Measuring the Default Risk of Small Business Loans: A Survival Analysis Approach

@article{Glennon2005MeasuringTD,
  title={Measuring the Default Risk of Small Business Loans: A Survival Analysis Approach},
  author={Dennis Glennon and P.eter J Nigro},
  journal={Journal of Money, Credit, and Banking},
  year={2005},
  volume={37},
  pages={923 - 947}
}
In this paper we report that, although medium-maturity loans originated under the SBA 7(a) loan guarantee program are targeted to small firms that fail to obtain credit through conventional channels, the default experience is comparable to that of a large percentage of loans held by larger commercial banks. We establish that the default behavior of these loans is time sensitive— as a loan seasons, the likelihood of default increases initially, peaks in the second year, and declines thereafter… Expand

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References

SHOWING 1-10 OF 26 REFERENCES
An Analysis of SBA Loan Defaults by Maturity Structure
The financial intermediation literature on small business lending focuses on the determinants and costs to credit access. There is, however, little research examining the repayment behavior of smallExpand
Credit Scoring and the Availability, Price, and Risk of Small Business Credit
We examine the economic effects of small business credit scoring (SBCS) and find that it is associated with expanded quantities, higher average prices, and greater risk levels for small businessExpand
Relationship Lending and Lines of Credit in Small Firm Finance
This paper examines the role of relationship lending in small firm finance. We examine price and nonprice terms of bank lines of credit (L/C) extended to small firms. Our focus on bank L/Cs allows usExpand
Credit scoring and the availability, price, and risk of small business credit
We examine the economic effects of small business credit scoring (SBCS) and find that it is associated with expanded quantities, higher average prices, and greater risk levels for small businessExpand
Bank Mergers and Small Firm Financing
In this study the effect of bank mergers on the most recent attempt to obtain financing from a sample U.S. small firms in the mid-1990s is examined. Banking mergers, which affected about 25% of theExpand
Small business credit availability: how important is size of lender?
The recent relaxation of restrictions on interstate banking and branching, as well as the likely relaxation of Glass-Steagall restrictions, should encourage significant consolidation in the bankingExpand
Some evidence on the uniqueness of bank loans
Abstract This paper presents evidence that banks provide some special service with their lending activity that is not available from other lenders. I find evidence that bank borrowers, not CDExpand
Parameterizing Credit Risk Models with Rating Data
Estimates of average default probabilities for borrowers assigned to each of a financial institution's internal credit risk rating grades are crucial inputs to portfolio credit risk models. SuchExpand
The Benefits of Lending Relationships: Evidence from Small Business Data
This paper empirically examines how ties between a firm and its creditors affect the availability and cost of funds to the firm. The authors analyze data collected in a survey of small firms by theExpand
Credit risk rating at large U.S. banks
Large banks use internally developed credit rating systems to differentiate the riskiness of their commercial loans. Internal ratings are an essential ingredient of effective credit risk managementExpand
...
1
2
3
...