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SSTI Members

To sustain  our work to support state and regional innovation initiatives across the country, SSTI relies on the generosity of those members of the community who share our vision of serving as a center for advancing best practices across the field. We greatly appreciate their support. We also invite others equally committed to using smart programs to combine the four pillars of science, technology, innovation, and entrepreneurship to advance their own regional economies to join the list of leading organizations below.  

  • Read more about SSTI Members

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.
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China's next goal: Global leadership in innovation

Wednesday, December 10, 2025
Long-time readers may recall the SSTI Weekly Digest article included in its May 30, 2005, edition, two decades ago, titled "China's Goal: Quadruple 2000 GDP by 2020." China made it by the way, growing 428 percent from 2000 to 2020, measured with purchasing power parity (PPP) in constant 2021 international dollars. The United States, for comparison, grew only 44 percent in the same period and has trailed China in GDP PPP on the international scale ever since sometime in 2021. As the chart using Word Bank data shows below, China has never looked back.
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Recent federal plans are gearing up for bigger innovation role for AI-based research

Wednesday, December 10, 2025

A recent executive order from the White House establishes a “Genesis Mission” that aims to “mobilize the Department of Energy’s 17 National Laboratories, industry, and academia to build an integrated discovery platform,” according to a press release from the U.S. Department of Energy. The announcement builds on President Trump’s executive order, Removing Barriers to American Leadership In Artificial Intelligence, and his America’s AI Action Plan, released earlier this year. 

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Canada’s new budget prioritizes researcher recruitment and innovation amid geopolitical uncertainty

Wednesday, December 10, 2025

Canada's Prime Minister Mark Carney released his first federal budget on Nov. 4. The budget signaled the nation's commitment to research and innovation, while also revealing its readiness to meet the challenges of U.S. trade policies to Canada’s potential benefit. Research and innovation play key roles in its plans. 

Canada's Prime Minister Mark Carney released his first federal budget on Nov. 4. The budget signaled the nation's commitment to research and innovation, while also revealing its readiness to meet the challenges of U.S. trade policies to Canada’s potential benefit. Research and innovation play key roles in its plans.
  • Read more about Canada’s new budget prioritizes researcher recruitment and innovation amid geopolitical uncertainty

TBED Works: With significant early support from MassVentures, Cyvl applies technology innovation to public works

Wednesday, December 10, 2025

When Daniel Pelaez took a job with the Town of Southbury, Connecticut Public Works Department after his first year at Worcester Polytechnic Institute, he learned lessons that, a few years later, would become the basis for his startup, Cyvl. Daniel spent a season on the public works road crew fixing issues flagged by residents or found by the road foreman.

When Daniel Pelaez took a job with the Town of Southbury, Connecticut Public Works Department after his first year at Worcester Polytechnic Institute, he learned lessons that, a few years later, would become the basis for his startup, Cyvl. Daniel spent a season on the public works road crew fixing issues flagged by residents or found by the road foreman. He asked the public works director how they kept track of road conditions, and the director explained that they conventionally paid civil engineering consultants to capture the data by hand by walking and driving the streets with clipboards.
  • Read more about TBED Works: With significant early support from MassVentures, Cyvl applies technology innovation to public works

State News for December 11, 2025

Wednesday, December 10, 2025
Michigan lawmakers have recently introduced a package of economic development measures (House Bills [HB] 5243 and 5244, Senate Bill [SB] 631) that would disband the state’s economic development agency, the Michigan Economic Development Corporation (MEDC)—a quasi-state agency, as well as eliminate other economic development and business incentives, such as the Michigan Strategic Fund, the Strategic Outreach and Attraction Reserve (SOAR) Fund, Strategic Site Readiness Program and the Michigan Film and Digital Media Office.
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Legislative & Federal News for December 11, 2025

Wednesday, December 10, 2025

Trump Administration seeks public input for advancing R&D, manufacturing
 

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A Framework for Modern Technology-Based Economic Development

Why TBED matters now

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VC data highlights what types of deals are slowing early-stage investment activity

Thursday, October 9, 2025

Long concentrated geographically, venture capital also is growing more concentrated in a small number of larger deals, as SSTI has reported in recent Digest issues. In fact, deals under $100 million—not a small figure in itself—have fallen by 71% according to SSTI’s analysis of PitchBook data. Even more troubling is evidence showing deals under $100 million are moving to later-stage investment and away from early-stage companies.

