Reducing public pensions is something state lawmakers are all for — unless it’s their own nest eggs.

Lawmakers in a handful of states put off their own pain, even though they approved sweeping structural changes for every other state employee. In Missouri, for example, all state employees now have to contribute 4 percent of their salaries toward their retirement benefits under a law passed two years ago. Those who made the law, though, gave themselves a pass...