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Working Paper
Policy Intervention in Debt Renegotiation: Evidence from the Home Affordable Modification Program
The main rationale for policy intervention in debt renegotiation is to enhance such activity when foreclosures are perceived to be inefficiently high. We examine the ability of the government to influence debt renegotiation by empirically evaluating the effects of the 2009 Home Affordable Modification Program (HAMP) that provided intermediaries (servicers) with sizeable financial incentives to renegotiate mortgages. A difference-in-difference strategy that exploits variation in program eligibility criteria reveals that the program generated an overall increase in the intensity of ...
Journal Article
How do private firms use credit lines?
The authors find that firms that face higher upfront commitment fees, risk premium spreads or usage fees have smaller credit lines, while those with higher overdraft fees have larger ones. Firms with greater profit growth in the past have larger credit lines, while those with more internal funds or higher volatility in profit growth have smaller credit lines. The results for line utilization are quite similar.
Working Paper
Loan commitments and private firms
Bank lending is an important source of funding for firms. Most loans are in the form of credit lines. Empirical studies of line demand have been complicated by their use of data on publicly traded firms, which have a wide menu of financing options. We avoid this problem by using a unique proprietary data set from a large financial institution of loan commitments made to 712 privately-held firms. We test Martin and Santomero's (1997) model, in which lines give firms the speed and flexibility to pursue investment opportunities. Our findings are consistent with their predictions. Firms facing ...
Working Paper
Do consumers choose the right credit contracts?
A number of studies have pointed to various mistakes that consumers might make in their consumption-saving and financial decisions. We utilize a unique market experiment conducted by a large U.S. bank to assess how systematic and costly such mistakes are in practice. The bank offered consumers a choice between two credit card contracts, one with an annual fee but a lower interest rate and one with no annual fee but a higher interest rate. To minimize their total interest costs net of the fee, consumers expecting to borrow a sufficiently large amount should choose the contract with the fee, ...
Working Paper
Bankruptcy exemptions, credit history, and the mortgage market.
We develop and test a model of mortgage underwriting, with particular reference to the role of credit bureau scores. In our model scores are used in a standardized fashion, which reflects the prevalence of automated underwriting in industry practice. We show that our model has implications for the debate on the effect of personal bankruptcy exemptions on secured lending. Recent literature (Berkowitz and Hynes (1999), Lin and White (2001)) has developed conflicting theories?and found conflicting results?seeking to explain how exemptions affect the mortgage market. ; By contrast, our model ...
Working Paper
Benefits of relationship banking: evidence from consumer credit markets
This paper empirically examines the benefits of relationship banking to banks, in the context of consumer credit markets. Using a unique panel dataset that contains comprehensive information about the relationships between a large bank and its credit card customers, we estimate the effects of relationship banking on the customers' default, attrition, and utilization behavior. We find that relationship accounts exhibit lower probabilities of default and attrition, and have higher utilization rates, compared to non-relationship accounts, ceteris paribus. Such effects become more pronounced with ...
Working Paper
What \"triggers\" mortgage default?
This paper assesses the relative importance of two key drivers of mortgage default: negative equity and illiquidity. To do so, the authors combine loan-level mortgage data with detailed credit bureau information about the borrower's broader balance sheet. This gives them a direct way to measure illiquid borrowers: those with high credit card utilization rates. The authors find that both negative equity and illiquidity are significantly associated with mortgage default, with comparably sized marginal effects. Moreover, these two factors interact with each other: The effect of illiquidity on ...
Journal Article
Determinants of automobile loan default and prepayment
The authors examine whether a borrower?s choice of automobile reveals information about future loan performance. They find that loans on most luxury automobiles have a higher probability of prepayment, while loans on most economy automobiles have a lower probability of default, even when holding traditional risk factors, such as income and credit score, constant.
Working Paper
Subprime refinancing: equity extraction and mortgage termination
This paper examines the choice of borrowers to extract wealth from housing in the high-cost (subprime) segment of the mortgage market while refinancing and assesses the prepayment and default performance of these cash-out refinance loans relative to the rate refinance loans. Consistent with survey evidence the propensity to extract equity while refinancing is sensitive to interest rates on other forms of consumer debt. After the loan is originated, our results indicate that cash-out refinances perform differently from non cash-out refinances. For example, cash-outs are less likely to default ...