Entry rates have a negative long-run effect on US regional growth, which contradicts innovation-based growth models. This puzzle is resolved when a model-consistent specification is estimated using per capita entry growth. Evidence supports the Schumpeterian hypothesis of a positive relationship between exit and economic growth.