All people nee to make decisions from time to time. Given limited time in formulating policies and addressing public problems, public administrators must enjoy a certain degree of discretion in planning, revising and implementing public policies. In other words, they must engage in decision-making (Gianakis, 2004). Over the years, many scholars tried to devise decision-making models to account for the policy making process.