The 2009-2014 economic crisis and deaths by suicide in Portugal: time series analysis
Introduction Population health, including mental health, is influenced by its socioeconomic context. After the 2008 global economic crisis, studies found contradicting results: some showed an increased risk for self-harm and suicidal behavior, while others found the opposite association. To the best...
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description | Introduction
Population health, including mental health, is influenced by its socioeconomic context. After the 2008 global economic crisis, studies found contradicting results: some showed an increased risk for self-harm and suicidal behavior, while others found the opposite association. To the best of our knowledge, there is no research in Portugal on the subject. Thus, our aim was to estimate the impact of the Portuguese economic crisis of 2009-2014 on the death rate by suicide and self-inflicted injury in Portugal.
Methods
A retrospective ecological study with an interrupted time series analysis of deaths by suicide and self-inflicted injury (data from the National Statistics Institute) in mainland Portugal, in 2003-2014, was performed. Resident population data was also retrieved from the National Statistics Institute. Binomial negative generalized linear models were used to compare rates and trends before (2003-2008) and during (2009-2014) the economic crisis. All rates were stratified and adjusted for seasonality.
Results
The economic crisis was associated with 13% a step increase in the death rate due to suicide and self-inflicted injury, with unemployment playing a significant mediating role, being negatively associated to the outcome. Differences between groups exist, with males, working-age groups and the North and Centre regions being the most impacted, globally.
Conclusions
Economic downturns pose risks for suicidal behavior. Unemployment may play a role in this association. Employment protection schemes can prevent this impact, so urgent action is needed to prevent economic crisis leading to additional suicides, especially in the context of the COVID-19 pandemic and the economic crisis it caused.
Key messages
• The Portuguese economic crisis of 2009-2014 was associated with an increased death rate due to suicide, especially in males, working-age groups and the North and Centre regions.
• Unemployment may play a role in this association, and active labour market programmes can prevent the negative impacts of economic crisis leading to additional suicides. |
doi_str_mv | 10.1093/eurpub/ckac129.263 |
format | Article |
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Population health, including mental health, is influenced by its socioeconomic context. After the 2008 global economic crisis, studies found contradicting results: some showed an increased risk for self-harm and suicidal behavior, while others found the opposite association. To the best of our knowledge, there is no research in Portugal on the subject. Thus, our aim was to estimate the impact of the Portuguese economic crisis of 2009-2014 on the death rate by suicide and self-inflicted injury in Portugal.
Methods
A retrospective ecological study with an interrupted time series analysis of deaths by suicide and self-inflicted injury (data from the National Statistics Institute) in mainland Portugal, in 2003-2014, was performed. Resident population data was also retrieved from the National Statistics Institute. Binomial negative generalized linear models were used to compare rates and trends before (2003-2008) and during (2009-2014) the economic crisis. All rates were stratified and adjusted for seasonality.
Results
The economic crisis was associated with 13% a step increase in the death rate due to suicide and self-inflicted injury, with unemployment playing a significant mediating role, being negatively associated to the outcome. Differences between groups exist, with males, working-age groups and the North and Centre regions being the most impacted, globally.
Conclusions
Economic downturns pose risks for suicidal behavior. Unemployment may play a role in this association. Employment protection schemes can prevent this impact, so urgent action is needed to prevent economic crisis leading to additional suicides, especially in the context of the COVID-19 pandemic and the economic crisis it caused.
Key messages
• The Portuguese economic crisis of 2009-2014 was associated with an increased death rate due to suicide, especially in males, working-age groups and the North and Centre regions.
• Unemployment may play a role in this association, and active labour market programmes can prevent the negative impacts of economic crisis leading to additional suicides.</description><identifier>ISSN: 1101-1262</identifier><identifier>EISSN: 1464-360X</identifier><identifier>DOI: 10.1093/eurpub/ckac129.263</identifier><language>eng</language><publisher>Oxford: Oxford University Press</publisher><subject>Age groups ; Context ; COVID-19 ; Death ; Death & dying ; Ecological studies ; Economic analysis ; Economic crisis ; Economics ; Employment ; Fatalities ; Generalized linear models ; Global economy ; Impact analysis ; Injuries ; Injury analysis ; Labor market ; Linear analysis ; Males ; Mental health ; Mortality ; Pandemics ; Population (statistical) ; Public health ; Rates ; Regions ; Risk taking ; Seasonal variations ; Self-injury ; Sex differences ; Socioeconomic factors ; Statistical analysis ; Statistical models ; Statistics ; Suicidal behavior ; Suicide ; Suicides & suicide attempts ; Time series ; Unemployment</subject><ispartof>European journal of public health, 2022-10, Vol.32 (Supplement_3)</ispartof><rights>The Author(s) 2022. Published by Oxford University Press on behalf of the European Public Health Association. 2022</rights><rights>The Author(s) 2022. Published by Oxford University Press on behalf of the European Public Health Association.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,860,1598,27843,27901,27902</link.rule.ids></links><search><creatorcontrib>Pinheiro, V</creatorcontrib><creatorcontrib>Caetano, C</creatorcontrib><creatorcontrib>Pereira da Silva, S</creatorcontrib><creatorcontrib>Nunes, B</creatorcontrib><title>The 2009-2014 economic crisis and deaths by suicide in Portugal: time series analysis</title><title>European journal of public health</title><description>Introduction
Population health, including mental health, is influenced by its socioeconomic context. After the 2008 global economic crisis, studies found contradicting results: some showed an increased risk for self-harm and suicidal behavior, while others found the opposite association. To the best of our knowledge, there is no research in Portugal on the subject. Thus, our aim was to estimate the impact of the Portuguese economic crisis of 2009-2014 on the death rate by suicide and self-inflicted injury in Portugal.
