Thorogood was born on February 24, 1950 and was raised in Naamans Manor, a suburb of Wilmington. He was the middle one of five children. He graduated from Brandywine High School in 1968. He played semi-professional baseball. He turned to music after hearing a concert of John P. Hammond in 1970. 