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Accessibility and site suitability for healthcare services using GIS-based hybrid decision-making approach: a study in Murshidabad, India
Healthcare accessibility and site suitability analysis is an elongated and complex task that requires evaluation of different decision factors. The main objective of the present study was to develop a hybrid decision-making approach with geographic information systems to integrate spatial and non-sp...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Singapore
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7211563/ http://dx.doi.org/10.1007/s41324-020-00330-0 |
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author | Parvin, Farhana Ali, Sk Ajim Hashmi, S. Najmul Islam Khatoon, Aaisha |
author_facet | Parvin, Farhana Ali, Sk Ajim Hashmi, S. Najmul Islam Khatoon, Aaisha |
author_sort | Parvin, Farhana |
collection | PubMed |
description | Healthcare accessibility and site suitability analysis is an elongated and complex task that requires evaluation of different decision factors. The main objective of the present study was to develop a hybrid decision-making approach with geographic information systems to integrate spatial and non-spatial data to form a weighted result. This study involved three-tier analyses for assessing accessibility and selecting suitable sites for healthcare facilities, and analysing shortest-path network. The first tier of analysis stressed the spatial distance, density and proximity from existing healthcare to find more deprived and inaccessible areas in term of healthcare facilities. The result revealed that spatial discrepancy exists in the study area in term of access to healthcare facilities and for achieving equal healthcare access, it is essential to propose new plans. Thus, require finding suitable sites for put forward new healthcare service, which was highlighted in the second tier of analysis based on land use land cover, distancing to road and rail, proximity to residential areas, and weighted overlay of accessibility as decision factors. Finally, in the third tier of analysis, the most suitable site among the proposed healthcare was identified using the technique for order of preference by similarity to ideal solution. The road network analysis was also performed in this study to determine the shortest and fastest route from these healthcare facilities to connect with district medical hospital. The present study found some suitable sites throughout the district on inaccessible zones where people are deprived from better healthcare facilities. This attempt will highly helpful for preparing a spatial decision support system which assists the health authorities regarding the healthcare services in inaccessible, underprivileged, and rural areas. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s41324-020-00330-0) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-7211563 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Springer Singapore |
record_format | MEDLINE/PubMed |
spelling | pubmed-72115632020-05-11 Accessibility and site suitability for healthcare services using GIS-based hybrid decision-making approach: a study in Murshidabad, India Parvin, Farhana Ali, Sk Ajim Hashmi, S. Najmul Islam Khatoon, Aaisha Spat. Inf. Res. Article Healthcare accessibility and site suitability analysis is an elongated and complex task that requires evaluation of different decision factors. The main objective of the present study was to develop a hybrid decision-making approach with geographic information systems to integrate spatial and non-spatial data to form a weighted result. This study involved three-tier analyses for assessing accessibility and selecting suitable sites for healthcare facilities, and analysing shortest-path network. The first tier of analysis stressed the spatial distance, density and proximity from existing healthcare to find more deprived and inaccessible areas in term of healthcare facilities. The result revealed that spatial discrepancy exists in the study area in term of access to healthcare facilities and for achieving equal healthcare access, it is essential to propose new plans. Thus, require finding suitable sites for put forward new healthcare service, which was highlighted in the second tier of analysis based on land use land cover, distancing to road and rail, proximity to residential areas, and weighted overlay of accessibility as decision factors. Finally, in the third tier of analysis, the most suitable site among the proposed healthcare was identified using the technique for order of preference by similarity to ideal solution. The road network analysis was also performed in this study to determine the shortest and fastest route from these healthcare facilities to connect with district medical hospital. The present study found some suitable sites throughout the district on inaccessible zones where people are deprived from better healthcare facilities. This attempt will highly helpful for preparing a spatial decision support system which assists the health authorities regarding the healthcare services in inaccessible, underprivileged, and rural areas. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s41324-020-00330-0) contains supplementary material, which is available to authorized users. Springer Singapore 2020-05-11 2021 /pmc/articles/PMC7211563/ http://dx.doi.org/10.1007/s41324-020-00330-0 Text en © Korean Spatial Information Society 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Article Parvin, Farhana Ali, Sk Ajim Hashmi, S. Najmul Islam Khatoon, Aaisha Accessibility and site suitability for healthcare services using GIS-based hybrid decision-making approach: a study in Murshidabad, India |
title | Accessibility and site suitability for healthcare services using GIS-based hybrid decision-making approach: a study in Murshidabad, India |
title_full | Accessibility and site suitability for healthcare services using GIS-based hybrid decision-making approach: a study in Murshidabad, India |
title_fullStr | Accessibility and site suitability for healthcare services using GIS-based hybrid decision-making approach: a study in Murshidabad, India |
title_full_unstemmed | Accessibility and site suitability for healthcare services using GIS-based hybrid decision-making approach: a study in Murshidabad, India |
title_short | Accessibility and site suitability for healthcare services using GIS-based hybrid decision-making approach: a study in Murshidabad, India |
title_sort | accessibility and site suitability for healthcare services using gis-based hybrid decision-making approach: a study in murshidabad, india |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7211563/ http://dx.doi.org/10.1007/s41324-020-00330-0 |
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