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Author:Volz, Alice Henriques 

Working Paper
Measuring Income and Wealth at the Top Using Administrative and Survey Data

Administrative tax data indicate that U.S. top income and wealth shares are substantial and increasing rapidly (Piketty and Saez 2003, Saez and Zucman 2014). A key reason for using administrative data to measure top shares is to overcome the under-representation of families at the very top that plagues most household surveys. However, using tax records alone restricts the unit of analysis for measuring economic resources, limits the concepts of income and wealth being measured, and imposes a rigid correlation between income and wealth. The Survey of Consumer Finances (SCF) solves the ...
Finance and Economics Discussion Series , Paper 2015-30

Discussion Paper
Wealth Inequality and COVID-19: Evidence from the Distributional Financial Accounts

A wide range of economic activity has been severely disrupted by the COVID-19 pandemic, while others have been remarkably resilient throughout the restrictions placed on our physical interactions. The unique pattern of income losses, spending reductions and substitutions, and government relief raise many questions about how different groups fared economically over the last year.
FEDS Notes , Paper 2021-08-30-2

Working Paper
A Wealth of Information: Augmenting the Survey of Consumer Finances to Characterize the Full U.S. Wealth Distribution

We use the Survey of Consumer Finances (SCF) to advance U.S. wealth analysis along several dimensions. We develop a comprehensive framework that modifies the SCF to recover the wealth distribution over families, tax units, and individuals from 1989 to 2019. We show that, by ignoring unequal holdings within families, existing estimates considerably understate U.S. inequality across individuals. We find wealth concentration rose through the recent economic recovery, which differs from leading models that capitalize income into wealth even after aligning conceptual differences. We illustrate ...
Finance and Economics Discussion Series , Paper 2021-053

Discussion Paper
U.S. Families’ Experiences of the COVID-19 Pandemic: Evidence from the Survey of Consumer Finances

Between 2019 and 2022, the COVID-19 pandemic caused severe disruptions to the U.S. labor market and broader economic activity, leading to unprecedented levels of fiscal support. Nonetheless, over this period, net changes in major economic indicators were consistent with a robust economy, and according to the 2022 Survey of Consumer Finances (SCF), U.S. families experienced broad-based improvements in their finances, particularly with respect to net worth (Aladangady et al., 2023).
FEDS Notes , Paper 2023-10-18-1

Discussion Paper
The Distributional Financial Accounts

This Note describes briefly how the Distributional Financial Accounts (DFAs) are constructed and highlights some of their key features.
FEDS Notes , Paper 2019-08-30

Discussion Paper
Wealth and Income Concentration in the SCF: 1989–2019

Using 2019 SCF data, we update estimates of the U.S. wealth and income distributions. These data indicate that wealth concentration in 2019 was similar to the levels seen in 2016 and near the historical high over the 1989–2019 period. Income concentration similarly remains high but declined between 2016 and 2019.
FEDS Notes , Paper 2020-09-28-1

Working Paper
The Effect of Shocks to College Revenues on For-Profit Enrollment: Spillover from the Public Sector

This paper investigates whether declines in public funding for post-secondary institutions have increased for-profit enrollment. The two primary channels through which funding might operate to reallocate students across sectors are price (measured by tuition) and quality (measured by resource constraints). We estimate, on average, that a 10 percent cut in appropriations raises tuition about 1 to 2 percent and decreases faculty resources by 1/2 to 1 percent, creating substantial bottlenecks for prospective students on both price and quality. These cuts, in turn, generate a nearly one ...
Finance and Economics Discussion Series , Paper 2015-25

Working Paper
Wealth Concentration in the United States Using an Expanded Measure of Net Worth

Defined benefit (DB) pensions and Social Security are two important resources for financing retirement in the United States. However, these illiquid, non-market forms of wealth are typically excluded from measures of net worth. To the extent that these broadly held resources substitute for savings, measures of wealth inequality that do not account for DB pensions and Social Security may be overstated. This paper develops an alternative, expanded wealth concept, augmenting precise net worth data from the Survey of Consumer Finances with estimates of DB pension and expected Social Security ...
Working Papers , Paper 21-6

Working Paper
Wealth Distribution and Retirement Preparation among Early Savers

This paper develops a new combined-wealth measure by augmenting data on net worth from the Survey of Consumer Finances with estimates of defined benefit (DB) pension and expected Social Security wealth. We use this concept to explore retirement preparation among two groups of households in pre-retirement years (aged 40 through 49 and 50 through 59), and to explore the concentration of wealth. We find evidence of moderate, but rising, shortfalls in retirement preparation. We also show that including DB pension and Social Security wealth results in markedly lower measures of wealth ...
Working Papers , Paper 20-4

Discussion Paper
The Role of Social Security in Overall Retirement Resources: A Distributional Perspective

In this note, we first present trends in participation in employment-related retirement plans, and then provide analysis for one birth cohort, nearing retirement age, of the impact of Social Security on retirement wealth.
FEDS Notes , Paper 2016-07-29-1

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