The Dictator's Handbook explained this in 2011: corruption in autocracies is the governance model — it's how you pay a small winning coalition to keep you in power . So citizens aren't surprised by it, they're just not in the coalition. The paper's contribution is putting a multilevel regression on what Bueno de Mesquita already drew as a diagram.