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...

Local currency borrowers are statistically significantly affected by exchange rate fluctuations due to the bank lending channel. Using microdata on borrowers from Hungary, this study examines the spillover effects of foreign currency loans on local currency borrowers following an unexpected...

The purpose of this paper is to investigate the role of people's credit banks (BPRs), a predominant form of microfinance in Indonesia, in mitigating poverty. Using panel data from 31 provinces in Indonesia, this study employs static panel and panel models with instrument variables. Our findings...

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...

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...

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...

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...

Utilizing near real-time QuickBooks data from over 1.6 million small businesses and a targeted survey, this paper highlights the critical role credit card financing plays for small business activity. We examine a two year period beginning in January of 2021. A turbulent period during which,...

This paper examines the impact of monetary policy and central bank information on banks' lending using data on German bank balance sheets from 2002 to 2018. Local projection estimates show that the volume of loans to non-financial corporations declines significantly after a restrictive monetary...

This paper provides evidence on the nature of financial constraints faced by women entrepreneurs, especially in contexts of stringent social norms. Using micro-data from the World Bank Enterprise Surveys for 61 countries, the analysis shows that formal firms managed by women do not face credit...

We estimate the effects of personal income tax decreases on financial well-being, including qualitative subjective assessments and quantitative measures. A plausibly causal design shows that tax decreases in the Tax Cuts and Jobs Act made survey respondents more likely to say they were "living...

This study examines how dismantling Mafia-connected firms affects banks' lending practices. Using a unique dataset of 667 such firms and loan-level data from the European Central Bank, our analysis shows that anti-Mafia operations precede an increase in bank loans to businesses that operate in...

We examine whether loan portfolio sectoral specialization provides informational advantages to banks, enabling better credit risk assessment. Using euro area credit register data, we compare probabilities of default assigned by specialized and non-specialized banks to the same borrowing firm...

In this work, we systematically analyse the differences and similarities between TradFi (Traditional Finance) and DeFi (Decentralised Finance). Financial technology is rapidly expanding, and large technology firms are making advances in credit markets. The Internet of Value (IOV), with its...

Utilizing near real-time QuickBooks data from over 1.6 million small businesses and a targeted survey, this paper highlights the critical role credit card financing plays for small business activity. We examine a two year period beginning in January of 2021. A turbulent period during which,...

The economy's growth contributes to the general development of social life but also severely impacts the environment. Since many countries worldwide are moving towards green growth, credit policies to serve green growth goals play a critical role. Many countries with different levels of...

Purpose - This paper examines why farmers self-select out of formal credit markets even though they need external funds. Design/methodology/approach - We use probit and Bayesian probit estimators to detect the determinants of self-selection behavior based on a primary dataset of 2,212 rice...