Data-Driven Education
University
Course
VPH
Goals
This team focuses on the effects that data are having in shaping education, on how new, rich educational data sources can be used to improve content, instruction and learning. Specifically, we look to the vast array of data that can be collected around educational opportunities at Georgia Tech and how those data shape educational practice.
Issues
Georgia Tech utilizes a variety of digital platforms to foster education, from our learning management systems to Piazza discussion forums to MOOC platforms such as Coursera and edX. These platforms generate myriad data points about the trajectory of learning, ranging from content and video consumption to forum participation to assessments of learning to background characteristics of the learners. However, much of this information goes unused both in terms of research for understanding learners and research for improving instruction.
Tools and Methods
Big data
Learning Analytics
Educational Research
Learning Science
Social Statistics
Hypothesis Testing
Desired Majors
Computer Engineering
Computer Science
Computational Media
Business Administration
Physics
Science, Technology, and Culture
History and Sociology of Technology and Science