Dr. Julie M. Smith is a senior education researcher at the Institute for Advancing Computing Education. She holds degrees in Curriculum & Instruction and Software Development. She also completed a doctoral program in Learning Technologies at the University of North Texas. Her research focus is computer science education, particularly the intersection of learning analytics, learning...