Skip to main content
Skip to main content
State Science & Technology Institute (SSTI) logo

Secondary Menu

  • Events
    • Educational Opportunities
    • Annual Conference
    • Webinars
    • Past Events
  • Advocacy
    • Innovation Advocacy Council
    • Policy Statements
  • Job Corner
  • Sign In
  • Search

Main menu

  • About SSTI
    • Mission
    • Board
    • Team
    • Contact Us
    • TBED Community of Practice
  • Membership
    • Why Join
    • Join/Renew
    • Member List
  • Resources
    • Digest Articles
    • Useful Stats
    • Recent Research
    • Webinar Library
  • Funding
    • Funding Supplement
    • Federal Funding Video library
  • Join SSTI
  • Sign up for SSTI Digest

Search

Displaying 151 - 175 of 228
Authored on

Useful Stats: Higher Education R&D expenditures distributed unevenly across metro areas

Thursday, January 11, 2018

The growth and intensity of higher education R&D (HERD) expenditures varies considerably across metropolitan areas, a recent SSTI analysis of National Science Foundation data finds. New York ($4.3 billion), Boston ($3.2 billion), and Baltimore ($2.9 billion) had the highest overall levels of HERD expenditures in 2016. In that same year, Ithaca, New York (19.1 percent), State College, Pennsylvania (9.5 percent), and College Station, Texas (9.4 percent) had the highest levels of HERD intensity – measured as the share of HERD expenditures to gross metropolitan product.

The growth and intensity of higher education R&D (HERD) expenditures varies considerably across metropolitan areas, a recent SSTI analysis of National Science Foundation data finds. New York ($4.3 billion), Boston ($3.2 billion), and Baltimore ($2.9 billion) had the highest overall levels of HERD expenditures in 2016. In that same year, Ithaca, New York (19.1 percent), State College, Pennsylvania (9.5 percent), and College Station, Texas (9.4 percent) had the highest levels of HERD intensity – measured as the share of HERD expenditures to gross metropolitan product. While overall HERD expenditures increased by nearly $7.5 billion nationwide from 2011 to 2016, more than half of this total (50.6 percent) went to the 10 metro areas with the most HERD expenditures in 2016. 

  • Read more about Useful Stats: Higher Education R&D expenditures distributed unevenly across metro areas

Useful Stats: State government investments in R&D, 2012-2017

Thursday, January 10, 2019

Every state government invested at least $1.0 million in research and development in FY 2017, according to recent data from the National Science Foundation’s National Center for Science and Education Statistics. During the three-year period from FY 2015 to FY 2017, California ($551.8 million per year), New York ($403.2 million per year), and Texas ($244.9 million per year) state governments averaged the most R&D expenditures. In FY 2017, these three states accounted for 49.8 percent of the national total, up from 45.6 percent of the total invested by state governments in 2012.

  • Read more about Useful Stats: State government investments in R&D, 2012-2017

Useful Stats: NIH SBIR/STTR Success Rates by State (2008-2017)

Thursday, January 3, 2019

One of the best ways to measure the effectiveness of state programs intended to encourage the success of SBIR applications is the approval-rate of their submissions. Although this data has been historically unavailable across every federal agency, it is now accessible for the National Institutes of Health (NIH), the second largest provider of SBIR/STTR awards, according to a 2018 Digest report. The NIH distributed $446.2 million in SBIR/STTR awards in 2017, with every state except North and South Dakota receiving an award. Although California and Massachusetts had the most successful SBIR/STTR applications in 2017, accounting for roughly one-third of the total when combined, neither state ranked among the top 10 in success rate. NIH SBIR/STTR applications in Oregon (29 percent success rate), Vermont (25 percent success rate), and Wisconsin (23 percent success rate) were the most likely to be approved over the ten-year period from 2008 to 2017. Each of these states, as well as many others with high success rates, offer assistance with proposals such as technical support programs and Phase 0 grants.

