Economic Heterogeneity Indicators (EHIs)

The EHIs are broad-based economic indicators that measure macroeconomic outcomes experienced by different demographic, economic, and geographic groups on both a regional and national level.

Decorative image: 12 tiled images of men and women in different occupations tinted yellow and green.

The EHIs aim to study macroeconomic trends and outcomes across the various groups of people, geographies, businesses, and economic conditions that exist in our economy and the implications for the economy.

  • The regional EHIs focus on economic heterogeneities in inflation, earnings (real and nominal), employment, consumer spending, and business size across the region.
  • The national EHIs present heterogeneities in inflation, earnings (real and nominal), employment, consumer spending, business size, and wealth for the U.S. as a whole.
The demographic and economic heterogeneities include differences by disability, veteran status, age, education, income, race/ethnicity, and business size. The geographic heterogeneities include differences by urban/rural status and by U.S. Census regions.

Frequently Asked Questions (FAQ)

Below are highlights from the various topic areas covered by the latest release.

MAY UPDATE (Data Through April 2026)
DOWNLOAD: FULL REGIONAL REPORT | DATA
DOWNLOAD: FULL NATIONAL REPORT | DATA

Jump to: 
INFLATION | EARNINGS | EMPLOYMENTCONSUMER SPENDING | WEALTH SMALL BUSINESS

Inflation
  • Inflation rates have diverged in the region following the March 2026 gasoline price shock, with Hispanic, Black, low-income and non-college households experiencing higher inflation than the regional average.
  • In a reversal at the national level, Hispanic, Black, low and middle-income, non-college, rural, Northeastern and Midwestern households saw higher inflation than the national average, in part from higher gasoline prices since March 2026. AAPI, high-income, college-educated, young and Southern households saw lower inflation than the average.

DOWNLOAD: REGIONAL INFLATION REPORT | NATIONAL INFLATION REPORT

Earnings
  • In the region, the ratio of the earnings of nongraduates to college graduates is lower in the region than in the nation but has been rising in the last six months.
  • At the national level, Black and Hispanic workers experienced a decrease in earnings ratio to white workers relative to December 2025.  

DOWNLOAD: REGIONAL EARNINGS REPORT |  NATIONAL EARNINGS REPORT

Employment
  • The gender labor force participation gap in the region has rebounded but remains on a gradual downward trend since the pre-pandemic periods.
  • At the national level, employment gaps between college graduates and nongraduates have declined to pre-pandemic levels.

  • DOWNLOAD: REGIONAL EMPLOYMENT REPORT |  NATIONAL EMPLOYMENT REPORT

Consumer Spending
  • Following the March 2026 gas price shock, low-income households in the region decreased real gasoline consumption by considerably more than those in the nation. High income households in both the region and the nation essentially held it unchanged.
  • At the national level, real gas spending and real retail ex auto spending have fallen for nearly all groups following the March 2026 gas price shocks. Lower-income groups generally reduced real gas consumption by more than higher-income groups, who in turn increased nominal gas spending by more than lower-income groups.

DOWNLOAD: REGIONAL CONSUMER SPENDING REPORT | NATIONAL CONSUMER SPENDING REPORT

Wealth (data through 2025:Q4)
  • At the national level, real liquid assets grew rapidly for most groups in 2025:Q4, including Hispanic, noncollege and Black households, but did not grow for households in the bottom income quintile.

DOWNLOAD: NATIONAL WEALTH REPORT

Small Business
  • In the region, firms of all sizes reported severe declines in revenues and employment growth in the 2025 survey and became more pessimistic about achieving growth in 2026.
  • At the national level, profitability increased in December 2024 as firms reported profits 13 percentage points more often than losses. However, this number remains far below the pre-pandemic differential of 46 percentage points in December 2019.

DOWNLOAD: REGIONAL SMALL BUSINESS REPORT |  NATIONAL SMALL BUSINESS REPORT

About the Data
The EHIs are calculated using the Consumer Expenditure Survey microdata from the Bureau of Labor Statistics (BLS); National and Regional Consumer Price Indexes from the BLS; Current Population Survey microdata from the BLS; Quarterly Workforce Indicators from the U.S. Census Bureau; consumer spending from Numerator; Distributional Financial Accounts from the Federal Reserve Board of Governors; and the Small Business Credit Survey from the Federal Reserve Bank of Cleveland.

DOWNLOAD: REGIONAL DATA | NATIONAL DATA


Release Schedule

Released at or shortly after 10 a.m.

2026
Feb 3 Regional Report | National Report 
May 28 Regional Report | National Report
July 23
Oct 22

Archive
2025
January 7 Regional Report | National Report 
April 8 Regional Report | National Report 
July 8 Regional Report | National Report 
October 7 Regional Report | National Report 
2024
April 9 National Report | Regional Report
July 9 National Report | Regional Report
October 8 National Report | Regional Report
2023
May 25
July 6
Aug 2
November 29 National Report | Regional Report



How to cite these reports:
Federal Reserve Bank of New York, Economic Heterogeneity Indicators, https:// www.newyorkfed.org/research/economic-heterogeneity-indicators.

Related reading:
The Regional Side of the Story: K-Shaped Pattern in Region, Wider Gap in Gas Spending (May 2026)
Food Insecurity and Consumer Pessimism (May 2026)
Same Shock, Different Roads: A K-Shaped Pattern at the Pump (May 2026)
Tracking the K-Shaped Economy: Who's Driving Spending? (May 2026)
Explaining the K-Shaped Economy: What’s Behind the Divide? (May 2026)

Disclaimer
The Economic Heterogeneity Indicators are not official estimates of the Federal Reserve Bank of New York, its President, the Federal Reserve System, or the Federal Open Market Committee.

About the EHIs
Economic analysis often focuses on understanding the average effects of a policy or program. However, it is vital to study how the economic trends and economic effects of policies vary across demographic, geographic and socioeconomic boundaries to understand their impacts on the macroeconomy. Analysis of the New York Fed EHIs helps bring a deeper understanding of economic growth considerations to policymaking, research, and practice. 

The EHIs are updated at or shortly after 10 a.m. on the dates posted toward the bottom of this page.

The EHIs are not official estimates of the Federal Reserve Bank of New York, its President, the Federal Reserve System, or the Federal Open Market Committee.

Contact Us
If you have questions about the Economic Heterogeneity Indicators, submit them to research.publications@ny.frb.org.
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