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 76 - 100 of 236
Authored on

Useful Stats: 10-year analysis of NSF EPSCoR state HERD, FY 2012-2021

Thursday, April 6, 2023

This article was edited on April 19th, 2023, to correct for an error in the original data analysis.

The objective of the Established Program to Stimulate Competitive Research (EPSCoR) is to help states receiving the least amount of federal research and development (R&D) funds within their postsecondary institutions improve their competitiveness for federal grants and awards. A measure of EPSCoR's effectiveness, then, is whether or not the state's academic research enterprise is capturing a larger share of federal R&D expenditures. This article utilizes data from the Higher Education Research and Development (HERD) survey, analyzing the total and federal HERD dollars for the 25 current EPSCoR eligible states compared to those not eligible, finding: 1) EPSCoR states are not receiving proportionately more federal HERD dollars and 2) EPSCoR states have an extremely large variation of total HERD dollars between states, inclusive of both the highest grossing states as well as all three states experiencing a decrease.

  • Read more about Useful Stats: 10-year analysis of NSF EPSCoR state HERD, FY 2012-2021

Useful Stats: State-level higher education R&D trends

Thursday, February 23, 2023

This article was edited on April 19th, 2023, to correct for an error in the original data analysis.

Fiscal Year (FY) 2021 saw higher education research and development (R&D) spending increase by a total of $3.43 billion (3.97%) over the prior year — a higher rate of growth than the 10-year average of +3.53% per year — and $23.99 billion (36.51%) over the past 10-years. Using data from the most recent release of the Higher Education Research and Development (HERD) survey, this article will analyze state-level trends on higher education R&D expenditures, revealing the aforementioned increased expenditures, although strong, are barely keeping pace with the nation’s overall economic growth.

  • Read more about Useful Stats: State-level higher education R&D trends

Useful Stats: 20-Year Change in US Real GDP per capita, 2002-2021

Thursday, February 2, 2023

From 2002-2021 (the last 20 years for which data is available), the total U.S. real gross domestic product (GDP adjusted for inflation, or Real GDP) increased by approximately 45%, from $13.5 trillion to $19.6 trillion in chained 2012 dollars. On a per capita basis, county-level real GDP increased by an average of 36% over the past 20 years, with a range of growth from -77% (Brooks County, Texas) to 3,950% (Culberson County, Texas).

  • Read more about Useful Stats: 20-Year Change in US Real GDP per capita, 2002-2021

Useful Stats: 1 and 3-year analysis of county-level US RGDP per capita

Thursday, January 19, 2023

This edition of Useful Stats takes a high-level look at the United States’ change in Real Gross Domestic Product (RGDP, which is GDP adjusted for inflation) on a per capita basis for each of its counties, boroughs, parishes, etc. (hereon referred to as “counties”). Looking at RGDP per capita allows for an inflation adjusted, population standardized metric for comparing counties over time.

  • Read more about Useful Stats: 1 and 3-year analysis of county-level US RGDP per capita

Useful Stats: Initial Public Offering (IPO) totals and trends from fiscal years 2019-2022

Thursday, December 1, 2022

Over the past four fiscal years, there have been 1,977 initial public offerings (IPOs) completed by companies headquartered in the U.S., according to PitchBook, yielding more than $549 billion in capital invested. These companies are located in 45 states, D.C., and Puerto Rico. Almost 20% of those companies are no longer publicly held, having been returned to private ownership, been acquired, merged or gone out of business.

  • Read more about Useful Stats: Initial Public Offering (IPO) totals and trends from fiscal years 2019-2022

Useful Stats: NIH SBIR/STTR application success rates & trends, FY 2012-2021

Friday, July 22, 2022

In fiscal year 2021, the nationwide success rate of applicants for National Institutes of Health (NIH) Small Business Innovation Research (SBIR) and Small Business Technology Transfer (STTR) Phase I awards decreased slightly from FY 2020. This continued a downward trend over recent years. The success rate for NIH SBIR/STTR Phase I was nearly 13 percent (647 of 5,132 approved) in FY 2021, a decrease from nearly 14 percent (636 of 4,684 approved) in FY 2020 and from nearly 16 percent for all proposals submitted over the past decade.

