Revised Bloom’s Taxonomy and the Structure of the Observed Learning Outcome Taxonomy for Classifying Multiple-Choice Questions:

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Abstract Teachers’ accurate classification of cognitive demand is essential when developing assessment instruments. This study examined Malaysian science teachers’ proficiency in classifying 30 science multiple-choice questions ( MCQ s) according to the revised Bloom’s taxonomy ( RBT ) and the Structure of the Observed Learning Outcome ( SOLO ) taxonomy. Classifications were conducted over three rounds using the bookmark procedure, with revisions after discussion. Initial agreement was low, improving to moderate in the second. During the discussions, some teachers displayed professional judgement, while others were influenced by personal interpretive tendencies. Final classifications were compared to those of the research team, showing higher agreement for RBT than for the SOLO taxonomy. Most panelists demonstrated varied accuracy in individual item classification. A chi-square test revealed significant association ( χ 2 (1) = 26.12, p < .001), indicating that both taxonomies measure cognitive complexity in similar ways, with lower-order thinking aligning with surface-level learning and higher-order thinking aligning with deep-level learning.

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