  • Read more about Useful Stats: NIH SBIR/STTR Success Rates by State (2008-2017)

Useful Stats: GDP per capita by county, 2012-2015

Thursday, December 13, 2018

For the first time, the U.S. Bureau of Economic Analysis has released prototype gross domestic product (GDP) data at the county level. This preliminary data, which includes the years 2012 to 2015, provides a granular look at county-level productivity. Furthermore, standardizing this data by population – GDP per capita – makes it a useful metric for comparing counties over time and across the country.  From 2012 to 2015, per capita GDP grew in 82 percent of counties.

For the first time, the U.S. Bureau of Economic Analysis has released prototype gross domestic product (GDP) data at the county level. This preliminary data, which includes the years 2012 to 2015, provides a granular look at county-level productivity. Furthermore, standardizing this data by population – GDP per capita – makes it a useful metric for comparing counties over time and across the country.  From 2012 to 2015, per capita GDP grew in 82 percent of counties. Of the 138 counties with a population of more than 500,000 (large counties), GDP per capita increased in all but five from 2012 to 2015, led by Palm Beach County, Florida (32.2 percent increase), Santa Clara County, California (28.6 percent) and Denton County, Texas (27.6 percent). Using data from the BEA and the U.S. Census, SSTI has prepared a spreadsheet showing GDP per capita at the county level from 2012 to 2015, as well as an interactive map highlighting this data.

  • Read more about Useful Stats: GDP per capita by county, 2012-2015

Useful Stats: Higher Ed R&D by state, 2008-2017

Thursday, November 29, 2018

Higher education R&D expenditures (HERD) grew by 38.9 percent from 2008 to 2017, an increase of more than $21 billion, according to an SSTI analysis of recently released data from the National Science Foundation’s National Center for Science and Engineering Statistics. From 2016 to 2017, HERD grew by $3.8 billion, the largest year-over-year increase since 2010-2011.

  • Read more about Useful Stats: Higher Ed R&D by state, 2008-2017

Useful Stats: Business R&D Intensity by State (2011-2016)

Thursday, November 8, 2018

Since 2011, more than half of the nation's new investment in business research and development has come from California companies, and more than three-quarters has come from the top five states, according to an SSTI analysis of recently released NSF data.

Since 2011, more than half of the nation's new investment in business research and development has come from California companies, and more than three-quarters has come from the top five states, according to an SSTI analysis of recently released NSF data. For the second time this year, the National Science Foundation’s (NSF) National Center for Science and Engineering Statistics (NCSES) has updated the data for the Business R&D and Innovation Survey (BRDIS),  a primary source of information on domestic and global business research and development expenditures. In 2016, companies reported nearly $317.7 billion in self-funded and self-performed domestic R&D, a $20 billion (7.0 percent) increase from the previous year, according to the updated data. This type of business R&D represented 4.0 percent of the gross state product in California and Washington in 2016, the most of any states.

  • Read more about Useful Stats: Business R&D Intensity by State (2011-2016)

Useful Stats: Science and engineering workforce, by state (2003-2017)

Thursday, October 18, 2018

Across the country, there are nearly 6.9 million scientists and engineers, representing 4.8 percent of the nation’s workforce. There are 20 states having at least 100,000 workers in these occupations. Scientists and engineers are concentrated around the nation’s capital, making up the largest share of the workforce in Washington D.C., Maryland, and Virginia. From 2003 to 2017, the number of scientists and engineers grew the fastest in Arkansas, North Dakota, and Utah.

Across the country, there are nearly 6.9 million scientists and engineers, representing 4.8 percent of the nation’s workforce. There are 20 states having at least 100,000 workers in these occupations. Scientists and engineers are concentrated around the nation’s capital, making up the largest share of the workforce in Washington D.C., Maryland, and Virginia. From 2003 to 2017, the number of scientists and engineers grew the fastest in Arkansas, North Dakota, and Utah. With an interactive map and downloadable spreadsheet, this article breaks down the changes in the science and engineering workforce across the United States over the last 15 years.

