147 posts on "Pandemic"
September 27, 2021
The Spillover Effects of COVID‑19 on Productivity throughout the Supply Chain
While the shocks from COVID-19 were concentrated in a handful of contact-intensive industries, they had rippling effects throughout the economy, which culminated in a considerable decline in U.S. GDP. In this post, we estimate how much of the fall in U.S. GDP during the pandemic was driven by spillover effects from the productivity losses of contact-intensive industries.
September 10, 2021
Twenty Years After 9/11, New York City’s Resilience Is Tested Once Again
As we mourn the tragic losses of the 9/11 attacks twenty years on, we thought it would be appropriate to re-examine the remarkable resilience New York City’s economy has shown over the years—a resilience that is once again being tested by the ongoing COVID-19 pandemic. In this Liberty Street Economics post, we look at how Lower Manhattan, in particular, has changed since that tragedy on a number of dimensions, and use that as a framework to think about how the city might change as a result of the COVID pandemic.
September 7, 2021
The Housing Boom and the Decline in Mortgage Rates
During the pandemic, national home values and housing activity soared as mortgage rates declined to historic lows. Under the canonical “user cost” house price model, home values are held to be very sensitive to interest rates, especially at low interest rate levels. A calibration of this model can account for the house price boom with the observed decline in interest rates. But empirically, we find that home values are nowhere near as sensitive to interest rates as the user cost model predicts. This lower sensitivity is also found in prior economic research. Thus, the historical experience suggests that lower interest rates can only account for a tiny fraction of the pandemic house price boom. Instead, we find more scope for lower interest rates to explain the rise in housing activity, both sales and construction.
August 9, 2021
Unequal Burdens: Racial Differences in ICU Stress during the Third Wave of COVID‑19
A critical risk during the COVID-19 pandemic has been the possibility of the hospital system becoming overwhelmed. COVID-19 not only has killed nearly 2 percent of people with confirmed infections but causes many more who contract it to develop severe complications that are potentially fatal if not treated in an intensive care unit (ICU). As ICU capacity is based on typical needs for intensive care before the pandemic, a surge of COVID-related ICU patients may leave no room for individuals requiring intensive care for other reasons—such as heart attacks—or may exceed the total ICU capacity to treat even COVID-19 patients. In this post, we investigate the extent to which members of different racial and ethnic groups faced different levels of hospital system stress during the “third wave” of COVID-19 in the winter of 2021, which, as the largest wave to hit the United States, briefly brought intensive care units around the country to the point of being overwhelmed. We find that while Black and Hispanic individuals faced the greatest exposure to overburdened ICUs over the course of the third wave from beginning to end, Asian American and Pacific Islanders (AAPI) went from experiencing more stable ICU capacities than the national average at the beginning of the wave to a nearly overwhelmed ICU system at its peak.
August 3, 2021
Forbearance Participation Declines as Programs’ End Nears
The Federal Reserve Bank of New York’s Center for Microeconomic Data today released its Quarterly Report on Household Debt and Credit for the second quarter of 2021. It showed that overall household debt increased at a quick clip over the period, with a $322 billion increase in balances, boosted primarily by a 2.8 percent increase in mortgage balances, a 2.2 percent increase in credit card balances, and a 2.4 percent increase in auto balances. Mortgage balances in particular were boosted by a record $1.22 trillion in newly originated loans. Although some borrowers are originating new loans, struggling borrowers remain in forbearance programs, where they are pausing repayment on their debts and creating an additional upward pressure on outstanding mortgage balances.
August 2, 2021
Who Received Forbearance Relief?
Forbearance on debt repayment was a key provision of the CARES Act, legislation intended to combat the widespread economic losses stemming from the COVID-19 pandemic. This pause on required payments for federally guaranteed mortgages and student loans has provided temporary relief to those affected by the COVID-19 pandemic, and servicers of nonfederal loans often provided forbearances or other relief on request as well. Here, using a special survey section fielded with the August 2020 Survey of Consumer Expectations, we aim to understand who benefitted from these provisions. Specifically, were there differences by age, race, income, and educational background? Did individuals who suffered job or income losses benefit differentially? Did renters receive more or less nonhousing debt relief than homeowners? Answers to these questions are not only key for understanding the economic recovery and implications for inequality and equitable growth, they can provide important insight into the expected effects of more recent and potential future legislation.
May 27, 2021
Who Benefited from PPP Loans by Fintech Lenders?
In the previous post, we discussed inequalities in access to credit from the Paycheck Protection Program (PPP), showing that, although fintech lenders had a small share of total PPP loan volumes, they provided important support for underserved borrowers. In this post, we ask whether smaller firms received the amount of PPP credit that they requested, and whether loans went to the hardest-hit areas and mitigated job losses. Our results indicate that fintech providers were a key channel in reaching minority-owned firms, the smallest of small businesses, and borrowers most affected by the coronavirus pandemic.
Who Received PPP Loans by Fintech Lenders?
Small businesses not only account for 47 percent of U.S employment but also provide a pathway to success for minorities and women. During the coronavirus pandemic, these small businesses—especially those owned by minorities—were hard hit as consumers reduced spending disproportionately on services that require in-person physical interaction, such as hotels and restaurants. In response, the U.S. government launched the Paycheck Protection Program (PPP) to provide guaranteed and potentially forgivable small business loans. In this post, we examine financial technology (fintech) lenders participating in the PPP and find that, while disbursing only a small share of total loan amounts, they provide important support to minority business owners, who have in the past been underserved by the traditional banking industry.
May 20, 2021
Consumer Credit Demand, Supply, and Unmet Need during the Pandemic
It is common during recessions to observe significant slowdowns in credit flows to consumers. It is more difficult to establish how much of these declines are the consequence of a decrease in credit demand versus a tightening in supply. In this post, we draw on survey data to examine how consumer credit demand and supply have changed since the start of the COVID-19 pandemic. The evidence reveals a clear initial decline and recent rebound in consumer credit demand. We also observe a modest but persistent tightening in credit supply during the pandemic, especially for credit cards. Mortgage refinance applications are the main exception to this general pattern, showing a steep increase in demand and some easing in availability. Despite tightened standards, we find no evidence of a meaningful increase in unmet credit need.
May 19, 2021
What’s Next for Forborne Borrowers?
We’ve spent the first three posts of this series discussing who has entered mortgage forbearance, and how their personal finances have developed during the course of the pandemic. In this fourth and final post, we will use Consumer Credit Panel (CCP) data to examine the profiles of those who remain in forbearance and those who have exited, and how the performance of household credit may evolve as the force of the pandemic begins to ebb and the economy reopens and normalizes.
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