Funnel plots for comparing institutional performance

被引:616
作者
Spiegelhalter, DJ [1 ]
机构
[1] MRC, Biostat Unit, Inst Publ Hlth, Cambridge CB2 2SR, England
关键词
control charts; outliers; over-dispersion; institutional profiling; ranking;
D O I
10.1002/sim.1970
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
'Funnel plots' are recommended as a graphical aid for institutional comparisons, in which an estimate of an underlying quantity is plotted against an interpretable measure of its precision. 'Control limits' form a funnel around the target outcome, in a close analogy to standard Shewhart control charts. Examples are given for comparing proportions and changes in rates, assessing association between outcome and volume of cases, and dealing with over-dispersion due to unmeasured risk factors. We conclude that funnel plots are flexible, attractively simple, and avoid spurious ranking of institutions into 'league tables'. Copyright (c) 2004 John Wiley ' Sons, Ltd.
引用
收藏
页码:1185 / 1202
页数:18
相关论文
共 25 条
[1]  
Breslow NE, 1987, STAT METHODS CANC RE, VII
[2]   Improving the statistical approach to health care provider profiling [J].
Christiansen, CL ;
Morris, CN .
ANNALS OF INTERNAL MEDICINE, 1997, 127 (08) :764-768
[3]   METAANALYSIS IN CLINICAL-TRIALS [J].
DERSIMONIAN, R ;
LAIRD, N .
CONTROLLED CLINICAL TRIALS, 1986, 7 (03) :177-188
[4]   Bias in meta-analysis detected by a simple, graphical test [J].
Egger, M ;
Smith, GD ;
Schneider, M ;
Minder, C .
BMJ-BRITISH MEDICAL JOURNAL, 1997, 315 (7109) :629-634
[5]   League tables and their limitations: Statistical issues in comparisons of institutional performance [J].
Goldstein, H ;
Spiegelhalter, DJ .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY, 1996, 159 :385-409
[6]   Use of risk-adjusted CUSUM and RSPRT charts for monitoring in medical contexts [J].
Grigg, OA ;
Farewell, VT ;
Spiegelhalter, DJ .
STATISTICAL METHODS IN MEDICAL RESEARCH, 2003, 12 (02) :147-170
[7]  
*HEALTHC COMM, 2004, CLIN IND AS403 EM RE
[8]  
Irwig L, 1998, BRIT MED J, V316, P470
[9]   Statistical issues in the prospective monitoring of health outcomes across multiple units [J].
Marshall, C ;
Best, N ;
Bottle, A ;
Aylin, P .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY, 2004, 167 :541-559
[10]   Reliability of league tables of in vitro fertilisation clinics: retrospective analysis of live birth rates [J].
Marshall, EG ;
Spiegelhalter, DJ .
BRITISH MEDICAL JOURNAL, 1998, 316 (7146) :1701-1704