  • Read more about Useful Stats: Science and engineering workforce, by state (2003-2017)

Useful Stats: Pre-VC Deals 2017-2018, Quarters 1-3

Thursday, October 11, 2018

NVCA and PitchBook released Venture Monitor 3Q 2018 this week. The highlight data point in the report is that total U.S. venture capital investment in 2018 is on pace to break $100 billion for the year — and, in fact, to break $110 billion. At the same time, deal volume is on pace to be at the lowest level since 2012, with just 6,583 deals reported to date in 2018.

  • Read more about Useful Stats: Pre-VC Deals 2017-2018, Quarters 1-3

Useful Stats: State and Local Support for University R&D (2011-2015)

Thursday, March 2, 2017

State and local governments invested $3.8 billion in R&D at institutions of higher education in FY 2015, with the top ten states accounting for $2.3 billion – roughly 59.4 percent of overall spending, according to an SSTI analysis of NSF data. From FY 2011 to FY 2015, total spending remained relatively unchanged (0.1 percent decrease). Over that same period, colleges and universities in 25 states reported increased expenditures from state governments, while 25 and the District of Columbia reported declines.

  • Read more about Useful Stats: State and Local Support for University R&D (2011-2015)

Large companies dominate business R&D expenditures

Thursday, September 13, 2018

Companies employing more than 5,000 people represent nearly two-thirds (63.9 percent) of all business R&D in the United States, according to an analysis of NSF’s Business Research, Development, and Innovation Survey (BRDIS). With the recent release of more detailed numbers and to expand on a Useful Stats report from earlier this year, this analysis focuses on business R&D by company size.

Companies employing more than 5,000 people represent nearly two-thirds (63.9 percent) of all business R&D in the United States, according to an analysis of NSF’s Business Research, Development, and Innovation Survey (BRDIS). With the recent release of more detailed numbers and to expand on a Useful Stats report from earlier this year, this analysis focuses on business R&D by company size. Small and mid-sized companies made up the highest share of business R&D in Alaska, New Mexico and Louisiana. In Delaware, Michigan and Oregon, large companies made up the highest share of business R&D.

  • Read more about Large companies dominate business R&D expenditures

Useful Stats: Science and engineering R&D at colleges and universities, by state and metro area

Thursday, September 6, 2018

Federal funding for S&E R&D grew by $7.2 billion from 2002 to 2016, reaching more than $31.6 billion. This represents a 29.4 percent increase during the period, or approximately 2.0 percent per year, according to an SSTI analysis of data from the National Science Foundation’s National Center for Science and Engineering Statistics.

Federal funding for science and engineering R&D at colleges and universities (S&E R&D) grew by $7.2 billion from 2002 to 2016, reaching more than $31.6 billion. This represents a 29.4 percent increase during the period, or approximately 2.0 percent per year, according to an SSTI analysis of data from the National Science Foundation’s National Center for Science and Engineering Statistics. Among states, California ($4.3 billion), New York ($2.4 billion), and Maryland ($2.3 billion) received the most in federal funds for S&E R&D in 2016, while Baltimore ($2.0 billion), New York City ($1.7 billion), and Boston ($1.3 billion) led among metropolitan areas.

  • Read more about Useful Stats: Science and engineering R&D at colleges and universities, by state and metro area

Useful Stats: Real personal income by state, 2012-2016

Thursday, June 28, 2018

Real personal income — a measure of purchasing power that connects income to costs — has grown within states at an average rate of 1.5 percent per person since 2012, according to data from the Bureau of Economic Analysis. The average American’s experienced income growth, however, appears to vary wildly depending on location.

  • Read more about Useful Stats: Real personal income by state, 2012-2016

Useful stats: Opportunity Zone-eligible census tracts by state

Thursday, February 8, 2018

Note: this article has been updated.

The recent tax law created a new vehicle, “Opportunity Zones” (Section 13823), to spur investment in companies and projects in distressed communities. As covered in detail during a recent SSTI members-only webinar, the tax incentive provides investors who reinvest capital gains into these zones with the ability to defer taxes on those gains and, if the Opportunity Zone investment is held at least 10 years, to waive taxes on any new capital gains. Zones must be declared this spring by each state’s governor, and only 25 percent of a state’s high poverty or low income census tracts may be included.

