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Medical profiling: improving standards and risk adjustments using hierarchical models

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  • Burgess Jr., James F.
  • Christiansen, Cindy L.
  • Michalak, Sarah E.
  • Morris, Carl N.

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  • Burgess Jr., James F. & Christiansen, Cindy L. & Michalak, Sarah E. & Morris, Carl N., 2000. "Medical profiling: improving standards and risk adjustments using hierarchical models," Journal of Health Economics, Elsevier, vol. 19(3), pages 291-309, May.
    • Handle: RePEc:eee:jhecon:v:19:y:2000:i:3:p:291-309
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    References listed on IDEAS

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    1. Ching-to Ma & James Burgess, 1993. "Quality competition, welfare, and regulation," Journal of Economics, Springer, vol. 58(2), pages 153-173, June.
    2. Sloan, Frank A. & Valvona, Joseph & Perrin, James M. & Adamache, Killard W., 1986. "Diffusion of surgical technology : An exploratory study," Journal of Health Economics, Elsevier, vol. 5(1), pages 31-61, March.
    3. Avner Shaked & John Sutton, 1982. "Relaxing Price Competition Through Product Differentiation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 49(1), pages 3-13.
    4. Harvey Goldstein & David J. Spiegelhalter, 1996. "League Tables and Their Limitations: Statistical Issues in Comparisons of Institutional Performance," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 159(3), pages 385-409, May.
    5. Joseph P. Newhouse, 1996. "Reimbursing Health Plans and Health Providers: Efficiency in Production versus Selection," Journal of Economic Literature, American Economic Association, vol. 34(3), pages 1236-1263, September.
    6. Shaked, Avner & Sutton, John, 1983. "Natural Oligopolies," Econometrica, Econometric Society, vol. 51(5), pages 1469-1483, September.
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    Citations

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    Cited by:

    1. David J. Spiegelhalter & Paul Aylin & Nicola G. Best & Stephen J. W. Evans & Gordon D. Murray, 2002. "Commissioned analysis of surgical performance using routine data: lessons from the Bristol inquiry," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 165(2), pages 191-221, June.
    2. Thompson, Simon G. & Nixon, Richard M. & Grieve, Richard, 2006. "Addressing the issues that arise in analysing multicentre cost data, with application to a multinational study," Journal of Health Economics, Elsevier, vol. 25(6), pages 1015-1028, November.
    3. Karen Eggleston & Randall P. Ellis & Mingshan Lu, 2007. "Prevention and Dynamic Risk Adjustment," Boston University - Department of Economics - Working Papers Series WP2007-023, Boston University - Department of Economics.
    4. Nils Gutacker & Andrew Street, 2018. "Multidimensional performance assessment of public sector organisations using dominance criteria," Health Economics, John Wiley & Sons, Ltd., vol. 27(2), pages 13-27, February.
    5. Oliver Hirsch & Norbert Donner-Banzhoff & Maike Schulz & Michael Erhart, 2018. "Detecting and Visualizing Outliers in Provider Profiling Using Funnel Plots and Mixed Effects Models—An Example from Prescription Claims Data," IJERPH, MDPI, vol. 15(9), pages 1-11, September.
    6. John Robinson & Scott Zeger & Christopher Forrest, 2004. "Studying Effects of Primary Care Physicians and Patients on the Trade-Off Between Charges for Primary Care and Specialty Care Using a Hierarchical Multivariate Two-Part Model," Johns Hopkins University Dept. of Biostatistics Working Paper Series 1051, Berkeley Electronic Press.
    7. Kathleen Carey, 2000. "A multilevel modelling approach to analysis of patient costs under managed care," Health Economics, John Wiley & Sons, Ltd., vol. 9(5), pages 435-446, July.
    8. Liang Long & Jie Lin & Kimon Proussaloglou, 2010. "Investigating Contextual Variability in Mode Choice in Chicago Using a Hierarchical Mixed Logit Model," Urban Studies, Urban Studies Journal Limited, vol. 47(11), pages 2445-2459, October.
    9. Jie Lin & Liang Long, 2008. "What neighborhood are you in? Empirical findings of relationships between household travel and neighborhood characteristics," Transportation, Springer, vol. 35(6), pages 739-758, November.
    10. Or, Zeynep & Wang, Jia & Jamison, Dean, 2005. "International differences in the impact of doctors on health: a multilevel analysis of OECD countries," Journal of Health Economics, Elsevier, vol. 24(3), pages 531-560, May.
    11. David I. Ohlssen & Linda D. Sharples & David J. Spiegelhalter, 2007. "A hierarchical modelling framework for identifying unusual performance in health care providers," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 170(4), pages 865-890, October.
    12. Darren Grant, 2005. "Information and sorting in the market for obstetrical services," Health Economics, John Wiley & Sons, Ltd., vol. 14(7), pages 703-719, July.

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