Effect of Universal TB Vaccination and Other Policy-Relevant Factors on the Probability of Patient Death from COVID-19
8 Pages Posted: 16 Jun 2020
Date Written: June 2, 2020
The possibility of reoccurring waves of the novel coronavirus that triggered the 2020 pandemic makes it critical to identify underlying policy-relevant factors that could be leveraged to decrease future COVID-19 death rates. We examined variation in a number of underlying, policy-relevant, country-level factors and COVID-19 death rates across countries. We found three such factors that significantly impact the survival probability of patients infected with COVID-19. In order of impact, these are universal TB (BCG) vaccination, air pollution deaths and a health-related expenditure. We quantify each probability change by age and sex. To deal with small sample size and high correlations, we use an information-theoretic inferential method that also allows us to introduce priors constructed from independent SARS data.
Note: Conflict of Interest: The authors declare no competing interests.
Funding: None to declare
Ethical Approval: None, data was publicly available
Keywords: BCG vaccine, coronavirus, COVID-19, health expenditure, inference, information theory, policy, pollution level
JEL Classification: C13, C14, C18, C25, C40, I10, I18
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