Improving learning effectiveness with adaptive physical tools

csail
Date Completed
Abstract

Prof. Mueller and her team will develop a set of adaptable tools across different application areas, first focusing on conceptual development, then carried out by the students in her class in the fall. Next, the team will measure the learning gain and study the learning effectiveness of these new adaptive tools versus current adaptive tools through a randomized control trial. Finally, the team will develop a framework for designing adaptive tools with optimal learning effectiveness which will be fully automated, ensuring every learner can learn independently without the need for additional teachers. This new adaptive system has the potential to lead to higher retention of learners since learners are not overwhelmed but challenged at just the right level.

Researchers
Stefanie Mueller, Robert C. Miller
Lab Name
CSAIL