David Dam, Davide Melcangi, Laura Pilossoph, and Will Schirmer



Spending on goods and services that were constrained during the pandemic is expected to grow at a fast pace as the economy reopens. In this post, we look at detailed spending data to track which consumption categories were the most constrained by the pandemic due to social distancing. We find that, in 2019, high-income households typically spent relatively more on these pandemic-constrained goods and services. Our findings suggest that these consumers may have strongly reduced consumption during the pandemic and will likely play a crucial role in unleashing pent-up demand when pandemic restrictions ease.

Richard K. Crump, Nikolay Gospodinov, and Desi Volker

Breakeven inflation, defined as the difference in the yield of a nominal Treasury security and a Treasury Inflation-Protected Security (TIPS) of the same maturity, is closely watched by market participants and policymakers alike. Breakeven inflation rates provide a signal about the expected path of inflation as perceived by market participants although they are also affected by risk and liquidity premia. In this post, we scrutinize the dynamics of breakeven inflation, highlighting some intriguing behavior which has persisted for a number of years and even through the pandemic. In particular, we document a substantial downward shift in the level of breakeven inflation as well as a marked flattening of the breakeven inflation curve.

Jason Bram and Richard Deitz



Business activity increased in the region’s manufacturing sector in recent weeks but continued to decline in the region’s service sector, continuing a divergent trend seen over the past several months, according to the Federal Reserve Bank of New York’s February regional business surveys. Looking ahead, however, businesses expressed widespread optimism about the near-term outlook, with service firms increasingly confident that the business climate will be better in six months. The surveys also found that supply disruptions were widespread, with manufacturing firms reporting longer delivery times and rising input costs, a likely consequence of such disruptions. Many firms also noted that minimum wage hikes implemented in January in both New York and New Jersey had affected their employment or compensation decisions.

Andreas I. Mueller, Johannes Spinnewijn, and Giorgio Topa



In addition to its terrible human toll, the COVID-19 pandemic has also caused massive disruption in labor markets. In the United States alone, more than 25 million people lost their jobs during the first wave of the pandemic. While many have returned to work since then, a large number have remained unemployed for a prolonged period of time. The number of long-term unemployed (defined as those jobless for twenty-seven weeks or longer) has surged from 1.1 million to almost 4 million. An important concern is that the long-term unemployed face worse employment prospects, but prior work has provided no consensus on what drives this decline in employment prospects. This post discusses new findings using data on elicited beliefs of unemployed job seekers to uncover the forces driving long-term unemployment.

Ryan Bush, Haitham Jendoubi, Matthew Raskin, and Giorgio Topa



In late August, as part of the Federal Reserve’s review of Monetary Policy Strategy, Tools, and Communications, the Federal Open Market Committee (FOMC) published a revised Statement on Longer-Run Goals and Monetary Policy Strategy. As observers have noted, the revised statement incorporated important changes to the Federal Reserve’s approach to monetary policy. This includes emphasizing maximum employment as a broad-based and inclusive goal and focusing on “shortfalls” rather than “deviations” of employment from its maximum level. The statement also noted that, in order to anchor longer-term inflation expectations at the FOMC’s longer-run goal, the Committee would seek to achieve inflation that averages 2 percent over time. In this post, we investigate the possible impact of these changes on financial market participants’ expectations for policy rate outcomes, based on responses to the Survey of Primary Dealers (SPD) and Survey of Market Participants (SMP) conducted by the New York Fed’s Open Market Trading Desk both shortly before and after the conclusion of the framework review. We find that the conclusion of the framework review coincided with a notable shift in market participants’ perceptions of the FOMC’s policy rate “reaction function,” in the direction of higher expected inflation and lower expected unemployment at the time of the next increase in the federal funds target range (or “liftoff”).

Olivier Armantier, Leo Goldman, Gizem Koşar, Jessica Lu, Rachel Pomerantz, and Wilbert van der Klaauw



In this post we analyze consumer beliefs about the duration of the economic impact of the pandemic and present new evidence on their expected spending, income, debt delinquency, and employment outcomes, conditional on different scenarios for the future path of the pandemic. We find that between June and August respondents to the New York Fed Survey of Consumer Expectations (SCE) have grown less optimistic about the pandemic’s economic consequences ending in the near future and also about the likelihood of feeling comfortable in crowded places within the next three months. Although labor market expectations of respondents differ considerably across fairly extreme scenarios for the evolution of the COVID pandemic, the difference in other economic outcomes across scenarios appear relatively moderate on average. There is, however, substantial heterogeneity in these economic outcomes and some vulnerable groups (for example, lower income, non-white) appear considerably more exposed to the evolution of the pandemic.

Olivier Armantier, Leo Goldman, Gizem Koşar, Jessica Lu, Rachel Pomerantz, and Wilbert van der Klaauw



In this post, we examine how households used economic impact payments, a large component of the CARES Act signed into law on March 27 that directed stimulus payments to many Americans to help offset the economic fallout from the coronavirus pandemic. An important question in evaluating how much this part of the CARES Act stimulated the economy concerns what share of these payments households used for consumption—what economists call the marginal propensity to consume (MPC). There also is interest in learning the extent to which the payments contributed to the sharp increase in the U.S. personal saving rate during the early months of the pandemic. We find in this analysis that as of the end of June 2020, a relatively small share of stimulus payments—29 percent—was used for consumption, with 36 percent saved and 35 percent used to pay down debt. Reported expected uses for a potential second stimulus payment suggest an even smaller MPC, with households expecting to use more of the funds to pay down their debts. We find similarly small estimated average consumption out of unemployment insurance (UI) payments, but with somewhat larger shares of these funds used to pay down debt.

Gizem Koşar, Rachel Pomerantz, and Wilbert van der Klaauw



The New York Fed’s Center for Microeconomic Data released results today from its August 2020 SCE Household Spending Survey and SCE Public Policy Survey. The former provides information on consumers' experiences and expectations regarding household spending, while the latter provides information on consumers' expectations regarding future changes for a wide range of fiscal and social policies and the potential impact of these changes on their households. These data have been collected every four months since December 2014 for the SCE Household Spending Survey and October 2015 for the SCE Public Policy Survey as part of the Survey of Consumer Expectations (SCE).

Rajashri Chakrabarti and Maxim Pinkovskiy



Social distancing—avoiding nonessential movement and largely staying at home—is seen as key to limiting the spread of COVID-19. To promote social distancing, over forty states imposed shelter-in-place or stay-at-home orders, closing nonessential businesses, banning large gatherings, and encouraging citizens to stay home. Over the course of the last month, virtually all of these states have reopened. However, these reopenings were preceded by a spontaneous increase in mobility and decline in social distancing. Did the reopenings decrease social distancing, or did it ratify ex post what was already going to take place? In this post, we will investigate this question using an event study methodology and demonstrate that reopenings probably have caused a large decline in social distancing, even after accounting for the trends already in place at the time of reopening.

Gizem Koşar, Kyle Smith, and Wilbert van der Klaauw



The New York Fed’s Center for Microeconomic Data released results today from its April 2020 SCE Public Policy Survey, which provides information on consumers' expectations regarding future changes to a wide range of fiscal and social insurance policies and the potential impact of these changes on their households. These data have been collected every four months since October 2015 as part of our Survey of Consumer Expectations (SCE). Given the ongoing COVID-19 pandemic, households face significant uncertainty about their personal situations and the general economic environment when forming plans and making decisions. Tracking individuals’ subjective beliefs about future government policy changes is important for understanding and predicting their behavior in terms of spending and labor supply, which will be crucial in forecasting the economic recovery in the months ahead.