Table 2.
Summary statistics of independent variables.
Variables | Unit | Mean | Std. D | Min | Max | Form in regression | Source | |
---|---|---|---|---|---|---|---|---|
1 | total population | million | 66.90 | 196.56 | 0.35 | 1392.73 | log | World bank |
2 | population 65+ | % | 11.2 | 6.7 | 1.1 | 27.6 | % | World bank |
3 | population density | per square kilometer | 229 | 809 | 3 | 7953 | log | World bank |
4 | urban population ratio | % | 64.72 | 21.36 | 17.21 | 100.00 | % | World bank |
5 | temperature | C | 14.78 | 11.01 | -15.17 | 31.91 | Climate Change Knowledge Portal | |
6 | rainfall | millimeter | 63.65 | 56.66 | 0.00 | 356.37 | log | Climate Change Knowledge Portal |
7 | GDP per capita | dollars | 20,436 | 23,929 | 499 | 1,16,597 | log | World bank |
8 | debt ratio | % | 52 | 36 | 6 | 198 | % | CEIC |
9 | employment in agriculture | % | 18.77 | 18.71 | 0.06 | 72.45 | % | World bank |
10 | Industrial ratio | % | 26.90 | 8.30 | 11.32 | 56.89 | % | World bank |
11 | Gini coefficient | 37.44 | 8.15 | 24.20 | 63.00 | World bank | ||
12 | international visitors | per million people |
7,80,549 | 10,89,944 | 4552 | 66,44,912 | log | World bank |
13 | international trade | 0.88 | 1.63 | 0.00 | 10.85 | United Nations Comtrade | ||
14 | health expenditure | % | 6.91 | 2.65 | 2.27 | 17.06 | % | World bank |
15 | GHS | 49.03 | 13.36 | 25.20 | 83.50 | https://www.ghsindex.org/ | ||
16 | hospital beds | per thousand people |
3.33 | 2.60 | 0.30 | 13.40 | log | World bank |
17 | SARS outbreak | 0.26 | 0.44 | 0 | 1 | 0 or 1 | World Health Organizatio | |
18 | government expenditure | % | 16.36 | 4.98 | 4.93 | 30.05 | % | World bank |
19 | political regime | 1.90 | 1.00 | 0.00 | 3.00 | Our World in Data | ||
20 | government effectiveness | 0.38 | 0.88 | -1.07 | 2.23 | Worldwide Governance Indicators, World Bank | ||
21 | rest of world infections | 1.81*107 | 1.7*107 | 0 | 6.05*107 | log | World Health Organizatio | |
22 | rest of region infection | 2.8*106 | 4.6*106 | 0 | 2.51*107 | log | World Health Organizatio | |
23 | daily test ratio | per million people |
13,082 | 45,347 | 0.644 | 4,50,019 | log | Humanitarian Data Exchange |
24 | Economic stimulus spending | dollars | 1.21*1011 | 4.24*1011 | 9*106 | 2.86*1012 | log | Oxford COVID-19 Government Response Tracker database |
25 | Economic support index | 62 | 23 | 12.5 | 100 | Oxford COVID-19 Government Response Tracker database |
For definitions and sources, see data appendix.