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135 posts on "Pandemic"
August 4, 2022

Pandemic Wage Pressures

Woman cashier wearing a covid mask and shield checking out groceries for a man wearing a COVID mask who is paying at the counter behind a shield.

The recovery since the onset of the pandemic has been characterized by a tight labor market and rising nominal wage growth. In this post, we look at labor market conditions from a more granular, sectoral point of view focusing on data covering the nine major industries. This breakdown is motivated by the exceptionality of the pandemic episode, the way it has asymmetrically affected sectors of the economy, and by the possibility of exploiting sectoral heterogeneities to understand the drivers of recent labor market dynamics. We document that wage pressures are highest in the sectors with the largest employment shortfall relative to their pre-pandemic trend path, but that other factors explain most of the wage growth differentials. We suggest that one key factor is the extent of physical contact that has had to be compensated for by offering higher wages. One implication of our analysis is that, as COVID-related factors recede, sectoral imbalances could be restored from the supply side as employment recovers back toward the pre-pandemic trend. 

July 29, 2022

The Transatlantic Economy Policy Responses to the Pandemic and the Road to Recovery Conference

Photo: transatlantic economy conference speakers images compiled on background.

The Federal Reserve Bank of New York, the European Commission, and the Center for Economic and Policy Research (CEPR) jointly organized the conference “Transatlantic Economic Policy Responses to the Pandemic and the Road to Recovery,” on November 18, 2021. The conference brought together U.S. and European-based policymakers and economists from academia, think tanks, and international financial institutions to discuss issues that transatlantic policymakers are facing. The conference was held before the Russian invasion of Ukraine and the global monetary tightening. Still, its medium to long-term focus provides interesting insights on economic policy challenges ahead.  

July 12, 2022

The Global Dash for Cash in March 2020

photo: rows of coins for finance and banking concept with Forex graph, Coins stack for business concept

The economic disruptions associated with the COVID-19 pandemic sparked a global dash-for-cash as investors sold securities rapidly. This selling pressure occurred across advanced sovereign bond markets and caused a deterioration in market functioning, leading to a number of central bank actions. In this post, we highlight results from a recent paper in which we show that these disruptions occurred disproportionately in the U.S. Treasury market and offer explanations for why investors’ selling pressures were more pronounced and broad-based in this market than in other sovereign bond markets.

July 6, 2022

Did Changes to the Paycheck Protection Program Improve Access for Underserved Firms?

Photo: African American woman business owner with COVID mask putting up sign for business reopening

Prior research has shown that many small and minority-owned businesses failed to receive Paycheck Protection Program (PPP) loans in 2020. To increase program uptake to underserved firms, several changes were made to the PPP in 2021. Using data from the Federal Reserve Banks’ 2021 Small Business Credit Survey, we argue that these changes were effective in improving program access for nonemployer firms (that is, businesses with no employees other than the owner(s)). The changes may also have encouraged more applications from minority-owned firms, but they do not appear to have reduced disparities in approval rates between white- and minority-owned firms.

June 30, 2022

Was the 2021-22 Rise in Inflation Equitable?

Illustration: Prices: Who's paying more? shopping cart with dollar sign and up arrow.

In our previous post, we discussed how the labor market recovery—the “maximum employment” half of the Federal Reserve System’s dual mandate—featured not only a return of overall employment rates to pre-pandemic levels, but also a narrowing of racial and ethnic gaps in employment rates. In this post, we take up the second half of the dual mandate—price stability—and discuss heterogeneity in inflation rates faced by different demographic groups during the rise in inflation in
2021-22. We find that, in contrast to inequalities in employment rates, disparities in inflation rates have widened during the recent inflationary episode, with Black and Hispanic Americans experiencing more inflation.

Posted at 7:02 am in Inequality, Inflation, Pandemic | Permalink | Comments (1)

How Equitable Has the COVID Labor Market Recovery Been?