  • Read more about Useful stats: Opportunity Zone-eligible census tracts by state

Useful Stats: VC investments, tech-startups are heavily concentrated

Thursday, February 1, 2018

Last week, SSTI looked at recently released data on venture capital dollars and deals by state, finding that total investment has skyrocketed but remains heavily concentrated in a few markets. This week we examine this data through two additional lenses: VC investment intensity and VC investment per technology startup.

  • Read more about Useful Stats: VC investments, tech-startups are heavily concentrated

Useful Stats: VC investments double over decade; deal growth slows

Thursday, January 25, 2018

Over the five-year period from 2012 to 2017, as total venture capital investments more than doubled, growing from $41.2 billion to $84.0 billion, the number of deals increased by just 2.7 percent according to new data from the NVCA-Pitchbook Venture Capital Monitor. In 2017, more than half of all venture capital deals and three-quarters of all venture capital dollars went to companies in California, New York, and Massachusetts in 2017.

Over the ten-year period from 2007 to 2017, as total venture capital investments more than doubled, growing from $41.2 billion to 84.0 billion, the number of deals increased by just 2.7 percent according to new data from the NVCA-Pitchbook Venture Capital Monitor. In 2017, more than half of all venture capital deals and three-quarters of all venture capital dollars went to companies in California, New York, and Massachusetts in 2017. However, the share of deals going to these three states decreased slightly from 2007 to 2017 (from 56.1 to 52.4 percent), while the share of dollars increased from 62.3 percent to 75.7 percent. 

  • Read more about Useful Stats: VC investments double over decade; deal growth slows

Useful Stats: SBIR/STTR awards by metro (2013-2017)

Thursday, May 31, 2018

Last week, SSTI examined the geography of “America’s Seed Fund,” the SBIR/STTR awards, on a state-by-state basis. A look at how the more than 25,500 awards were distributed at the regional level over the five-year period from 2013 to 2017 yields additional insight. The metropolitan areas with the largest concentrations of SBIR/STTR awards include knowledge hubs with large universities and access to federal R&D, such as Boston, Los Angeles, and Washington D.C.

  • Read more about Useful Stats: SBIR/STTR awards by metro (2013-2017)

Useful Stats: SBIR/STTR awards by state, 2013-2017

Thursday, May 24, 2018

The SBIR/STTR program, which dubs itself as “America’s Seed Fund,” is one of the broadest forms of early-stage capital available to small technology companies. During the five-year period from 2013 to 2017, the 11 federal agencies participating in the SBIR/STTR program distributed 25,524 awards. Using charts, maps, and a downloadable spreadsheet, this Digest article looks at trends in SBIR/STTR awards by state over the period, including the companies with the most awards and states where SBIR/STTR awards outnumber VC deals.

  • Read more about Useful Stats: SBIR/STTR awards by state, 2013-2017

Useful Stats: Business R&D Intensity by State (2010-2015)

Thursday, March 22, 2018

Across the country, companies reported nearly $300 billion in self-funded and self-performed domestic R&D in 2015, according to recent data from the National Science Foundation’s Business R&D and Innovation Survey (BRDIS), with nearly one-third of this total ($95.0 billion) coming from California. Businesses in Wyoming, Washington D.C., and Utah reported the greatest increase in self-funded and self-performed R&D from 2010 to 2015.

  • Read more about Useful Stats: Business R&D Intensity by State (2010-2015)

Useful Stats: “Eds and Meds” employment by metropolitan area

Thursday, March 8, 2018

As explored in last week’s Digest, the presence of Eds and Meds institutions can positively influence the levels of human capital in a region, but the need to keep costs low can hinder their overall growth. SSTI’s analysis subsequently found that employment in Eds and Meds industries increased in every state from 2005 to 2015. This article looks at Eds and Meds employment for the largest metropolitan areas in the United States. Mid-sized regions in the Northeast like Rochester, New York (4.4 percentage points), New Haven, Connecticut (2.9 percentage points), and Harrisburg, Pennsylvania (2.3 percentage points) experienced the largest growth in per-capita employment in Eds and Meds industries between 2010 and 2015.

