Introduction In the contemporary era of digital transformation, the education sector has undergone significant changes, particularly in the methods of assessment. One such widely adopted method is the online Multiple Choice Question (MCQ) examination, which provides an efficient, standardized, and scalable approach to evaluating learners’ know