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Stress Testing

10/Jul/2025 12:00 PM

Stress Testing for Pandemics

All Articles Stress Testing
Given the unfortunate global headlines about coronavirus, lenders are starting to ask about stress testing the financial impacts of possible pandemics. For some, that is dusting off old plans. For others, it is devising new plans. For myself, it is reliving the past.
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25/Jul/2025 12:00 PM

Consumer risk appetite, the credit cycle and the housing bubble

All Articles Stress Testing
In this paper, we explore the role of consumer risk appetite in the initiation of credit cycles and as an early trigger of the US mortgage crisis. We analyze a panel data set of mortgages originated between 2000 and 2009 and follow their performance up to 2014. After controlling for all of the usual observable effects, we show that a strong residual vintage effect remains. This vintage effect correlates well with consumer mortgage demand, as measured by the Federal Reserve Board’s Senior Loan Officer Opinion Survey, and with changes in mortgage pricing at the time the loan was originated. Our findings are consistent with an economic environment in which the incentives of low-risk consumers to obtain a mortgage decrease when the cost of obtaining a loan rises. As a result, mortgage originators generate mortgages from a pool of consumers with changing risk profiles over the credit cycle. The unobservable component of the shift in credit risk, relative to the usual underwriting criteria, may be thought of as macroeconomic adverse selection.
639 Views Read More
10/Jul/2025 12:00 PM

Stress Testing for Pandemics

All Articles Stress Testing

Given the unfortunate global headlines about coronavirus, lenders are starting to ask about stress testing the financial impacts of possible pandemics. For some, that is dusting off old plans. For others, it is devising new plans. For myself, it is reliving the past.

651 Views Read More
25/Jul/2025 12:00 PM

Consumer risk appetite, the credit cycle and the housing bubble

All Articles Stress Testing

In this paper, we explore the role of consumer risk appetite in the initiation of credit cycles and as an early trigger of the US mortgage crisis. We analyze a panel data set of mortgages originated between 2000 and 2009 and follow their performance up to 2014. After controlling for all of the usual observable effects, we show that a strong residual vintage effect remains. This vintage effect correlates well with consumer mortgage demand, as measured by the Federal Reserve Board’s Senior Loan Officer Opinion Survey, and with changes in mortgage pricing at the time the loan was originated. Our findings are consistent with an economic environment in which the incentives of low-risk consumers to obtain a mortgage decrease when the cost of obtaining a loan rises. As a result, mortgage originators generate mortgages from a pool of consumers with changing risk profiles over the credit cycle. The unobservable component of the shift in credit risk, relative to the usual underwriting criteria, may be thought of as macroeconomic adverse selection.

639 Views Read More