This study investigates how firm-level political connections (PCs) play a role in their access to bank credit. We decompose the bank loan application process into the self-selection process of firms and the selection process of banks. Using 17,249 firms from 2018‒2020 World Bank Enterprise...

Using a comprehensive dataset on unlisted firms in 22 developing countries this paper analyses the relationship between gender, microfinance and access to bank credit. Using heckprobit to control sample selection bias, we reveal evidence of discrimination against female-owned and female-led...