Green’s Dictionary of Slang

John Walker n.

In phrases

do a John Walker (v.)

(N.Z. prison) to make an escape.

2001

D. Looser Boobslang [U. Canterbury D.Phil. thesis] 96/1: John Walker n. ? do a John Walker to escape from prison, to ‘do a runner’.