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Geospatial Disparities and the Underlying Causes of Major Cancers for Women in Taiwan
Some specific types of cancer still pose a severe threat to the health of Taiwanese women. This study focuses on determining the geographical locations of hot spots and causal factors related to the major categories of cancers in Taiwanese women. Cancer mortality data from 1972 to 2001 of 346 townsh...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4078537/ https://www.ncbi.nlm.nih.gov/pubmed/24865397 http://dx.doi.org/10.3390/ijerph110605613 |
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author | Chiang, Chi-Ting Lian, Ie-Bin Chang, Ying-Fang Chang, Tsun-Kuo |
author_facet | Chiang, Chi-Ting Lian, Ie-Bin Chang, Ying-Fang Chang, Tsun-Kuo |
author_sort | Chiang, Chi-Ting |
collection | PubMed |
description | Some specific types of cancer still pose a severe threat to the health of Taiwanese women. This study focuses on determining the geographical locations of hot spots and causal factors related to the major categories of cancers in Taiwanese women. Cancer mortality data from 1972 to 2001 of 346 townships in Taiwan were obtained from the Atlas of Cancer Mortality. Principal component analysis was conducted to determine the primary categories of female cancers. The spatial patterns of hot spots and cold spots for each major cancer category were identified using the local indicator of spatial association. Finally, the regional differences between the hot spots and cold spots were compared to confirm the possible factors causing cancer throughout Taiwan. A total of 21 cancer types in women were divided into seven major categories, which accounted for 68.0% of the total variance. The results from the spatial autocorrelation analysis showed significant spatial clusters of the cancer categories. Based on the overall consistency of results between this study and those of previous research, this study further identified the high-risk locations and some specific risk factors for major cancer types among Taiwanese women. |
format | Online Article Text |
id | pubmed-4078537 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-40785372014-07-02 Geospatial Disparities and the Underlying Causes of Major Cancers for Women in Taiwan Chiang, Chi-Ting Lian, Ie-Bin Chang, Ying-Fang Chang, Tsun-Kuo Int J Environ Res Public Health Article Some specific types of cancer still pose a severe threat to the health of Taiwanese women. This study focuses on determining the geographical locations of hot spots and causal factors related to the major categories of cancers in Taiwanese women. Cancer mortality data from 1972 to 2001 of 346 townships in Taiwan were obtained from the Atlas of Cancer Mortality. Principal component analysis was conducted to determine the primary categories of female cancers. The spatial patterns of hot spots and cold spots for each major cancer category were identified using the local indicator of spatial association. Finally, the regional differences between the hot spots and cold spots were compared to confirm the possible factors causing cancer throughout Taiwan. A total of 21 cancer types in women were divided into seven major categories, which accounted for 68.0% of the total variance. The results from the spatial autocorrelation analysis showed significant spatial clusters of the cancer categories. Based on the overall consistency of results between this study and those of previous research, this study further identified the high-risk locations and some specific risk factors for major cancer types among Taiwanese women. MDPI 2014-05-26 2014-06 /pmc/articles/PMC4078537/ /pubmed/24865397 http://dx.doi.org/10.3390/ijerph110605613 Text en © 2014 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 license (http://creativecommons.org/licenses/by/3.0/). |
spellingShingle | Article Chiang, Chi-Ting Lian, Ie-Bin Chang, Ying-Fang Chang, Tsun-Kuo Geospatial Disparities and the Underlying Causes of Major Cancers for Women in Taiwan |
title | Geospatial Disparities and the Underlying Causes of Major Cancers for Women in Taiwan |
title_full | Geospatial Disparities and the Underlying Causes of Major Cancers for Women in Taiwan |
title_fullStr | Geospatial Disparities and the Underlying Causes of Major Cancers for Women in Taiwan |
title_full_unstemmed | Geospatial Disparities and the Underlying Causes of Major Cancers for Women in Taiwan |
title_short | Geospatial Disparities and the Underlying Causes of Major Cancers for Women in Taiwan |
title_sort | geospatial disparities and the underlying causes of major cancers for women in taiwan |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4078537/ https://www.ncbi.nlm.nih.gov/pubmed/24865397 http://dx.doi.org/10.3390/ijerph110605613 |
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