Biomaterial Database

Socio-economic factors and suicide rates in European Union countries. 2009

Fabio Ferretti, and Anna Coluccia

Department of Legal Medicine G. Bianchini, University of Siena, Policlinico S. Maria alle Scotte, 53100 Siena, Italy. ferrefa@unisi.it

Are socio-economic factors valid determinants of suicide? The modern sociological theory of suicide is based on Durkheim's studies. In addition to these fundamental social determinants, modern theorists have put more attention on economic factors. The purpose of the research is to determine the relationship between suicide rates and socio-economic factors, such as demography, economic development, education, healthcare systems, living conditions and labour market. All data were collected from a Eurostat publication and they concern 25 European Union countries. In order to test this relationship, a discriminant analysis was performed using an ordinal dependent variable and a set of independent variables concerning socio-economic factors. A dataset of 37 independent variables was used. We estimated a model with five variables: annual growth rates for industry, people working in S&T (% of total employment), at-risk-of-poverty rate, all accidents (standardized rates), and healthcare expenditures (% of GDP). Highly significant values of Wilk's Lambda assess a good discriminating power of the model. The accuracy too is very high: all cases are correctly classified by the model. Countries with high suicide rate levels are marked by high levels of at-risk-of-poverty rates, high annual growth rates for industry and low healthcare expenditures.

UI	MeSH Term	Description	Entries
D007221	Industry	Any enterprise centered on the processing, assembly, production, or marketing of a line of products, services, commodities, or merchandise, in a particular field often named after its principal product. Examples include the automobile, fishing, music, publishing, insurance, and textile industries.	Tertiary Sector,Industries,Sector, Tertiary,Sectors, Tertiary,Tertiary Sectors
D011203	Poverty	A situation in which the level of living of an individual, family, or group is below the standard of the community. It is often related to a specific income level.	Federal Poverty Level,Federal Poverty Threshold,Indigency,Low-Income Population,Absolute Poverty,Extreme Poverty,Indigents,Low Income Population,Federal Poverty Levels,Indigent,Level, Federal Poverty,Low Income Populations,Low-Income Populations,Population, Low Income,Population, Low-Income,Poverty Level, Federal,Poverty Threshold, Federal,Poverty, Absolute,Poverty, Extreme
D004651	Employment	The state of being engaged in an activity or service for wages or salary.	Employment Termination,Employment Status,Labor Force,Occupational Status,Status, Occupational,Underemployment,Labor Forces,Status, Employment,Termination, Employment
D005062	European Union	An economic union with the principal objectives of free movement of goods, capital, and labor. The constituent countries are Austria, Belgium, Bulgaria, Croatia, Cyprus, Czech Republic, Denmark, Estonia, Finland, France, Germany, Greece, Hungary, Ireland, Italy, Latvia, Lithuania, Luxembourg, Malta, Netherlands, Poland, Portugal, Romania, Slovakia, Slovenia, Spain, and Sweden. (https://europa.eu/european-union/about-eu/countries accessed 12/31/2020)	Common Market,Euratom,European Atomic Energy Community,European Coal and Steel Community,European Common Market,European Community,European Economic Community,Community, European Economic,EEC,Economic Community, European,Common Market, European,Common Markets,Common Markets, European,Communities, European,Communities, European Economic,Community, European,Economic Communities, European,European Common Markets,European Communities,European Economic Communities,Market, Common,Market, European Common,Union, European
D005102	Health Expenditures	The amounts spent by individuals, groups, nations, or private or public organizations for total health care and/or its various components. These amounts may or may not be equivalent to the actual costs (HEALTH CARE COSTS) and may or may not be shared among the patient, insurers, and/or employers.	Expenditure,Expenditures, Health,Health Expenditure,Out Of Pocket Expenditure,Out-of-Pocket Cost,Out-of-Pocket Expense,Out-of-Pocket Payment,Expenditures,Expenditures, Direct,Expenditures, Indirect,Expenditures, Out-of-Pocket,Out-of Pocket Expenditures,Out-of-Pocket Costs,Out-of-Pocket Expenses,Out-of-Pocket Payments,Out-of-Pocket Spending,Cost, Out-of-Pocket,Costs, Out-of-Pocket,Direct Expenditure,Direct Expenditures,Expenditure, Direct,Expenditure, Health,Expenditure, Indirect,Expenditure, Out-of Pocket,Expenditure, Out-of-Pocket,Expenditures, Out of Pocket,Expenditures, Out-of Pocket,Expense, Out-of-Pocket,Expenses, Out-of-Pocket,Indirect Expenditure,Indirect Expenditures,Out of Pocket Cost,Out of Pocket Costs,Out of Pocket Expenditures,Out of Pocket Expense,Out of Pocket Expenses,Out of Pocket Payment,Out of Pocket Payments,Out of Pocket Spending,Out-of Pocket Expenditure,Out-of-Pocket Expenditure,Out-of-Pocket Expenditures,Payment, Out-of-Pocket,Payments, Out-of-Pocket,Spending, Out-of-Pocket
D005554	Forensic Medicine	The application of medical knowledge to questions of law.	Legal Medicine,Medicine, Forensic,Medicine, Legal
D006801	Humans	Members of the species Homo sapiens.	Homo sapiens,Man (Taxonomy),Human,Man, Modern,Modern Man
D000059	Accidents	Unexpected and unintentional events, typically resulting in ACCIDENTAL INJURIES.	Accident
D012959	Socioeconomic Factors	Social and economic factors that characterize the individual or group within the social structure.	Economic and Social Factors,Social Inequalities,Social Inequality,Social and Economic Factors,Socioeconomic Characteristics,Factors, Socioeconomic,High-Income Population,Land Tenure,Standard of Living,Characteristic, Socioeconomic,Factor, Socioeconomic,High Income Population,High-Income Populations,Inequality, Social,Living Standard,Living Standards,Population, High-Income,Socioeconomic Characteristic,Socioeconomic Factor,Tenure, Land
D013405	Suicide	The act of killing oneself.	Suicides