Shinjo Daisuke, Fushimi Kiyohide
Department of Health Policy and Informatics, Tokyo Medical and Dental University Graduate School, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8519, Japan.
The Database Center of the National University Hospitals, The University of Tokyo Hospital, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-8655, Japan.
Int J Qual Health Care. 2017 Oct 1;29(5):705-712. doi: 10.1093/intqhc/mzx089.
Hospital standardized mortality ratio (HSMR), an indicator that adjusts hospital mortality for case-mix differences, is used as a hospital performance measure. The aim of this study is to build a new HSMR model in Japan and examine HSMR trends according to the degree of severity.
Observational retrospective study.
Data from the Japanese Administrative Database.
A total of 3 813 492 admissions from 278 Japanese acute-care hospitals were extracted from the database (patients between 2008 and 2012, from July to December in each year).
We estimated the probability of in-hospital death by fitting a logistic regression model, and assessed the performance of the models with the c-index. In each year, HSMRs were obtained by calculating the ratio of the number of observed deaths to the number of expected deaths. The HSMR trends, including trends in comorbidity subgroups defined by the Charlson comorbidity index, were analysed.
The c-index value was 0.871 for the HSMR model. The HSMR followed a constant decreasing trend over time; it fell by 18.8% from 110.3 in 2008 to 91.5 in 2012. The reduction in HSMR was not present in the severe comorbidity group, while the reduction trend was observed in the mild comorbidity group.
Our model demonstrated excellent discrimination without detailed clinical data. The Japanese HSMR followed a constant decreased trend, while the reduction trend was not present in the severe patients. Our study implies the need to consider severe patients for assessing hospital quality by HSMR.
医院标准化死亡率(HSMR)是一种根据病例组合差异调整医院死亡率的指标,用作医院绩效衡量指标。本研究的目的是在日本建立一个新的HSMR模型,并根据严重程度检查HSMR趋势。
观察性回顾性研究。
来自日本行政数据库的数据。
从数据库中提取了日本278家急性护理医院的3813492例住院病例(2008年至2012年每年7月至12月的患者)。
我们通过拟合逻辑回归模型估计住院死亡概率,并使用c指数评估模型性能。每年通过计算观察到的死亡人数与预期死亡人数的比率获得HSMR。分析了HSMR趋势,包括由Charlson合并症指数定义的合并症亚组的趋势。
HSMR模型的c指数值为0.871。HSMR随时间呈持续下降趋势;从2008年的110.3降至2012年的91.5,下降了18.8%。严重合并症组的HSMR没有下降,而轻度合并症组观察到下降趋势。
我们的模型在没有详细临床数据的情况下表现出优异的区分能力。日本的HSMR呈持续下降趋势,而重症患者中未出现下降趋势。我们的研究表明,在通过HSMR评估医院质量时需要考虑重症患者。