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. 2020 Sep 16;263:113365. doi: 10.1016/j.socscimed.2020.113365

Table 2.

Poisson regression of mortality rates in 84 countries involved in the World Values Survey during a 30-day period after recording the tenth COVID-19 death (as of September 3, 2020).

Bivariate associations
(Model 1)
Mutually adjusted
(Model 2)
Mutually adjusted
(Model 3)
IRR (SE) 95% CI IRR (SE) 95% CI IRR (SE) 95% CI
Population (millions) 4.01 (0.04) 3.94, 4.08 12.29 (0.18) 11.95, 12.64 16.20 (0.25) 15.72, 16.70
Country wealth 1.03 (0.00) 1.03, 1.03 1.05 (0.00) 1.05, 1.05 1.04 (0.00) 1.04, 1.04
Income inequality 5.97 (0.08) 5.68, 5.90 1.65 (0.08) 1.50, 1.81 1.67 (0.07) (1.53, 1.82)
Social capital
 Social trust 7.92 (0.05) 7.83, 8.01 3.38 (0.08) 3.22, 3.54 1.73 (0.04) 1.65, 1.81
 Group affiliations 3.90 (0.03) 3.85, 3.95 0.56 (0.01) 0.54, 0.58 1.09 (0.02) 1.05, 1.14
 Civic engagement 2.84 (0.01) 2.82, 2.87 4.91 (0.11) 4.70, 5.13 0.73 (0.02) 0.69, 0.78
 Confidence in state institutions 3.49 (0.02) 3.44, 3.53 0.01 (0.00) 0.00, 0.01 0.01 (0.00) 0.01, 0.01
WVS cycle (ref. 5)
 Cycle 6 1.82 (0.01) 1.80, 1.85 0.41 (0.00) 0.40, 0.42 0.53 (0.01) 0.52, 0.54
 Cycle 7 1.32 (0.01) 1.31, 1.34 0.45 (0.01) 0.43, 0.46 0.46 (0.01) 0.45, 0.47
Population over 65 years (%)
1.08 (0.00)
1.07, 1.08


1.09 (0.00)
1.09, 1.09
Goodness-of-fit: (Empty model) (Model 2) (Model 3)
Deviance 273 419.47 161 804.54 154 027.04
Dispersion 109.807 64.98 61.85
Pearson χ2 703 286.66 294 888.22 304 138.67
Dispersion Pearson χ2 282.444 118.43 122.14
Wald χ2 -- 249 658.63 258 961.92

Note: IRR = Incidence rate ratio. CI = confidence interval. WVS = World Values Survey. Sample includes 2490 daily observations (average: 29.6 days per country). Country wealth (gross national income per capita) is measured constant 2017 international dollars (thousands). Lower deviance and dispersion indicate better model fit.