Improvements in Evaluating Grids for Basic Living Infrastructure: The Case of Gwangjin District in Seoul, South Korea

dc.contributor.authorKang, Wooseok
dc.contributor.authorPark, Narang
dc.contributor.authorHeo, Wookjae
dc.description.abstractThe purpose of this study was to analyze the current status and needs of infrastructure for basic life in Gwangjin district in Seoul, South Korea. In this study, we examined whether the national minimum standard was satisfied in terms of the infrastructure for basic life in the district. Specifically, we employed and compared the empirical utilities of two types of geographic datasets, 100-square-meter grids and 500-square-meter grids. The study compares the prediction accuracy between two types of geographic datasets by employing multivariate linear estimation using influential factors. The evaluation methods for prediction accuracy were to compare the root mean of squared error (RMSE) and mean of absolute error (MAE) from each dataset. The results were as follows: (a) the dataset with 100-square-meter grids showed more significant associations among influential factors and the infrastructure than the dataset with 500-square-meter grids; (b) the 100-square-meter grids showed better prediction accuracy compared with the 500-square-meter grids; and (c) in terms of basic level local government, it was more powerful to use the datasets with 100-square-meter grids for finding blind sides of infrastructure than the datasets with 500-square-meter grids. The results imply that it is necessary to adjust urban policy by using appropriate datasets, such as 100-square-meter grids.
dc.description.departmentFamily and Consumer Sciences
dc.format.extent14 pages
dc.format.medium1 file (.pdf)
dc.identifier.citationKang, W., Park, N., & Heo, W. (2021). Improvements in evaluating grids for basic living infrastructure: The case of Gwangjin District in Seoul, South Korea. Social Sciences, 10(1), pp. 1-14.
dc.publisherMultidisciplinary Digital Publishing Institute
dc.rights.holder© 2021 by the authors.
dc.rights.licenseThis work is licensed under a Creative Commons Attribution 4.0 International License.
dc.sourceSocial Sciences, 2021, Vol. 10, No. 1, pp. 1-14.
dc.subjectbasic living infrastructure
dc.subjectpopulation grid
dc.subjectregression analysis
dc.subjectland use area
dc.subjectFamily and Consumer Sciences
dc.titleImprovements in Evaluating Grids for Basic Living Infrastructure: The Case of Gwangjin District in Seoul, South Korea


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