Spatial analytics receive increased attention in educational data mining. A critical issue in stop detection (i.e., the automatic extraction of timestamped and located stops in the movement of individuals) is a lack of validation of stop accuracy to represent phenomena of interest. Next to a radius that an actor does not exceed for a certain…

As schools strive to instill college and career readiness within students, the academic success of students continues to be a priority of educators and administrators alike. The classroom learning environment utilized by students was examined throughout this study. Specifically, this study examined how the spaces within the classroom are utilized…

Through a conceptual framework focused on student engagement, this article explores students' perceptions about the impact the design of learning environments has on student engagement. The current mixed-methods study was conducted at two Texas replacement elementary schools where the entire learning community, all teachers, administrators, staff,…

Teachers' efforts to manage classroom social dynamics can have positive effects on students' social relationships. One way that teachers may seek to manage these relationships is through seating arrangements. In a randomized control trial, van den Berg, Segers, and Cillessen (2012) found that closer proximity in the classroom can reduce disliking…

The changing nature of education has forced educators to rethink the role of classrooms in student learning. Prior research has shown that the environmental and structural design of education centers impact student learning. With a dozen variables to deal with, classroom designers are faced with the daunting task of selecting one plan from the…

New evidence builds upon the Student Engagement IndexTM and Teacher Engagement IndexTM research (Scott-Webber, Konyndyk, & French, 2019; Scott-Webber, Konyndyk, French, & French, 2018; Scott-Webber, Konyndyk, French, Lembke, & Kinney, 2017) determining post-occupancy answers to, "Can we demonstrate that the design of the built…

This study reports the results of an innovative assignment in which preservice teachers' mental representations were examined through drawing floor plans of an "ideal middle-level mathematics classroom." The 41 middle-level mathematics preservice teachers created two floor plans, one at the beginning of the semester and the other for the…