Open Access. Powered by Scholars. Published by Universities.®

Education Commons

Open Access. Powered by Scholars. Published by Universities.®

Articles 1 - 4 of 4

Full-Text Articles in Education

Delivering The Right Message For Maximum Impact In The Student Enrollment Journey, Ashley Miller Jan 2024

Delivering The Right Message For Maximum Impact In The Student Enrollment Journey, Ashley Miller

University Administration Publications

Meeting today's prospective college students where they are is key to staying ahead of current enrollment challenges. Understanding which messages resonate with which students and at certain parts of the enrollment funnel helps to ensure institutions are getting the right message, to the right student, at the right time in their journey. By utilizing a MaxDiff approach, one can better understand the impact a particular message has compared to others and which combination of messages will ultimately drive action. The maximum difference scaling (MaxDiff) method provides useful guidance on how enrollment professionals can better segment their communication strategies to their …


Automatic Classification Of Activities In Classroom Videos, Jonathan K. Foster, Matthew Korban, Peter Youngs, Ginger S. Watson, Scott T. Acton Jan 2024

Automatic Classification Of Activities In Classroom Videos, Jonathan K. Foster, Matthew Korban, Peter Youngs, Ginger S. Watson, Scott T. Acton

VMASC Publications

Classroom videos are a common source of data for educational researchers studying classroom interactions as well as a resource for teacher education and professional development. Over the last several decades emerging technologies have been applied to classroom videos to record, transcribe, and analyze classroom interactions. With the rise of machine learning, we report on the development and validation of neural networks to classify instructional activities using video signals, without analyzing speech or audio features, from a large corpus of nearly 250 h of classroom videos from elementary mathematics and English language arts instruction. Results indicated that the neural networks performed …


Older And Wiser? Relative Age And College Course Failure, P. Wesley Routon, Jay K. Walker Jan 2024

Older And Wiser? Relative Age And College Course Failure, P. Wesley Routon, Jay K. Walker

Economics Faculty Publications

A student's relative age in their schooling cohort has been shown related to several measures of academic and labor market success. Here, we focus on a singular outcome: the probability of college course failure. Even within a sample constrained to students with traditional academic progression and who completed their college degree program, we find evidence relatively younger students were more likely to fail courses. The estimated impact is larger for males, minorities, and those with less academic success before college. Statistical significance remains constant across the parental income distribution. Students within the sample represent over 600 colleges and universities across …


Unwritten Ground Rules Of School Choice: Excavating Capital As A Regulator Of Access To Educational Goods, Jason E. Saltmarsh Jan 2024

Unwritten Ground Rules Of School Choice: Excavating Capital As A Regulator Of Access To Educational Goods, Jason E. Saltmarsh

Educational Leadership & Workforce Development Faculty Publications

District leaders in school choice contexts tend to overlook the many hidden costs of selecting schools in terms of mobility, time, liquidity, and labor. Meanwhile, a body of literature on school choice policies and cultural, social, and political capital shows that middle-class parents use the resources they possess to get the school access they want. In this study, I critically examine the complex interplay between school choice policies and forms of capital. This analysis extends our empirical understanding of the political dimensions of families’ school choices—the way parent resources, relationships, and strategies determine “who gets what, when, and how” (Laswell, …