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[西班牙国家卫生服务体系中医院的技术效率分析]

[Analysis of the technical efficiency of hospitals in the Spanish National Health Service].

作者信息

Pérez-Romero Carmen, Ortega-Díaz M Isabel, Ocaña-Riola Ricardo, Martín-Martín José Jesús

机构信息

Escuela Andaluza de Salud Pública, Granada, España.

Departamento de Economía, Universidad de Jaén, Jaén, España.

出版信息

Gac Sanit. 2017 Mar-Apr;31(2):108-115. doi: 10.1016/j.gaceta.2016.10.007. Epub 2016 Dec 30.

Abstract

OBJECTIVE

To analyse the technical efficiency and productivity of general hospitals in the Spanish National Health Service (NHS) (2010-2012) and identify explanatory hospital and regional variables.

METHODS

230 NHS hospitals were analysed by data envelopment analysis for overall, technical and scale efficiency, and Malmquist index. The robustness of the analysis is contrasted with alternative input-output models. A fixed effects multilevel cross-sectional linear model was used to analyse the explanatory efficiency variables.

RESULTS

The average rate of overall technical efficiency (OTE) was 0.736 in 2012; there was considerable variability by region. Malmquist index (2010-2012) is 1.013. A 23% variability in OTE is attributable to the region in question. Statistically significant exogenous variables (residents per 100 physicians, aging index, average annual income per household, essential public service expenditure and public health expenditure per capita) explain 42% of the OTE variability between hospitals and 64% between regions. The number of residents showed a statistically significant relationship. As regards regions, there is a statistically significant direct linear association between OTE and annual income per capita and essential public service expenditure, and an indirect association with the aging index and annual public health expenditure per capita.

DISCUSSION

The significant room for improvement in the efficiency of hospitals is conditioned by region-specific characteristics, specifically aging, wealth and the public expenditure policies of each one.

摘要

目的

分析西班牙国家卫生服务体系(NHS)(2010 - 2012年)中综合医院的技术效率和生产率,并确定解释性的医院及地区变量。

方法

采用数据包络分析对230家NHS医院的整体效率、技术效率和规模效率以及Malmquist指数进行分析。通过替代投入产出模型对比分析的稳健性。使用固定效应多水平横截面线性模型分析解释效率变量。

结果

2012年整体技术效率(OTE)平均率为0.736;各地区存在显著差异。Malmquist指数(2010 - 2012年)为1.013。OTE的23%的差异可归因于相关地区。具有统计学意义的外生变量(每100名医生的居民数、老龄化指数、每户平均年收入、基本公共服务支出和人均公共卫生支出)解释了医院间OTE差异的42%以及地区间差异的64%。居民数量显示出统计学上的显著关系。在地区方面,OTE与人均年收入和基本公共服务支出之间存在统计学上的显著直接线性关联,与老龄化指数和人均年度公共卫生支出之间存在间接关联。

讨论

医院效率存在显著的改进空间,这受到特定地区特征的制约,特别是老龄化、财富状况以及每个地区的公共支出政策。

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