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Keywords:COVID-19 pandemic 

Changes in Wages and Occupational Mix of Fourth District Metro Areas Between 2019 and 2022

Occupational mixes and wage distributions in the Fourth District’s metro areas mirror both national trends and departures from them that reflect the District’s unique economic makeup. Changes in occupational mix spurred by the COVID-19 pandemic were similar in District metro areas and the nation.
Cleveland Fed District Data Brief

Urban and Regional Migration Estimates, Fourth Quarter 2023 Update

This Data Brief updates the figures that appeared in “Urban and Regional Migration Estimates: Will Your City Recover from the Pandemic?” with data for 2023:Q4 for all series. Migration estimates enable us to track which urban neighborhoods and metro areas are returning to their old migration patterns and where the pandemic has permanently shifted migration trends.
Cleveland Fed District Data Brief

Report
Measuring the Natural Rate of Interest after COVID-19

We modify the Laubach-Williams and Holston-Laubach-Williams models of the natural rate of interest to account for time-varying volatility and a persistent COVID supply shock during the pandemic. Resulting estimates of the natural rate of interest in the United States, Canada, and the Euro Area at the end of 2022 are close to their respective levels estimated directly before the pandemic; that is, we do not find evidence that the era of historically low estimated natural rates of interest has ended. In contrast, estimates of the natural rate of output have declined relative to those projected ...
Staff Reports , Paper 1063

Journal Article
The Primary Dealer Credit Facility

The Federal Reserve established a new Primary Dealer Credit Facility (PDCF) in March 2020, to allow primary dealers to support smooth market functioning and facilitate the availability of credit to businesses and households, in the face of deteriorating conditions in the market for triparty repo financing due to the coronavirus pandemic. A similar facility had been established in March 2008 to help restore the orderly functioning of the market, following the near-bankruptcy of Bear Stearns, and to prevent the spillover of distress to other financial firms. This article provides an overview of ...
Economic Policy Review , Volume 28 , Issue 1

Discussion Paper
Racial and Ethnic Wealth Inequality in the Post-Pandemic Era

Wealth is unevenly distributed across racial and ethnic groups in the United States. In this first post in a two-part series on wealth inequality, we use the Distributional Financial Accounts (DFA) to document these disparities between Black, Hispanic, and white households from the first quarter of 2019 to the third quarter of 2023 for wealth and a variety of asset and liability categories. We find that these disparities have been exacerbated since the pandemic, likely due to rapid growth in the financial assets more often held by white individuals.
Liberty Street Economics , Paper 20240207a

Discussion Paper
Wealth Inequality by Age in the Post‑Pandemic Era

Following our post on racial and ethnic wealth gaps, here we turn to the distribution of wealth across age groups, focusing on how the picture has changed since the beginning of the pandemic. As of 2019, individuals under 40 years old held just 4.9 percent of total U.S. wealth despite comprising 37 percent of the adult population. Conversely, individuals over age 54 made up a similar share of the population and held 71.6 percent of total wealth. Since 2019, we find a slight narrowing of these wealth disparities across age groups, likely driven by expanded ownership of financial assets among ...
Liberty Street Economics , Paper 2024027b

Urban and Regional Migration Estimates: Will Your City Recover from the Pandemic?

The COVID-19 pandemic caused a massive change in the movement of people at both the neighborhood and the regional levels in the United States. New migration estimates will enable us to track which urban neighborhoods and metro areas are returning to their old migration patterns and where the pandemic has permanently shifted migration trends.
Cleveland Fed District Data Brief

Discussion Paper
Global Supply Chain Pressure Index: The China Factor

In a January 2022 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. In this post, we review GSCPI readings through December 2022, and then briefly discuss the drivers of recent moves in the index. While supply chain disruptions have significantly diminished over the course of 2022, the reversion of the index toward a normal historical range has paused over the past three months. Our analysis attributes the recent pause largely to the pandemic in China amid an easing ...
Liberty Street Economics , Paper 20230106

The Demographics of Urban Migrants Since the Pandemic

The postpandemic movement of people out of urban neighborhoods is speeding up changes in the age, credit risk, income, home ownership, and ethnic mix of these neighborhoods. Migration has been consistent with patterns in place before the pandemic, but at higher levels.
Cleveland Fed District Data Brief

Journal Article
Did Substance Abuse during the Pandemic Reduce Labor Force Participation?

The labor force participation rates of prime-age US workers dropped in March 2020—the start of the COVID-19 pandemic—and have still not fully recovered. At the same time, deaths from substance abuse were elevated during the pandemic relative to trend, indicating the number of people abusing substances may have increased, and those who abuse opioids and crystal methamphetamine have lower labor force participation rates than those who don’t abuse these substances. Could increased substance abuse during the pandemic be a factor contributing to the fall in labor force participation? ...
Policy Hub , Volume 2022 , Issue 5

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