Table 2.
Marginal risk set model predicting adoption of COVID-19 policies
Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | |
GDP per capita (log) | 0.274 | 0.247* | 0.720 | 0.583 | 0.522 |
(0.230) | (0.136) | (0.743) | (0.526) | (0.412) | |
Tax revenue (% of GDP) | 1.004 | 0.965 | 0.995 | 0.983 | 0.975 |
(0.054) | (0.052) | (0.051) | (0.061) | (0.061) | |
GINI index (income) | 0.844** | 0.830** | 0.816** | 0.807** | 0.802** |
(0.052) | (0.055) | (0.056) | (0.056) | (0.060) | |
Hospital beds (per 1,000 people) | 0.743* | 0.730* | 0.753* | 0.701* | 0.680* |
(0.100) | (0.100) | (0.096) | (0.104) | (0.104) | |
Population age ≥65 (%) | 0.877 | 0.875 | 0.944 | 0.940 | 0.938 |
(0.089) | (0.074) | (0.087) | (0.095) | (0.084) | |
Urban population (%) | 0.978 | 0.994 | 0.976 | 0.982 | 0.988 |
(0.029) | (0.028) | (0.028) | (0.029) | (0.031) | |
Population density (log) | 1.923*** | 1.938*** | 1.940*** | 2.006*** | 2.007*** |
(0.362) | (0.329) | (0.351) | (0.312) | (0.302) | |
Death rate (per 100,000) | 0.331 | 0.097+ | 0.087+ | ||
(0.319) | (0.132) | (0.114) | |||
Adoption density (OECD region) | 1.302*** | 1.320*** | 0.471* | ||
(0.087) | (0.103) | (0.162) | |||
Electoral democracy | 0.921** | 0.939* | 0.882*** | ||
(0.029) | (0.030) | (0.016) | |||
Adoption density × electoral democracy | 1.013** | ||||
(0.004) | |||||
Observations | 5,278 | 5,278 | 5,278 | 5,278 | 5,278 |
Number of countries | 36 | 36 | 36 | 36 | 36 |
Number of failures | 138 | 138 | 138 | 138 | 138 |
Pseudo-R-squared | 0.103 | 0.126 | 0.129 | 0.158 | 0.166 |
Log likelihood | −706.5 | −689.0 | −686.6 | −663.5 | −657.0 |
SEs in parentheses are clustered at the country level. ***P < 0.001, **P < 0.01, *P < 0.05, + P < 0.10.