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Discussion Paper
An Update on How Households Are Using Stimulus Checks
In October, we reported evidence on how households used their first economic impact payments, which they started to receive in mid-April 2020 as part of the CARES Act, and how they expected to use a second stimulus payment. In this post, we exploit new survey data to examine how households used the second round of stimulus checks, issued starting at the end of December 2020 as part of the Coronavirus Response and Relief Supplemental Appropriations (CRRSA) Act, and we investigate how they plan to use the third round authorized in March under the American Rescue Plan Act. We find remarkable ...
Working Paper
Earnings Shocks and Stabilization During COVID-19
This paper documents the magnitude and distribution of U.S. earnings changes during the COVID-19 pandemic and how fiscal relief offset lost earnings. We build panels from administrative tax data to measure annual earnings changes. The frequency of earnings declines during the pandemic were similar to the Great Recession, but the distribution was very different. In 2020, workers starting in the bottom half of the distribution were more likely to experience large annual earnings declines and a similar share of male and female workers had large earnings declines. While most workers experiencing ...
Working Paper
Earnings Business Cycles: The Covid Recession, Recovery, and Policy Response
Using a panel of tax data, we follow the earnings of individuals over business cycles. Compared to prior recessions, the Covid policy response and recovery were far more progressive. Among workers starting in the bottom quintile, median real earnings including fiscal relief increased 66 percent in 2020 and earnings increases offset relief decreases in the 2021 recovery. After the prior two recessions, this measure had decreased by 24 percent. Among those starting in the top quintile, median and average real earnings were approximately unchanged. This difference from prior recessions is ...
Journal Article
Fiscal Relief during the COVID-19 Pandemic
In response to the sharp economic downturn during the COVID-19 pandemic, Congress passed unprecedented policy relief measures to support households, businesses, and the broader economy. Compared with previous fiscal stimulus responses, these relief programs have been unmatched in size and scope, speed of response, and novelty of design.Huixin Bi and Chaitri Gulati review recent empirical research on three fiscal relief programs—stimulus checks, augmented unemployment insurance (UI) benefits, and the Paycheck Protection Program (PPP)—to understand their effects on the broader economy as ...
Working Paper
Earnings Business Cycles: The Covid Recession, Recovery, and Policy Response
Using a panel of tax data, we follow the earnings of individuals over business cycles. Compared to prior recessions, the Covid policy response and recovery were far more progressive. Among workers starting in the bottom quintile, median real earnings including fiscal relief increased 66 percent in 2020 and earnings increases offset relief decreases in the 2021 recovery. After the prior two recessions, this measure had decreased by 24 percent. Among those starting in the top quintile, median and average real earnings were approximately unchanged. This difference from prior recessions is ...
Working Paper
Uncovering Retail Trading in Bitcoin: The Impact of COVID-19 Stimulus Checks
In April 2020, the US government sent economic impact payments (EIPs) directly to households, as part of its measures to address the COVID-19 pandemic. We characterize these stimulus checks as a wealth shock for households and examine their effect on retail trading in Bitcoin. We find a significant increase in Bitcoin buy trades for the modal EIP amount of $1,200. The rise in Bitcoin trading is highest among individuals without families and at exchanges catering to nonprofessional investors. We estimate that the EIP program has a significant but modest effect on the US dollar–Bitcoin ...
Working Paper
Earnings Business Cycles: The Covid Recession, Recovery, and Policy Response
Using a panel of tax data, we follow the earnings of individuals over business cycles. Compared to prior recessions, the Covid policy response and recovery were far more progressive. Among workers starting in the bottom quintile, median real earnings including fiscal relief increased 66 percent in 2020 and earnings increases offset relief decreases in the 2021 recovery. After the prior two recessions, this measure had decreased by 24 percent. Among those starting in the top quintile, median and average real earnings were approximately unchanged. This difference from prior recessions is ...