14 posts on "consumer spending"
March 25, 2026
Sports Betting Is Everywhere, Especially on Credit Reports
Since 2018, more than thirty states have legalized mobile sports betting, leading to more than a half trillion dollars in wagers. In our recent Staff Report, we examine how legalized sports betting affects household financial health by comparing betting activity and consumer credit outcomes between states that legalized to those that have not. We find that legalization increases spending at online sportsbooks roughly tenfold, but betting does not stop at state boundaries. Nearby areas where betting is not legal still experience roughly 15 percent the increase of counties where it is legal. At the same time, consumer financial health suffers. Our analysis finds rising delinquencies in participating states, with spillover effects across state lines. What is more, even though the share of people taking up sports betting after legalization is small (roughly 3 percent of the population), overall credit delinquency rises by about 0.3 percentage points. Our findings suggest that sports betting can have dramatic implications for household financial stability.
February 3, 2026
A New Dataset for Consumer Spending in the New York Fed EHIs
We are enhancing our set of Economic Heterogeneity Indicators (EHIs) by adding a set of metrics on consumer spending with data presented by income, education, race and ethnicity, age, and urban status. The data will help track the evolution of aggregate behavior by analyzing the spending of specific groups in a more timely manner than is possible using public surveys.
October 11, 2023
Spending Down Pandemic Savings Is an “Only‑in‑the‑U.S.” Phenomenon
Household saving soared in the United States and other high-income economies during the pandemic, as consumers cut back on spending while government policies supported incomes. More recently, saving behavior has diverged, with the U.S. saving rate dropping below its pre-pandemic average while saving rates elsewhere have remained above their pre-pandemic averages. As a result, U.S. consumers have been spending down the “excess savings” built up during the pandemic while the excess savings abroad remain untapped. This divergent behavior helps explain why U.S. GDP has returned to its pre-pandemic trend path even as GDP levels in other high-income economies continue to run well below trend.
July 6, 2023
The EGIs: Analyzing the Economy Through an Equitable Growth Lens
Inflation remains elevated, labor markets are close to the strongest they have been, real consumption is up year-over year, but all of these observations are with respect to averages. Behind these macroeconomic trends can be widely varying experiences across different demographic and socioeconomic groups that make up our society. To provide researchers, practitioners, and the public with timely, regularly updated and comprehensive answers to these questions, we launched the Equitable Growth Indicators (EGIs)—a new tool to help foster the evolving discussion about economic inequality and equitable growth. To illustrate the utility of the EGIs, we provide examples of some striking differences in trends captured in the May release of the EGIs on inflation, real earnings, and real spending. More heterogeneity analysis and data are available at nyfed.org/egi.
October 22, 2021
How Much Have Consumers Spent on Imports during the Pandemic?
The return of U.S. real GDP to its pre-pandemic level in the second quarter of this year was driven by consumer spending on goods. Such spending was well above its pre-pandemic path, while spending on services was well below. Despite the surge in goods spending, domestic manufacturing has increased only modestly, leaving most of the increase in demand being filled by imports. While higher imports have been a drag on growth, the size of this drag has been moderated by the value created by the domestic transportation, wholesale, and retail sectors in selling these goods. Going forward, a rebalancing of consumer spending toward services could give a lift to growth, by shifting demand toward purchases with little import content.
May 27, 2021
Who Received PPP Loans by Fintech Lenders?
Small businesses not only account for 47 percent of U.S employment but also provide a pathway to success for minorities and women. During the coronavirus pandemic, these small businesses—especially those owned by minorities—were hard hit as consumers reduced spending disproportionately on services that require in-person physical interaction, such as hotels and restaurants. In response, the U.S. government launched the Paycheck Protection Program (PPP) to provide guaranteed and potentially forgivable small business loans. In this post, we examine financial technology (fintech) lenders participating in the PPP and find that, while disbursing only a small share of total loan amounts, they provide important support to minority business owners, who have in the past been underserved by the traditional banking industry.
May 13, 2021
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 sizeable as the pandemic struck but became considerably more muted after summer of 2020. The decline and the recovery until the end of summer were sharper for majority-minority (MM) than majority nonminority (MNM) counties, while both sets of counties showed similar growth in spending after that. The second post in this series highlights the goods and services that were most adversely affected (or “constrained”) by the pandemic. Then, differentiating households by income, that post explores which households were more exposed to these pandemic-constrained expenditure categories.
September 21, 2020
How Did State Reopenings Affect Small Businesses?
In our previous post, we looked at the effects that the reopening of state economies across the United States has had on consumer spending. We found a significant effect of reopening, especially regarding spending in restaurants and bars as well as in the healthcare sector. In this companion post, we focus specifically on small businesses, using two different sources of high-frequency data, and we employ a methodology similar to that of our previous post to study the effects of reopening on small business activity along various dimensions. Our results indicate that, much like for consumer spending, reopenings had positive and significant effects in the short term on small business revenues, the number of active merchants, and the number of employees working in small businesses. It is important to stress that we are not expressing any views in this post on the normative question of whether, when, or how states should loosen or tighten restrictions aimed at controlling the COVID-19 pandemic.
Posted at 7:00 am in Crisis, Employment, Household Finance, Labor Market, Macroeconomics, Pandemic, Unemployment | Permalink
September 18, 2020
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 over the last few weeks, 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 how closures and reopenings affect consumer spending. In this post, we investigate how much consumer spending increased after the reopenings. It is important to stress that we are not expressing any views on the normative question of whether, when, or how states should loosen or tighten restrictions aimed at controlling the COVID-19 pandemic.
February 19, 2019
Just Released: Introducing the SCE Household Spending Survey
Today we are releasing new data on individuals’ experiences and expectations regarding household spending. These data have been collected every four months since December 2014 as part of our Survey of Consumer Expectations (SCE). The goal of this blog post is to introduce the SCE Household Spending Survey and highlight some of its features.
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