Analysis of impact of geographic characteristics on suicide rate and visualization of result with Geographic Information System

Mayumi Oka, Takafumi Kubota, Hiroe Tsubaki, Keita Yamauchi

Research output: Contribution to journalArticle

6 Citations (Scopus)

Abstract

Aim The aim of our study was to understand the geographic characteristics of Japanese communities and the impact of these characteristics on suicide rates. Methods We calculated the standardized mortality ratio from suicide statistics of 3318 municipalities from 1972 to 2002. Correlation analysis, multi-regression analysis and generalized additive model were used to find the relation between topographic and climatic variables and suicide rate. We visualized the relation between geographic characteristics and suicide rate on the map of Wakayama Prefecture, using the Geographic Information System. Results Our study showed that the geographic characteristics of each community are related with its suicide rate. The strongest factor among the geographic characteristics to increase the suicide rate was the slope of the habitable land. Conclusions It is necessary to take the characteristics of each community into consideration when we work out measures of suicide prevention. Visualization of the findings on the local map should be helpful to promote understanding of problems and to share the information among various parties in charge of suicide prevention.

Original languageEnglish
Pages (from-to)375-382
Number of pages8
JournalPsychiatry and Clinical Neurosciences
Volume69
Issue number6
DOIs
Publication statusPublished - 2015 Jun 1

Fingerprint

Geographic Information Systems
Suicide
Geography
Regression Analysis
Mortality

Keywords

  • community
  • geographic characteristics
  • protective factors for suicide
  • risk factors for suicide
  • suicide

ASJC Scopus subject areas

  • Clinical Neurology
  • Neurology
  • Psychiatry and Mental health
  • Neuroscience(all)

Cite this

Analysis of impact of geographic characteristics on suicide rate and visualization of result with Geographic Information System. / Oka, Mayumi; Kubota, Takafumi; Tsubaki, Hiroe; Yamauchi, Keita.

In: Psychiatry and Clinical Neurosciences, Vol. 69, No. 6, 01.06.2015, p. 375-382.

Research output: Contribution to journalArticle

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