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Relationship of suicide rates with climate and economic variables in Europe during 2000–2012
BACKGROUND: It is well known that suicidal rates vary considerably among European countries and the reasons for this are unknown, although several theories have been proposed. The effect of economic variables has been extensively studied but not that of climate. METHODS: Data from 29 European countr...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4977895/ https://www.ncbi.nlm.nih.gov/pubmed/27508001 http://dx.doi.org/10.1186/s12991-016-0106-2 |
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author | Fountoulakis, Konstantinos N. Chatzikosta, Isaia Pastiadis, Konstantinos Zanis, Prodromos Kawohl, Wolfram Kerkhof, Ad J. F. M. Navickas, Alvydas Höschl, Cyril Lecic-Tosevski, Dusica Sorel, Eliot Rancans, Elmars Palova, Eva Juckel, Georg Isacsson, Goran Jagodic, Helena Korosec Botezat-Antonescu, Ileana Rybakowski, Janusz Azorin, Jean Michel Cookson, John Waddington, John Pregelj, Peter Demyttenaere, Koen Hranov, Luchezar G. Stevovic, Lidija Injac Pezawas, Lucas Adida, Marc Figuera, Maria Luisa Jakovljević, Miro Vichi, Monica Perugi, Giulio Andreassen, Ole A. Vukovic, Olivera Mavrogiorgou, Paraskevi Varnik, Peeter Dome, Peter Winkler, Petr Salokangas, Raimo K. R. From, Tiina Danileviciute, Vita Gonda, Xenia Rihmer, Zoltan Forsman, Jonas Grady, Anne Hyphantis, Thomas Dieset, Ingrid Soendergaard, Susan Pompili, Maurizio Bech, Per |
author_facet | Fountoulakis, Konstantinos N. Chatzikosta, Isaia Pastiadis, Konstantinos Zanis, Prodromos Kawohl, Wolfram Kerkhof, Ad J. F. M. Navickas, Alvydas Höschl, Cyril Lecic-Tosevski, Dusica Sorel, Eliot Rancans, Elmars Palova, Eva Juckel, Georg Isacsson, Goran Jagodic, Helena Korosec Botezat-Antonescu, Ileana Rybakowski, Janusz Azorin, Jean Michel Cookson, John Waddington, John Pregelj, Peter Demyttenaere, Koen Hranov, Luchezar G. Stevovic, Lidija Injac Pezawas, Lucas Adida, Marc Figuera, Maria Luisa Jakovljević, Miro Vichi, Monica Perugi, Giulio Andreassen, Ole A. Vukovic, Olivera Mavrogiorgou, Paraskevi Varnik, Peeter Dome, Peter Winkler, Petr Salokangas, Raimo K. R. From, Tiina Danileviciute, Vita Gonda, Xenia Rihmer, Zoltan Forsman, Jonas Grady, Anne Hyphantis, Thomas Dieset, Ingrid Soendergaard, Susan Pompili, Maurizio Bech, Per |
author_sort | Fountoulakis, Konstantinos N. |
collection | PubMed |
description | BACKGROUND: It is well known that suicidal rates vary considerably among European countries and the reasons for this are unknown, although several theories have been proposed. The effect of economic variables has been extensively studied but not that of climate. METHODS: Data from 29 European countries covering the years 2000–2012 and concerning male and female standardized suicidal rates (according to WHO), economic variables (according World Bank) and climate variables were gathered. The statistical analysis included cluster and principal component analysis and categorical regression. RESULTS: The derived models explained 62.4 % of the variability of male suicidal rates. Economic variables alone explained 26.9 % and climate variables 37.6 %. For females, the respective figures were 41.7, 11.5 and 28.1 %. Male suicides correlated with high unemployment rate in the frame of high growth rate and high inflation and low GDP per capita, while female suicides correlated negatively with inflation. Both male and female suicides correlated with low temperature. DISCUSSION: The current study reports that the climatic effect (cold climate) is stronger than the economic one, but both are present. It seems that in Europe suicidality follows the climate/temperature cline which interestingly is not from south to north but from south to north-east. This raises concerns that climate change could lead to an increase in suicide rates. The current study is essentially the first successful attempt to explain the differences across countries in Europe; however, it is an observational analysis based on aggregate data and thus there is a lack of control for confounders. