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Working Paper
Does it Pay to Send Multiple Pre-Paid Incentives? Evidence from a Randomized Experiment
Ma, Eva; Hsu, Joanne W.; Sjoblom, Micah; Chang, Andrew C.; Bachtell, Kate (2024-04-19)
To encourage survey participation and improve sample representativeness, the Survey of Consumer Finances (SCF) offers an unconditional pre-paid monetary incentive and separate post-paid incentive upon survey completion. We conducted a pre-registered between-subject randomized control experiment within the 2022 SCF, with at least 1,200 households per experimental group, to examine whether changing the pre-paid incentive structure affects survey outcomes. We assess the effects of: (1) altering the total dollar value of the pre-paid incentive (“incentive effect”), (2) giving two identical ...
Finance and Economics Discussion Series , Paper 2024-023

Working Paper
Learning About Consumer Uncertainty from Qualitative Surveys: As Uncertain As Ever
Sharp, Robert; Sarte, Pierre-Daniel G.; Pinto, Santiago (2015-09-03)
We study diffusion indices constructed from qualitative surveys to provide real-time assessments of various aspects of economic activity. In particular, we highlight the role of diffusion indices as estimates of change in a quasi extensive margin, and characterize their distribution, focusing on the uncertainty implied by both sampling and the polarization of participants' responses. Because qualitative tendency surveys generally cover multiple questions around a topic, a key aspect of this uncertainty concerns the coincidence of responses, or the degree to which polarization comoves, across ...
Working Paper , Paper 15-9

Working Paper
Texas Manufacturing Outlook Survey: Survey Methodology, Performance and Forecast Accuracy
Cañas, Jesus; Jayashankar, Aparna; Kerr, Emily; Morales-Burnett, Diego (2024-03-28)
The Texas Manufacturing Outlook Survey (TMOS) is a monthly survey of area manufacturers conducted by the Federal Reserve Bank of Dallas. TMOS indexes provide timely information on manufacturing activity in Texas, which is useful for understanding broader changes in regional economic conditions. This paper describes the survey methodology and analyzes the explanatory and predictive power of TMOS indexes with regard to other measures of state economic activity. Regression analysis shows that several TMOS indexes successfully track changes in Texas employment, gross domestic product and consumer ...
Working Papers , Paper 2402

Working Paper
Improved Estimation of Poisson Rate Distributions through a Multi-Mode Survey Design
Hitczenko, Marcin (2021-02-03)
Researchers interested in studying the frequency of events or behaviors among a population must rely on count data provided by sampled individuals. Often, this involves a decision between live event counting, such as a behavioral diary, and recalled aggregate counts. Diaries are generally more accurate, but their greater cost and respondent burden generally yield less data. The choice of survey mode, therefore, involves a potential tradeoff between bias and variance of estimators. I use a case study comparing inferences about payment instrument use based on different survey designs to ...
FRB Atlanta Working Paper , Paper 2021-10

Report
Inequality Within Countries is Falling: Underreporting Robust Estimates of World Poverty, Inequality, and the Global Distribution of Income
Pinkovskiy, Maxim L.; Sala-i-Martin, Xavier X.; Chatterji-Len, Kasey; Nober, William (2024-09-01)
Household surveys suffer from persistent and growing underreporting. We propose a novel procedure to adjust reported survey incomes for underreporting by estimating a model of misreporting whose main parameter of interest is the elasticity of regional national accounts income to regional survey income, which is closely related to the elasticity of underreporting with respect to income. We find this elasticity to be substantial but roughly constant over time, implying a large but relatively constant correction to survey-derived inequality estimates. Underreporting of income by the bottom 50 ...
Staff Reports , Paper 1125

Working Paper
Low Passthrough from Inflation Expectations to Income Growth Expectations: Why People Dislike Inflation
Schoenle, Raphael; Pedemonte, Mathieu; Knotek, Edward S.; Rich, Robert W.; Hajdini, Ina; Leer, John (2023-03-27)
We implement a novel methodology to disentangle two-way causality in inflation and income expectations in a large, nationally representative survey of US consumers. We find a 20 percent passthrough from expected inflation to expected income growth, but no statistically significant effect in the other direction. Passthrough is higher for higher-income individuals and men. Higher inflation expectations increase consumers’ likelihood to search for higher-paying new jobs. In a calibrated search-and-matching model, dampened responses of wages to demand and supply shocks translate into greater ...
Working Papers , Paper 22-21R

Working Paper
We Are All Behavioral, More or Less: Measuring and Using Consumer-Level Behavioral Sufficient Statistics
Zinman, Jonathan; Stango, Victor (2019-02-22)
Can a behavioral sufficient statistic empirically capture cross-consumer variation in behavioral tendencies and help identify whether behavioral biases, taken together, are linked to material consumer welfare losses? Our answer is yes. We construct simple consumer-level behavioral sufficient statistics??B-counts??by eliciting seventeen potential sources of behavioral biases per person, in a nationally representative panel, in two separate rounds nearly three years apart. B-counts aggregate information on behavioral biases within-person. Nearly all consumers exhibit multiple biases, in ...
Working Papers , Paper 19-14

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