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JEL Classification:J32 

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

Discussion Paper
How Do Firms Respond to Hiring Difficulties?

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.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 2018-01

Report
A New Look at Racial Disparities Using a More Comprehensive Wealth Measure

Most research measuring disparities in wealth by race relies on data that exclude resources that are disproportionately important to low-wealth and non-white families, namely defined benefit (DB) pensions and Social Security. This paper finds that once these resources are included, disparities in wealth between white families and Black and Hispanic families are substantially smaller and that they are not rising over time. The powerful equalizing roles of DB pensions and Social Security highlighted here are further motivation for maintaining their fiscal health. This paper also presents ...
Current Policy Perspectives

Report
The Limited Role of Intergenerational Transfers for Understanding Racial Wealth Disparities

Transfers of wealth between generations—whether through inheritances or inter vivos gifts—are less important in explaining racial disparities in wealth than might be expected. While this factor looms large in the media’s discussions of racial inequality, it explains relatively little of the disparities evident in the data. One reason is that most people, regardless of race, receive no inheritance or other transfer of substantial value. In addition, most recipients of inheritances ultimately consume those bequests and do not plan to leave substantial gifts to their offspring. Further, ...
Current Policy Perspectives

Working Paper
Breaking the Implicit Contract: Using Pension Freezes to Study Lifetime Labor Supply

This paper studies the elimination of traditional pensions and subsequent adoption of 401(k) plans by U.S. employers. Using thousands of firm-level natural experiments, it shows that unexpected losses in future compensation engendered by pension plan transitions induce premature retirement for some workers and delayed retirement for others. Observed heterogeneity in retirement behavior is indicative of differences in wealth and in preferences for leisure. Using credibly identified treatment effects as estimation targets, it fits a structural model of retirement and uses the model to evaluate ...
Working Papers , Paper 21-7

Working Paper
Racial Wealth Disparities: Reconsidering the Roles of Human Capital and Inheritance

In this paper, we present updated measures of racial disparities in wealth using the most recent data from the Survey of Consumer Finances (SCF), augmented by household-level estimates of defined benefit (DB) pension wealth developed by Sabelhaus and Volz (2020). Including this important asset, we find that racial wealth disparities are smaller than the numbers typically discussed in other research or in the media, but the disparities remain substantial. The paper proceeds by exploring two specific factors that have long been identified as playing potentially important roles in generating ...
Working Papers , Paper 22-3

Working Paper
Bad Times, Bad Jobs? How Recessions Affect Early Career Trajectories

Workers who enter the labor market during recessions experience lasting earnings losses, but the role of non-pay amenities in either exacerbating or counteracting these losses remains unknown. Using population-scale data from Germany, we find that labor market entry during recessions generates a 6 percent reduction in earnings cumulated over the first 15 years of experience. Implementing a revealed-preference estimator of employer quality that aggregates information from the universe of worker moves across employers, we find that one-quarter of recession-induced earnings losses are ...
Working Papers , Paper 22-12

Working Paper
The Effect of an Employer Health Insurance Mandate on Health Insurance Coverage and the Demand for Labor: Evidence from Hawaii

We examine the effects of the most durable employer health insurance mandate in the United States, Hawaii’s Prepaid Health Care Act, using Current Population Survey data covering the years 1979 to 2005. We find that Hawaii’s law increased insurance coverage over time for worker groups with low rates of coverage in the voluntary market. We find no statistically significant support for the hypothesis that the mandate reduced wages and employment probabilities. Instead, its primary detectable effect was an increased reliance on part-time workers who are exempt from the law. We arrive at ...
Working Paper Series , Paper 2009-08

Working Paper
Local Labor Market Tightness and Job Quality: Evidence from Job Changers

Using novel data from the Survey of Household Economics and Decisionmaking, we examine how labor market tightness affects workers’ job quality. We estimate that a 10 percent increase in job vacancies not only increases the probability of changing jobs, it yields an 11–18 percent increase in the (unconditional) probability of switching to a better job overall, and one with greater pay and benefits, interest in the work, and advancement opportunities. Because tight labor markets improve both worker pay and job amenities in roughly the same proportion, their benefits to workers are ...
Finance and Economics Discussion Series , Paper 2026-043

Working Paper
The Evolution of Retirement Wealth

Is the current mix of tax preferences for employer-sponsored pensions and individual retirement saving in the U.S. delivering the best possible retirement-preparedness across and within generations? Using data from the triennial Survey of Consumer Finances for 1989 through 2013, cohort-based analysis of life-cycle trajectories shows that (1) overall retirement plan participation was relatively stable or even rising through 2007, though participation fell noticeably in the wake of the Great Recession and has remained lower, (2) participation is strongly correlated with income, and the shift in ...
Finance and Economics Discussion Series , Paper 2015-9

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