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Jel Classification:J01 

Discussion Paper
How Have Racial and Ethnic Earnings Gaps Changed after COVID-19?

Racial and ethnic earnings disparities have been salient features of the U.S. economy for decades. Between the pandemic-driven recession in 2020 and the rising inflation since 2021, workers’ real and nominal earnings have seen rapid change. To get a sense of how recent economic conditions have affected earnings disparities, we examine real and nominal weekly earnings trends for Asian, Black, Hispanic, and white workers. We find that average real weekly earnings have been declining in the past year, but less so for Black and Hispanic workers than for white and Asian workers. Black and ...
Liberty Street Economics , Paper 20221020a

Report
Wealth, tastes, and entrepreneurial choice

The nonpecuniary benefits of managing a small business are a first order consideration for many nascent entrepreneurs, yet the preference for business ownership is mostly ignored in models of entrepreneurship and occupational choice. In this paper, we study a population with varying entrepreneurial tastes and wealth in a simple general equilibrium model of occupational choice. This choice yields several important results: (1) entrepreneurship can be thought of as a normal good, generating wealth effects independent of any financing constraints; (2) nonpecuniary entrepreneurs select into ...
Staff Reports , Paper 747

Working Paper
Audit Partners and Loan Loss Provisioning: Evidence from U.S. Bank Holding Companies

This paper uses confidential data on audit engagement partner names from regulatory filings of bank holding companies (BHC) to investigate whether partners display individual style that affects the financial reporting of the BHCs. We focus on loan loss provisioning. We construct an audit partner-BHC matched panel data set that enables us to track different partners across different BHCs over time. We employ two empirical approaches to investigate partner style. The first approach tests whether partner fixed effects are statistically significant in loan loss provisioning models. The second ...
Working Papers , Paper 2209

Discussion Paper
How Do Firms Respond to Hiring Difficulties? Evidence from the Federal Reserve Banks' Small Business Credit Survey

Using data from the Federal Reserve Banks' 2017 Small Business Credit Survey (SBCS), this paper investigates the various ways in which different types of firms with less than 500 employees experience and address hiring difficulties, including when they decide to increase compensation. {{p}} The authors find significant variation in hiring difficulties by type of firm, and a firm's response appears to depend on the nature of the problem. The most common response is to increase compensation, with firms that experience competition from other employers being the most likely to do so. Other common ...
FRB Atlanta Community and Economic Development Discussion Paper , Paper 2018-1

Journal Article
Women Are Driving the Recent Recovery in Prime-Age Labor Force Participation

The labor force participation rate of prime-age individuals (age 25 to 54) in the United States declined dramatically during and after the Great Recession. While the rate remains below its pre-recession level, it has been increasing steadily since 2015. We examine how different demographic groups have contributed to this rebound and find that college-educated women have made the largest contribution to the recent recovery in the prime-age labor force participation rate.
Economic Bulletin , Issue Dec 18, 2019 , Pages 4

Report
Can low-wage workers find better jobs?

There is growing concern over rising economic inequality, the decline of the middle class, and a polarization of the U.S. workforce. This study examines the extent to which low-wage workers in the United States transition to better jobs, and explores the factors associated with such a move up the job ladder. Using data covering the expansion following the Great Recession (2011-17) and focusing on short-term labor market transitions, we find that around 70 percent of low-wage workers stayed in the same job, 11 percent exited the labor force, 7 percent became unemployed, and 6 percent switched ...
Staff Reports , Paper 846

Discussion Paper
Racial Disparities in Student Loan Outcomes

Total household debt balances increased by $92 billion in the third quarter of 2019, according to the latest Quarterly Report on Household Debt and Credit from the New York Fed’s Center for Microeconomic Data. The balance increase reflected nearly across the board gains in various types of debt, with the largest gains of $31 billion in mortgage balances (0.3 percent) and $20 billion in student loan balances (1.4 percent). The Quarterly Report, and the following analysis, are both based on the New York Fed’s Consumer Credit Panel, which is itself based on anonymized Equifax credit report ...
Liberty Street Economics , Paper 20191113a

Discussion Paper
Wage Insurance: A Potential Policy for Displaced Workers

Despite the existing safety net, worker displacement continues to have severe consequences that motivate the consideration of new social insurance programs. Wage insurance is a novel policy that temporarily provides additional income to workers who lose their job and become re-employed at a lower wage. In this post, we draw on evidence from our recent working paper analyzing the effects of a U.S. wage insurance program on worker earnings and employment outcomes. Among workers displaced by international trade, we find that eligibility for wage insurance increased the probability of employment ...
Liberty Street Economics , Paper 20240717

Report
Measuring the US Employment Situation Using Online Panels: The Yale Labor Survey

This report presents the results of a rapid, low-cost survey that collects labor market data for individuals in the United States. The Yale Labor Survey (YLS) used an online panel from YouGov to replicate statistics from the Current Population Survey (CPS), the government’s source of household labor market statistics. The YLS’s advantages include its timeliness, low cost, and ability to develop new questions quickly to study labor market patterns during the coronavirus (COVID-19) pandemic. Although YLS estimates of unemployment and participation rates mirrored the broad trends in CPS ...
Current Policy Perspectives

Working Paper
Should Children Do More Enrichment Activities? Leveraging Bunching to Correct for Endogeneity

We study the effects of enrichment activities such as reading, homework, and extracurricular lessons on children's cognitive and non-cognitive skills. We take into consideration that children forgo alternative activities, such as play and socializing, in order to spend time on enrichment. Our study controls for selection on unobservables using a novel approach which leverages the fact that many children spend zero hours per week on enrichment activities. At zero enrichment, confounders vary but enrichment does not, which gives us direct information about the effect of confounders on skills. ...
Finance and Economics Discussion Series , Paper 2020-036

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