Long concentrated geographically, venture capital also is growing more concentrated in a small number of larger deals, as SSTI has reported in recent Digest issues. In fact, deals under $100 million—not a small figure in itself—have fallen by 71% according to SSTI’s analysis of PitchBook data. Even more troubling is evidence showing deals under $100 million are moving to later-stage investment and away from early-stage companies. The trend, SSTI believes, should be of concern for nonprofit venture development organizations as well as TBED policy makers and regional stakeholders working to keep their local economies competitive through innovation-driven entrepreneurship. This shift in private capital market behavior may have negative impacts on company survival rates, downstream economic growth opportunities, and the long-term competitiveness of U.S. industry.
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Innovation Finance 101

Technology and growth-oriented startups are the primary sources of job and economic growth. Startup companies, by their nature as new and small companies, must grow to survive. To grow, these companies must find ways to compete in a dynamic and challenging environment. Successful competition often requires external financial resources to fuel the innovation and growth needed to reach financial and operational maturity.   

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TBED Works: TBED organization supports the creation of entrepreneurship ecosystems throughout Indiana

Monday, November 24, 2025

Technology-based economic development organizations work with economic development professionals throughout the U.S. to help build their local innovation and entrepreneurship ecosystems. Sometimes, bringing in outside expertise with established networks to R&D and finance can accelerate the local capacity to support innovation-driven startups. gener8tor, a venture capital and startup accelerator founded in Wisconsin, is one such example of external partners supporting TBED capacity building anywhere.

Technology-based economic development organizations work with economic development professionals throughout the U.S. to help build their local innovation and entrepreneurship ecosystems. Sometimes, bringing in outside expertise with established networks to R&D and finance can accelerate the local capacity to support innovation-driven startups. gener8tor, a venture capital and startup accelerator founded in Wisconsin, is one such example of external partners supporting TBED capacity building anywhere.
  • Read more about TBED Works: TBED organization supports the creation of entrepreneurship ecosystems throughout Indiana

What the proposed redefinition of “professional degrees” might mean for institutions, sectors, and workforce pipelines

Monday, November 24, 2025

The federal student loan landscape is undergoing its most sweeping restructuring in decades. Under the One Big Beautiful Bill Act (OBBBA) of 2025 and the U.S. Department of Education’s (ED's) proposed regulations, the definition of “professional degree” is being reinterpreted, sharply reducing the number of students eligible for the higher federal loan caps reserved for professional training.

The federal student loan landscape is undergoing its most sweeping restructuring in decades. Under the One Big Beautiful Bill Act (OBBBA) of 2025 and the U.S. Department of Education’s (ED's) proposed regulations, the definition of “professional degree” is being reinterpreted, sharply reducing the number of students eligible for the higher federal loan caps reserved for professional training. The resulting changes are likely to force institutions to rethink how they plan for tuition and aid, alter enrollment patterns, and influence the flow of workers into occupations that, in many places of the country, are already often going unfilled.
  • Read more about What the proposed redefinition of “professional degrees” might mean for institutions, sectors, and workforce pipelines

Recent Research: Do mergers and acquisitions spur more or less innovation?

Monday, November 24, 2025

With fewer than 1,000 Initial Public Offerings in any year, the most common exit strategy for investors in early-stage innovation firms is to find an acquisition opportunity. For the broader economic goal of encouraging innovation because it drives growth and societal progress, when large firms acquire smaller, innovative companies, does it promote innovation, or does it primarily help dominant players thwart possible competition and consolidate market power?

With fewer than 1,000 Initial Public Offerings in any year, the most common exit strategy for investors in early-stage innovation firms is to find an acquisition opportunity. For the broader economic goal of encouraging innovation because it drives growth and societal progress, when large firms acquire smaller, innovative companies, does it promote innovation, or does it primarily help dominant players thwart possible competition and consolidate market power? This is the central question of a recent research paper.
  • Read more about Recent Research: Do mergers and acquisitions spur more or less innovation?

Military’s critical technologies reduced to six priority areas

Monday, November 24, 2025

On Nov. 17, Under Secretary of War for Research and Engineering Emil Michael  announced a trimmed-down list of six Critical Technology Areas (CTAs) as priorities for R&D and demonstration. Eight areas were dropped or incorporated within the new list.  

