Assessing service availability and accessibility of healthcare facilities in Indonesia: A spatially-informed correspondence analysis with visual approach

IF 1.4 Q3 OPERATIONS RESEARCH & MANAGEMENT SCIENCE
R. Arisanti, R. Pontoh, S. Winarni, Silvani Dewi Nura Aini
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Abstract

A nation's health status can be determined by the availability of healthcare services, which is a crucial part of human life. Since 2011, health facilities in Indonesia have been acknowledged as an important health indicator. This study uses correspondence analysis and spatial visualization to look at the primary healthcare facilities in each region of Indonesia. The analysis makes use of information from Indonesia's province-level data on the number of Regions with health facilities in 2021, along with six different types of medical facilities: hospitals, maternity hospitals, polyclinics, health centers, sub-district health centers, and pharmacies. To show the spread of medical facilities in Indonesia, a spatial representation is also produced. In comparison to provinces on other islands, the analysis reveals that the provinces on Java Island have a more varied and adequate distribution of healthcare facilities. Health facilities on other islands' provinces, however, are only focused on public health and sub-district public health. The spatial representation gives a clear picture of the distribution of medical services and draws attention to the distinctions across Indonesia's regions and islands. The geographical visualization offers a thorough perspective of the distribution of health care facilities, and this study delivers insightful information about how health care facilities are distributed in Indonesia. Future research and policy decisions targeted at enhancing Indonesia's healthcare system can be informed by these findings.
评估印度尼西亚医疗保健设施的服务可用性和可及性:采用视觉方法进行空间知情对应分析
一个国家的健康状况可以通过医疗保健服务的可用性来确定,这是人类生活的重要组成部分。自2011年以来,印度尼西亚的卫生设施被认为是一项重要的健康指标。本研究使用对应分析和空间可视化来查看印度尼西亚每个地区的初级卫生保健设施。该分析利用了印度尼西亚关于2021年拥有卫生设施的省一级数据的信息,以及六种不同类型的医疗设施:医院、妇产医院、综合诊所、保健中心、街道保健中心和药房。为了显示印度尼西亚医疗设施的分布,还制作了空间表示。与其他岛屿的省份相比,分析显示,爪哇岛各省的保健设施分布更加多样化和充分。然而,其他岛屿省份的卫生设施只注重公共卫生和分区公共卫生。空间表示清晰地展示了医疗服务的分布情况,并提请注意印度尼西亚各地区和岛屿之间的差异。地理可视化提供了卫生保健设施分布的全面视角,本研究提供了有关印度尼西亚卫生保健设施分布的深刻信息。这些发现可以为未来旨在加强印度尼西亚卫生保健系统的研究和政策决定提供信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Decision Science Letters
Decision Science Letters Decision Sciences-Decision Sciences (all)
CiteScore
3.40
自引率
5.30%
发文量
49
审稿时长
20 weeks
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