Coronavirus epidemic can push millions of people in poverty. The shortage of healthcare resources, lack of sanitation, and population compactness leads to an increase in communicable diseases, which may increase millions of people add in a vicious cycle of poverty. The study used the number of factors that affect poverty incidence in a panel of 76 countries for a period of 2010-2019. The dynamic panel GMM estimates show that the causes of death by communicable diseases, chemical-induced carbon and fossil fuel combustion, and lack of access to basic hand washing facilities menace to increase poverty headcounts, whereas, an increase in healthcare expenditures substantially decreases poverty headcounts across countries. Further, the results show the U-shaped relationship between economic growth and poverty headcounts, as economic growth first decreases and later increase poverty headcount due to rising healthcare disparities among nations. The causality estimates show that lack of access to basic amenities lead to increase of communicable diseases including COVID-19 whereas chemical-induced carbon and fossil fuel emissions continue to increase healthcare expenditures and economic growth in a panel of selected countries. The rising healthcare disparities, regional conflicts, and public debt burden further 'hold in the hand' of communicable diseases that push millions of people in the poverty trap. 'D' is a disease, and '19′ shows 2019, as its first time visible at the end of December 2019. The COVID belongs to the viruses' family that comes across visible by common cold and respiratory diseases, which caused severe illness. The severity of this pandemic could get analyzed by the two common respiratory syndromes that seemed like COVID-19, i.e., "Severe Acute Respiratory Syndrome (SARS)" and the "Middle East Respiratory Syndrome (MERS)". The mutant form of this corona is also called "novel coronavirus" that officially declared to The Chinese government on January 7, 2020 and since named SARS-CoV-2 (Aljazeera, 2020). This virus spread through human-to-human transmission, coughing, sneezing, touching, etc., which shows the following symptoms, i.e., fever, shortage of breathing, coughing, etc. The more severity of illness leads to pneumonia, multiple organ failure and even death. The symptoms of this virus could be asymptomatic in infected peoples; however, usually, its symptoms could visible within 5-6 days that prolong up to 14-20 days. The COVID-19 is highly deadly virus especially for the older age population, the median the range above 60, and poor immune persons that already suffered from some underlying medical problems, including cancer, heart patients, diabetic, and severe respiratory problems (WHO, 2020). The prevention measures of the novel coronavirus are at two different levels, first an individual level,