useful stats
Useful Stats: Business R&D continues to consolidate in top states
With federal R&D investments unlikely to keep pace with inflation or international competition based on the administration’s budget request, cuts to existing research grants, and Congress’s inability to pass a budget, business R&D investments become more critical for sustaining the competitiveness of regional innovation economies.
With federal R&D investments unlikely to keep pace with inflation or international competition based on the administration’s budget request, cuts to existing research grants, and Congress’s inability to pass a budget, business R&D investments become more critical for sustaining the competitiveness of regional innovation economies. Trends evident in new data released by the National Science Foundation point to areas of potential concern or need for state TBED policy attention and potential adjustment: business R&D is growing even more concentrated geographically, and for many areas of the country business investments likely are not growing at a sufficient pace to maintain the regions’ innovation capacity.
In 2023, just four states comprised 54% of the nation’s domestic business R&D expenditures, a sharp increase from being less than 45% in 2014, SSTI analysis of new Business Enterprise Research and Development (BERD) survey data reveals. The consolidation of BERD expenditures in the top states may lead one to think that less R&D is occurring outside of the largest states, but this is not the case; 24 jurisdictions doubled BERD expenditures in the past decade, with all but one state increasing total expenditures. Adjusted for inflation, however, reveals a more modest nine jurisdictions doubled their business R&D activities, while all but five increased. These trends and more are explored in this edition of Useful Stats.
Useful Stats: Growth in real business R&D expenditures comes to a halt in 2023
From 2022 to 2023, domestic R&D expenditures increased 4%, or $29 billion, but remained nearly unchanged when adjusted for inflation. This apparent slowdown follows a streak averaging nearly 12% ($59 billion) year-over-year growth from 2018 to 2022, and 8% over the past decade from 2014 to 2023. Adjusting for inflation paints a different picture of the growth trends, with a more modest annual average of 8% from 2018 to 2022 and 6% over the past decade.
Useful Stats: R&D's contributions to state economies
Like the broader metric of R&D intensity, the prominence of R&D value added in a state’s economic output has shifted within several states over the past decade. Does it matter? For sustaining a state’s innovation competitiveness, it may, and subsequently it is important to know for many state and regional TBED initiatives. Proximity to the conduct of R&D has been well documented in empirical research to support strong regional innovation economies.
Like the broader metric of R&D intensity, the prominence of R&D value added in a state’s economic output has shifted within several states over the past decade. Does it matter? For sustaining a state’s innovation competitiveness, it may, and subsequently it is important to know for many state and regional TBED initiatives. Proximity to the conduct of R&D has been well documented in empirical research to support strong regional innovation economies. Subsequently many TBED policies are designed to increase and maintain R&D activity within those boundaries as well as ensure the localized spillover effects are maximized. Determining where R&D activity is thriving and the size of its value added to the state’s GDP, particularly manufacturing-related R&D, may help inform those policy decisions. SSTI explores the latest data on state R&D value added in this Useful Stats article.
Useful Stats: Examining county-level employment and establishments by sector
Understanding the composition of local economies requires looking beyond broad statewide or national trends. County-level data reveals the unique mix, or lack thereof, of industries and businesses in each area. Policy makers, by identifying which sectors drive employment and business activity within a locality, can influence the impact and design of regional innovation strategies to reflect local realities and potential.
Understanding the composition of local economies requires looking beyond broad statewide or national trends. County-level data reveals the unique mix, or lack thereof, of industries and businesses in each area. Policy makers, by identifying which sectors drive employment and business activity within a locality, can influence the impact and design of regional innovation strategies to reflect local realities and potential.
The U.S. Bureau of Labor Statistics’ Quarterly Census of Employment and Wages (QCEW) allows examination of county-level employment and establishment counts across all private sectors at the 2-digit NAICS level. In this article, SSTI uses annualized private sector data for all provided 2-digit NAICS sectors at the county level for 2015 and 2024.
Useful Stats: Where is US manufacturing? A county-level look at subsector-specific data
Federal obligations for higher-ed S&E near an inflation-adjusted all-time high in 2023
In fiscal year (FY) 2023, federal obligations for science and engineering (S&E) to universities and colleges totaled $49 billion—$29 billion more than FY 2000, and a 10% increase from the prior year. The growth is less rapid when adjusted for inflation (2017 USD), with just over $40 billion in real obligations in FY 2023, a 5% increase over the year prior and $12.6 billion (or 46%) increase over the FY 2000 value.
Useful Stats: An international comparison of R&D expenditures
Most countries have dramatically increased their investments in R&D over the past two decades, with OECD nation spending reaching a record high nearly $1,600 of gross domestic expenditure on R&D (GERD) per person in 2023 (PPP[1] converted), approximately triple the value recorded in 2000. Although the U.S.
New SSBCI report reveals jurisdiction fund deployments
The U.S. Department of the Treasury (Treasury) recently released a report on the State Small Business Credit Initiative (SSBCI) program with data through December 31, 2024. As of the end of 2024, Treasury has disbursed nearly $4 billion of the $10 billion set aside for the program in the 2021 American Rescue Plan of Act.
Useful Stats: Industry contributions to county-level GDP
Exploring gross domestic product (GDP) at the county level offers a more detailed look at where industries are located and how they shape local economies, especially in smaller or more rural counties often overlooked at higher geographic levels.
Useful Stats: Industry breakdown of metropolitan and micropolitan area GDPs
In a country marked by regional diversity, gaining insights into economic performance often means looking beyond conventional state and county boundaries to economic hubs. This edition of Useful Stats uses Bureau of Economic Analysis (BEA) data to first compare U.S. metropolitan and micropolitan GDPs broken down by industry for the last 20+ years, then consider each Metropolitan Statistical Area’s GDP by private industry, highlighting patterns and changes over the past decades.

