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Displaying 1 - 25 of 236
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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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Useful Stats: Higher education R&D expenditures and intensity by state

Thursday, January 15, 2026

Higher Education Research and Development (HERD) expenditures grew in every state between Fiscal years (FYs) 2010 and 2024, rising 92% nationally over the 15-year period. However, when you adjust for inflation, five states and Puerto Rico instead experienced a real decline in HERD expenditures. Despite this broad growth, HERD expenditures remain highly concentrated, with five states having accounted for nearly 40% of all higher education R&D expenditures nationwide in FY 2024.

Higher Education Research and Development (HERD) expenditures grew in every state between Fiscal years (FYs) 2010 and 2024, rising 92% nationally over the 15-year period. Adjusted for inflation, five states and Puerto Rico instead experienced a real decline in HERD expenditures. Despite this broad growth, HERD expenditures remain highly concentrated, with five states having accounted for nearly 40% of all higher education R&D expenditures nationwide in FY 2024.
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Useful Stats: Higher education R&D expenditures reach $117 billion in FY 2024

Thursday, January 8, 2026

Higher Education R&D expenditures jumped 8%, or nearly $9 billion, from fiscal year (FY) 2023 to 2024, reaching an all-time high of over $117 billion, reveals new Higher Education R&D (HERD) survey data. The funding sources of HERD expenditures remain proportionally unchanged from the prior year, with all sources increasing, and the federal government ($5 billion) and institution funds ($2.5 billion) accounting for the largest dollar increases.

Higher Education R&D expenditures jumped 8%, or nearly $9 billion, from fiscal year (FY) 2023 to 2024, reaching an all-time high of over $117 billion, reveals new Higher Education R&D (HERD) survey data. The funding sources of HERD expenditures remain proportionally unchanged from the prior year, with all sources increasing, and the federal government ($5 billion) and institution funds ($2.5 billion) accounting for the largest dollar increases.

Adjusted for inflation, overall HERD expenditures increased by 5%—the second largest year-over-year increase in the past decade—while all sources of funds except business increased.

  • Read more about Useful Stats: Higher education R&D expenditures reach $117 billion in FY 2024

Useful Stats: A standardized look at state-level academic S&E article output

Wednesday, December 10, 2025

States invest heavily in academic research with the expectation that these efforts will advance scientific knowledge, support innovative industries, and strengthen local talent pipelines. Comparing research performance across state lines is difficult due to differences in academic landscapes: some may have large medical schools with high-cost labs, while others have research-active public universities in lower-cost fields or are more pedagogically focused. 

States invest heavily in academic research with the expectation that these efforts will advance scientific knowledge, support innovative industries, and strengthen local talent pipelines. Comparing research performance across state lines is difficult due to differences in academic landscapes: some may have large medical schools with high-cost labs, while others have research-active public universities in lower-cost fields or are more pedagogically focused. Article output is one way of measuring academic research. This edition of Useful Stats standardizes science and engineering (S&E) article output for peer-reviewed documents (e.g., articles, reviews, and conference proceedings) published in refereed scientific journals at the state level by two complementary numerators. These numerators showcase different facets of academic research productivity: output per million dollars of academic S&E R&D spending, and per 1,000 science, engineering, and health (SEH) doctorate holders employed in academia. Although similar, each highlights a distinct part of the research ecosystem, with one reflecting the intensity of research spending and the other the publishing activity of academic researchers themselves.
  • Read more about Useful Stats: A standardized look at state-level academic S&E article output

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.
  • Read more about Treasury updates to SSBCI FAQs and a look at state fund deployments

Useful Stats: Where is US manufacturing? A county-level look at subsector-specific data

Thursday, August 14, 2025
Despite a decades-long decline in its share of American jobs, manufacturing remains a foundational part of the U.S. economy as the third largest contributor to its gross domestic product (GDP). Despite the sector’s share of overall U.S. employment declining over time, manufacturing continues to anchor many local economies. In this edition of Useful Stats, SSTI unveils trends shaping the manufacturing landscape, from areas of sustained growth to places undergoing structural change, by examining employment and establishment data from the U.S. Bureau of Labor Statistics’ (BLS) Quarterly Census of Employment and Wages (QCEW) at the county level.
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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

Useful Stats: R&D's contributions to state economies

Wednesday, September 24, 2025

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.

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Useful Stats: Examining county-level employment and establishments by sector

Wednesday, September 10, 2025

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.

  • Read more about Useful Stats: Examining county-level employment and establishments by sector

Federal obligations for higher-ed S&E near an inflation-adjusted all-time high in 2023

Thursday, June 12, 2025

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.

  • Read more about Federal obligations for higher-ed S&E near an inflation-adjusted all-time high in 2023

Useful Stats: An international comparison of R&D expenditures

Thursday, May 1, 2025

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.

  • Read more about Useful Stats: An international comparison of R&D expenditures

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.

  • Read more about Useful Stats: Industry contributions to county-level GDP

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).

  • Read more about Characterizing state economies: sectoral shares of GDP

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?

  • Read more about Useful Stats: State trends in higher education R&D expenditures

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

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