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Author:Topa, Giorgio 

Discussion Paper
Did State Reopenings Increase Consumer Spending?

The spread of COVID-19 in the United States has had a profound impact on economic activity. Beginning in March, most states imposed severe restrictions on households and businesses to slow the spread of the virus. This was followed by a gradual loosening of restrictions (“reopening”) starting in April. As the virus has re-emerged, a number of states have taken steps to reverse the reopening of their economies. For example, Texas and Florida closed bars again in June, and Arizona additionally paused operations of gyms and movie theatres. Taken together, these measures raise the question of ...
Liberty Street Economics , Paper 20200918b

Working Paper
Household inflation experiences in the U.S.: a comprehensive approach

We present new measures of household-specific inflation experiences based on comprehensive information from the Consumer Expenditure Survey (CEX). We match households in the Interview and the Diary Surveys from the CEX to produce both complete and detailed pictures of household expenditures. The resulting household inflation measures are based on a more accurate and detailed description of household expenditures than those previously available. We find that our household-based inflation measures track aggregate measures such as the CPI-U quite well and that the addition of Diary Survey data ...
Working Paper Series , Paper 2009-19

Do informal referrals lead to better matches? Evidence from a firm's employee referral system

The limited nature of data on employment referrals in large business and household surveys has so far limited our understanding of the relationships among employment referrals, match quality, wage trajectories, and turnover. Using a new, firm-level data set that includes explicit information on whether a worker was referred by a current employee of the company, we are able to provide rich detail on these empirical relationships for a single U.S. corporation, and to test various predictions of theoretical models of labor market referrals. Predictions with which our results align include: 1) ...
Staff Reports , Paper 568

Working Paper
How Robust Are Makeup Strategies to Key Alternative Assumptions?

We analyze the robustness of makeup strategies—policies that aim to offset, at least in part, past misses of inflation from its objective—to alternative modeling assumptions, with an emphasis on the role of inflation expectations. We survey empirical evidence on the behavior of shorter-run and long-run inflation expectations. Using simulations from the FRB/US macroeconomic model, we find that makeup strategies can moderately offset the real effects of adverse economic shocks, even when much of the public is uninformed about the monetary strategy. We also discuss the robustness of makeup ...
Finance and Economics Discussion Series , Paper 2020-069

Journal Article
An overview of the Survey of Consumer Expectations

The authors present an overview of the New York Fed?s Survey of Consumer Expectations, a monthly online survey of a rotating panel of household heads. The survey collects timely information on respondents? expectations and decisions on a broad variety of topics, including inflation, household finance, the labor market, and the housing market. It has three main goals: (1) measuring consumer expectations at a high frequency, (2) understanding how these expectations are formed, and (3) investigating the link between expectations and behavior. The authors discuss the origins of the survey, the ...
Economic Policy Review , Issue 23-2 , Pages 51-72

Discussion Paper
The Survey of Consumer Expectations Turns Two!

The Federal Reserve Bank of New York’s Survey of Consumer Expectations (SCE) turned two years old in June. In this post, we review some of the key findings from the first two years of the survey’s history, highlighting the most noteworthy trends revealed in the data.
Liberty Street Economics , Paper 20150713a

Discussion Paper
Racial and Income Gaps in Consumer Spending following COVID-19

This post is the first in a two-part series that seeks to understand whether consumer spending patterns during the COVID-19 pandemic evolved differentially across counties by race and income. As the pandemic hit and social distancing restrictions were put into place in March 2020, consumer spending plummeted. Subsequently, as social distancing restrictions began to be relaxed later in spring 2020, consumer spending started to rebound. We find that higher-income counties had a considerably steeper decline and a shallower recovery than low-income counties did. The differences by race were also ...
Liberty Street Economics , Paper 20210513a

Discussion Paper
How Do People Revise Their Inflation Expectations?

The New York Fed started releasing results from its Survey of Consumer Expectations (SCE) three years ago, in June 2013. The SCE is a monthly, nationally representative, internet-based survey of a rotating panel of about 1,300 household heads. Its goal, as described in a series of Liberty Street Economics posts, is to collect timely and high-quality information on consumer expectations about a broad range of topics, covering both macroeconomic variables and the households' own situation. In this post, we look at what drives changes in consumer inflation expectations. Do people respond to ...
Liberty Street Economics , Paper 20160822

Mismatch unemployment

We develop a framework where mismatch between vacancies and job seekers across sectors translates into higher unemployment by lowering the aggregate job-finding rate. We use this framework to measure the contribution of mismatch to the recent rise in U.S. unemployment by exploiting two sources of cross-sectional data on vacancies: JOLTS and HWOL (a new database covering the universe of online U.S. job advertisements). Mismatch across industries and occupations explains at most one-third of the total observed increase in the unemployment rate. Geographical mismatch plays no apparent role. ...
Staff Reports , Paper 566

Inflation expectations and behavior: Do survey respondents act on their beliefs?

We compare the inflation expectations reported by consumers in a survey with their behavior in a financially incentivized investment experiment designed such that future inflation affects payoffs. The inflation expectations survey is found to be informative in the sense that the beliefs reported by the respondents are correlated with their choices in the experiment. Furthermore, most respondents appear to act on their inflation expectations showing patterns consistent (both in direction and magnitude) with expected utility theory. Respondents whose behavior cannot be rationalized tend to be ...
Staff Reports , Paper 509


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