538
Views
311
CrossRef citations to date
0
Altmetric
Application and Case Study

Statistical Methods for Profiling Providers of Medical Care: Issues and Applications

, &
Pages 803-814 | Received 01 Dec 1994, Published online: 17 Feb 2012

References

  • Anderson , T. W. 1971 . An Introduction to Multivariate Statistics , New York : Wiley .
  • Berwick , D. M. and Wald , D. L. 1990 . “Hospital Leaders' Opinions of the HCFA Mortality Data” . Journal of the American Medical Association , 263 : 247 – 249 .
  • Brennan , T. A. , Herbert , L. E. , Laird , N. M. , Lawthers , A. , Thorpe , K. E. , Leape , L. L. , Localio , A. R. , Lipsitz , S. R. , Newhouse , J. P. , Weiler , P. C. and Hiatt , H. H. 1991 . “Hospital Characteristics Associated With Adverse Events and Substandard Medical Care” . Journal of the American Medical Association , 265 : 3265 – 3269 .
  • Codman , E. 1916 . “Hospital Standardization” . Surgery, Gynecology, and Obstetrics , 22 : 119 – 120 .
  • Ellerbeck , E. F. , Jencks , S. F. , Radford , M. J. , Kresowik , T. F. , Craig , A. S. , Gold , J. A. , Krumholz , H. M. and Vogel , R. A. 1995 . “Quality of Care for Medicare Patients With Acute Myocardial Infarction: A Four-State Pilot Study From the Cooperative Cardiovascular Project” . Journal of the American Medical Association , 273 : 1509 – 1514 .
  • Epstein , A. 1995 . “Performance Reports on Quality—Prototypes, Problems, and Prospects” . New England Journal of Medicine , 333 : 57 – 61 .
  • Gatsonis , C. A. , Epstein , A. M. , Newhouse , J. P. , Normand , S. L. and McNeil , B. J. 1995 . “Variations in the Utilization of Coronary Angiography for Elderly Patients With Acute Myocardial Infarction: An Analysis Using Hierarchical Logistic Regression” . Medical Care , 33 : 625 – 642 .
  • Gatsonis , C. , Normand , S. L. , Liu , C. and Morris , C. 1993 . “Geographic Variation of Procedure Utilization: A Hierarchical Model Approach” . Medical Care , 31 : YS54 – YS59 .
  • Gelman , A. , Carlin , J. , Stern , H. and Rubin , D. 1995 . Bayesian Data Analysis , New York : Chapman and Hall .
  • Gelman , A. and Rubin , D. 1992 . “Inference From Iterative Simulation Using Multiple Sequences” . Statistical Science , 7 : 457 – 472 .
  • Gilks , W. , Richardson , S. and Spiegelhalter , D. 1996 . Markov Chain Monte Carlo in Practice , London : Chapman and Hall .
  • Gillis , K. and Hixson , J. 1991 . “Efficacy of Statistical Outlier Analysis for Monitoring Quality of Care” . Journal of Business and Economic Statistics , 9 : 241 – 252 .
  • Goldstein , H. 1995 . Multilevel Statistical Models , London : Edward Arnold .
  • Goldstein , H. and Spiegelhalter , D. J. 1996 . “Statistical Aspects of Institutional Performance: League Tables and Their Limitations” . Journal of the Royal Statistical Society , 159 : 385 – 444 . (with discussion), Ser. A
  • Green , J. and Wintfeld , N. 1995 . “Report Cards on Cardiac Surgeons—Assessing New York State's Approach” . New England Journal of Medicine , 332 : 1229 – 1232 .
  • Haberman , S. “Generalized Residuals for Log-Linear Models,” . Proceedings of the 9th International Biometric Conference . Raleigh , NC . pp. 104 – 122 .
  • Hannan , E. , Siu , A. , Kumar , D. , Kilburn , H. and Chassin , M. R. 1995 . “The Decline in Coronary Artery Bypass Graft Surgery Mortality in New York State. The Role of Surgeon Volume” . Journal of the American Medical Association , 273 : 209 – 213 .
  • Hartz , A. J. , Krakauer , H. , Kuhn , E. M. , Young , M. , Jacobsen , S. J. , Gay , G. , Muentz , L. , Katzoff , M. , Bailey , R. C. and Rimm , A. A. 1989 . “Hospital Characteristics and Mortality Rates” . New England Journal of Medicine , 321 : 1720 – 1725 .
  • Iezzoni , L. I. 1994 . Risk Adjustment for Measuring Health Care Outcomes , Ann Arbor , MI : Health Administration Press .
  • Kassirer , J. P. 1994 . “The Use and Abuse of Practice Profiles” . New England Journal of Medicine , 330 : 634 – 635 .
  • Kuhn , E. M. , Hartz , A. J. , Gottlieb , M. S. and Rimm , A. A. 1991 . “Relationship of Hospital Characteristics and the Results of Peer Review in Six Large States” . Medical Care , 29 : 1028 – 1038 .
