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Working Paper
Stimulus through Insurance: The Marginal Propensity to Repay Debt
Using detailed micro data, we document that households often use "stimulus" checks to pay down debt, especially those with low net wealth-to-income ratios. To rationalize these patterns, we introduce a borrowing price schedule into an otherwise standard incomplete markets model. Because interest rates rise with debt, borrowers have increasingly larger incentives to use an additional dollar to reduce debt service payments rather than consume. Using our calibrated model, we then study whether and how this marginal propensity to repay debt (MPRD) alters the aggregate implications of fiscal ...
Discussion Paper
Consumption Sensitivity of Uncertain Households
Uncertainty is a key component of everyday economic decisions of consumers and, perhaps not surprisingly, it plays a central role in economic models. According to economic theory, forward-looking consumers rely on their expectations and perceived uncertainty when making economic decisions. Nevertheless, measuring the uncertainty that households actually perceive, and how it affects consumer behavior, is challenging. The probabilistic nature of the Survey of Consumer Expectations enables us to make progress on this subject and to construct household-specific time-varying uncertainty. In our ...
Discussion Paper
Use of Gen AI in the Workplace and the Value of Access to Training
The rapid spread of generative AI (AI) tools is reshaping the workplace at a remarkable rate. Yet relatively little is known about whether workers have access to these tools, how the tools affect workers’ daily productivity, and how much workers value the training needed to use the tools effectively. In this post, we shed light on these issues by drawing on supplemental questions in the November 2025 Survey of Consumer Expectations (SCE), fielded to a representative sample of the U.S. population. We find that adoption of AI tools at work is heterogeneous, that a sizable share of workers see ...
Discussion Paper
Valuing Workplace Benefits
Workplace benefits—such as parental leave, sick leave, and flexible work arrangements—are increasingly being recognized as important determinants of differences in labor supply behavior, education and occupation choice, inequality in wages, and gender disparities in labor market outcomes. Researchers have argued that the failure of the United States to keep pace in providing more generous workplace benefits accounts for 29 percent of the decline in the nation’s labor force participation rate for women relative to that of other high-income countries in the Organisation for Economic ...
Discussion Paper
How Will the New Tax Law Affectt Homeowners in High Tax States? It Depends
The Tax Cuts and Jobs Act of 2017 (TCJA) introduces significant changes to the federal income tax code for individuals and businesses. Several provisions of the new tax law are particularly significant for the owner?occupied housing market. In this blog post, we compare the federal tax liability and the marginal after-tax cost of mortgage interest and property taxes under the old and new tax codes for a wide range of hypothetical recent home buyers in a high tax state. We find that impacts vary substantially along the income/home price distribution.
Discussion Paper
Mixed Impacts of the Federal Tax Reform on Consumer Expectations
The Tax Cuts and Jobs Act of 2017 changed the tax brackets, tax rates, credits and deductions for individuals and similarly altered corporate tax rates, deductions and exclusions. In this post, we examine whether the reform has shifted individuals’ expectations about their financial situation and the macroeconomic outlook. We also ask whether households have already started to adjust their behavior in line with their expectations. In order to answer these questions, we use novel data from a special module of the New York Fed’s Survey of Consumer Expectations (SCE) fielded in February 2018 ...
Discussion Paper
Just Released: Press Briefing on the Evolution and Future of Homeownership
The New York Fed today held a press briefing on homeownership in the United States, in connection with its release of the 2019 Survey of Consumer Expectations Housing Survey. The briefing opened with remarks from New York Fed President John Williams, who provided commentary on the macroeconomic outlook and summarized the prospects for homeownership. He noted that the labor market remains very strong and that there seems to be little evidence of inflationary pressures, meaning that the economy is on a healthy growth path.
Discussion Paper
Introducing the SCE Public Policy Survey
Households cope with considerable uncertainty in forming plans and making decisions. This includes uncertainty about their personal situations as well as about their external environment. An important source of uncertainty arises from (often abrupt) changes in government policy, including changes in tax rates and in the benefit level of social programs. Tracking individuals’ subjective beliefs about future policy changes is important for understanding their behavior as consumers and workers. For example, knowing the extent to which tax changes and other shifts in public policy are ...
Discussion Paper
Searching for Higher Job Satisfaction
Job-to-job transitions—those job moves that occur without an intervening spell of unemployment—have been discussed in the literature as a driver of wage growth. Economists typically describe the labor market as a “job ladder” that workers climb by moving to jobs with higher pay, stronger wage growth, and better benefits. It is important, however, that these transitions not be interspersed with periods of unemployment, both because such downtime could lead to a loss in accumulated human capital and because “on-the-job search” is more effective than searching while unemployed. Yet ...
Discussion Paper
Coronavirus Outbreak Sends Consumer Expectations Plummeting
The New York Fed’s Center for Microeconomic Data released results today from its March 2020 Survey of Consumer Expectations (SCE), which provides information on consumers' economic expectations and behavior. In particular, the survey covers respondents’ views on how income, spending, inflation, credit access, and housing and labor market conditions will evolve over time. The March survey, which was fielded between March 2 and 31, records a substantial deterioration in financial and economic expectations, including sharp declines in household income and spending growth expectations. As ...