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Useful Stats: How do the largest higher education institutions fund their R&D expenditures?

Wednesday, February 11, 2026
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Which states stand to benefit the most from the new Opportunity Zone criteria?

Thursday, November 6, 2025

Just 19% of the approximately 25,000 census tracts potentially eligible for Opportunity Zone (OZ) designation are “More likely to attract OZ investment, with larger impact,” per the Urban Institute’s new OZ Designation Tool.1 The majority (68%) of potentially eligible tracts were found to be “Less likely to attract OZ investment,” while the remaining 13% were determined likely to attract capital regardless of OZ designation.

Just 19% of the approximately 25,000 census tracts potentially eligible for Opportunity Zone (OZ) designation are “More likely to attract OZ investment, with larger impact,” per the Urban Institute’s new OZ Designation Tool. The majority (68%) of potentially eligible tracts were found to be “Less likely to attract OZ investment,” while the remaining 13% were determined likely to attract capital regardless of OZ designation. Breaking the data down further, this article showcases state-level aggregations of the percentage of potentially eligible tracts across each categorization to paint a picture of which states stand to benefit the most from the OZ program based on the count of tracts likely to receive investments.
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Treasury updates to SSBCI FAQs and a look at state fund deployments

Thursday, November 6, 2025

The U.S. Department of the Treasury (Treasury) recently issued three new FAQs for the State Small Business Credit Initiative 2.0 (SSBCI) program. These FAQs clarify and reiterate the timeline for the end of the Capital Program, and the deadlines by which participating jurisdictions must request disbursement of any remaining allocated Capital Program funds.

In summary:

The U.S. Department of the Treasury (Treasury) recently issued three new FAQs for the State Small Business Credit Initiative 2.0 (SSBCI) program. These FAQs clarify and reiterate the timeline for the end of the Capital Program, and the deadlines by which participating jurisdictions must request disbursement of any remaining allocated Capital Program funds.
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Useful Stats: Business R&D continues to consolidate in top states

Thursday, October 23, 2025

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.

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Useful Stats: Growth in real business R&D expenditures comes to a halt in 2023

Thursday, October 9, 2025

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.

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. In this edition of Useful Stats, SSTI uses new Business Enterprise R&D (BERD) survey data to explore business R&D expenditures since 2009. Then, we present the data by sector and industry, allowing for closer analysis of which business R&D see the most investment in the U.S.
  • Read more about Useful Stats: Growth in real business R&D expenditures comes to a halt in 2023

New SSBCI report reveals jurisdiction fund deployments

Thursday, April 24, 2025

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. 

  • Read more about New SSBCI report reveals jurisdiction fund deployments

Useful Stats: Industry contributions to county-level GDP

Thursday, April 10, 2025

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.

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Useful Stats: Industry breakdown of metropolitan and micropolitan area GDPs

Thursday, March 27, 2025

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.  

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Characterizing state economies: sectoral shares of GDP

Thursday, March 13, 2025

Overall U.S. gross domestic product (GDP) has steadily increased over the past decade. However, the growth in the sectors which drive it has been uneven. Data from 2014 through 2023 reveals that sectoral contributions to private industry GDP have shifted from manufacturing (down 1.57 percentage points since 2014) and mining, quarrying, and oil and gas extraction (down 1.05), to professional and business services (up 0.85) and construction (up 0.72).

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Useful Stats: Higher education R&D steadily increased in the last decade, but not all fields shared the wealth

Thursday, February 27, 2025

Higher education R&D (HERD) expenditures have steadily increased over time. They’ve soared past $100 billion in the most recent data year, fiscal year (FY) 2023, growing in every state. However, the gains are not shared equally in all fields of research.

Higher education R&D (HERD) expenditures have steadily increased over time. They’ve soared past $100 billion in the most recent data year, fiscal year (FY) 2023, growing in every state. However, the gains are not shared equally in all fields of research.

SSTI analyzed HERD Survey data, finding that in the 10 FYs since 2013, science R&D fields, led by the life sciences, were responsible for the largest dollar growths. In contrast, non-S&E fields, led by education, experienced the largest relative growth. SSTI has examined these shifts over the past decade at the national level and broken down expenditures by R&D field at the state and institutional level for FY 2023. This edition of Useful Stats provides the resulting comprehensive picture of HERD expenditures by R&D field.

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Useful Stats: Which businesses are potentially impacted by the NIH F&A rate change?

Thursday, February 13, 2025

The Feb.

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Useful Stats: Two looks at state-level higher-ed R&D intensity

Thursday, February 6, 2025

Readers may have noticed the most populous states end up topping many of the statistical tables related to economic development. Normalizing the data by some relevant, related measure can provide a higher quality look that is a little closer to the “apples to apples” appeal that might help influence some policy issues. For this week’s edition of Useful Stats, SSTI is exploring research intensity as a component of state gross domestic product (GDP) and the research load “carried” by each member of the R&D personnel within the state’s higher education community.

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Useful Stats: A quarter-century look reveals relatively flat NIH R&D awards

Thursday, January 30, 2025

SSTI’s new analysis of NIH data reveals the agency’s external R&D spending per award has been essentially treading water for the past 25 years in terms of real dollars—rising just 4% since FY 2000 when adjusted for inflation. This slow growth comes despite the crucial role NIH funding plays in technology-based economic development (TBED) policies across many states, particularly in the biomedical and life sciences.

