with Samuli Knüpfer, Ville Rantala, and Petra Vokata
We study household responses to “phantom riches”—the illusion of attaining substantial wealth—by using administrative data on Ponzi scheme investors. An event-study design exploiting staggered entry shows investors experience a 6 percent labor income loss. Income first declines when an investor joins the scheme, consistent with distorted beliefs lowering labor supply. The scheme’s collapse evokes a further decrease, which we attribute to financial stress caused by the collapse. Investors also face higher unemployment and indebtedness and shy away from delegated investments. The long-run income loss twice exceeds the direct investment loss and substantially adds to the social cost of fraud.