Language is central to education, being the core medium of instruction. Researchers and practitioners have long used manual methods to analyze instructional language like classroom discourse and instructional texts, with the goal of facilitating student-centered instruction. In this dissertation, I offer three studies demonstrating how natural…

Investigated representation of females in computer education texts for grades K-12 published within last decade. Females were found to be under represented in positions of power and as active computer users although overrepresented as passive in relation to the computer. In general, females were well represented in the test, but the roles in which…