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. 2021 Jun 7;61(4):728–752. doi: 10.1111/jors.12541

Table 2.

Excess mortality and age structure, education, readiness of the health system, and environmental conditions

Dependent variable: Excess mortality in the first 6 months of 2020 (1) (2) (3) (4) (5) (6) (7) (8) (9) (10) (11) (12) (13)
Age structure Education Health system Air pollution Climate
OLS OLS OLS OLS OLS OLS OLS OLS OLS OLS OLS OLS OLS
Median population age 2019 −0.606*
(0.337)
Share of population over 65 2019 −50.631*
(29.443)
Share of population over 75 2019 −63.008
(46.960)
Share of adults with higher education 2017 0.236**
(0.075)
Doctors per capita 2017 (ln) −3.570 −3.286
(5.186) (5.303)
Hospital beds per capita 2017 (ln) −2.943 −3.186
(5.700) (4.195)
Air pollution 2016 (ln) 7.993
(4.981)
Total household carbon footprint 2010 (ln) 1.726
(1.270)
Average household carbon footprint 2010 (ln) 21.416** (8.103)
Average temperature 2019 −1.335** −1.499**
(0.344) (0.391)
Average precipitation 2019 −0.705 −1.130
(1.261) (1.333)
Country fixed effects Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes
No. of regions 206 205 205 204 174 180 162 195 172 172 197 197 197
R 2 0.386 0.382 0.370 0.400 0.295 0.287 0.301 0.380 0.378 0.413 0.430 0.385 0.433
Adjusted R 2 0.308 0.304 0.290 0.324 0.208 0.192 0.208 0.301 0.300 0.340 0.354 0.304 0.354
Degrees of freedom 182 181 181 180 154 158 142 172 152 152 173 173 172

Note: Clustered standard errors at regional (NUTS2) level in parentheses.

*

p < 0.1.

**

p < 0.01.

***p < 0.05.