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Working Paper
Trends in Household Portfolio Composition
We use data from the Survey of Consumer Finances (SCF) to explore how household asset portfolios in the United States have evolved from 1989 to 2016. Throughout this period, two key assets?housing and financial market assets?have driven the aggregate household balance sheet evolution. However, aggregates mask great heterogeneity in balance sheet composition across the wealth distribution, and most families hold a relatively small share of assets in financial markets and larger shares in housing and other nonfinancial assets. We also describe the typical life cycle asset accumulation processes ...
Working Paper
Changes in the Distribution of After-Tax Wealth: Has Income Tax Policy Increased Wealth Inequality?
A substantial share of the wealth of Americans is held in tax-deferred form such as in retirement accounts or as unrealized capital gains. Most data and statistics on assets and wealth is reported on a pre-tax basis, but pre-tax values include an implicit tax liability and may not provide as accurate a measure of the financial position or material well-being of families. In this paper, we describe the distribution of tax-deferred assets in the SCF from 1989 to 2013, provide new estimates of the income tax liabilities implicit in those assets, and present new statistics on the level and ...
Journal Article
Changes in U.S. Family Finances from 2010 to 2013: Evidence from the Survey of Consumer Finances
The Federal Reserve Board's Survey of Consumer Finances for 2013 provides insights into the evolution of family income and net worth since the previous time the survey was conducted, in 2010. The survey shows that, over the 2010-13 period, the median value of real (inflation-adjusted) family income before taxes fell 5 percent, while mean income increased 4 percent. The differential movements in median and mean incomes are consistent with increased income inequality over the 2010-13 period, though some of that differential growth simply reversed the cyclical decrease in income inequality that ...
Journal Article
The current state of U.S. household balance sheets
The Board of Governors of the Federal Reserve System is responsible for two of the most widely used datasets containing information about U.S. household balance sheets: the quarterly macro-level Financial Accounts of the United States (FA, formerly known as the Flow of Funds Accounts) and the triennial microlevel Survey of Consumer Finances (SCF). The FA is very timely, but the data can be used only to describe the household sector as a whole. The SCF provides the micro-level detail needed to capture heterogeneity in household finances, but the data are available only with a long lag. The ...
Working Paper
Do liquidity constraints matter for new entrepreneurs?
Numerous studies have found a positive relationship between wealth and entering entrepreneurship, and interpret this as evidence of the existence of liquidity constraints. However, recent research has shown that the relationship between wealth and entering entrepreneurship may be non-linear and only significant for high-wealth households; this result cannot be interpreted as evidence of liquidity constraints. Using data from the SCF, we construct a proxy for wealth based on the household's home equity wealth at the time of the entrepreneurial decision. The results provide further evidence ...
Working Paper
Effective tax rates and measures of business size
This paper uses data from the Survey of Consumer Finances (SCF) and the NBER TAXSIM model to estimate marginal and average tax rates for households that own businesses that are pass-thru entities. We examine how marginal and average tax rates vary by the size of business using four different measures of the size: net income, gross receipts, business value, and number of employees. The analysis also uses the long-time series of SCF cross-sections to examine how tax rates for business owners have evolved over the various changes in tax policy of the last two decades.
Discussion Paper
Improving the Measurement of Racial and Ethnic Disparities in the Survey of Consumer Finances
The Survey of Consumer Finances (SCF) is one of the main data sources in the United States for assessing and analyzing differences in wealth and financial well-being across families. In recent years, the SCF estimates of racial and ethnic wealth gaps have garnered considerable attention, in part because these disparities are so large and persistent.
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.
Working Paper
Banking market definition: evidence from the Survey of Consumer Finances
This paper uses data from the triennial waves of the Survey of Consumer Finances from 1992 to 2004 to examine changes in the use of financial services with implications for the definition of banking markets. Despite powerful technological and regulatory shifts over this period, households' banking markets overall remained largely local--the median distance to a provider of financial services remained under four miles. However, there has been rapid growth in the use of non-depository financial institutions over the period, particularly non-local ones. This increase occurred across a wide ...
Working Paper
Trends in household portfolio composition
We use data from the Federal Reserve Board?s Survey of Consumer Finances (SCF) to explore how household asset portfolios in the United States evolved between 1989 and 2016. Throughout this period, two key assets ? housing and financial market assets ? drove the household balance sheet evolution; however, we find a great heterogeneity in the balance sheets that averages and aggregates conceal. We observe that ownership of assets has become more concentrated over time, and we show that nearly all of the time series variation in financial vulnerabilities in family balance sheets is due to ...