Incentives, the Freakonomics author Steven Levitt once quipped, are the “cornerstone of modern life”. To this I would add: only if the incentive is big enough.

In Australia at present there is considerable support for increasing the JobSeeker unemployment payment by a significant amount to make up for decades in which...