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Differences in Spontaneous Intracerebral Hemorrhage Cases between Urban and Rural Regions of Taiwan: Big Data Analytics of Government Open Data

This study evaluated the differences in spontaneous intracerebral hemorrhage (sICH) between rural and urban areas of Taiwan with big data analysis. We used big data analytics and visualization tools to examine government open data, which included the residents’ health medical administrative data, ec...

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Autores principales: Ting, Hsien-Wei, Chien, Ting-Ying, Lai, K. Robert, Pan, Ren-Hao, Wu, Kuan-Hsien, Chen, Jun-Min, Chan, Chien-Lung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5750966/
https://www.ncbi.nlm.nih.gov/pubmed/29232864
http://dx.doi.org/10.3390/ijerph14121548
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author Ting, Hsien-Wei
Chien, Ting-Ying
Lai, K. Robert
Pan, Ren-Hao
Wu, Kuan-Hsien
Chen, Jun-Min
Chan, Chien-Lung
author_facet Ting, Hsien-Wei
Chien, Ting-Ying
Lai, K. Robert
Pan, Ren-Hao
Wu, Kuan-Hsien
Chen, Jun-Min
Chan, Chien-Lung
author_sort Ting, Hsien-Wei
collection PubMed
description This study evaluated the differences in spontaneous intracerebral hemorrhage (sICH) between rural and urban areas of Taiwan with big data analysis. We used big data analytics and visualization tools to examine government open data, which included the residents’ health medical administrative data, economic status, educational status, and relevant information. The study subjects included sICH patients of Taipei region (29,741 cases) and Eastern Taiwan (4565 cases). The incidence of sICH per 100,000 population per year in Eastern Taiwan (71.3 cases) was significantly higher than that of the Taipei region (42.3 cases). The mean coverage area per hospital in Eastern Taiwan (452.4 km(2)) was significantly larger than the Taipei region (24 km(2)). The residents educational level in the Taipei region was significantly higher than that in Eastern Taiwan. The mean hospital length of stay in the Taipei region (17.9 days) was significantly greater than that in Eastern Taiwan (16.3 days) (p < 0.001). There were no significant differences in other medical profiles between two areas. Distance and educational barriers were two possible reasons for the higher incidence of sICH in the rural area of Eastern Taiwan. Further studies are necessary in order to understand these phenomena in greater depth.
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spelling pubmed-57509662018-01-10 Differences in Spontaneous Intracerebral Hemorrhage Cases between Urban and Rural Regions of Taiwan: Big Data Analytics of Government Open Data Ting, Hsien-Wei Chien, Ting-Ying Lai, K. Robert Pan, Ren-Hao Wu, Kuan-Hsien Chen, Jun-Min Chan, Chien-Lung Int J Environ Res Public Health Article This study evaluated the differences in spontaneous intracerebral hemorrhage (sICH) between rural and urban areas of Taiwan with big data analysis. We used big data analytics and visualization tools to examine government open data, which included the residents’ health medical administrative data, economic status, educational status, and relevant information. The study subjects included sICH patients of Taipei region (29,741 cases) and Eastern Taiwan (4565 cases). The incidence of sICH per 100,000 population per year in Eastern Taiwan (71.3 cases) was significantly higher than that of the Taipei region (42.3 cases). The mean coverage area per hospital in Eastern Taiwan (452.4 km(2)) was significantly larger than the Taipei region (24 km(2)). The residents educational level in the Taipei region was significantly higher than that in Eastern Taiwan. The mean hospital length of stay in the Taipei region (17.9 days) was significantly greater than that in Eastern Taiwan (16.3 days) (p < 0.001). There were no significant differences in other medical profiles between two areas. Distance and educational barriers were two possible reasons for the higher incidence of sICH in the rural area of Eastern Taiwan. Further studies are necessary in order to understand these phenomena in greater depth. MDPI 2017-12-10 2017-12 /pmc/articles/PMC5750966/ /pubmed/29232864 http://dx.doi.org/10.3390/ijerph14121548 Text en © 2017 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Ting, Hsien-Wei
Chien, Ting-Ying
Lai, K. Robert
Pan, Ren-Hao
Wu, Kuan-Hsien
Chen, Jun-Min
Chan, Chien-Lung
Differences in Spontaneous Intracerebral Hemorrhage Cases between Urban and Rural Regions of Taiwan: Big Data Analytics of Government Open Data
title Differences in Spontaneous Intracerebral Hemorrhage Cases between Urban and Rural Regions of Taiwan: Big Data Analytics of Government Open Data
title_full Differences in Spontaneous Intracerebral Hemorrhage Cases between Urban and Rural Regions of Taiwan: Big Data Analytics of Government Open Data
title_fullStr Differences in Spontaneous Intracerebral Hemorrhage Cases between Urban and Rural Regions of Taiwan: Big Data Analytics of Government Open Data
title_full_unstemmed Differences in Spontaneous Intracerebral Hemorrhage Cases between Urban and Rural Regions of Taiwan: Big Data Analytics of Government Open Data
title_short Differences in Spontaneous Intracerebral Hemorrhage Cases between Urban and Rural Regions of Taiwan: Big Data Analytics of Government Open Data
title_sort differences in spontaneous intracerebral hemorrhage cases between urban and rural regions of taiwan: big data analytics of government open data
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5750966/
https://www.ncbi.nlm.nih.gov/pubmed/29232864
http://dx.doi.org/10.3390/ijerph14121548
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