Robert E. Alexander earned a bachelor's degree in political science, a master's of divinity from Duke University and a doctorate in higher education from the University of South Carolina. He also attended the Management Program at Harvard Business School. Alexander retired from the University of South Carolina Aiken after seventeen years as chancellor and more than thirty-four years as a professor and administrator.