chen, A., Schore, J., et al. (2009) · RePEc: Research Papers in Economics · Cited by 83 · see citing works
Clinical Care and Health Disparities
Starfield, B., Gérvas, J., & Mangin, D. (2012) · Annual Review of Public Health · doi:10.1146/annurev-publhealth-031811-124528 · Cited by 76 · see citing works
Case management for high-cost Medicare beneficiaries.
Schore, J., Brown, R., & Cheh, V. (1999) · PubMed · Cited by 70 · see citing works
Accountable Care Organizations and Health Care Disparities
Pollack, C. E. (2011) · JAMA · doi:10.1001/jama.2011.533 · Cited by 64 · see citing works
Konetzka, R. T., Spector, W. D., & Shaffer, T. (2004) · Medical Care · doi:10.1097/00005650-200410000-00009 · Cited by 62 · see citing works
Medicare physician group practice demonstration design: quality and efficiency pay-for-performance.
Kautter, J., Pope, G. C., Trisolini, M. G., et al. (2007) · PubMed · Cited by 52 · see citing works
Lessons from the Physician Group Practice Demonstration — A Sobering Reflection
Wilensky, G. R. (2011) · New England Journal of Medicine · doi:10.1056/nejmp1110185 · Cited by 47 · see citing works
Coughlin, T. A., Waidmann, T., & Phadera, L. (2012) · Health Affairs · doi:10.1377/hlthaff.2011.0729 · Cited by 45 · see citing works
Trisolini, M. G., Aggarwal, J., Leung, M., et al. (2008) · Cited by 28 · see citing works
Bubolz, T. A., Emerson, C., & Skinner, J. (2012) · Health Affairs · doi:10.1377/hlthaff.2011.0921 · Cited by 23 · see citing works
Self-citationRegional Inequality in Medicare Spending: The Key to Medicare Reform?
Skinner, J., & Wennberg, J. E. (2000) · Forum for Health Economics & Policy · doi:10.2202/1558-9544.1017 · Cited by 20 · see citing works
Self-citationRegional Variations in Diagnostic Practices
(2010) · New England Journal of Medicine · doi:10.1056/nejmx100034 · Cited by 19 · see citing works
III. Is Health Spending Slowing Down?
Huskamp, H. A., & Newhouse, J. P. (1994) · Health Affairs · doi:10.1377/hlthaff.13.5.32 · Cited by 18 · see citing works
Regional Inequality in Medicare Spending: The Key to Medicare Reform?
Skinner, J., & Wennberg, J. E. (2000) · Frontiers in health policy research · doi:10.1162/109623100300091078 · Cited by 8 · see citing works
Self-citation
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Sperling, L. S., Mechanick, J. I., Neeland, I. J., Herrick, C. J., Després, J.-P., Ndumele, C. E., Vijayaraghavan, K., Handelsman, Y., Puckrein, G. A., Araneta, M. R. G., et al. (2015) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2015.06.1328 · Cited by 294 · see citing works
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Kaufman, B. G., Spivack, B. S., Stearns, S. C., Song, P. H., & O’Brien, E. C. (2019) · Medical Care Research and Review · doi:10.1177/1077558717745916 · Cited by 174 · see citing works
McWilliams, J. M., Landon, B. E., & Chernew, M. E. (2013) · JAMA · doi:10.1001/jama.2013.276302 · Cited by 142 · see citing works
- Authors
- Colla, C. H., Wennberg, D. E., Meara, E., Skinner, J. S., Gottlieb, D., Lewis, V. A., Snyder, C. M., & Fisher, E. S.
- Affiliations
- Dartmouth Institute for Health Policy and Clinical Practice (US)
- Dartmouth College (US)
- ORCID
- Venue
- JAMA
- Publisher
- American Medical Association (AMA)
- Published
- 2012-09-12
- Volume
- 308
- Issue
- 10
- Pages
- 1015
- ISSN
- 0002-9955 (ISSN-L)
- 0098-7484
- PMC
- PMC3484377
- OpenAlex
- W2105933035
- Cited by
- 163
- References
- 32
- Citations by year
- 2025: 2 · 2023: 2 · 2022: 2 · 2021: 1 · 2020: 3 · 2019: 9 · 2018: 22 · 2017: 13 · 2016: 20 · 2015: 17 · 2014: 36 · 2013: 30 · 2012: 5
- FWCI
- 67.10
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- JAMA (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute on Aging (R33AG044251, P01AG19783, R21AG044251, P01AG019783)
- Topics
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Healthcare Policy and Management
- Health Sciences › Health Professions › General Health Professions › Primary Care and Health Outcomes
- Health Sciences › Health Professions › General Health Professions › Healthcare cost, quality, practices
- Keywords
- accountable care organizations, Medicare spending, cost reduction, Medicare-Medicaid dual eligibles, fee-for-service Medicare, acute care costs, risk adjustment, physician practice groups, health care cost containment, quality incentives, 30-day readmission
- MeSH terms
- Aged, Eligibility Determination, Health Expenditures, Patient Care, Group Practice, Medicare, Humans, Medicaid, Physicians, Reimbursement, Incentive, United States, Cost Savings, Fee-for-Service Plans
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