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. 2021 Jun 13;81(6):1131–1146. doi: 10.1111/puar.13394

Table 1.

Variables: Description and Sources

Description Source
Dependent variable
Incidence rate The number of diagnosed cases adjusted per million inhabitants when the government began implementing hard measures. IMF and Think Global Health
Covariates
Health expenditure per capita (ppp) (LN) Logarithm of total healthcare expenditure per capita in 2017 (ppp). World Bank
Tourism Logarithm of total travel and tourism contribution to GDP. World Bank
Trade Logarithm total trade ‐imports and exports‐ as % GDP. World Bank
Previously locked countries Total # of countries that had begun to implement hard measures when pandemic hits the country. Own elaboration
Political regime Score representing from −1 (Parliamentary system) to 1 (Presidential system) Institutional webs
Unitary Dummy variable that equals 1 if the state is Unitary and 0 if it is Federal Encyclopedia Britannica
Authoritarianism Score from 0 (full political rights and civil liberties) to 100 (no political rights and civil liberties) on level of authoritarianism of country Freedom House Index
Tenure of the Prime Minister (LN) Logarithm of # of days since the PM took office Institutional webs
Coalitional government Dummy variable that equals 1 if the national government is a coalition Institutional webs
Km from Wuhan Logarithm of the distance in kilometers between Wuhan and the capital city of the country Google maps API
Gender of the Prime Minister Dummy variable that equals 1 if the Prime Minister is a female Institutional webs
Ideology Score from −1 (left) to 1 (right) of the political orientation of the political party of the PM. Center parties are given a 0. The classification is based on international political alliances. World Bank Database of Political Institutions and institutional webs
Days to next election Logarithm of the number of days between the first diagnosed case in the country and the next scheduled or expected relevant election date National Democracy Institute and institutional webs
Alternative covariates
Health expenditure % GDP Logarithm of the health expenditure as % GDP World Bank
Public health expenditure % GDP Logarithm of public health expenditure as % GDP World Bank
GHS Health capacity Health capacity score (0–100) to fight pandemic outbreaks GHS Index
Previously affected countries Total number of countries that had diagnosed cases when the pandemic hits the country Own elaboration
Previously affected neighbors Total number of neighboring countries that had diagnosed cases when pandemic hits the country Own elaboration