The sample contains all of the countries that has data from both World Health Organization and The World Bank, which allows for a wide economic range of countries being sampled. Most of these countries have experienced a year and half into the pandemic. The number of COVID-19 cases goes from 0 cumulative cases from countries such as Kiribati and Micronesia to 40,804,998 cases from the United States last September 30, 2021 \citep{WorldHealthOrganization2021}. Population sizes are different too, with Nauru having the smallest population (10,764 people) and China having the largest population (1,397,715,000 people) last 2019 \citep{TheWorldBank2021}.