Education Commons^™

Exploring The Ways In Which Highly Efficacious Intermediate Teachers Employ Best Practices In Reading Instruction For Struggling Readers, Terrence P. Young

Electronic Theses and Dissertations

The purpose of this mixed method study was to build on the earlier efficacy work of Tschannen, Moran, and Hoy (2001) and the reading teacher efficacy work of Szabo and Mokhtari (2004) to add to educational research related to teacher efficacy and reading. This study is specifically focused on the teaching of reading to struggling readers at the intermediate levels. The study was guided by four research questions that focused on the teaching of struggling readers at the intermediate level. Reading teacher self-efficacy levels were established through a survey instrument. In addition, data from two interviews, structured and semi-structured, about …

Automated Text Data Mining Analysis Of Five Decades Of Educational Leadership Research Literature: Probabilistic Topic Modeling Of Eaq Articles From 1965 To 2014, Yinying Wang, Alex J. Bowers, David J. Fikis

Educational Policy Studies Faculty Publications

Purpose: The purpose of this study is to describe the underlying topics and the topic evolution in the 50-year history of educational leadership research literature.

Methods: We used automated text data mining with probabilistic latent topic models to examine the full text of the entire publication history of all 1,539 articles published in Educational Administration Quarterly from 1965 to 2014. Given the computationally intensive data analysis required by probabilistic topic models, relying on high performance computing, we used a 10-fold cross validation to estimate the model in which we categorized each article in each year into one of 19 …