Social and Behavioral Sciences Commons^™

Classification Accuracy Of Mixed Format Tests: A Bi-Factor Item Response Theory Approach, Wei Wang, Fritz Drasgow, Liwen Liu

Publications and Research

Mixed format tests (e.g., a test consisting of multiple-choice [MC] items and constructed response [CR] items) have become increasingly popular. However, the latent structure of item pools consisting of the two formats is still equivocal. Moreover, the implications of this latent structure are unclear: For example, do constructed response items tap reasoning skills that cannot be assessed with multiple choice items? This study explored the dimensionality of mixed format tests by applying bi-factor models to 10 tests of various subjects from the College Board’s Advanced Placement (AP) Program and compared the accuracy of scores based on the bi-factor analysis with …