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Spatial Clustering Properties in the Temporal Variation of Suicide Rates/Numbers among Japanese Citizens: A Comprehensive Comparison and Discussion
OBJECTIVE: The number of suicides in Japan has remained high for many years. To effectively resolve this problem, firm understanding of the statistical data is required. Using a large quantity of wide-ranging data on Japanese citizens, the purpose of this study was to analyze the geographical cluste...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4498741/ https://www.ncbi.nlm.nih.gov/pubmed/26161651 http://dx.doi.org/10.1371/journal.pone.0127358 |
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author | Tomita, Makoto Kubota, Takafumi Ishioka, Fumio |
author_facet | Tomita, Makoto Kubota, Takafumi Ishioka, Fumio |
author_sort | Tomita, Makoto |
collection | PubMed |
description | OBJECTIVE: The number of suicides in Japan has remained high for many years. To effectively resolve this problem, firm understanding of the statistical data is required. Using a large quantity of wide-ranging data on Japanese citizens, the purpose of this study was to analyze the geographical clustering properties of suicides and how suicide rates have evolved over time, and to observe detailed patterns and trends in a variety of geographic regions. METHODS: Using adjacency data from 2008, the spatial and temporal/spatial clustering structure of geographic statistics on suicides were clarified. Echelon scans were performed to identify regions with the highest-likelihood ratio of suicide as the most likely suicide clusters. RESULTS: In contrast to results obtained using temporal/spatial analysis, the results of a period-by-period breakdown of evolving suicide rates demonstrated that suicides among men increased particularly rapidly during 1988–1992, 1993–1997, and 1998–2002 in certain cluster regions located near major metropolitan areas. For women, results identified cluster regions near major metropolitan areas in 1993–1997, 1998–2002, and 2003–2007. CONCLUSIONS: For both men and women, the cluster regions identified are located primarily near major metropolitan areas, such as greater Tokyo and Osaka. |
format | Online Article Text |
id | pubmed-4498741 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-44987412015-07-17 Spatial Clustering Properties in the Temporal Variation of Suicide Rates/Numbers among Japanese Citizens: A Comprehensive Comparison and Discussion Tomita, Makoto Kubota, Takafumi Ishioka, Fumio PLoS One Research Article OBJECTIVE: The number of suicides in Japan has remained high for many years. To effectively resolve this problem, firm understanding of the statistical data is required. Using a large quantity of wide-ranging data on Japanese citizens, the purpose of this study was to analyze the geographical clustering properties of suicides and how suicide rates have evolved over time, and to observe detailed patterns and trends in a variety of geographic regions. METHODS: Using adjacency data from 2008, the spatial and temporal/spatial clustering structure of geographic statistics on suicides were clarified. Echelon scans were performed to identify regions with the highest-likelihood ratio of suicide as the most likely suicide clusters. RESULTS: In contrast to results obtained using temporal/spatial analysis, the results of a period-by-period breakdown of evolving suicide rates demonstrated that suicides among men increased particularly rapidly during 1988–1992, 1993–1997, and 1998–2002 in certain cluster regions located near major metropolitan areas. For women, results identified cluster regions near major metropolitan areas in 1993–1997, 1998–2002, and 2003–2007. CONCLUSIONS: For both men and women, the cluster regions identified are located primarily near major metropolitan areas, such as greater Tokyo and Osaka. Public Library of Science 2015-07-10 /pmc/articles/PMC4498741/ /pubmed/26161651 http://dx.doi.org/10.1371/journal.pone.0127358 Text en © 2015 Tomita et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Tomita, Makoto Kubota, Takafumi Ishioka, Fumio Spatial Clustering Properties in the Temporal Variation of Suicide Rates/Numbers among Japanese Citizens: A Comprehensive Comparison and Discussion |
title | Spatial Clustering Properties in the Temporal Variation of Suicide Rates/Numbers among Japanese Citizens: A Comprehensive Comparison and Discussion |
title_full | Spatial Clustering Properties in the Temporal Variation of Suicide Rates/Numbers among Japanese Citizens: A Comprehensive Comparison and Discussion |
title_fullStr | Spatial Clustering Properties in the Temporal Variation of Suicide Rates/Numbers among Japanese Citizens: A Comprehensive Comparison and Discussion |
title_full_unstemmed | Spatial Clustering Properties in the Temporal Variation of Suicide Rates/Numbers among Japanese Citizens: A Comprehensive Comparison and Discussion |
title_short | Spatial Clustering Properties in the Temporal Variation of Suicide Rates/Numbers among Japanese Citizens: A Comprehensive Comparison and Discussion |
title_sort | spatial clustering properties in the temporal variation of suicide rates/numbers among japanese citizens: a comprehensive comparison and discussion |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4498741/ https://www.ncbi.nlm.nih.gov/pubmed/26161651 http://dx.doi.org/10.1371/journal.pone.0127358 |
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