In 1958, Causley was made a Fellow of the Royal Society of Literature and was awarded a CBE in 1986.
In 1982, on his 65th birthday, a book of poems was published in his honour that included contributions from Ted Hughes, Seamus Heaney, Philip Larkin and twenty-three other poets, testifying to the respect and indeed love that the British poetry community had for him.