Alice W. Brown spent much of her academic life as an administrator at Eastern Kentucky University and the University of Kentucky, having taught previously at Appalachian State, Ohio University, and Eastern Kentucky University. She directed an Andrew W. Mellon Foundation grant that led to the formation of the Appalachian College Association, which she then led as president until her retirement.