This study investigates how credit supply shocks impact firm-level investment across the euro area using the novel AnaCredit database. Employing the methodology developed by Amiti and Weinstein (2018), we decompose loan growth rates into four components: bank-specific, firm-specific,...

We describe a novel mechanism via which multinational enterprises (MNEs) can serve to propagate productivity and credit supply shocks across borders. We augment the costly-state-verification model of Bernanke et al. [1999] with the internal capital market constraint of an MNE to analyze the...

This paper examines how monetary tightening transmits to bank credit supply through deposit funding conditions during the 2022-23 cycle. Using a quarterly panel of more than 3,800 US commercial banks, it constructs predetermined exposure indices measuring depositor sophistication, branch...

Economic benefits of financial inclusion, meaning a broadening access of the population to financial services, have been studied extensively, but less is known about its potential effects on financial stability. We explore the complementarity between credit booms and episodes of rapid expansion...

We investigate the role of government credit in monetary policy transmission, using detailed credit registry data from Brazil. We find that government direct credit can effectively support small and medium-sized enterprises (SMEs) in a tight monetary policy environment, aligning with...

This paper investigates the external drivers of Cambodia’s credit cycles using a dynamic factor model. Results indicate that common global and regional factors explain over 60 percent of credit growth variance, reflecting one of Asia’s highest sensitivities to external conditions. The...

This paper studies the effects of stablecoin adoption-crypto-assets designed to maintain a stable value relative to a reference asset-on bank intermediation and the transmission of monetary policy. Using evidence from the rapid expansion of stablecoins combined with confidential granular data on...

This paper evaluates the employment and sales effects of two widely used financial support instruments for small and medium-sized enterprises, interest rate subsidies and credit guarantees, using administrative program data from Kazakhstan matched to the universe of firms. Utilizing staggered...

The study examines how cost of credit, digital finance and bank capital shape MSME lending and performance in Kenya. Using FinAccess 2024 microdata and bank-level panel data (2011-2024), we estimate a control-function Probit, Mundlak Random Effects Logit and System-GMM model. Results show that...

Data from the Central Bank of Kenya show that, in the 12 months to December 2024, the banking sector generated approximately 35.3% of its overall lendingrelated income from the MSME sector, almost half of which was from small and microenterprises (SMEs). During the same period, banks and...

This paper examines the incidence and determinants of credit rationing and borrower discouragement among Kenyan SMEs using firmlevel data from the 2018 World Bank Enterprise Survey. Only about onequarter of firms report no financing obstacles, while the majority face constraints of varying...

This paper constructs a novel firm-level measure of geopolitical risk using textual analysis of 130,061 earnings conference call transcripts and examines its impact on firms' reliance on bank-based financing. Using a panel of 4,692 listed firms across 38 countries over 2005-2024, we find that...

Partial dollarization is a significant phenomenon in the banking sectors of many developing countries, yet evidence on its spread through bank branch networks remains scarce. This paper investigates interregional capital flows within Cambodia's banking system, characterized by the coexistence of...

This study investigates how bank mergers and acquisitions (M&As) reshape the monitoring architecture of syndicated loans and, by extension, borrowers' financing conditions. Using a global panel of 20,299 syndicated loan contracts, originating in 43 countries between 1982 and 2020, we link LPC...

The present paper utilizes AnaCredit loan-level data to examine the impact of regional loan market structure on lending rates. The analysis focuses on newly issued loans to small non-financial corporations in the euro area during the monetary policy tightening phase of 2022 and 2023. The...

We examine how banks' depositor composition shapes lending behavior, using granular supervisory data on deposits, loans, and securities for the largest U.S. banks. Classifying banks by depositor specialization, we find persistent differences in funding that translate to differences in asset...