Johnson received a C. Day-Lewis Fellowship in 1977, and that year became writer-in-residence for the London Borough of Lambeth. He was made an Associate Fellow of Warwick University in 1985 and an Honorary Fellow of Wolverhampton Polytechnic in 1987, and in 1990 received an award at the XIII Premio Internazionale Ultimo Novecento from the city of Pisa for his contribution to poetry and popular music. In 1998 he was awarded the Premio Piero Ciampi Citta di Livorno Concorso Musicale Nazionale in Italy.