School of Economics, Hefei University of Technology, Hefei, China.
School of Management, Hainan Medical University, Haikou, Hainan, China.
BMJ Open. 2023 Jan 23;13(1):e059013. doi: 10.1136/bmjopen-2021-059013.
Since the new medical reform in 2009, county-level hospitals in China have achieved rapid development, but health resource waste and shortage issues still exist.
We applied the meta-frontier and slacks-based measurement-undesirable data envelopment analysis model to measure the medical service efficiency with or without medical quality constraints of the county-level public general hospitals (CPGHs). The assessment includes four inputs, three desirable outputs and one undesirable output. We conducted the assessment via Max-DEA V.8.19 software. Moreover, we analyse the factors affecting CPGHs' medical service efficiency based on the fractional response model.
A total of 77 sample CPGHs were selected from Shanxi province in China from 2013 to 2018.
The results of this study showed that the efficiency level of county-level public hospitals in Shanxi Province is relatively low overall (the mean value of efficiency is 0.61 without quality constraints and 0.63 under quality constraints). This showed that ignoring medical quality constraints will result in lower efficiency and lower health resource usage for high medical quality hospitals. The medical service efficiency of CPGHs differs greatly among different regions. Under the meta-frontier, the hospitals in the central region had the highest efficiency (efficiency score 0.70), followed by those in the south (efficiency score 0.63) and the hospitals in the north had the lowest efficiency (efficiency score 0.54). Factors that have larger impacts on the service efficiency of county public hospitals are the average length of hospital stay, per capita disposable income and financial subsidy income.
To improve CPGHs' medical service efficiency, the government should increase investment in the northern region, and hospitals should improve the management level and allocate human resources rationally.
自 2009 年新医改以来,中国县级医院得到了快速发展,但仍存在卫生资源浪费和短缺问题。
我们应用了基于超前沿和松弛的非期望数据包络分析模型,在有和没有医疗质量约束的情况下,测量县级公立综合医院(CPGHs)的医疗服务效率。评估包括四个投入、三个期望产出和一个非期望产出。我们使用 Max-DEA V.8.19 软件进行评估。此外,我们还基于分数响应模型分析了影响 CPGHs 医疗服务效率的因素。
本研究共选取了 2013 年至 2018 年期间山西省的 77 家县级公立医院作为样本。
研究结果表明,山西省县级公立医院的效率水平总体较低(无质量约束时的效率平均值为 0.61,有质量约束时为 0.63)。这表明,忽略医疗质量约束会导致高质量医院的效率降低,卫生资源利用率降低。CPGHs 的医疗服务效率在不同地区差异较大。在超前沿下,中部地区医院的效率最高(效率评分为 0.70),其次是南部地区(效率评分为 0.63),北部地区的效率最低(效率评分为 0.54)。对县级公立医院服务效率有较大影响的因素是平均住院天数、人均可支配收入和财政补贴收入。
为了提高 CPGHs 的医疗服务效率,政府应加大对北部地区的投入,医院应提高管理水平,合理配置人力资源。