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Author:Chylak, Jack 

Discussion Paper
Tracking consumer sentiment versus how consumers are doing based on verified retail purchases

Despite low unemployment, moderating inflation and anchored inflation expectations, and rising incomes since mid-2022, surveys at the end of 2024 continued to report that consumer sentiment remained unusually low, below levels at the onset of the pandemic and on par with levels during the Great Financial Crisis. Why was there this discrepancy between consumer sentiment and the real economy?
FEDS Notes , Paper 2025-04-24-2

Working Paper
Lost in Aggregation: Geographic Mismeasurement of Income and Spending

Using zip-code median income as a proxy for household income is common in economics but can mask heterogeneity and yield misleading conclusions. Using zip-code median income and self-reported household incomes from a representative panel of 150,000 U.S. households, we decompose average retail spending for 2018-2024. When using self-reported incomes, we observe substantial divergence in spending between low- and high-income households starting in mid-2021. When using zip-code aggregates as a proxy, this divergence disappears. Our findings indicate a 35 to 75 percent discrepancy between ...
Finance and Economics Discussion Series , Paper 2025-050

Discussion Paper
A Better Way of Understanding the US Consumer: Decomposing Retail Sales by Household Income

Changes in retail spending reflect changes in consumer demand for goods. For the past several months, retail sales estimates published by the Census Bureau have indicated that consumer demand for retail goods remains resilient. However, published measures do not provide details on which consumers’ spending has remained resilient. Using a detailed micro dataset, we construct a measure of average retail spending for low-, middle- and high-income households.
FEDS Notes , Paper 2024-10-11

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