Correlation of geopolitics, education, democracy with COVID-19 vaccination rate

地缘政治、教育、民主与新冠疫苗接种率的相关性

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作者:Konstantine Chakhunashvili, Davit G Chakhunashvili, Eka Kvirkvelia, Tornike Toria, Liza Basilaia, Tsira Gorjomeladze

Conclusion

There is a strong positive correlation of COVID-19 vaccination rates with HDI and EI.

Methods

Human Development Index (HDI), Education Index (EI), Democracy Index (DI), COVID-19 vaccination rates, COVID-19 data were collected from public sources such as UNDP - Human Development Reports, UNESCO - Education Index, Economist Intelligence, WHO- COVID-19 Dashboard, Our World In Data, The Financial Times COVID-19 Dashboard. Statistical analysis such as Pearson correlation, and linear regression analyses were done to determine a relation between the above-mentioned indices and COVID-19 vaccination rates (1-dose, 2-dose, booster, and combined).

Results

HDI had the strongest positive correlation with the vaccination rates (1-dose- r (181) = 0.632, p < 0.001, 2-dose- r (181) = 0.671, p < 0.001, booster- r (181) = 0.718, p < 0.001, combined- 0.703, p < 0.001). EI (1-dose- r (177) = 0.560, p < 0.001, 2-dose- r (177) = 0.599, p < 0.001, booster- r (177) = 0.642, p < 0.001, combined- 0.626, p < 0.001), DI (1-dose- r (163) = 0.445, p < 0.001, 2-dose- r (163) = 0.479, p < 0.001, booster- r (163) = 0.534, p < 0.001, combined- 0.508, p < 0.001), as well as Geographic location (1-dose- η (Eta) = 0.610 p < 0.001, 2-dose- η (Eta) = 0.633 p < 0.001, booster- η (Eta) = 0.657, p < 0.001, combined- η (Eta) = 0.645, p < 0.001) had positive correlation with vaccination rates.

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