That's in fact not at all what the research says. There's a decent amount of research that suggests that they actually increase corruption. There's overwhelming evidence that they increase the power of lobbyists and interest groups.
This is a classic one of those ideas that many people intuitively "feel" makes sense but is actually just terrible policy.