A man who has lived above his means, or income, is said to have outrun the constable.
Definition taken from The 1811 Dictionary of the Vulgar Tongue, originally by Francis Grose.
Out At Heels * OutsNathan Bailey's 1736 Dictionary of canting and thieving slang
John S. Farmer's collection of canting songs and slang rhymes