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Bank Lines of Credit in Corporate Finance: An Empirical Analysis

Review of Financial Studies 2009 22(3), 1057-1088
I empirically examine the factors that determine whether firms use bank lines of credit or cash in corporate liquidity management. I find that bank lines of credit, also known as revolving credit facilities, are a viable liquidity substitute only for firms that maintain high cash flow. In contrast, firms with low cash flow are less likely to obtain a line of credit, and they rely more heavily on cash in their corporate liquidity management. An important channel for this correlation is the use of cash flow-based financial covenants by banks that supply credit lines. I find that firms must maintain high cash flow to remain compliant with covenants, and banks restrict firm access to credit facilities in response to covenant violations. Using the cash-flow sensitivity of cash as a measure of financial constraints, I provide evidence that lack of access to a line of credit is a more statistically powerful measure of financial constraints than traditional measures used in the literature. The Author 2007. Published by Oxford University Press on behalf of The Society for Financial Studies. All rights reserved. For Permissions, please email: [email protected], Oxford University Press.

The Real Effects of Debt Certification: Evidence from the Introduction of Bank Loan Ratings

Review of Financial Studies 2009 22(4), 1659-1691
I examine the introduction of syndicated bank loan ratings by Moody's and Standard & Poor's in 1995 to evaluate whether third-party rating agencies affect firm financial and investment policy. The introduction of bank loan ratings leads to an increase in the use of debt by firms that obtain a rating, and also increases in firms' asset growth, cash acquisitions, and investment in working capital. Consistent with a causal effect of the ratings, the increase in debt usage and investment is concentrated in the set of borrowers who are of lower credit quality and do not have an issuer credit rating before 1995. A loan-level analysis demonstrates that previously unrated borrowers who obtain a loan rating gain increased access to the capital of less-informed investors. The results suggest that third-party debt certification has real effects on firm investment policy. The Author 2007. Published by Oxford University Press on behalf of The Society for Financial Studies. All rights reserved. For Permissions, please email: [email protected], Oxford University Press.

Bank Lines of Credit in Corporate Finance: An Empirical Analysis

Review of Financial Studies 2009 22(3), 1057-1088
[I empirically examine the factors that determine whether firms use bank lines of credit or cash in corporate liquidity management. I find that bank lines of credit, also known as revolving credit facilities, are a viable liquidity substitute only for firms that maintain high cash flow. In contrast, firms with low cash flow are less likely to obtain a line of credit, and they rely more heavily on cash in their corporate liquidity management. An important channel for this correlation is the use of cash flow-based financial covenants by banks that supply credit lines. I find that firms must maintain high cash flow to remain compliant with covenants, and banks restrict firm access to credit facilities in response to covenant violations. Using the cash-flow sensitivity of cash as a measure of financial constraints, I provide evidence that lack of access to a line of credit is a more statistically powerful measure of financial constraints than traditional measures used in the literature.]

The Real Effects of Debt Certification: Evidence from the Introduction of Bank Loan Ratings

Review of Financial Studies 2009 22(4), 1659-1691
[I examine the introduction of syndicated bank loan ratings by Moody's and Standard & Poor's in 1995 to evaluate whether third-party rating agencies affect firm financial and investment policy. The introduction of bank loan ratings leads to an increase in the use of debt by firms that obtain a rating, and also increases in firms' asset growth, cash acquisitions, and investment in working capital. Consistent with a causal effect of the ratings, the increase in debt usage and investment is concentrated in the set of borrowers who are of lower credit quality and do not have an issuer credit rating before 1995. A loan-level analysis demonstrates that previously unrated borrowers who obtain a loan rating gain increased access to the capital of less-informed investors. The results suggest that third-party debt certification has real effects on firm investment policy]

Information Asymmetry and Financing Arrangements: Evidence from Syndicated Loans

Journal of Finance 2007 62(2), 629-668 open access
I empirically explore the syndicated loan market, with an emphasis on how information asymmetry between lenders and borrowers influences syndicate structure and on which lenders become syndicate members. Consistent with moral hazard in monitoring, the lead bank retains a larger share of the loan and forms a more concentrated syndicate when the borrower requires more intense monitoring and due diligence. When information asymmetry between the borrower and lenders is potentially severe, participant lenders are closer to the borrower, both geographically and in terms of previous lending relationships. Lead bank and borrower reputation mitigates, but does not eliminate information asymmetry problems.

