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Author:Volz, Alice Henriques 

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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

Working Paper
Do the Rich Really Save More? Answering an Old Question Using the Survey of Consumer Finances with Direct Measures of Lifetime Earnings and an Expanded Wealth Concept

The question of whether affluent households save at a higher rate than other parts of the distribution has been asked by economists on numerous occasions since the 1950s. It is standard in this research to define affluent, or “rich,” households as those with high lifetime earnings or income to better ground the empirical question in relevant theory. However, results in the literature are mixed regarding whether rich households in fact save more than others, with some studies suggesting a generally flat saving-rate profile across the distribution and others supporting the notion that the ...
Working Papers , Paper 25-12

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

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
Rates of return on private and public businesses

Privately owned business assets are an important source of wealth for families across the world, but measurement issues are believed to hamper our understanding of these firms. We use income and valuations of private firms in the Survey of Consumer Finances (SCF), first validating the data against external aggregates and then using these data to find rates of return for private firms. With the exception of the years leading up to the Global Financial Crisis, overall rates of return on public firms have generally outpaced rates of return on private firms during the past 30 years.
Finance and Economics Discussion Series , Paper 2025-107

Working Paper
Do the Rich Really Save More? Answering an Old Question Using the SCF with Direct Measures of Lifetime Earnings and an Expanded Wealth Concept

The question of whether affluent households save at a higher rate has been asked by economists on numerous occasions since the 1950s. It is standard in this research to identify affluent, or “rich,” households as those with high lifetime earnings or income to better ground the empirical question in relevant theory. Existing results in the literature, however, are mixed on whether rich households in fact save more than others, with some suggesting a generally flat savings profile across the distribution and others supporting the notion that the rich do indeed save more. Many of the ...
Finance and Economics Discussion Series , Paper 2025-097

Working Paper
Analysis of wealth using micro and macro data: a comparison of the Survey of Consumer Finances and Flow of Funds Accounts

Researchers use different types of household balance sheet data to study different aspects of lifecycle saving and wealth accumulation behavior. Macro data from the Flow of Funds Accounts (FFA) are produced at a quarterly frequency and are available in a timely manner, but they can only be used to study the behavior of the household sector as a whole. Micro data from the Survey of Consumer Finances (SCF) are available every three years and only with a lag, but they can be used to address questions that involve differences in behavior over time and across various types of households. Despite ...
Finance and Economics Discussion Series , Paper 2013-46

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
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

Working Paper
Are homeowners in denial about their house values? comparing owner perceptions with transaction-based indexes

The boom and bust of the housing market has been a prominent feature of the household financial landscape in recent years. The exact magnitude of the house price swings depends on whether you ask homeowners how much their houses are worth at two points in time or use the change in a transaction-based house price index (HPI). During the boom, owner-reported values rose much more rapidly than the HPI, and after the bust, owner-reported values fell slightly less than the HPI. Individual homeowner "errors" are estimated to explain about one-third of the different in aggregate changes in the ...
Finance and Economics Discussion Series , Paper 2013-79

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