The goal of the study was to examine whether the introduction of handheld data collection tools and new pedagogical practices embedded in an action research project is a feasible expectation for novice teachers. For this reason, teacher candidates were given handheld computers equipped with data-collection software to assess the effectiveness of tutoring sessions with students identified with special needs.