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如何发现不会因节省医疗成本而危及质量的医院?一种使用 SBM 分析的 DEA 方法。

How to detect hospitals where quality would not be jeopardized by health cost savings? A methodological approach using DEA with SBM analysis.

机构信息

Universidad de Jaén, Faculty of Social Sciences and Law, Edif.D-3, Desp. 265, Campus Las Lagunillas, 23071 Jaén, Spain.

Universidad de Las Palmas de Gran Canaria, Faculty of Economics, Business and Tourism. D.2.13, 35017 Las Palmas de Gran Canaria, Spain.

出版信息

Health Policy. 2022 Oct;126(10):1069-1074. doi: 10.1016/j.healthpol.2022.07.010. Epub 2022 Jul 28.

DOI:10.1016/j.healthpol.2022.07.010
PMID:35927090
Abstract

BACKGROUND

In Spain the health care cuts have been the norm after the international economic crisis. The aim of this study is fourfold: (1) to measure hospital performance analysing two different perspectives: technical efficiency and quality; (2) to determine how technically efficient hospitals operate when faced with undesirable production; (3) to determine whether a potential trade-off between efficiency and quality exists or not; and (4) to propose a methodology to detect which hospitals could reduce their running costs without jeopardizing the quality of the services provided. Budget cutbacks imposed in Spain should focus solely on these hospitals, unless an increase in undesirable production is considered acceptable.

METHODS

In this paper a SBM (slacks-based measure) of efficiency model is employed incorporating undesirable outputs using the case-mix adjusted deaths of patients. The study is carried out using information from 232 general hospitals in Spain.

FINDINGS

We find four different groups of hospitals based on the relationship between efficiency and undesirable outputs.

CONCLUSION

We show that undesirable outputs affect the measurement of technical efficiency, proposing a tool that allows the identification of hospitals where efficiency can be increased, that is, where budget cuts and/or more production outputs can be implemented without necessarily increasing the undesirable output.

摘要

背景

在国际经济危机之后,削减医疗保健费用已成西班牙的常态。本研究旨在实现以下四个目标:(1)从技术效率和质量两个不同角度来衡量医院绩效;(2)确定在面临不良生产时,技术上有效的医院如何运作;(3)确定效率和质量之间是否存在潜在的权衡关系;(4)提出一种方法来确定哪些医院可以在不影响提供服务质量的情况下降低运营成本。西班牙的预算削减应仅针对这些医院,除非不良生产的增加被认为是可以接受的。

方法

本文采用了一种基于松弛的效率模型(SBM),使用病例组合调整后的患者死亡人数来纳入不良产出。该研究使用了来自西班牙 232 家综合医院的信息。

发现

我们根据效率和不良产出之间的关系,发现了四类不同的医院。

结论

我们表明不良产出会影响技术效率的衡量,提出了一种工具,可以识别出可以提高效率的医院,也就是说,可以在不增加不良产出的情况下,实施预算削减和/或增加更多的生产产出。

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Approach in inputs & outputs selection of Data Envelopment Analysis (DEA) efficiency measurement in hospitals: A systematic review.医院数据包络分析(DEA)效率测量的投入和产出选择方法:系统评价。
PLoS One. 2024 Aug 14;19(8):e0293694. doi: 10.1371/journal.pone.0293694. eCollection 2024.