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12991-016-0106-2) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4977895 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-49778952016-08-10 Relationship of suicide rates with climate and economic variables in Europe during 2000–2012 Fountoulakis, Konstantinos N. Chatzikosta, Isaia Pastiadis, Konstantinos Zanis, Prodromos Kawohl, Wolfram Kerkhof, Ad J. F. M. Navickas, Alvydas Höschl, Cyril Lecic-Tosevski, Dusica Sorel, Eliot Rancans, Elmars Palova, Eva Juckel, Georg Isacsson, Goran Jagodic, Helena Korosec Botezat-Antonescu, Ileana Rybakowski, Janusz Azorin, Jean Michel Cookson, John Waddington, John Pregelj, Peter Demyttenaere, Koen Hranov, Luchezar G. Stevovic, Lidija Injac Pezawas, Lucas Adida, Marc Figuera, Maria Luisa Jakovljević, Miro Vichi, Monica Perugi, Giulio Andreassen, Ole A. Vukovic, Olivera Mavrogiorgou, Paraskevi Varnik, Peeter Dome, Peter Winkler, Petr Salokangas, Raimo K. R. From, Tiina Danileviciute, Vita Gonda, Xenia Rihmer, Zoltan Forsman, Jonas Grady, Anne Hyphantis, Thomas Dieset, Ingrid Soendergaard, Susan Pompili, Maurizio Bech, Per Ann Gen Psychiatry Primary Research BACKGROUND: It is well known that suicidal rates vary considerably among European countries and the reasons for this are unknown, although several theories have been proposed. The effect of economic variables has been extensively studied but not that of climate. METHODS: Data from 29 European countries covering the years 2000–2012 and concerning male and female standardized suicidal rates (according to WHO), economic variables (according World Bank) and climate variables were gathered. The statistical analysis included cluster and principal component analysis and categorical regression. RESULTS: The derived models explained 62.4 % of the variability of male suicidal rates. Economic variables alone explained 26.9 % and climate variables 37.6 %. For females, the respective figures were 41.7, 11.5 and 28.1 %. Male suicides correlated with high unemployment rate in the frame of high growth rate and high inflation and low GDP per capita, while female suicides correlated negatively with inflation. Both male and female suicides correlated with low temperature. DISCUSSION: The current study reports that the climatic effect (cold climate) is stronger than the economic one, but both are present. It seems that in Europe suicidality follows the climate/temperature cline which interestingly is not from south to north but from south to north-east. This raises concerns that climate change could lead to an increase in suicide rates. The current study is essentially the first successful attempt to explain the differences across countries in Europe; however, it is an observational analysis based on aggregate data and thus there is a lack of control for confounders. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12991-016-0106-2) contains supplementary material, which is available to authorized users. BioMed Central 2016-08-09 /pmc/articles/PMC4977895/ /pubmed/27508001 http://dx.doi.org/10.1186/s12991-016-0106-2 Text en © The Author(s) 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Primary Research Fountoulakis, Konstantinos N. Chatzikosta, Isaia Pastiadis, Konstantinos Zanis, Prodromos Kawohl, Wolfram Kerkhof, Ad J. F. M. Navickas, Alvydas Höschl, Cyril Lecic-Tosevski, Dusica Sorel, Eliot Rancans, Elmars Palova, Eva Juckel, Georg Isacsson, Goran Jagodic, Helena Korosec Botezat-Antonescu, Ileana Rybakowski, Janusz Azorin, Jean Michel Cookson, John Waddington, John Pregelj, Peter Demyttenaere, Koen Hranov, Luchezar G. Stevovic, Lidija Injac Pezawas, Lucas Adida, Marc Figuera, Maria Luisa Jakovljević, Miro Vichi, Monica Perugi, Giulio Andreassen, Ole A. Vukovic, Olivera Mavrogiorgou, Paraskevi Varnik, Peeter Dome, Peter Winkler, Petr Salokangas, Raimo K. R. From, Tiina Danileviciute, Vita Gonda, Xenia Rihmer, Zoltan Forsman, Jonas Grady, Anne Hyphantis, Thomas Dieset, Ingrid Soendergaard, Susan Pompili, Maurizio Bech, Per Relationship of suicide rates with climate and economic variables in Europe during 2000–2012 |
title | Relationship of suicide rates with climate and economic variables in Europe during 2000–2012 |
title_full | Relationship of suicide rates with climate and economic variables in Europe during 2000–2012 |
title_fullStr | Relationship of suicide rates with climate and economic variables in Europe during 2000–2012 |
title_full_unstemmed | Relationship of suicide rates with climate and economic variables in Europe during 2000–2012 |
title_short | Relationship of suicide rates with climate and economic variables in Europe during 2000–2012 |
title_sort | relationship of suicide rates with climate and economic variables in europe during 2000–2012 |
topic | Primary Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4977895/ https://www.ncbi.nlm.nih.gov/pubmed/27508001 http://dx.doi.org/10.1186/s12991-016-0106-2 |
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