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Access to Credit by Small Businesses: How Relevant Are Race, Ethnicity, and Gender?

American Economic Review 2012 102(3), 532-537
This paper employs data from the 1998 and 2003 Survey of Small Business Finances to analyze whether, after controlling for observable factors that influence loan decisions, there is a significant difference in the loan approval rate and the interest rate charged on approved loans for businesses owned by minority or white females and firms owned by white males.

Access to Credit by Firms in Sub-Saharan Africa: How Relevant is Gender?

American Economic Review 2013 103(3), 293-297
The literature on the determinants of firms' financing constraints has paid little attention to gender as a determinant of access to finance. Using data for 34,342 firms from 90 developing countries, the paper analyzes the determinants of firms' financing constraints and assesses whether female-owned firms are more financially constrained than male-owned businesses. The results show that female-owned firms in sub-Saharan Africa are more likely to be financially constrained than male-owned firms, but there is no gender gap in other developing regions. The gender gap in sub-Saharan Africa is robust to variations in specifications and econometric estimation procedures.