This study gives an overview of recent innovations in the financing of small and medium-sized enterprises (SMEs) in Asia. While SMEs are an important contributor to employment and gross domestic product in Asia, they often face significant credit constraints. Recently, in the context of Asia's...

This paper compares the predictive power of credit scoring models based on machine learning techniques with that of traditional loss and default models. Using proprietary transaction-level data from a leading fintech company in China for the period between May and September 2017, we test the...

Credit markets around the world are undergoing a deep transformation. Fintech and big tech firms are providing more lending to households and small businesses. A new database estimates that fintech credit flows reached USD 223 billion in 2019, while big tech credit reached USD 572 billion. What...

This paper studies how the California Consumer Privacy Act (CCPA), a comprehensive privacy law that grants users control over their data, affects fintech lending. To develop hypotheses we build a parsimonious screening model. Consumers apply for loans with banks and a fintech that has a superior...

Small business lending (SBL) plays an important role in funding productive investment and fostering local economic growth. Recently, nonbank lenders have gained market share in the SBL market in the United States, especially relative to community banks. Among nonbanks, fintech lenders have...