Gema Zamarro, an education reform and economics professor at the University of Arkansas, has been tracking the implementation of the Arkansas pay overhaul as part of an ongoing evaluation of the program. Early research from Zamarro and her colleagues has found the pay restructuring has helped rural districts be more competitive with larger nearby districts in recruiting and retaining new teachers, and has reduced the number of teachers leaving the classroom for other fields.