  • Read more about Useful Stats: A quarter-century look reveals relatively flat NIH R&D awards

Useful Stats: The state of US venture capital in 2024

Thursday, January 23, 2025

Fewer of the youngest and later stage innovation-driven companies are receiving private venture capital at a time when the country needs more of both to retain our global economic leadership, according to data released in the latest report from PitchBook and NVCA. Across 2024, United States VC has seen an increase in overall deal value (+$47 billion) despite a decrease in deal count (-936) since the prior year, reveals the Q4 2024 Venture Monitor report.

  • Read more about Useful Stats: The state of US venture capital in 2024

Useful Stats: State trends in higher education R&D expenditures

Thursday, January 16, 2025

Higher education R&D expenditures, while continuing to steadily increase, have not grown evenly across state lines. This matters to successful TBED policymakers because a strong R&D enterprise within a state’s public and private institutions of higher education can and should provide a consistent source of skilled workers, new technology, and sources for innovation-driven business growth. So where is R&D growing?

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Useful Stats: Higher education R&D expenditures soar past $100B in 2023

Thursday, January 9, 2025

The most recent  Higher Education R&D (HERD) survey revealed the largest year-over-year percentage increase in higher education R&D since 2002 to 2003 and dollar increase across all fiscal years (FYs) captured by the survey. HERD expenditures breached the $100 billion mark in 2023, having grown 11% from $97.8 billion in 2022 to $108.8 billion in 2023 (7% in constant 2017 dollars, from $82.9 to $89 billion).

  • Read more about Useful Stats: Higher education R&D expenditures soar past $100B in 2023

Useful Stats: Reviewing 50 years of personal income by county

Thursday, December 19, 2024

Personal income[1] has increased from $1.25 trillion in 1974 to $23.38 trillion in 2023 nationwide, a nearly nineteen-fold increase over the past 50 years. Meanwhile, per capita personal income (PCPI), a metric of personal income standardized by population, has only seen a twelvefold increase from $5,836 to $69,810 over the same period. SSTI reveals these numbers from its analysis of new U.S.

  • Read more about Useful Stats: Reviewing 50 years of personal income by county

Treasury releases 2022-23 SSBCI Annual Report

Thursday, November 21, 2024

The United States Department of the Treasury’s (Treasury) new 2022-2023 State Small Business Credit Initiative (SSBCI) 2.0 Annual Report highlights the nearly $10 billion program to enhance access to capital for small businesses, particularly those in underserved communities.

  • Read more about Treasury releases 2022-23 SSBCI Annual Report

Useful Stats: Business R&D by industry, 2018 and 2022

Thursday, October 31, 2024

Manufacturing industries accounted for approximately $372 billion, or 54%, of all domestic business enterprise R&D (BERD) expenditures in 2022, up 36% from $274 billion in 2018. Despite this increase of nearly $100 billion over the past five years, the share of BERD expenditures in manufacturing industries has decreased eight percentage points from its 2018 value of 62%.

  • Read more about Useful Stats: Business R&D by industry, 2018 and 2022

Treasury approves an additional $106M in SSBCI 2.0 dollars for tribal governments

Thursday, October 24, 2024

The Treasury Department has recently approved an additional $106 million in SSBCI dollars for tribal governments: $102 million as part of the Capital Program and $4 million as part of the Technical Assistance (TA) Grant Program.

  • Read more about Treasury approves an additional $106M in SSBCI 2.0 dollars for tribal governments

Useful Stats: BERD intensity on the rise, a decade-long look at the nation and states, 2013-2022

Thursday, October 24, 2024

While both gross domestic product (GDP) and population have steadily increased across the United States over the last decade, the growth of business enterprise R&D (BERD) expenditures has surged ahead at an even faster pace.

  • Read more about Useful Stats: BERD intensity on the rise, a decade-long look at the nation and states, 2013-2022

Useful Stats: Business R&D consolidates further within top states, 2013-2022

Thursday, October 17, 2024

As business R&D expenditures continue to increase nationwide, disparities between states deepen, an SSTI analysis of new Business Enterprise Research and Development (BERD) survey data reveals.

  • Read more about Useful Stats: Business R&D consolidates further within top states, 2013-2022

Useful Stats: Business R&D continues to rise despite inflationary concerns; federal share wanes

Thursday, October 10, 2024

Domestic business R&D expenditures have jumped 15% ($89 billion) from 2021 to 2022. This jump continues a decade-long trend of year-over-year increases, as a new 2022 Business Enterprise R&D (BERD) survey shows.

  • Read more about Useful Stats: Business R&D continues to rise despite inflationary concerns; federal share wanes

Useful Stats: Roller coaster ride of state support for higher education from FY 1980-2024 continues

Wednesday, September 25, 2024

State support for higher education in the United States over the last four decades can best be characterized as having fluctuations and shifts in priorities. Using fiscal year (FY) 1980 as a starting point, while overall state support for higher education has grown, it has done so with volatility driven in part by decreased revenue as a result of recessions, and it has frequently taken years for state support to recover to pre-recession levels. In four states, state support on a constant 1983-dollar basis is still less than was spent in 1980.

  • Read more about Useful Stats: Roller coaster ride of state support for higher education from FY 1980-2024 continues

Why is the cost of college rising so fast?

Thursday, September 19, 2024

In the last 20 years, college tuition has doubled, making tuition and required fees the major component of the rising costs of attending college. Figure 1 shows that the average tuition and fees at public four-year schools increased by 84% between the 1999-2000 and 2019-2020 academic years, far faster than the 15.7% increase in median household income during that period (note this period was chosen to avoid pandemic era swings in data).

  • Read more about Why is the cost of college rising so fast?

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