Efficiency Analysis of Regional Health Care Resources using Data Envelopment Analysis

Gyeong-min Kim, Minjeong Jo, Soo-Kyoung Lee, Jinhyun Ahn
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Abstract

Healthcare is becoming more important as people live longer due to advances in medical technology. However, due to population density and migration differences, the number of healthcare organizations in different regions varies, resulting in interregional differences between hospitals, medical facilities, and healthcare support levels, which result in disparities in hospital access and equality of healthcare resource utilization. To investigate interregional disparities between hospital access and healthcare resource utilization, relative efficiencies were analyzed using data envelopment analysis (DEA). When data from 2017 to 2020 were analyzed, including the number of beds and stops as input variables, the efficiency of healthcare resources in Seoul decreased to '1.00->0.92' and in Busan to '1.00->0.8'. In addition, healthcare efficiency in Incheon decreased to '1.00->0.95', in Gwangju to '1.00->0.88', and in Daegu to '1.00->0.75'. This study reveals public service disparities between regions and, in particular, shows that accessibility importantly contributes to healthcare resource efficiency. In addition, it demonstrates the need to consider healthcare accessibility in future urban development plans to promote the efficiency of healthcare resources.
利用数据包络分析法对地区医疗资源进行效率分析
随着医疗技术的发展,人们的寿命越来越长,医疗保健也变得越来越重要。然而,由于人口密度和迁移差异,不同地区的医疗机构数量不尽相同,导致医院、医疗设施和医疗支持水平的地区间差异,从而造成医院就诊机会的差异和医疗资源利用的平等。为了研究地区间医院准入和医疗资源利用的差异,采用数据包络分析法(DEA)对相对效率进行了分析。在分析 2017 年至 2020 年的数据时,将床位数和停诊次数作为输入变量,首尔的医疗资源效率下降到 "1.00->0.92",釜山的医疗资源效率下降到 "1.00->0.8"。此外,仁川市的医疗效率降至 "1.00->0.95",光州市降至 "1.00->0.88",大邱市降至 "1.00->0.75"。这项研究揭示了地区间公共服务的差异,特别是显示了可及性对医疗资源效率的重要贡献。此外,它还表明在未来的城市发展规划中需要考虑医疗服务的可及性,以提高医疗资源的效率。
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