Marginal Revolution has an interesting discussion on the question here.
A highlight:
if the average nondemocracy in their sample had transitioned to a democracy its GDP per capita would have increased from $2074 to $2489 in 25 years […] If we want countries to adopt democracy, twenty percent higher GDP in 25 years is not a big carrot.