Explaining Corporate Capital Structure: Product Markets, Leases, and Asset Similarity

Review of Finance 2012 16(1), 115-155
Better measurement of the output produced and capital employed by firms substantially improves the ability to explain capital structure variation in the cross section. For every firm, we construct the set of other firms producing the same output using the set of product market competitors listed in the firm’s public Securities and Exchange Commission filings. In addition, we improve measurement of capital structure by explicitly accounting for leased capital. These two steps increase the explanatory power of the average capital structure of other firms producing similar output on a firm’s capital structure by 50% compared to using only the average unadjusted debt ratio of other firms in the same three-digit Standard Industrial Classification (SIC) code. We provide evidence that the large explanatory power of the capital structure of other firms producing similar output is related to the assets used in the production process. Our findings suggest that what a firm produces and the assets used in production are the most important determinants of capital structure in the cross section.

Credit Supply and Housing Speculation

Review of Financial Studies 2022 35(2), 680-719 open access
Credit supply expansion boosts housing speculation and amplifies the housing cycle. The surge in private-label mortgage securitization in 2003 fueled a large expansion in mortgage credit supply by lenders financed with noncore deposits. Areas more exposed to these lenders experienced a large relative rise in transaction volume driven by a small group of speculators, and these areas simultaneously witnessed an amplified housing boom and bust. Consistent with the importance of belief heterogeneity, house price growth expectations of marginal buyers rose during the boom, while housing market pessimism among the general population increased.

Fraudulent Income Overstatement on Mortgage Applications During the Credit Expansion of 2002 to 2005

Review of Financial Studies 2017 30(6), 1831-1864
Treating fraudulently overstated income on mortgage applications as true income can lead to incorrect conclusions on the nature of the mortgage credit supply expansion toward marginal borrowers from 2002 to 2005. A positive gap between zip-code-level income growth calculated from mortgage applications and income growth from the IRS likely reflects mortgage fraud, not an improvement in home-buyer income. In support of the credit supply view, mortgage credit for home purchase expanded significantly more in low-credit-score neighborhoods on both the extensive and intensive margins from 2002 to 2005, even though these neighborhoods deteriorated on many measures of income prospects.

Fraudulent Income Overstatement on Mortgage Applications During the Credit Expansion of 2002 to 2005

Review of Financial Studies 2017 30(6), 1832-1864 open access
Treating fraudulently overstated income on mortgage applications as true income can lead to incorrect conclusions on the nature of the mortgage credit supply expansion toward marginal borrowers from 2002 to 2005. A positive gap between zip-code-level income growth calculated from mortgage applications and income growth from the IRS likely reflects mortgage fraud, not an improvement in home-buyer income. In support of the credit supply view, mortgage credit for home purchase expanded significantly more in low-credit-score neighborhoods on both the extensive and intensive margins from 2002 to 2005, even though these neighborhoods deteriorated on many measures of income prospects.

The Effects of Fiscal Stimulus: Evidence from the 2009 Cash for Clunkers Program*

Quarterly Journal of Economics 2012 127(3), 1107-1142
We evaluate the impact of the 2009 Cash for Clunkers program on short- and medium-run auto purchases. Our empirical strategy exploits variation across U.S. cities in ex ante exposure to the program as measured by the number of “clunkers” in the city as of summer 2008. We find that the program induced the purchase of an additional 370,000 cars in July and August 2009. However, we find strong evidence of reversal; high clunker counties bought fewer autos in the 10 months after the program expired, which offset most of the initial purchases. We find no evidence of an effect on employment, house prices, or household default rates in cities with higher exposure to the program.