  • Read more about Useful Stats: “Eds and Meds” employment by metropolitan area

Useful Stats: Employment in “Eds and Meds” by state

Thursday, March 1, 2018

For decades, state and local economies have leaned heavily on their anchor institutions during times of economic uncertainty and transition. An analysis finds that total employment in “Eds and Meds” industries increased in every state from 2005 to 2015. This article breaks down the growth and geography of Eds and Meds employment at the state level, while next week’s issue of the Digest will explore this data by metropolitan area.

  • Read more about Useful Stats: Employment in “Eds and Meds” by state

Useful Stats: R&D expenditures at colleges and universities, by state

Thursday, December 14, 2017

Last week, The Digest covered newly released data from the National Science Foundation’s National Center for Science Education Statistics, which found that for the first time in five years, federal funding for higher education research and development increased in both current and constant dollars.

Last week, The Digest covered newly released data from the National Science Foundation’s National Center for Science Education Statistics, which found that for the first time in five years, federal funding for higher education research and development increased in both current and constant dollars. For the country as a whole, higher education R&D expenditures increased by roughly 10 percent from FY 2011 to FY 2016, while gross domestic product increased by nearly twice as much. This article examines state-by-state trends in R&D activity at colleges at universities.

  • Read more about Useful Stats: R&D expenditures at colleges and universities, by state

Useful Stats: Labor force participation by state; overall rate continues decline

Thursday, October 26, 2017

An aging, more diverse workforce is what the Bureau of Labor Statistics foresees in the coming decade, with a declining participation rate, which may in turn restrict economic growth. The new projections released this week echo the downward trend in the rate of labor force participation since the peak of 67.3 percent in early 2000. While recent trends show an increasing level of participation among the 55+ crowd, there has been a decreasing level of participation among 16 to 24-year-olds as school enrollment has increased, as well as a continuing decline among the prime working-age cohort of 25 to 54-year-olds.

An SSTI analysis of the labor force participation rate of the prime age workers for each state revealed a great amount of variation among the states. The map below shows the participation rate for this cohort averaged out over 2014-2016 to account for yearly fluctuations.

  • Read more about Useful Stats: Labor force participation by state; overall rate continues decline

Useful Stats: NIH Awards by State, 2007-2016

Thursday, August 3, 2017

With a focus on improving health, driving economic growth, and expanding the country’s research capacity, the National Institutes of Health (NIH) within the U.S. Department of Health and Human Services is the largest public funder of biomedical research in the world. Because of NIH’s central role in supporting science, technology, and innovation, a better understanding of the agency’s footprint may be helpful to the technology-based economic development practitioner community.

With a focus on improving health, driving economic growth, and expanding the country’s research capacity, the National Institutes of Health (NIH) within the U.S. Department of Health and Human Services is the largest public funder of biomedical research in the world. Because of NIH’s central role in supporting science, technology, and innovation, a better understanding of the agency’s footprint may be helpful to the technology-based economic development practitioner community. This edition of Useful Stats utilizes data from NIH’s Research Portfolio Online Reporting Tool (RePORT) and covers each year from 2007 to 2016. The data does not include projects funded by the American Recovery and Reinvestment Act of 2009.

  • Read more about Useful Stats: NIH Awards by State, 2007-2016

Useful Stats: Share of U.S. venture capital activity and per capita investment by state, 2010-2016

Thursday, March 23, 2017

Once again, more than three-quarters of U.S. venture capital (VC) dollars went to companies in California, New York and Massachusetts in 2016, according to data from the PricewaterhouseCoopers (PwC)/CB Insights’ Moneytree Report Explorer. Approximately 53.3 percent of all VC capital went to California companies, down nearly 4.4 percent from the states peak in 2014 (57.7) and down 3.9 percent from 2015.

