However, written examination is the most common approach used by any higher education institutions for students' assessment. Question is an element that is intertwined with the examination. Questions raised in the paper plays an important role in efforts to test the students' overall cognitive levels held each semester. Effective style of questioning as described by Swart (2010) is always an issue to help students attend to the desired learning outcome. Furthermore, to make it effective, balancing between lower and higher-level question is a must Swart (2010). Bloom's Taxonomy, created by Bloom (1956), has been widely accepted as a guideline in designing reasonable examination questions belonging to various cognitive levels. The hierarchical models of Bloom’s are widely used in education fields (Chang & Chung, 2009) constructing questions (Lister & Leaney, 2003), to ensure balancing and student cognitive mastery