This study analyzes a decline in the ability to obtain financing as a potential explanation for the observed decrease in the U.S. self-employment. The shrinking of the U.S. bank branch network since 2010 and the increased average borrower-lender distance reduce the accessibility of credit institutions for borrowers. To evaluate the impact of the CMA on entry into self-employment, I disaggregate the self-employed into two categories: entrepreneurs whose businesses depend on business loans (incorporated self-employed) and other self-employed (unincorporated self-employed). Using a novel data source (the Community Advantage Panel Survey database), I find that the proximity of credit market institutions has heterogeneous effects on the transition to self-employment. An improvement in the CMA increases the likelihood of transition to incorporated self-employment. But for the unincorporated self-employed, the effect is the opposite: the probability of transition to unincorporated self-employment decreases, and workers of this type are more likely to switch to paid employment to be able to receive non-business related loans. The paper discusses the implications of these results for different policies.