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This study proposes the combination of multiple-choice, multiple-attempt test items and CAT (MM-CAT). Our small-scale simulation study demonstrated that CAT can benefit from allowing multiple attempts on items by either improving the accuracy of theta estimates in fixed-length CAT or reducing the test length of variable-length CAT.