  • Kuhn , E. M. , Hartz , A. J. , Krakauer , H. , Bailey , R. C. and Rimm , A. A. 1994 . “The Relationship of Hospital Ownership and Teaching Status to 30- and 180-Day Adjusted Mortality Rates” . Medical Care , 32 : 1098 – 1108 .
  • Laird , N. M. and Ware , J. H. 1982 . “Random-Effects Models for Longitudinal Data” . Biometrics , 38 : 963 – 974 .
  • Landon , B. , Iezzoni , L. , Ash , A. S. , Schwartz , M. , Daley , J. , Hughes , J. S. and Mackiernan , Y. D. 1996 . “Judging Hospitals by Severity Adjusted Mortality Rates: The Case of CABG Surgery” . Inquiry , 33 : 155 – 166 .
  • Lindley , D. V. and Smith , A. F. M. 1972 . “Bayes Estimates for the Linear Model” . Journal of the Royal Statistical Society , 34 : 1 – 41 . (with discussion), Ser. B
  • Localio , A. R. , Hamory , B. , Sharp , T. , Weaver , S. , TenHave , T. R. and Landis , R. 1995 . “Comparing Hospital Mortality in Adult Patients With Pneumonia: A Case Study of Statistical Methods in a Managed Care Program” . Annals of Internal Medicine , 122 : 125 – 132 .
  • Longford , N. 1993 . Random Coefficient Models , Oxford , , U.K. : Oxford University Press .
  • McClellan , M. , McNeil , B. J. and Newhouse , J. P. 1994 . “Does More Intensive Treatment of Acute Myocardial Infarction in the Elderly Reduce Mortality? Analysis Using Instrumental Variables” . Journal of the American Medical Association , 272 : 859 – 866 .
  • McNeil , B. , Pedersen , S. and Gatsonis , C. 1992 . “Current Issues in Profiling Quality of Care” . Inquiry , 29 : 298 – 307 .
  • Normand , S. L. , Glickman , M. E. , Sharma , R. and McNeil , B. J. 1996 . “Using Admission Characteristics to Predict Short-Term Mortality From Myocardial Infarction in Elderly Patients: Results From the Cooperative Cardiovascular Project” . Journal of the American Medical Association , 275 : 1322 – 1328 .
  • Pashos , C. L. , Newhouse , J. P. and McNeil , B. J. 1993 . “Temporal Changes in the Care and Outcomes of Elderly Patients With Acute Myocardial Infarction, 1987 Through 1990” . Journal of the American Medical Association , 270 : 1832 – 1836 .
  • Pashos , C. L. , Normand , S. L. , Garfinkle , J. B. , Newhouse , J. P. , Epstein , A. M. and McNeil , B. J. 1994 . “Trends in the Use of Drug Therapies in Patients With Acute Myocardial Infarction: 1988–1992” . Journal of the American College of Cardiology , 23 : 1023 – 1030 .
  • Rosenbaum , P. 1995 . Observational Studies , New York : Springer-Verlag .
  • Salem-Schatz , S. , Moore , G. , Rucker , M. and Pearson , S. 1994 . “The Case for Case-Mix Adjustment in Practice Profiling” . Journal of the American Medical Association , 272 : 871 – 874 .
  • Silber , J. H. , Rosenbaum , P. R. and Ross , R. N. 1995 . “Comparing the Contributions of Groups of Predictors Which Outcomes Vary With Hospital Rather Than Patient Characteristics” . Journal of the American Statistical Association , 90 : 7 – 18 .
  • Shwartz , M. , Ash , A. , Anderson , J. , Iezzoni , L. I. , Payne , S. and Restuccia , J. D. 1994 . “Small Area Variation in Hospitalization Rates: How Much You See Depends on How You Look” . Medical Care , 32 : 189 – 201 .
  • Stukel , T. A. , Glynn , R. J. , Fisher , E. S. , Sharp , S. M. , Lu-Yao , G. and Wennberg , J. E. 1994 . “Standardized Rates of Recurrent Outcomes” . Statistics in Medicine , 13 : 1781 – 1791 .
  • Smith , D. 1994 . “Evaluating Risk Adjustment by Partitioning Variation in Hospital Mortality Rates” . Statistics in Medicine , 13 : 1001 – 1013 .
  • Thomas , N. , Longford , N. and Rolph , J. 1994 . “Empirical Bayes Methods for Estimating Hospital-Specific Mortality Rates” . Statistics in Medicine , 13 : 889 – 903 .
  • Wong , G. and Mason , W. 1985 . “The Hierarchical Logistic Regression Model for Multilevel Analysis” . Journal of the American Statistical Association , 80 : 513 – 524 .
  • Wong , G. and Mason , W. 1991 . “Contextually Specific Effects and Other Generalizations of the Hierarchical Linear Model for Comparative Analysis” . Journal of the American Statistical Association , 86 : 487 – 503 .
  • Zeger , S. L. and Karim , M. R. 1991 . “Generalized Linear Models With Random Effects: A Gibbs Sampling Approach” . Journal of the American Statistical Association , 86 : 79 – 86 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.