Pandemic Loan Fraud Fueled US Housing Price Surge
The American dream of homeownership has faced significant hurdles over the last several years. According to the Federal Reserve Bank of St. Louis, the median sales price for homes sold in the U.S. Climbed by 35% between the end of 2019 and the end of 2022, with only a slight dip occurring since then.
The Hidden Driver of Housing Inflation
While many economists attributed this price surge to the COVID-19 pandemic and the migration of residents from large cities to smaller ones, new research suggests a more sinister cause. A paper titled “Did Pandemic Relief Fraud Inflate House Prices?” published in the Journal of Financial Economics identifies financial fraud as a key factor.

The study, conducted by John Griffin, Samuel Kruger, and Prateek Mahajan from the McCombs School of Business at The University of Texas at Austin, found that fraud in government-funded pandemic loans explained 22.5% of the average increase in housing prices during 2020 and 2021.
Systemic Failures in Loan Distribution
The Paycheck Protection Program (PPP), valued at $793 million, was designed to support small businesses. However, the loans were distributed through third-party intermediaries, including fintech companies and banks.

Samuel Kruger noted that the program’s design lacked adequate incentives and safeguards to prevent borrower fraud due to the haste with which the funds were distributed. This allowed questionable loans to become geographically concentrated, making up as much as half of all loans in certain areas.
Quantifying the Impact on Homebuyers
The researchers analyzed house purchases across 18,761 ZIP codes, representing 93% of the U.S. Population. Their findings indicate that suspected fraudsters were 17% more likely than the average person to purchase a home.
In 2020 and 2021, ZIP codes with the highest concentrations of fraudulent lending saw house price growth that was 5.8% higher than in ZIP codes with the lowest concentrations of PPP fraud. This effect was over 30% more intense in regions where housing supply was already tight.
The study concludes that fraud had a more significant impact on pandemic-era housing prices than other major factors, including migration and the rise of remote work.
Broader Economic Consequences
The financial distortions extended beyond real estate. The research linked PPP fraud to a 2.8% increase in auto title registrations and a rise in visits to financial institutions, restaurants, furniture stores, and grocery stores.

John Griffin warned that further macroeconomic effects could still emerge. He pointed to the 2008-09 financial crisis as a precedent, where inflated housing prices eventually led to a banking crisis and mortgage defaults.
To avoid similar outcomes, Kruger suggests that future government loan programs may need more proactive front-end fraud prevention. He argues that fraudulent transfers create economic distortions that differ from normal transfers.
Frequently Asked Questions
How much did pandemic loan fraud contribute to rising home prices?
Research indicates that fraud in government-funded pandemic loans explained 22.5% of the average increase in housing prices during 2020 and 2021.
Which specific program was linked to this housing inflation?
The Paycheck Protection Program (PPP) was the primary source of the fraudulent loans discussed in the study.
Did this fraud affect any other economic indicators?
Yes, the research found a 2.8% increase in auto title registrations and increased activity at grocery stores, furniture stores, restaurants, and financial institutions.
Do you believe government loan programs should prioritize speed of delivery or stricter fraud prevention during national emergencies?