Methods
A retrospective ecological study with an interrupted time series analysis of deaths by suicide and self-inflicted injury (data from the National Statistics Institute) in mainland Portugal, in 2003-2014, was performed. Resident population data was also retrieved from the National Statistics Institute. Binomial negative generalized linear models were used to compare rates and trends before (2003-2008) and during (2009-2014) the economic crisis. All rates were stratified and adjusted for seasonality.
Results
The economic crisis was associated with 13% a step increase in the death rate due to suicide and self-inflicted injury, with unemployment playing a significant mediating role, being negatively associated to the outcome. Differences between groups exist, with males, working-age groups and the North and Centre regions being the most impacted, globally.
Conclusions
Economic downturns pose risks for suicidal behavior. Unemployment may play a role in this association. Employment protection schemes can prevent this impact, so urgent action is needed to prevent economic crisis leading to additional suicides, especially in the context of the COVID-19 pandemic and the economic crisis it caused.
Key messages
• The Portuguese economic crisis of 2009-2014 was associated with an increased death rate due to suicide, especially in males, working-age groups and the North and Centre regions.
• Unemployment may play a role in this association, and active labour market programmes can prevent the negative impacts of economic crisis leading to additional suicides.</description><subject>Age groups</subject><subject>Context</subject><subject>COVID-19</subject><subject>Death</subject><subject>Death & dying</subject><subject>Ecological studies</subject><subject>Economic analysis</subject><subject>Economic crisis</subject><subject>Economics</subject><subject>Employment</subject><subject>Fatalities</subject><subject>Generalized linear models</subject><subject>Global economy</subject><subject>Impact analysis</subject><subject>Injuries</subject><subject>Injury analysis</subject><subject>Labor market</subject><subject>Linear analysis</subject><subject>Males</subject><subject>Mental health</subject><subject>Mortality</subject><subject>Pandemics</subject><subject>Population (statistical)</subject><subject>Public health</subject><subject>Rates</subject><subject>Regions</subject><subject>Risk taking</subject><subject>Seasonal variations</subject><subject>Self-injury</subject><subject>Sex differences</subject><subject>Socioeconomic factors</subject><subject>Statistical analysis</subject><subject>Statistical models</subject><subject>Statistics</subject><subject>Suicidal behavior</subject><subject>Suicide</subject><subject>Suicides & suicide attempts</subject><subject>Time series</subject><subject>Unemployment</subject><issn>1101-1262</issn><issn>1464-360X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>TOX</sourceid><sourceid>7TQ</sourceid><recordid>eNqNkMtOwzAQAC0EEqXwA5wscXa7thM_uKGKl1QJDq3EzXIch7q0TbDjQ_-eVOkHcNo9zKxWg9A9hRkFzec-xy5Xc_djHWV6xgS_QBNaiIJwAV-Xw06BEsoEu0Y3KW0BoJSKTdB6tfGYAWjCgBbYu_bQ7oPDLoYUEraHGtfe9puEqyNOObhQexwO-LONff62u0fch73HycfgT7jdHQfvFl01dpf83XlO0frlebV4I8uP1_fF05I4WnJOlHKqUKyxzIJ2mquGWm_LWggnCwG1L4WsK2e5lFwLKanSBaOVglIp3lSWT9HDeLeL7W_2qTfbNsfhiWSYKgsNTCs5UGykXGxTir4xXQx7G4-GgjnlM2M-c85nhnyDREapzd1_-D9KZ3L1</recordid><startdate>20221021</startdate><enddate>20221021</enddate><creator>Pinheiro, V</creator><creator>Caetano, C</creator><creator>Pereira da Silva, S</creator><creator>Nunes, B</creator><general>Oxford University Press</general><general>Oxford Publishing Limited (England)</general><scope>TOX</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7T2</scope><scope>7TQ</scope><scope>C1K</scope><scope>DHY</scope><scope>DON</scope><scope>K9.</scope><scope>NAPCQ</scope></search><sort><creationdate>20221021</creationdate><title>The 2009-2014 economic crisis and deaths by suicide in Portugal: time series analysis</title><author>Pinheiro, V ; Caetano, C ; Pereira da Silva, S ; Nunes, B</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c1533-88c8482fa2a09c938f1aea5d66c7460de567dbca37739677189421b805883fba3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Age groups</topic><topic>Context</topic><topic>COVID-19</topic><topic>Death</topic><topic>Death & dying</topic><topic>Ecological studies</topic><topic>Economic analysis</topic><topic>Economic crisis</topic><topic>Economics</topic><topic>Employment</topic><topic>Fatalities</topic><topic>Generalized linear models</topic><topic>Global economy</topic><topic>Impact analysis</topic><topic>Injuries</topic><topic>Injury analysis</topic><topic>Labor market</topic><topic>Linear analysis</topic><topic>Males</topic><topic>Mental