  • Read more about Useful Stats: Share of U.S. venture capital activity and per capita investment by state, 2010-2016

Useful Stats: Federal Obligations for Science and Engineering R&D at Universities, Colleges

Thursday, July 30, 2015

In FY 2013, the federal government obligated $25.9 billion for science and engineering research and development (S&E R&D) at colleges and universities, a decrease of $1.6 billion from FY 2012 (5.7 percent). Eight states (California, New York, Maryland, Pennsylvania, Massachusetts, Texas, North Carolina, and Illinois) each received more than $1 billion in funding during FY 2013, though each state also experienced a decrease from their FY 2012 total.

  • Read more about Useful Stats: Federal Obligations for Science and Engineering R&D at Universities, Colleges

Pagination

  • First page « First
  • Previous page ‹‹
  • …
  • Page 2
  • Page 3
  • Page 4
  • Page 5
  • Page 6
  • Page 7
  • Page 8
  • Page 9
  • Page 10
  • Next page ››
  • Last page Last »

Tags

Select up to 5
  • (-) useful stats (228)
  • r&d (68)
  • higher ed (51)
  • venture capital (28)
  • nsf (18)
  • gdp (17)
  • sbir (15)
  • capital (13)
  • trends (10)
  • entrepreneurship (9)
  • metros (8)
  • nih (7)
  • ssbci (7)
  • county (6)
  • manufacturing (6)
  • states (6)
  • employment (5)
  • establishments (5)
  • workforce (5)
  • education (4)
  • federal agency r&d (4)
  • income (4)
  • jobs (4)
  • new business formation (4)
  • stem (4)
  • census (3)
  • eda (3)
  • enrollment (3)
  • labor force (3)
  • state tbed (3)
  • b2s (2)
  • federal agency (2)
  • international (2)
  • nasa (2)
  • research (2)
  • s&e (2)
  • small business (2)
  • sttr (2)
  • bio (1)
  • biotechnology (1)
  • cleantech (1)
  • coronavirus (1)
  • economic development (1)
  • economy (1)
  • federal budget (1)
  • finance (1)
  • funding (1)
  • funding opportunity (1)
  • H-1B (1)
  • innovation (1)

Recent news from the SSTI Digest

Data centers may be inevitable, but state and local resistance is growing

Thursday, March 26, 2026
People in the U.S. may be in favor of the using internet, social media, and artificial intelligence, but they are increasingly skeptical of and concerned about the data centers that make all these things possible. Common themes of their skepticism were recently expressed by data center opponents in Michigan who “fear lost farmland and destroyed habitat, noise pollution from thousands of humming servers, strain on the electric grid and higher bills as utilities spend mightily on infrastructure to power the facilities, and strain on rivers and aquifers amid data centers’ use of water to cool servers.” Michiganders are not alone. 
energy
environment
AI

With OZ expansion looming, research shows program has little net jobs impact

Thursday, March 26, 2026
When the Opportunity Zone program was authorized by Congress in 2017, there was high hope that it would give a significant boost to the employment rates of those living in the poorest areas of our cities. Unfortunately, a new research paper adds to the growing findings of the program’s shortcomings and disappointing outcomes, just as the next race to establish new OZ designations is set to begin.   
economic development

Innovation Advocacy Council visits the Hill on your behalf

Thursday, March 26, 2026
“We few, we happy few” shouldn’t have been so bloody few if Shakespeare’s Henry V were honest 400+ years ago. Flash forward, and a merry band of brothers and sisters represented the TBED community well as they visited DC’s Capitol Hill this week to remind Congressional offices of the importance of several federal programs for funding strategic regional innovation initiatives. And it was nothing like Henry V’s Battle of Agincourt. In truth, regional innovation is and always has been a nonpartisan issue, but there are other pressures afoot to capture Congress’s attention and purse strings. 
IAC
State Science & Technology Institute (SSTI) logo

Footer

  • About
    • Board
    • Staff
    • Membership
    • TBED Community of Practice
  • Join
    • Member Benefits
    • Member List
  • Join SSTI
  • Sign up for SSTI Digest

© 2025 SSTI, All Rights Reserved.

1391 W 5th Avenue Ste 323, Columbus OH 43212

614.901.1690