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. 2020 Feb 29;17(5):1567. doi: 10.3390/ijerph17051567

Table 1.

Population health index (PHI) structure.

Area of Concern Dimension Indicators
Health Determinant Index
Economic conditions, social protection, and security Employment Unemployment rate (%)
Long-term unemployment rate—12 months and more (%)
Income and living conditions Disposable income of private households per capita (euros per inhabitant)
People at risk of poverty or social exclusion (%)
Disposable income ratio—S80/S20 (ratio)
Social protection Expenditure on care for the elderly (% of gross domestic product (GDP))
Security Crimes recorded by the police (per 100,000 inhabitants)
Education Education Population aged 25–64 with upper secondary or tertiary education attainment (%)
Early leavers from education and training (%)
Demographic change Aging At risk of poverty rate of older people—aged 65 years and over (%)
Aging index (ratio)
Lifestyle and health behaviors Lifestyle and health behaviors Adults who are obese (%)
Daily smokers—aged 15 and over (%)
Pure alcohol consumption—aged 15 and over (liters per capita)
Live births by mothers under age of 20 (%)
Physical environment Pollution Annual mean of the daily fine particulate matter (PM2.5) concentrations (µg/m3)
Annual mean of the daily PM10 concentrations (µg/m3)
Greenhouse gas (total tons of CO2 equivalent emissions per capita)
Population exposed to traffic noise—Lden55–59db, during day (%) *
Extreme weather events * Population affected by flooding (per 1,000,000 inhabitants) *
Built environment Housing conditions Average number of rooms per person
Households without indoor flushing toilet (%)
Households without central heating (%)
Water and sanitation Population connected to public water supply (%)
Population connected to wastewater treatment plants (%)
Waste Management Recycling rate of municipal waste (%)
Land use * Population density (inhabitants/km2) *
Road safety Road safety Victims in road accidents—injured and killed (per 100,000 inhabitants)
Fatality rate due to road traffic accidents (per 1000 victims)
Healthcare resources and expenditure Healthcare resources Medical doctors (per 100,000 inhabitants)
Health personnel—nurses and midwives, dentists, pharmacists, and physiotherapists (per 100,000 inhabitants)
Healthcare expenditure Total health expenditure (purchasing power standard per capita)
Private household out-of-pocket expenses on health (% of total health expenditure)
Public expenditure on health ( purchasing power standard per capita)
Healthcare performance Healthcare performance Hospital discharges due to diabetes, hypertension, and asthma (per 100,000 inhabitants)
Amenable deaths due to healthcare (standardized death rate per 100,000 inhabitants)
Health Outcome Index
Health outcomes Length of life (mortality) Life expectancy at birth (years)
Infant mortality (per 1000 live births)
Preventable deaths (standardized death rate per 100,000 inhabitants)
Quality of life(morbidity) Self-perceived health less than good (%)
Age-standardized disability-adjusted life year (DALY) rate (per 100,000 inhabitants)
Low birth weight (%)

* Dimensions and indicators included in the PHI model (conceptual model) but not used in its application (adjusted model) to the 269 NUTS (Nomenclature of Territorial Units for Statistics) 2 regions, due to lack of data.