 His family moved to Altoona, Pennsylvania, where Flanagan played football under coach Earl Strohm at Altoona High School.When he was inducted into the Blair County Sports Hall of Fame in 1987, Flanagan noted that he had not been a star player in high school and was not a starter until his senior year.Flanagan played college football at Purdue University from 1962 to 1964.