Pascoe was born in Portsmouth, England. He was educated at Portsmouth Southern Grammar School. He undertook higher education at Borough Road College, Isleworth, where he received a Certificate in Education, and the University of London, where he received an Honours degree in Education. He married Della Patricia James in 1970. They have one son and one daughter.