health</topic><topic>Mortality</topic><topic>Pandemics</topic><topic>Population (statistical)</topic><topic>Public health</topic><topic>Rates</topic><topic>Regions</topic><topic>Risk taking</topic><topic>Seasonal variations</topic><topic>Self-injury</topic><topic>Sex differences</topic><topic>Socioeconomic factors</topic><topic>Statistical analysis</topic><topic>Statistical models</topic><topic>Statistics</topic><topic>Suicidal behavior</topic><topic>Suicide</topic><topic>Suicides & suicide attempts</topic><topic>Time series</topic><topic>Unemployment</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Pinheiro, V</creatorcontrib><creatorcontrib>Caetano, C</creatorcontrib><creatorcontrib>Pereira da Silva, S</creatorcontrib><creatorcontrib>Nunes, B</creatorcontrib><collection>Oxford Journals Open Access Collection</collection><collection>CrossRef</collection><collection>Health and Safety Science Abstracts (Full archive)</collection><collection>PAIS Index</collection><collection>Environmental Sciences and Pollution Management</collection><collection>PAIS International</collection><collection>PAIS International (Ovid)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Premium</collection><jtitle>European journal of public health</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Pinheiro, V</au><au>Caetano, C</au><au>Pereira da Silva, S</au><au>Nunes, B</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The 2009-2014 economic crisis and deaths by suicide in Portugal: time series analysis</atitle><jtitle>European journal of public health</jtitle><date>2022-10-21</date><risdate>2022</risdate><volume>32</volume><issue>Supplement_3</issue><issn>1101-1262</issn><eissn>1464-360X</eissn><abstract>Introduction
Population health, including mental health, is influenced by its socioeconomic context. After the 2008 global economic crisis, studies found contradicting results: some showed an increased risk for self-harm and suicidal behavior, while others found the opposite association. To the best of our knowledge, there is no research in Portugal on the subject. Thus, our aim was to estimate the impact of the Portuguese economic crisis of 2009-2014 on the death rate by suicide and self-inflicted injury in Portugal.
Methods
A retrospective ecological study with an interrupted time series analysis of deaths by suicide and self-inflicted injury (data from the National Statistics Institute) in mainland Portugal, in 2003-2014, was performed. Resident population data was also retrieved from the National Statistics Institute. Binomial negative generalized linear models were used to compare rates and trends before (2003-2008) and during (2009-2014) the economic crisis. All rates were stratified and adjusted for seasonality.
Results
The economic crisis was associated with 13% a step increase in the death rate due to suicide and self-inflicted injury, with unemployment playing a significant mediating role, being negatively associated to the outcome. Differences between groups exist, with males, working-age groups and the North and Centre regions being the most impacted, globally.
Conclusions
Economic downturns pose risks for suicidal behavior. Unemployment may play a role in this association. Employment protection schemes can prevent this impact, so urgent action is needed to prevent economic crisis leading to additional suicides, especially in the context of the COVID-19 pandemic and the economic crisis it caused.
Key messages
• The Portuguese economic crisis of 2009-2014 was associated with an increased death rate due to suicide, especially in males, working-age groups and the North and Centre regions.
• Unemployment may play a role in this association, and active labour market programmes can prevent the negative impacts of economic crisis leading to additional suicides.</abstract><cop>Oxford</cop><pub>Oxford University Press</pub><doi>10.1093/eurpub/ckac129.263</doi><oa>free_for_read</oa></addata></record> |
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subjects | Age groups Context COVID-19 Death Death & dying Ecological studies Economic analysis Economic crisis Economics Employment Fatalities Generalized linear models Global economy Impact analysis Injuries Injury analysis Labor market Linear analysis Males Mental health Mortality Pandemics Population (statistical) Public health Rates Regions Risk taking Seasonal variations Self-injury Sex differences Socioeconomic factors Statistical analysis Statistical models Statistics Suicidal behavior Suicide Suicides & suicide attempts Time series Unemployment |
title | The 2009-2014 economic crisis and deaths by suicide in Portugal: time series analysis |
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