Despite executing notable measures to prevent corruption, the number of cases continues to surge halting global progress to sustainable development goals (SDGs). The situation is particularly alarming in developing countries as indicated by the increase in the corruption perception rate due to the lack of an effective system identifying early warning signs of corruption (EWSC). This study aims …