Following Shipman: a pilot system for monitoring mortality rates in primary care

被引:55
作者
Aylin, P [1 ]
Best, N [1 ]
Bottle, A [1 ]
Marshall, C [1 ]
机构
[1] Univ London Imperial Coll Sci Technol & Med, Dept Epidemiol & Publ Hlth, London W2 1PF, England
关键词
D O I
10.1016/S0140-6736(03)14077-9
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
As part of the investigations into the crimes of Harold Shipman, it has become clear that there is little monitoring of deaths in general practice. By use of data on annual deaths at family physician and practice level for five English health authorities for 1993-99, we investigate whether cumulative sum charts (a type of statistical process control chart) could be used to create a workable monitoring system. On such charts, thresholds for deaths can be set, which, if crossed, may indicate a potential problem. We chose thresholds based on empirical calculations of the probabilities of false and successful detection after allowing for multiple testing over physicians or practices. We also statistically adjusted the charts for extra-Poisson varition due to unmeasured case mix. Of 1009 family physicians, 33 (including Shipman) crossed the alarm threshold designed to detect a 2 SD increase in standardised mortality, with 97% successful detection and a 5% false-alarm rate. Poor data quality, plus factors such as the proportion of patients treated by these physicians in nursing homes or hospices are likely explanations for most of these additional alarms. If used appropriately, such charts represent a useful tool for monitoring deaths in primary care. However, improvement in data quality is essential.
引用
收藏
页码:485 / 491
页数:7
相关论文
共 34 条
[1]   Performance league tables: the NHS deserves better [J].
Adab, P ;
Rouse, AM ;
Mohammed, MA ;
Marshall, T .
BMJ-BRITISH MEDICAL JOURNAL, 2002, 324 (7329) :95-98
[2]   Comparison of UK paediatric cardiac surgical performance by analysis of routinely collected data 1984-96: was Bristol an outlier? [J].
Aylin, P ;
Alves, B ;
Best, N ;
Cook, A ;
Elliott, P ;
Evans, SJW ;
Lawrence, AE ;
Murray, GD ;
Pollock, J ;
Spiegelhalter, D .
LANCET, 2001, 358 (9277) :181-187
[3]  
AYLIN P, 2003, MONITORING MORTALITY
[4]   Monitoring mortality rates in general practice after Shipman [J].
Baker, R ;
Jones, DR ;
Goldblatt, P .
BRITISH MEDICAL JOURNAL, 2003, 326 (7383) :274-276
[5]  
BAKER R, 2001, H SHIPMANS CLIN PRAC
[6]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[7]   Improving the statistical approach to health care provider profiling [J].
Christiansen, CL ;
Morris, CN .
ANNALS OF INTERNAL MEDICINE, 1997, 127 (08) :764-768
[8]  
CURNOW RN, 1999, 0361 WIT BRIST ROYAL
[9]   EVALUATIONS OF METHODS FOR STATISTICAL SURVEILLANCE [J].
FRISEN, M .
STATISTICS IN MEDICINE, 1992, 11 (11) :1489-1502
[10]   Operating characteristics and extensions of the false discovery rate procedure [J].
Genovese, C ;
Wasserman, L .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 2002, 64 :499-517