The Socio-Economic Determinants of the Coronavirus Disease (COVID-19) Pandemic

30 Pages Posted: 15 Apr 2020 Last revised: 17 Nov 2020

See all articles by Viktor Stojkoski

Viktor Stojkoski

Ss. Cyril and Methodius University - Faculty of Economics

Zoran Utkovski

Macedonian Academy of Sciences and Arts

Petar Jolakoski

Ss. Cyril and Methodius University - Faculty of Economics

Dragan Tevdovski

Ss. Cyril and Methodius University

Ljupco Kocarev

Macedonian Academy of Sciences and Arts

Date Written: April 14, 2020

Abstract

Besides the biological and epidemiological factors, a multitude of social and economic criteria also govern the extent of the coronavirus disease spread within a population. Consequently, there is an active debate regarding the critical socio-economic determinants that contribute to the impact of the resulting pandemic. Here, we leverage Bayesian model averaging techniques and country level data to investigate the potential of 31 determinants, describing a diverse set of socio-economic characteristics, in explaining the outcome of the first wave of the coronavirus pandemic. We show that the true empirical model behind the coronavirus outcome is constituted only of few determinants. To understand the relationship between the potential determinants in the specification of the true model, we develop the coronavirus determinants Jointness space. The extent to which each determinant is able to provide a credible explanation varies between countries due to their heterogeneous socio-economic characteristics. In this aspect, the obtained Jointness map acts as a bridge between theoretical investigations and empirical observations and offers an alternate view for the joint importance of the socio-economic determinants when used for developing policies aimed at preventing future epidemic crises.

Keywords: COVID-19, Bayesian model averaging

JEL Classification: I15, I18

Suggested Citation

Stojkoski, Viktor and Utkovski, Zoran and Jolakoski, Petar and Tevdovski, Dragan and Kocarev, Ljupco, The Socio-Economic Determinants of the Coronavirus Disease (COVID-19) Pandemic (April 14, 2020). Available at SSRN: https://ssrn.com/abstract=3576037 or http://dx.doi.org/10.2139/ssrn.3576037

Viktor Stojkoski (Contact Author)

Ss. Cyril and Methodius University - Faculty of Economics ( email )

Skopje
Macedonia

Zoran Utkovski

Macedonian Academy of Sciences and Arts

Petar Jolakoski

Ss. Cyril and Methodius University - Faculty of Economics ( email )

Skopje
Macedonia

Dragan Tevdovski

Ss. Cyril and Methodius University ( email )

blvd. Goce Delcev 9
Skopje, 1000
Macedonia

Ljupco Kocarev

Macedonian Academy of Sciences and Arts ( email )

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