Robyn talked about this song on the promo record SPECTRE, on which he explains each of the songs on RESPECT:
"Well, 'Railway Shoes' isn't on, actually ... it's not a term. You know,
it's not like ... we don't say 'Gol-blimey, mate, put yer railway shoes
on, guv,' back in the Old Country or anything. It's ... 'Railway Shoes'
is ... I was just sitting in the shed in the garden, playing the guitar
and out came the expression 'Railway Shoes.' I like a title. If you've
got a title it's much easier to work from: 'The Moon Inside,' 'Railway
Shoes,' they all existed as titles and tunes before they became fleshed
into anything definite. I was trying to sound like Richard Butler from
the Furs, really. [He chuckles.] It's made to sound like Richard Butler
trying to be Van Morrison, which is an unholy combination, I think. But
my skills as a mimic are obviously waning. [Laughs.] No, I was gonna
ask ... we didn't have time to ask people to come and play on the
record, but I was thinking of asking Richard to come and sing on
'Railway Shoes.' I can just hear him on the chorus: '[in a raspy,
Richard Butler-esque voice] Railway shoes!' You know, that kind of
thing."