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. 2021 Mar 22;22(4):629–642. doi: 10.1007/s10198-021-01280-6

Table 1.

Definition of variables

Variable Definition Year Source
COVID-19 death rate 10,000*(cumulative death toll due to COVID-19/population) 2020 National ministries of health and statistical agencies
Population density Total population per km2 (log) 2019 Eurostat
Population concentration Presence of one or more cities with > 1,000,000 inhabitants 2019 Eurostat
Share of the population aged 75 or over Number of populations aged 75 or older over total population 2019 Eurostat
GDP per capita Gross domestic product (GDP) per capita in Purchasing Power Standards (PPS) 2018 Eurostat
Unemployment rate Number of unemployed persons as a percentage of the labour force 2018 Eurostat
Distance to EU targets Index that estimates the distance of regions in relation to the EU2020S headline targetsa 2010 ESPON
General Medical Practitioners 10,000*(number of GPs/population) 2017 Eurostat & NHS
Hospital beds 10,000*(number of hospital beds/population) 2017 Eurostat & NHS
Social trust Index of social trust (see Appendix A1 for construction) 2014–2016 European Social Survey

aThis index measures the distance that regions are from achieving these four targets: (i) early leavers from education and training, (ii) the share of population aged 30-34 with tertiary education, (iii) the percent of GDP invested in R&D, and (iv) the employment rate for the population aged 20-65. A region would score 100 if it had reached all eight headline targets, whereas a region would score 0 if it was positioned the farthest away from all eight headline targets out of all regions in Europe. For more information about this index, see the SIESTA Final Scientific Report at https://www.espon.eu/programme/projects/espon-2013/applied-research/siesta-spatial-indicators-europe-2020-strategy