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Working Paper
Surveying Business Uncertainty
Meyer, Brent; Altig, David E.; Davis, Steven J.; Parker, Nicholas B.; Bloom, Nicholas; Barrero, Jose Maria (2020-02-01)
We elicit subjective probability distributions from business executives about their own-firm outcomes at a one-year look-ahead horizon. In terms of question design, our key innovation is to let survey respondents freely select support points and probabilities in five-point distributions over future sales growth, employment, and investment. In terms of data collection, we develop and field a new monthly panel Survey of Business Uncertainty (SBU). The SBU began in 2014 and now covers about 1,750 firms drawn from all 50 states, every major nonfarm industry, and a range of firm sizes. We find ...
FRB Atlanta Working Paper , Paper 2019-13

Working Paper
Credit Supply and Hedge Fund Performance: Evidence from Prime Broker Surveys
Li, Dan; Monin, Phillip J.; Petrasek, Lubomir (2024-11-21)
Constraints on the supply of credit by prime brokers affect hedge funds' leverage and performance. Using dealer surveys and hedge fund regulatory filings, we identify individual funds' credit supply from the availability of credit under agreements currently in place between a hedge fund and its prime brokers. We find that hedge funds connected to prime brokers that make more credit available to their hedge fund clients increase their borrowing and generate higher returns and alphas. These effects are more pronounced among hedge funds that rely on a small number of prime brokers, and those ...
Finance and Economics Discussion Series , Paper 2024-089

Discussion Paper
The Region Is Struggling to Recover from the Pandemic Recession
Abel, Jaison R.; Hastings, Jonathan; Bram, Jason; Deitz, Richard (2021-12-17)
The pandemic struck the New York-Northern New Jersey region early and hard, and the economy is still struggling to recover nearly two years later. Indeed, employment fell by 20 percent in New York City as the pandemic took hold, a significantly sharper decline than for the nation as a whole, and the rest of the region wasn’t far behind, creating a much larger hole to dig out of than other parts of the country. While the region saw significant growth as the economy began to heal, growth has slowed noticeably, and job shortfalls—that is, the amount by which employment remains below ...
Liberty Street Economics , Paper 20211217a

Journal Article
Federal Reserve: Good Data is Hard to Find
Sablik, Timothy (2025-04)
Fed officials frequently describe their monetary policy decisions as data dependent. As the central bank has navigated the recovery from the COVID-19 pandemic, a common refrain in its policy statements is that the Federal Open Market Committee (FOMC) will "carefully assess incoming data, the evolving outlook, and the balance of risks" when considering further adjustments."We are looking at the data to guide us in what we should do," Fed Chair Jerome Powell said at the press conference following the FOMC's meeting at the end of January.The demand for data in economics as a whole has only grown ...
Econ Focus , Volume 25 , Issue 1Q/2Q , Pages 4-7

Working Paper
What makes a job better? Survey evidence from job changers
Lim, Katherine; Zabek, Mike (2024-02-02)
Changes in pay and benefits alone incorrectly predict self-assessed changes in overall job quality 30 percent of the time, according to survey evidence from job changers. Job changers also place more emphasis on their interest in their work than they do on pay and benefits in evaluating whether their new job is better. Parents particularly emphasize work-life balance, and we find some indications that mothers value it more than fathers. Improvements in pay are highly correlated with improvements in other amenities for workers with less education but not for workers with a bachelor's degree or ...
Finance and Economics Discussion Series , Paper 2024-004

Discussion Paper
Introducing the FRBNY Survey of Consumer Expectations: Survey Goals, Design and Content
Armantier, Olivier; Zafar, Basit; Van der Klaauw, Wilbert; Topa, Giorgio (2013-12-04)
Starting in the first quarter of 2014, the Federal Reserve Bank of New York (FRBNY) will begin reporting findings from a new national survey designed to elicit consumers? expectations for a wide range of household-level and aggregate economic and financial conditions. This week, we provide an introduction to the new survey in a series of four blog posts. In this first post, we discuss the overall objectives of the new survey, its sample design, and content. In the posts that follow, we will provide further details and present preliminary findings from the survey on three broad categories of ...
Liberty Street Economics , Paper 20131204b

Working Paper
Practice Makes Perfect: Learning Effects with Household Point and Density Forecasts of Inflation
Mitchell, James; Shiroff, Taylor; Braitsch, Hana (2024-11-13)
This paper shows how both the characteristics and the accuracy of the point and density forecasts from a well-known panel data survey of households' inflationary expectations – the New York Fed's Survey of Consumer Expectations – depend on the tenure of survey respondents. Households' point and density forecasts of inflation become significantly more accurate with repeated practice of completing the survey. These learning gains are best identified when tenure-based combination forecasts are constructed. Tenured households on average produce lower point forecasts of inflation, perceive ...
Working Papers , Paper 24-25

Report
More Unequal We Stand? Inequality Dynamics in the United States, 1967–2021
Heathcote, Jonathan; Perri, Fabrizio; Violante, Giovanni L.; Zhang, Lichen (2023-08-01)
Heathcote et al. (2010) conducted an empirical analysis of several dimensions of inequality in the United States over the years 1967-2006, using publicly-available survey data. This paper expands the analysis, and extends it to 2021. We find that since the early 2000s, the college wage premium has stopped growing, and the race wage gap has stalled. However, the gender wage gap has kept shrinking. Both individual- and household-level income inequality have continued to rise at the top, while the cyclical component of inequality dominates dynamics below the median. Inequality in consumption ...
Staff Report , Paper 648

Working Paper
Average Inflation Targeting and Household Expectations
Coibion, Olivier; Knotek, Edward S.; Gorodnichenko, Yuriy (2021-12-20)
Using a daily survey of U.S. households, we study how the Federal Reserve’s announcement of its new strategy of average inflation targeting affected households’ expectations. Starting with the day of the announcement, there is a very small uptick in the minority of households reporting that they had heard news about monetary policy relative to prior to the announcement, but this effect fades within a few days. Those hearing news about the announcement do not seem to have understood the announcement: they are no more likely to correctly identify the Fed’s new strategy than others, nor ...
Working Papers , Paper 20-26R

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