Jarman B, Pieter D, van der Veen A A, Kool R B, Aylin P, Bottle A, Westert G P, Jones S
Dr Foster Unit, Faculty of Medicine, Imperial College London EC1A 9LA, UK.
Qual Saf Health Care. 2010 Feb;19(1):9-13. doi: 10.1136/qshc.2009.032953.
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.
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.
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.
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.
使用医院标准化死亡率(HSMR),作为荷兰医院通过将其风险调整后的死亡率与全国平均水平进行比较来分析其死亡率的工具。
该方法使用荷兰全国范围内可用的常规行政数据库——2005 - 2007年的国家医疗登记数据集。导致80%医院死亡的诊断组被纳入分析。该方法针对通过逻辑回归建模过程确定的每个诊断组的一些病例组合因素进行调整。
在荷兰,病例组合因素包括主要诊断、年龄、性别、入院紧急程度、住院时间、合并症(查尔森指数)、社会剥夺、转诊来源和入院月份。荷兰HSMR模型在预测患者死亡风险方面表现良好,通过接收者操作特征曲线的c统计量衡量为0.91。2005 - 2007年荷兰HSMR值最高的医院与最低的医院之比为2.3倍。
可以使用统计过程控制图监测总体医院HSMR和各个诊断组水平的死亡率,以对护理质量可能存在的问题发出早期预警。在标准化且稳健的模型中使用常规数据作为改善荷兰医院结果的起点可能具有价值。其他几个国家也计算了HSMR。