The Impact of High Risk Models on the UK Economy
Introduction
In recent times, the Bank of England (BoE) has issued a warning to lenders regarding the “high” risk associated with the models they use to predict loan losses. The central bank has criticized these lenders for not fully recognizing the impact of high inflation and interest rates on borrowers. This article will explore the concerns raised by the BoE and delve deeper into the potential consequences for the UK economy.
The Bank of England’s Warning
The BoE has expressed its dissatisfaction with UK banks’ relatively low loan loss charges despite soaring interest rates leading to a cost-of-living crisis. Families with debts of around £22 billion in essential invoices are particularly affected. The central bank’s Prudential regulation chief, Vicky Saporta, made her concerns clear in a letter addressed to the chief financial officers of nine large lenders. Saporta highlighted the high risk associated with the lenders’ models and criticized their failure to capture the impact of inflation and higher interest rates on borrowers’ ability to repay.
Flawed Loan Loss Expenses Calculations
One of the major issues identified by Saporta is that the current calculations for loan loss expenses are based on “expected” losses since 2018. This accounting change compelled banks to set aside money for probable defaults rather than for those that have already occurred. As a result, the models fail to fully account for the actual credit loss experienced by borrowers.
The Importance of Economic Conditions
Loss forecasting models used by banks, which are approved and monitored by banking regulators, should take into account economic conditions and the banks’ past experiences during recessions. However, the BoE highlighted that the lenders’ models currently fall short in this regard, failing to capture the potential risks associated with economic fluctuations.
Adjusting the Models to Capture Additional Risks
Saporta, in her letter to the lenders, recommended that they adjust their models to capture additional economic risks. She emphasized the need for companies to question the completeness of post-model adjustments and ensure that provision coverage accurately reflects actual credit loss expectations. In particular, the BoE wants banks to challenge whether their models effectively capture the risks associated with affordability, including the impact of rising prices and high interest rates on vulnerable borrowers.
The Role of the Bank of England
The BoE’s decision to hold interest rates at 5.25% this month follows nearly two years of rate hikes aimed at curbing rising prices. Inflation in the UK stood at 6.7% in August, according to the Office for National Statistics. The central bank is actively engaged in monitoring the potential vulnerabilities facing households and businesses as they grapple with increasing levels of indebtedness.
The Importance of Recovering Bad Loans
Another concern highlighted by Saporta relates to banks’ assumptions about the recovery of money from bad loans, typically through the sale of underlying assets. The BoE urges lenders to thoroughly examine the areas of their business that are most at risk. To this end, they encourage companies to consider additional, more severe but plausible economic scenarios that include shocks affecting sectors or segments most vulnerable to inflation and higher interest rates.
Climate Risks and Data Availability
In addition to addressing loan loss models, the BoE also reviewed banks’ progress in assessing climate risks. While improvements have been made, major obstacles still remain, including the identification of the most exposed loans. The availability and quality of data remain pervasive challenges, and the centralization of data collection is deemed appropriate by the BoE.
Conclusion
The Bank of England’s warning about high-risk models used by UK lenders raises significant concerns about the accuracy of loan loss predictions. By failing to fully account for inflation and high interest rates, the models may lead to an underestimation of the risks faced by borrowers and potential losses for lenders. It is crucial for lenders to adjust their models to capture additional economic risks and thoroughly examine the areas of their business that are most vulnerable. The BoE’s focus on recovering bad loans and assessing climate risks further emphasizes the importance of addressing potential vulnerabilities in the UK economy. Moving forward, it will be essential for lenders to take the necessary steps to improve the accuracy and reliability of their risk models.
Summary
In a letter addressed to nine large lenders, the Bank of England warned about the “high” risk associated with the models used to predict loan losses. The central bank criticized lenders for not fully accounting for the impact of inflation and high interest rates on borrowers’ ability to repay. The current loan loss expenses calculations are based on “expected” losses since 2018, failing to capture actual credit losses. The BoE urged lenders to adjust their models to capture additional economic risks and to consider the risks associated with affordability. Recovering bad loans and assessing climate risks were also highlighted as areas of concern. The BoE emphasized the need for lenders to thoroughly examine vulnerable sectors and centralize data collection for a better assessment of climate risks. It is crucial for lenders to take action to improve the accuracy and reliability of their risk models in order to prevent potential losses and ensure the stability of the UK economy.
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The Bank of England has warned lenders about “high” risk in the models they use to predict loan losses and criticized them for not fully recognizing the impact of high inflation and interest rates on borrowers.
UK banks have reported relatively low loan loss charges this year, even as soaring interest rates have fueled a cost-of-living crisis that has seen families with debts of around £22 billion in essential invoices.
But in a letter addressed Friday to the chief financial officers of nine large lenders, BoE Prudential regulation chief Vicky Saporta said the model’s risk was “high” and that some calculations “were not calibrated to capture the impact of inflation and higher interest rates on borrowers’ ability to repay.”
They were based on loan loss expenses “expected” losses. since 2018 – when banks implemented an accounting change that forced them to set aside money for probable defaults – rather than for those suffered.
Loss forecasting models, approved and monitored by banking regulators, should take into account economic conditions along with banks’ experience during past recessions.
Saporta recommended that lenders adjust their model results to capture additional economic risks. “We believe it is critical that companies question the completeness of post-model adjustments to ensure that provision coverage reflects actual credit loss expectations,” he added.
The BoE also said it wants banks to “challenge whether the models capture the risks associated with affordability”, including the effect of rising prices and high interest rates on vulnerable borrowers.
The BoE held interest rates at 5.25% this month after nearly two years of rate hikes in a bid to curb rising prices. Inflation in the UK stood at 6.7%. in August, according to the Office for National Statistics.
Saporta highlighted particular concerns about banks’ assumptions about how much money could be recovered from bad loans, typically through the sale of the underlying asset.
Lenders have also been pushed to examine the areas of their business most at risk. “We encourage all companies to consider additional, more severe but plausible economic scenarios that include shocks affecting those sectors or segments most vulnerable to inflation and higher interest rates,” Saporta wrote.
Actual defaults remained low in 2023, but BoE financial stability experts have repeatedly warned of the “vulnerabilities” facing households and businesses as indebtedness continues to rise.
The BoE also reviewed banks’ progress in 2022 in assessing climate risks. The analysis found that, although improvements have been made, major obstacles remain, including identifying the most exposed loans.
“Data availability and quality remain pervasive challenges,” Saporta added, stressing that approaches to assessing climate data were “fragmented” and that it was appropriate to centralize data collection.
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