The paper that is cited, https://www.nber.org/papers/w19276.pdf divides entrepreneurs into two groups, those with incorporated businesses and those with unincorporated businesses. Then says those with unincorporated businesses don't count. And then draws conclusions about entrepreneurs based on only the incorporated ones.