While the country has been able to bring down inflation to single digit, recent developments seem to threaten the inflation target. A short-term forecasting model for inflation is estimated through the incorporation of cost-push and demand-pull factors. Simulation results indicate the need to minimize the increase in petroleum product prices if the inflationary impact is to be minimized.