We have developed simple data-mining algorithms to assess the consistency and the randomness of student responses to problems consisting of multiple true or false statements. In this paper we describe the algorithms and use them to analyze data from introductory physics courses. We investigate statements that emerge as outliers because the class…

Misconceptions about psychology are prevalent among introductory students. Just how prevalent and what can be done to change these misconceptions depends on valid methods of assessment. The most common method of assessment, the true/false questionnaire, is problematic. The present study compared true/false with forced choice formats to determine…