Search Results
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 ...
Journal Article
Regional Spotlight: Surveying the South Jersey Economy
After 25 years and two recessions, how well has our South Jersey Business Survey tracked the local economy?
Journal Article
Assessing the Recent Rise in Unemployment
The unemployment rate has risen over half a percentage point since the second quarter of 2023. Individual survey data underlying the unemployment rate can help in assessing which labor market transitions account for this rise. One dominant factor appears to be a fall in the job-finding rate—the share of unemployed individuals finding employment. The duration of unemployment has also increased recently. In past decades, these patterns have frequently occurred during the onset of recessions, which suggests that these data should be closely monitored.
Journal Article
Inflation Uncertainty among Eighth District Households
Survey data suggest that uncertainty about future inflation among Eighth District households rose during periods of significant change in monetary policy.
Working Paper
Household Beliefs about Fiscal Dominance
We study beliefs about fiscal dominance using a survey of German households. We first design and conduct a randomized controlled trial to identify how fiscal news impacts individuals’ debt-to-GDP and inflation expectations. We document that the link between debt and inflation crucially depends on individuals’ views about the fiscal space. News leading individuals to expect a higher debt-to-GDP ratio makes them more likely to revise their inflation expectations upward. These average effects are driven by individuals who think that fiscal resources are stretched. By contrast, individuals ...
Working Paper
Household Inflation Expectations and Consumer Spending: Evidence from Panel Data
Recent research offers mixed results concerning the relationship between inflation expectations and consumption, using qualitative measures of readiness to spend. We revisit this question using survey panel data from the United States of actual spending from 2009 through 2012 that also allow us to control for household heterogeneity. We find that durables spending increases with inflation expectations only for certain types of households, while nondurables spending does not respond to inflation expectations. Moreover, spending decreases with an expected increase in unemployment. These results ...
Working Paper
Finding Needles in Haystacks: Multiple-Imputation Record Linkage Using Machine Learning
This paper considers the problem of record linkage between a household-level survey and an establishment-level frame in the absence of unique identifiers. Linkage between frames in this setting is challenging because the distribution of employment across establishments is highly skewed. To address these difficulties, this paper develops a probabilistic record linkage methodology that combines machine learning (ML) with multiple imputation (MI). This ML-MI methodology is applied to link survey respondents in the Health and Retirement Study to their workplaces in the Census Business Register. ...
Journal Article
Regional Spotlight: Surveying the South Jersey Economy
After 25 years and two recessions, how well has our South Jersey Business Survey tracked the local economy?
Working Paper
Household Inflation Expectations and Consumer Spending: Evidence from Panel Data
Recent research offers mixed results concerning the relationship between inflation expectations and consumption, using qualitative measures of readiness to spend. We revisit this question using survey panel data of actual spending from the U.S. between 2009 and 2012 that also allows us to control for household heterogeneity. We find that durables spending increases with expected inflation only for selected types of households while nondurables spending does not respond to expected inflation. Moreover, spending decreases with expected unemployment. These results imply a limited stimulating ...
Working Paper
A Comprehensive Empirical Evaluation of Biases in Expectation Formation
We revisit predictability of forecast errors in macroeconomic survey data, which is often taken as evidence of behavioral biases at odds with rational expectations. We argue that to reject rational expectations, one must be able to predict forecast errors out of sample. However, the regressions used in the literature often perform poorly out of sample. The models seem unstable and could not have helped to improve forecasts with access only to available information. We do find some notable exceptions to this finding, in particular mean bias in interest rate forecasts, that survive our ...