On Nov. 17, Under Secretary of War for Research and Engineering Emil Michael announced a trimmed-down list of six Critical Technology Areas (CTAs) as priorities for R&D and demonstration. Eight areas were dropped or incorporated within the new list. In a published statement, the six CTAs—Applied Artificial Intelligence (AAI), Biomanufacturing (BIO), Contested Logistics Technologies (LOG), Quantum and Battlefield Information Dominance (Q-BID), Scaled Directed Energy (SCADE), and Scaled Hypersonics (SHY)—are designed to address the most pressing challenges facing the modern battlefield. “These six Critical Technology Areas are not just priorities; they are imperatives,” Michael said.
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State SBIR/STTR Resource Guide

Introduction 

The Small Business Innovation Research (SBIR) program is one of the federal government's most substantial investments in translating technology from the lab to the market, providing billions of dollars in contracts and grants to companies each year and ensuring small business involvement in federal research and development. https://www.sbir.gov/

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Innovation Advocacy Council

To better communicate with and educate Congress on innovation issues, SSTI launched the Innovation Advocacy Council (IAC). Through the IAC, SSTI and its member organizations have:

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OH awards $97M to three innovation hubs

Thursday, September 12, 2024

Ohio recently awarded more than $97 million for the Northwest Ohio Glass Innovation Hub in Toledo, the onMain Innovation Hub in Dayton, and the Greater Akron Polymer Innovation Hub in Akron. These hubs are part of the recently created a $125 million Ohio Innovation Hubs Program.

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States are building a foundation to reap benefits as quantum tech advances

Thursday, September 12, 2024

Quantum technologies are revolutionizing sensors, computation, and communication, according to an article from the World Economic Forum.

Quantum technologies are revolutionizing sensors, computation, and communication, according to an article from the World Economic Forum.

This reality is inspiring many states to build foundations for reaping the economic benefits of these technologies. This year, several states, including Colorado, Illinois, New Mexico, South Carolina and South Dakota have passed legislation, provided new funding or have launched new quantum initiatives.

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Policy Statements

Policy Platform

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Poll: ND Voters want to tap Legacy Fund, with limits

"Most North Dakotans support using the state’s Legacy Fund to reduce property taxes even further and to pay for school lunches at public schools, but draw the line at using the sovereign wealth fund to cover private school vouchers, North Dakota Poll data shows. 

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Developing a Strategy

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When disaster strikes, TBED initiatives are focusing on economic and social impacts 

Thursday, November 6, 2025

Disaster relief is not directly within the purview of technology-based economic development organizations. Nonetheless, disasters frequently impact the partners and constituents of TBED organizations and exacerbate the social determinants of economic growth. Therefore, teams of people from TBED organizations frequently choose to step up and step out of their economic development sphere and engage in societal recovery from disasters.

                                     

Disaster relief is not directly within the purview of technology-based economic development organizations. Nonetheless, disasters frequently impact the partners and constituents of TBED organizations and exacerbate the social determinants of economic growth. Therefore, teams of people from TBED organizations frequently choose to step up and step out of their economic development sphere and engage in societal recovery from disasters.
  • Read more about When disaster strikes, TBED initiatives are focusing on economic and social impacts 

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.
  • Read more about Which states stand to benefit the most from the new Opportunity Zone criteria?

Statewide strategies are preparing for the new federal policy and funding landscape

Thursday, October 23, 2025
As states strive to strengthen their science, technology, innovation, and entrepreneurship programs during an uncertain federal funding period, many are developing strategic plans that provide a roadmap for doing so. SSTI has recently seen examples of plans from West Virginia, Arizona, and California.
  • Read more about Statewide strategies are preparing for the new federal policy and funding landscape

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Recent news from the SSTI Digest

Universities as architects of regional innovation ecosystems

Wednesday, July 8, 2026
Ask most university leaders how their institution contributes to the regional economy and the answer is likely to include research expenditures, patents, startups, and jobs. Those measures remain important, but they overlook one of the university's most valuable contributions. In today’s economy, where innovation, talent, and technology shape how regions grow, universities are helping communities adapt, connect, and compete.
regionalism
innovation

TBED programs succeed by engaging with local communities

Wednesday, July 8, 2026
When a new TBED project comes to town, the TBED practitioners inside know the long-term benefits of technology-based economic development: they can see and understand their progress in building a strong economic foundation for their host region. But for community-based and workforce development organizations and K-12 education systems in the surrounding area, the TBED project might appear to be an opaque operation that operates independently of its neighbors.
tbed

What to expect when you’re expecting (investment returns)

Wednesday, July 8, 2026
Following SSTI’s recent look at the timing and type of exits, we continue our look at investment activity to characterize returns on investments so that TBED investors can more accurately project and adjust program parameters to support long-term sustainability. Accurate data on venture capital investment returns and fund performance on private investment vehicles is not readily or consistently available. Anecdotal stories  and the occasional press release on a major transaction exist, but VC exits are often done quietly. As such, parties interested in understanding performance outcomes must rely on focused reports and other aggregate data. 
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