Does use of nontraditional credit increase risk?

Charles B. Dodson, Bruce Ahrendsen and Gianna Short

Agricultural Finance Review, 2022, vol. 82, issue 2, 359-378

Abstract: Purpose - A potential farm policy concern is that if nontraditional (vendor/point-of-sale) financing represents increased risk, it may have an aggregate effect on sector-wide farm financial risk. This analysis examines the use of nontraditional lender credit among borrowers in the US Department of Agriculture (USDA)'s Farm Service Agency (FSA)'s direct farm loan programs. Design/methodology/approach - Data source included the USDA FSA direct operating loan program for 2011–2020. A Cox proportional hazards model was used to estimate the occurrence of default over seven-year term direct operating loans. Findings - Results indicated that point-of-sale financing has a significant and positive relationship with risk for FSA direct operating loan borrowers. The presence of intermediate point-of-sale financing (mostly from machinery and equipment vendors) is associated with an increased probability of default of 9%, and the presence of such loan balances in the amount of $50,000 or more had a higher probability of default of 21%. Short-term nontraditional financing (for example from fertilizer vendors) was found to be positively related to borrower risk of default as indicated by a 22–25% increase in the likelihood of loan default. Originality/value - Through FSA Farm Business Plan data, the authors were able to distinguish specific vendors and their loan purpose, which advances the knowledge beyond what is currently available through survey data. Findings indicate a minor increase in borrower risk for those with intermediate-term nontraditional financing. However, borrowers with short-term nontraditional financing and having large balances or greater number of nontraditional loans had increases in risk of default by substantive amounts.

Keywords: Nontraditional credit; Vendor credit; Point-of-sale financing; Farm loan; Federal credit program; Cox proportional hazards model (search for similar items in EconPapers)
Date: 2022
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Persistent link: https://EconPapers.repec.org/RePEc:eme:afrpps:afr-06-2021-0085

DOI: 10.1108/AFR-06-2021-0085

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