Illustration: Jobs: Did the employment rat differ by race? two figures with briefcases, one white, one black

One of the two monetary policy goals of the Federal Reserve System— one-half of our dual mandate—is to aim for “maximum employment.” However, labor market outcomes are not monolithic, and different demographic and economic groups experience different labor market outcomes. In this post, we analyze heterogeneity in employment rates by race and ethnicity, focusing on the COVID-19 recession of March-April 2020 and its aftermath. We find that the demographic employment gaps temporarily increased during the onset of the pandemic but narrowed back by spring 2022 to close to where they were in 2019. In the second post of this series, we will focus on heterogeneity in inflation rates, the second part of our dual mandate.

Posted at 7:00 am in Labor Market, Pandemic | Permalink | Comments (1)
June 2, 2022

Does China’s Zero Covid Strategy Mean Zero Economic Growth?

The Chinese government has followed a “zero covid strategy” (ZCS) ever since the world’s first COVID-19 lockdowns ended in China around late March and early April of 2020. While this strategy has been effective at maintaining low infection levels and robust manufacturing and export activity, its viability is being severely strained by the spread of increasingly infectious coronavirus variants. As a result, there now appears to be a fundamental incompatibility between the ZCS and the government’s economic growth objectives.

May 26, 2022

What Do Consumers Think Will Happen to Inflation?

This post provides an update on two earlier blog posts (here and here) in which we discuss how consumers’ views about future inflation have evolved in a continually changing economic environment. Using data from the New York Fed’s Survey of Consumer Expectations (SCE), we show that while short-term inflation expectations have continued to trend upward, medium-term inflation expectations appear to have reached a plateau over the past few months, and longer-term inflation expectations have remained remarkably stable. Not surprisingly given recent movements in consumer prices, we find that most respondents agree that inflation will remain high over the next year. In contrast, and somewhat surprisingly, there is a divergence in consumers’ medium-term inflation expectations, in the sense that we observe a simultaneous increase in both the share of respondents who expect high inflation and the share of respondents who expect low inflation (and even deflation) three years from now. Finally, we show that individual consumers have become more uncertain about what inflation will be in the near future. However, in contrast to the pre-pandemic period, they tend to express less uncertainty about inflation further in the future.

Posted at 7:00 am in Inflation, Pandemic | Permalink | Comments (0)
May 18, 2022

Global Supply Chain Pressure Index: May 2022 Update

Supply chain disruptions continue to be a major challenge as the world economy recovers from the COVID-19 pandemic. Furthermore, recent developments related to geopolitics and the pandemic (particularly in China) could put further strains on global supply chains. In a January post, we first presented the Global Supply Chain Pressure Index (GSCPI), a parsimonious global measure designed to capture supply chain disruptions using a range of indicators. We revisited our index in March, and today we are launching the GSCPI as a standalone product, with new readings to be published each month. In this post, we review GSCPI readings through April 2022 and briefly discuss the drivers of recent moves in the index.

April 21, 2022

Who Are the Federal Student Loan Borrowers and Who Benefits from Forgiveness?

The pandemic forbearance for federal student loans was recently extended for a sixth time—marking a historic thirty-month pause on federal student loan payments. The first post in this series uses survey data to help us understand which borrowers are likely to struggle when the pandemic forbearance ends. The results from this survey and the experience of some federal borrowers who did not receive forbearance during the pandemic suggest that delinquencies could surpass pre-pandemic levels after forbearance ends. These concerns have revived debates over the possibility of blanket forgiveness of federal student loans. Calls for student loan forgiveness entered the mainstream during the 2020 election with most proposals centering around blanket federal student loan forgiveness (typically $10,000 or $50,000) or loan forgiveness with certain income limits for eligibility. Several studies (examples here, here, and here) have attempted to quantify the costs and distribution of benefits of some of these policies. However, each of these studies either relies on data that do not fully capture the population that owes student loan debt or does not separate student loans owned by the federal government from those owned by commercial banks and are thus not eligible for forgiveness with most proposals. In this post, we use representative data from anonymized credit reports that allows us to identify federal loans, calculate the total cost of these proposals, explore important heterogeneity in who owes federal student loans, and examine who would likely benefit from federal student loan forgiveness.

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