We study a new consumption stimulus model that leverages mobile payment platforms to dispense massive amounts of small-value, use-it-this-week-or-lose-it digital coupons. We evaluate the effects of one such program in a large Chinese city using novel data of mobile platform transactions of 1...

Was the $278 billion reboot of the $800 billion Paycheck Protection Program (PPP) in early 2021 disbursed equitably to minority communities? This paper provides the first analysis of how PPP funds were disbursed to minority communities in the third and final round of the program, which was...

Policymakers, faced with different options for replacing lost earnings, have had limited evidence to inform their decisions. The current economic crisis has highlighted the need for data that are local and timely so that different fiscal policy options on local economies can be more immediately...

We use Norwegian administrative data and applications for emergency government support to simulate magnitude and distribution of business revenue shock due to the Covid-19 pandemic. We rely on it to analyze the impact of business support policies available in Norway and the United States by...

Using a large-scale survey of U.S. consumers, we study how the large one-time transfers to individuals from the CARES Act affected their consumption, saving and labor-supply decisions. Most respondents report that they primarily saved or paid down debts with their transfers, with only about 15...

This paper provides a comprehensive assessment of financial intermediation and the economic effects of the Paycheck Protection Program (PPP), a large and novel small business support program that was part of the initial policy response to the COVID-19 pandemic in the US. We use loan-level...

The 2020 CARES Act directed large cash payments to households. We analyze house-holds' spending responses using high-frequency transaction data from a Fintech non-profit, exploring heterogeneity by income levels, recent income declines, and liquidity as well as linked survey responses about...

We build a minimalist model of the macroeconomics of a pandemic, with two essential components. The first is productivity-related: if the virus forces firms to shed labor beyond a certain threshold, productivity suffers. The second component is a credit market imperfection: because lenders...

I analyze efficient government interventions to mitigate financial distress during a severe macroeconomic downturn. At the macroeconomic level, the key variable is the gap between the real wage and the shadow cost of labor. This gap is large when unemployment is high. At the micro level,...

The expiration of the temporary $600 boost to weekly UI benefits under the Federal Pandemic Unemployment Compensation (FPUC) led to a sharp, unprecedented, 98 percentage point reduction (on average) in the replacement rate during a time when employment was recovering during the Covid recession....