Gutacker Nils, Bloor Karen, Cookson Richard, Garcia-Armesto Sandra, Bernal-Delgado Enrique
1 Centre for Health Economics, University of York, England, UK.
2 Department of Health Sciences, University of York, England, UK
Eur J Public Health. 2015 Feb;25 Suppl 1:28-34. doi: 10.1093/eurpub/cku228.
To assess the feasibility, strengths and weaknesses of using administrative data to compare hospital performance across countries, using mortality after coronary artery bypass graft (CABG) surgery as an illustrative example.
Country specific and pooled models using individual-level data and logistic regression methods assess individual hospital performance using funnel plots accounting for multiple testing. Outcomes are adjusted for age, sex, comorbidities and indicators of patient severity. Data includes patients from all publicly funded hospitals delivering CABG surgery in England and Spain. Inpatient hospital-level standardized mortality rates within 30 days of CABG surgery are calculated for 83 999 CABG patients between 2007 and 2009.
Unadjusted national mortality rates are 5% in Spain and 2.3% in England. Country-specific models identified similar patterns of excess mortality 'alerts' and 'alarms' in hospitals in Spain or England. Pooling data from both countries identifies larger numbers of alerts and alarms in Spanish hospitals, and risk-adjustment increased the already large national mortality difference. This was reduced but not eliminated by accounting for lower volume in Spanish hospitals.
Cross-national comparisons potentially add value by providing international performance benchmarks. Hospital-level analysis across countries can illuminate differences in hospital performance, which might not be identified using country-specific data or incomplete registry data, and can test hypotheses that may explain national differences. Difficulties of making data comparable between countries, however, compound the usual within-country measurement problems.
以冠状动脉旁路移植术(CABG)后的死亡率为例,评估利用行政数据比较各国医院绩效的可行性、优点和缺点。
使用个体层面数据的特定国家模型和汇总模型以及逻辑回归方法,采用考虑多重检验的漏斗图评估各个医院的绩效。对年龄、性别、合并症和患者严重程度指标进行结果调整。数据包括英格兰和西班牙所有提供CABG手术的公立资助医院的患者。计算了2007年至2009年间83999例CABG患者在CABG手术后30天内的住院医院层面标准化死亡率。
未经调整的西班牙全国死亡率为5%,英格兰为2.3%。特定国家模型在西班牙或英格兰的医院中发现了类似的超额死亡率“警示”和“警报”模式。汇总两国的数据发现西班牙医院中有更多的警示和警报,并且风险调整增加了本就很大的国家死亡率差异。通过考虑西班牙医院较低的手术量,这种差异有所减少但并未消除。
跨国比较通过提供国际绩效基准可能会增加价值。各国医院层面的分析可以揭示医院绩效的差异,这些差异可能无法通过特定国家的数据或不完整的登记数据识别出来,并且可以检验可能解释国家差异的假设。然而,使各国数据具有可比性的困难加剧了通常的国内测量问题。