 The article proposes a method using seven indicators and principle component analysis, PCA, to forecast the transition from endemic to epidemic phases in contagious diseases, specifically COVID-19, and applies it to retro predicting endemic slash epidemic transitions of COVID-19 outbreaks in seven countries. This article was authored by Jules Waku, K.O.D. Ashinubi, Umar Mohammed Adam, and others.