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. 2022 Apr 8;19(4):1213–1227. doi: 10.1007/s10433-022-00695-1

Table 2.

Independent variables description

Variable name Abbreviation Description Source
Socioeconomic variables
Economic conditions
GDP per capita lnGDPpc Natural logarithm of the gross domestic product at market prices per capita, chain-linked volumes (2010) (online code nama_10_gdp) Eurostat
Health system conditions
Public Health Expenditure PHE Government schemes and compulsory contributory healthcare financing schemes as a percentage of GDP (online code hlth_sha11_hf) Eurostat; WHOa
Practice Physicians Physicians Practising, or closest concept, physicians per 100,000 people WHO
Social and welfare conditions
Pensions Pensions Pensions as percentage of GDP (online code spr_exp_pens) Eurostat
People at risk of poverty RiskPoverty Percentage of people at risk of poverty or social exclusion aged 65 years or over, by sex (online code ilc_peps01) Eurostat
Education System conditions
Tertiary Education Education Percentage of population attaining tertiary education (levels 5–8) aged 55–74, by sex (online code edat_lfs_9903) Eurostat
Environmental variables
Air pollution AirPollution Exposure to air pollution of particulates < 2.5 µm (online code sdg_11_50) Eurostat
Pesticides Pesticides Pesticides (total) used per area of cropland in kg/ha FAO
Cultural variables
Alcohol consumption Alcohol Pure alcohol consumption in litres per capita, by people older than 15 WHO
Cultural clusters Cultural clusters: Anglo-Saxon, Eastern Europe, German, Latin Europe, and Nordic GLOBE; Mensah and Chen (2012)

aEurostat is the sole data source for Austria, Belgium, Estonia, Finland, Germany, Netherlands, Portugal, Spain, Sweden; for the remaining countries, some data were collected from WHO up to 2014