Despite Africa's potential for tourism, the continent's tourism endowments are still largely underdeveloped and underutilized. The identification and enquiry into the drivers of international tourism demand in Africa is, therefore, key to any effort to understand and explain changes in tourism demand in Africa. This study, therefore, uses Poisson regression model to determine the key drivers of international tourism demand in 44 African countries, employing annual data over the period 1995-2015. The outcomes of the Poisson regression show that taste formation, real exchange rate, infrastructure, political stability and absence of violence, per capita income, FDI, and trade openness are significant drivers of international tourism into Africa. However, travel costs and domestic prices are not significant drivers of the decision to travel to Africa.