Measuring performance in health care: case-mix adjustment by boosted decision trees

2004 ◽  
Vol 32 (2) ◽  
pp. 97-113 ◽  
Author(s):  
Anke Neumann ◽  
Josiane Holstein ◽  
Jean-Roger Le Gall ◽  
Eric Lepage
Keyword(s):  
Health Care ◽  
Decision Trees ◽  
Case Mix ◽  
Case Mix Adjustment ◽  
Boosted Decision Trees

scholarly journals Case-Mix Adjustment of Consumer Reports about Managed Behavioral Health Care and Health Plans

2008 ◽  
Vol 43 (6) ◽  
pp. 2014-2032 ◽  
Author(s):  
Laura L. Eselius ◽  
Paul D. Cleary ◽  
Alan M. Zaslavsky ◽  
Haiden A. Huskamp ◽  
Susan H. Busch
Keyword(s):  
Health Care ◽  
Behavioral Health ◽  
Behavioral Health Care ◽  
Case Mix ◽  
Health Plans ◽  
Managed Behavioral Health ◽  
Consumer Reports ◽  
Managed Behavioral Health Care ◽  
Case Mix Adjustment

Case-Mix Adjustment and Enabled Reporting of the Health Care Experiences of Adults With Disabilities

2010 ◽  
Vol 91 (9) ◽  
pp. 1339-1346.e3 ◽  
Author(s):  
Susan E. Palsbo ◽  
Guoqing Diao ◽  
Gregory A. Palsbo ◽  
Liansheng Tang ◽  
William F. Rosenberger ◽  
...  
Keyword(s):  
Health Care ◽  
Case Mix ◽  
Adults With Disabilities ◽  
Health Care Experiences ◽  
Case Mix Adjustment

177. The limited relevance of case-mix adjustment when comparing anastomotic leakage rates between hospitals

2012 ◽  
Vol 38 (9) ◽  
pp. 791
Author(s):  
H. Snijders ◽  
D. Henneman ◽  
M. Fiocco ◽  
N.J. Leersum ◽  
R.A.E.M. Tollenaar ◽  
...  
Keyword(s):  
Anastomotic Leakage ◽  
Case Mix ◽  
Case Mix Adjustment

Case-mix adjustment for evaluation of mortality in cystic fibrosis

2002 ◽  
Vol 33 (2) ◽  
pp. 99-105 ◽  
Author(s):  
Gerald T. O'Connor ◽  
Hebe B. Quinton ◽  
Richard Kahn ◽  
Priscilla Robichaud ◽  
Joanne Maddock ◽  
...  
Keyword(s):  
Cystic Fibrosis ◽  
Case Mix ◽  
Case Mix Adjustment

Profiling Primary Care Physicians for a New Managed Care Network

1997 ◽  
Vol 10 (3) ◽  
pp. 173-186 ◽  
Author(s):  
R. J. Ozminkowski ◽  
M. Noether ◽  
P. Nathanson ◽  
K. M. Smith ◽  
B. E. Raney ◽  
...  
Keyword(s):  
Health Care ◽  
Primary Care Physicians ◽  
Claims Data ◽  
Severity Of Illness ◽  
Policy Implications ◽  
Case Mix ◽  
Reform Strategies ◽  
Insurance Program ◽  
Insurance Claims Data ◽  
Care Costs

We developed methods for comparing physicians who would be selected to participate in a major employer's self-insurance program. These methods used insurance claims data to identify and profile physicians according to deviations from prevailing practice and outcome patterns, after considering differences in case-mix and severity of illness among the patients treated by those providers. The discussion notes the usefulness and limitations of claims data for this and other purposes. We also comment on policy implications and the relationships between our methods and health care reform strategies designed to influence overall health care costs.

Comparing outcomes of routine care for depression: The dilemma of case-mix adjustment

2001 ◽  
Vol 28 (3) ◽  
pp. 287-300 ◽  
Author(s):  
Teresa L. Kramer ◽  
Richard B. Evans ◽  
Reid Landes ◽  
Michael Mancino ◽  
Brenda M. Booth ◽  
...  
Keyword(s):  
Routine Care ◽  
Case Mix ◽  
Case Mix Adjustment
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