The hospital standardised mortality ratio: a powerful tool for Dutch hospitals to assess their quality of care?

被引:85
作者
Jarman, B. [1 ]
Pieter, D. [2 ]
van der Veen, A. A. [3 ]
Kool, R. B. [2 ]
Aylin, P. [1 ]
Bottle, A. [1 ]
Westert, G. P. [4 ]
Jones, S. [5 ,6 ]
机构
[1] Univ London Imperial Coll Sci Technol & Med, Fac Med, Dr Foster Unit, London EC1A 9LA, England
[2] Prismant, Utrecht, Netherlands
[3] Ondiep Zuidzijde, Praktijk Index, Utrecht, Netherlands
[4] Tilburg Univ, RIVM Natl Inst Publ Hlth & Environm & Tranzo, Bilthoven, Netherlands
[5] Kings Coll London, Div Hlth & Social Care Res, London WC2R 2LS, England
[6] Dr Foster Intelligence, London, England
来源
QUALITY & SAFETY IN HEALTH CARE | 2010年 / 19卷 / 01期
关键词
RISK ADJUSTMENT; FUNNEL PLOTS; PERFORMANCE; SURGERY; RATES;
D O I
10.1136/qshc.2009.032953
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Aim of the study To use the hospital standardised mortality ratio (HSMR), as a tool for Dutch hospitals to analyse their death rates by comparing their risk-adjusted mortality with the national average. Method The method uses routine administrative databases that are available nationally in The Netherlands-the National Medical Registration dataset for the years 2005-2007. Diagnostic groups that led to 80% of hospital deaths were included in the analysis. The method adjusts for a number of case-mix factors per diagnostic group determined through a logistic regression modelling process. Results In The Netherlands, the case-mix factors are primary diagnosis, age, sex, urgency of admission, length of stay, comorbidity (Charlson Index), social deprivation, source of referral and month of admission. The Dutch HSMR model performs well at predicting a patient's risk of death as measured by a c statistic of the receiver operating characteristic curve of 0.91. The ratio of the HSMR of the Dutch hospital with the highest value in 2005-2007 is 2.3 times the HSMR of the hospital with the lowest value. Discussion Overall hospital HSMRs and mortality at individual diagnostic group level can be monitored using statistical process control charts to give an early warning of possible problems with quality of care. The use of routine data in a standardised and robust model can be of value as a starting point for improvement of Dutch hospital outcomes. HSMRs have been calculated for several other countries.
引用
收藏
页码:9 / 13
页数:5
相关论文
共 26 条
[1]  
[Anonymous], 2007, ONBEDOELDE SCHADE NE
[2]  
[Anonymous], 2003, The Statistical Evaluation of Medical Tests for Classification and Prediction
[3]  
[Anonymous], 2020, Hospital Standardized Mortality Ratio
[4]   Use of administrative data or clinical databases as predictors of risk of death in hospital: comparison of models [J].
Aylin, Paul ;
Bottle, Alex ;
Majeed, Azeem .
BMJ-BRITISH MEDICAL JOURNAL, 2007, 334 (7602) :1044-1047
[5]  
Beenen E, 2003, Ned Tijdschr Geneeskd, V147, P1915
[6]   Intelligent information: A national system for monitoring clinical performance [J].
Bottle, Alex ;
Aylin, Paul .
HEALTH SERVICES RESEARCH, 2008, 43 (01) :10-31
[7]   A NEW METHOD OF CLASSIFYING PROGNOSTIC CO-MORBIDITY IN LONGITUDINAL-STUDIES - DEVELOPMENT AND VALIDATION [J].
CHARLSON, ME ;
POMPEI, P ;
ALES, KL ;
MACKENZIE, CR .
JOURNAL OF CHRONIC DISEASES, 1987, 40 (05) :373-383
[8]  
de Jonge E, 2003, Ned Tijdschr Geneeskd, V147, P1013
[9]  
ELIXHAUSER A, 1993, AHCPR PUB
[10]  
GODLEE F, 2009, BRIT MED J, V338, pB1356