TY - JOUR
T1 - Spatial clustering properties in the temporal variation of suicide rates/numbers among Japanese citizens
T2 - A comprehensive comparison and discussion
AU - Tomita, Makoto
AU - Kubota, Takafumi
AU - Ishioka, Fumio
N1 - Publisher Copyright:
© 2015 Tomita et al. 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 credited.
PY - 2015/7/10
Y1 - 2015/7/10
N2 - 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-byperiod 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.
AB - 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-byperiod 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.
UR - http://www.scopus.com/inward/record.url?scp=84940511798&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84940511798&partnerID=8YFLogxK
U2 - 10.1371/journal.pone.0127358
DO - 10.1371/journal.pone.0127358
M3 - Review article
C2 - 26161651
AN - SCOPUS:84940511798
SN - 1932-6203
VL - 10
JO - PLoS One
JF - PLoS One
IS - 7
M1 - 0127358
ER -