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Discussion Paper
Do Bank Shocks Affect Aggregate Investment?
Traditionally, we have thought of the fates of specific banks as perhaps symptomatic of problems in the financial market but not as causal determinants of fluctuations in aggregate investment and other real economic activity. However, the high level of bank concentration in much of the OECD (Organisation for Economic Co-operation and Development) means that large amounts of lending are channeled through a small number of institutions that are no longer small even in comparison to the largest economies. Consequently, problems in a few large institutions could potentially have a large impact on ...
Report
University choice: the role of expected earnings, non-pecuniary outcomes, and financial constraints
We investigate the determinants of students? university choice, with a focus on expected monetary returns, non-pecuniary factors enjoyed at school, and financial constraints, in the Pakistani context. To mitigate the identification problem concerning the separation of preferences, expectations, and markets constraints, we combine rich data on individual-specific subjective expectations about labor market and non-pecuniary outcomes, with direct measures of financial constraints and students? stated school choice both with and without financial constraints. Estimates from a life-cycle model ...
Report
How much do bank shocks affect investment? Evidence from matched bank-firm loan data
We show that supply-side financial shocks have a large impact on firms' investment. We do this by developing a new methodology to separate firm-borrowing shocks from bank supply shocks using a vast sample of matched bank-firm lending data. We decompose loan movements in Japan for the period 1990 to 2010 into bank, firm, industry, and common shocks. The high degree of financial institution concentration means that individual banks are large relative to the size of the economy, which creates a role for granular shocks as in Gabaix (2011). As a result, bank supply shocks?that is, movements in ...
Report
Credit, Income and Inequality
Analyzing unique data on loan applications by individuals who are majority owners of small firms, we detail how a bank’s credit decisions affect their future income. We use the bank’s cutoff rule, which is based on the applicants’ credit scores, as the discontinuous locus providing exogenous variation in the decision to grant loans. We show that application acceptance increases recipients’ income five years later by more than 10 percent compared to denied applicants. This effect is mostly driven by the use of borrowed funds to undertake investments, and is stronger when individuals ...
Working Paper
Auto Sales and Credit Supply
Vehicle purchases fell by more than 20 percent during the 2007-09 recession, and auto loan originations fell by a third. We show that vehicle purchases typically account for an outsized share of the contraction in economic activity during a recession, in part because a concurrent tightening in auto lending conditions makes car purchases less affordable for many households. We explore the link between lending conditions and vehicle purchases with a novel gauge of credit supply conditions--household perceptions of vehicle financing conditions as measured on the Reuters/University of Michigan ...
Working Paper
The effects of changes in local-bank health on household consumption
This study investigates the relationship between credit availability and household consumption using a novel approach to separate credit demand and supply. We find that a deterioration in local bank health reduces household consumption, with the strongest effects occurring for households that are more likely to need credit—especially those experiencing a negative income shock and having limited liquid assets. The main contributions of the study are the use of an arguably exogenous measure of local bank health and multifaceted indicators of constrained households. Our findings contribute to ...
Working Paper
The effects of changes in local-bank health on household consumption
Focusing on localized measures of bank health and economic activity, and renters as well as homeowners, this paper uses an innovative approach to identifying households likely in need of credit to investigate the effect on household spending of a deterioration in local-bank health. The analysis shows that local-bank health tends to impact the expenditures of renters more than homeowners, with the strongest effects for households that likely need credit?those experiencing a negative income shock and having limited liquid wealth. These findings contribute to the discussion of the linkages ...
Working Paper
Financial Development and International Trade
This paper studies the industry-level and aggregate implications of financial development on international trade. I set up a multi-industry general equilibrium model of international trade with input-output linkages and heterogeneous firms subject to financial frictions. Industries differ in capital-intensity, which leads to differences in external finance dependence. The model is parameterized to match key features of firm-level data. Financial development leads to substantial reallocation of international trade shares from labor- to capital-intensive industries, with minor effects at the ...
Report
Tuition, Debt, and Human Capital
This paper investigates the effects of college tuition on student debt and human capital accumulation. We exploit data from a random sample of undergraduate students in the United States and implement a research design that instruments for tuition with relatively large changes to the tuition of students who enrolled at the same school in different cohorts. We find that $10,000 in higher tuition causally reduces the probability of graduating with a graduate degree by 6.2 percentage points and increases student debt by $2,961. Higher tuition also reduces the probability of obtaining an ...