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Borrower Misreporting and Loan Performance

Journal of Finance 2015 70(1), 449-484
ABSTRACT Borrower misreporting is associated with seriously adverse loan outcomes. Significantly more residential mortgage borrowers reported personal assets just above round number thresholds than just below. Borrowers who reported above‐threshold assets were almost 25 percentage points more likely to become delinquent (mean delinquency was 20%). For applicants with unverified assets, the increase in delinquency was greater than 40 percentage points. Misreporting was most frequent in areas with low financial literacy or social capital. Incorporating behavioral cues such as threshold effects into a risk assessment model improves its ability to uncover delinquencies, though at a cost of mischaracterizing some safe loans.

Collateral Damage: Low-Income Borrowers Depend on Income-Based Lending

Journal of Financial and Quantitative Analysis 2025 open access
Abstract We use negative durability shocks from vehicle discontinuations to study asset-backed lending and income-based lending (IBL) in auto finance. Discontinuations lead to increased down payments, higher loan-to-value ratios, and larger post-default personal recoveries. These results all indicate that economically disadvantaged consumers are relatively more reliant on unsecured IBL, in stark contrast to corporate financing patterns. Vehicle recoveries on discontinued cars are lower for borrowers who purchase after discontinuations, implying that depreciation is partially borrower-dependent. Our findings suggest that lower-income borrowers, in particular, benefit from technologies that facilitate IBL, such as income monitoring.

Competing for Deal Flow in Local Mortgage Markets

The Review of Corporate Finance Studies 2023 12(2), 366-401
Abstract The U.S. mortgage market exhibits competitive instability in which some lenders rapidly emerge from the fringe to substantial market shares. Using inferred discontinuities in application acceptance models to generate local lending shocks, we analyze the impact on a lender of a surge in originations by its competitors. We show that the quickest-growing (but not the largest) competitors divert applications and originations from other lenders. Facing a quickly growing competitor, lenders charge higher interest rates, partially because of the increased risk of their loans. Loan performance suffers for other lenders as the quickest-growing competitor’s originations increase. (JEL G21, D40) Authors have furnished an Internet Appendix, which is available on the Oxford University Press Web site next to the link to the final published paper online.

Confronting Information Asymmetries: Evidence from Real Estate Markets

Review of Financial Studies 2004 17(2), 405-437
There are relatively few direct tests of the economic effects of asymmetric information because of the difficulty in identifying exogenous information measures. We propose a novel exogenous measure of information based on the quality of property tax assessments in different regions and apply this to the U.S. commercial real estate market. We find strong evidence that information considerations are significant. Market participants resolve information asymmetries by purchasing nearby properties, trading properties with long income histories, and avoiding transactions with informed professional brokers. The evidence that the choice of financing is used to address information concerns is mixed and weak.

Informal Financial Networks: Theory and Evidence

Review of Financial Studies 2003 16(4), 1007-1040
We develop a model of informal financial networks and present corroborating evidence by studying the role of property brokers in the U.S. commercial real estate market. Our model demonstrates that service intermediaries, who do not themselves supply loans, can facilitate their clients' access to finance through informal relationships with lenders. Empirically we find that, controlling for endogenous broker selection, hiring a broker strikingly increases the probability of obtaining bank finance. Our results demonstrate that even in the United States, with its well-developed capital markets, informal networks play an important role in controlling access to finance.

Investment in organization capital

Journal of Financial Intermediation 2012 21(2), 268-286
We study a firm’s investment in organization capital by analyzing a dynamic model of language development and intrafirm communication. We show that firms with richer internal language (i.e., more organization capital) have lower employee turnover, and higher diversity in skill and wages among incumbents who are promoted from within the firm. Our results also suggest that firms in rapidly changing industries are less likely to invest in organization capital, and are more likely to have high managerial turnover. Finally, our model shows that employment protection regulations lead to more investment in organization capital but less innovation.

Catastrophic Risk and Credit Markets

Journal of Finance 2009 64(2), 657-707
ABSTRACT We provide a model of the effects of catastrophic risk on real estate financing and prices and demonstrate that insurance market imperfections can restrict the supply of credit for catastrophe‐susceptible properties. Using unique micro‐level data, we find that earthquake risk decreased commercial real estate bank loan provision by 22% in California properties in the 1990s, with more severe effects in African–American neighborhoods. We show that the 1994 Northridge earthquake had only a short‐term disruptive effect. Our basic findings are confirmed for hurricane risk, and our model and empirical work have implications for terrorism and political perils.

Bank Mergers and Crime: The Real and Social Effects of Credit Market Competition

Journal of Finance 2006 61(2), 495-538
ABSTRACT Using a unique sample of commercial loans and mergers between large banks, we provide micro‐level (within‐county) evidence linking credit conditions to economic development and find a spillover effect on crime. Neighborhoods that experience more bank mergers are subject to higher interest rates, diminished local construction, lower prices, an influx of poorer households, and higher property crime in subsequent years. The elasticity of property crime with respect to merger‐induced banking concentration is 0.18. We show that these results are not likely due to reverse causation, and confirm the central findings using state branching deregulation to instrument for bank competition.

Financial Flexibility: At What Cost?

Journal of Financial and Quantitative Analysis 2021 56(1), 249-282
Abstract Firms strategically borrow in different locations. Approximately one-quarter of Peruvian companies with operations in multiple areas source their financing from more than one province. Mining windfalls generate finance supply shocks, leading to the provision of more credit at lower average rates, and we show that firms exploit geographic financial flexibility by concentrating their borrowing in booming locations. Firms are less likely to initiate borrowing in new markets when their current borrowing provinces are thriving. The pursuit of flexibility in borrowing markets, however, degrades a firm’s relationships with its existing lenders, thereby heightening its risk of future financial distress.

Do Liquidation Values Affect Financial Contracts? Evidence from Commercial Loan Contracts and Zoning Regulation*

Quarterly Journal of Economics 2005 120(3), 1121-1154
We examine the impact of asset liquidation value on debt contracting using a unique set of commercial property non-recourse loan contracts.We employ commercial zoning regulation to capture the flexibility of a property's permitted uses as a measure of an asset's redeployability or value in its next best use.Within a census tract, more redeployable assets receive larger loans with longer maturities and durations, lower interest rates, and fewer creditors, controlling for the current value of the property, its type, and neighborhood.These results are consistent with incomplete contracting and transaction cost theories of liquidation value and financial structure.