  • Read more about Useful Stats: NIH SBIR/STTR application success rates & trends, FY 2012-2021

Useful Stats: NASA SBIR/STTR trends, proposals & awards, 2017-2021

Thursday, June 16, 2022

Between 2017 and 2021, 23 percent of proposals submitted to NASA for Phase I SBIR/STTR funding were approved (1,887 awards from 8,360 proposals). The acceptance rate for Phase II proposals, which are generally encouraged or discouraged based on Phase I outcomes, was 58 percent (791 of 1,359 approved).

  • Read more about Useful Stats: NASA SBIR/STTR trends, proposals & awards, 2017-2021

Useful Stats: Science & engineering graduate students and postdoctorates by state, 2016-2020

Thursday, May 19, 2022

After declines in 2016 and 2017, the number of graduate students and postdoctoral appointees at the nation’s institutions of higher education increased nationally from 2018 to 2020, according to National Science Foundation (NSF) data from its Graduate Students and Postdoctorates in Science and Engineering (GSS) survey. However, this SSTI analysis shows considerable variation among the states over the five-year period from 2016 to 2020.

After declines in 2016 and 2017, the number of graduate students and postdoctoral appointees at the nation’s institutions of higher education increased nationally from 2018 to 2020, according to National Science Foundation (NSF) data from its Graduate Students and Postdoctorates in Science and Engineering (GSS) survey. However, this SSTI analysis shows considerable variation among the states over the five-year period from 2016 to 2020. Evaluating long-term trends in S&E graduate students and postdocs can help policymakers and program designers identify potential issues, enabling the development of more effective policies and programs.

  • Read more about Useful Stats: Science & engineering graduate students and postdoctorates by state, 2016-2020

Useful Stats: 10-year SBIR/STTR awards by state and agency, 2011-2020

Thursday, April 28, 2022

This edition of Useful Stats presents an SSTI analysis for the number of SBIR/STTR awards from 2011 to 2020 (the most recently available complete data), examining which agencies make the most awards in each state and how each state’s composition of awards compares to the national profile.

This edition of Useful Stats presents an SSTI analysis for the number of SBIR/STTR awards from 2011 to 2020 (the most recently available complete data), examining which agencies make the most awards in each state and how each state’s composition of awards compares to the national profile.

Two federal agencies made the greatest number of SBIR/STTR awards in nearly every state. The U.S. Department of Defense (DoD) accounted for the greatest number of SBIR/STTR awards in 35 states (including the District of Columbia), growing from 29 states as identified in a previous SSTI analysis for the 10-year period from 2009-2018. The U.S. Department of Health and Human Services (HHS) made the most awards in 15 states over the 10-years from 2011 to 2020, decreasing from the 22 states for the previously examined 10-year period, while the National Science Foundation made the most total awards in two states/territories for the combined 10-year period from 2011 to 2020.

  • Read more about Useful Stats: 10-year SBIR/STTR awards by state and agency, 2011-2020

Useful Stats: 2020 SBIR/STTR awards by state and agency

Thursday, April 7, 2022

Despite the shutdown of many business and government activities during the first year of the COVID-19 pandemic, the total number of SBIR/STTR awards made to innovation-focused companies continued to increase over record-breaking 2019 levels, rising 3.7 percent. This edition of SSTI’s Useful Stats examines the total number of SBIR/STTR awards and the top awarding agency by state in 2020.

Despite the shutdown of many business and government activities during the first year of the COVID-19 pandemic, the total number of SBIR/STTR awards made to innovation-focused companies continued to increase over record-breaking 2019 levels, rising 3.7 percent. This edition of SSTI’s Useful Stats examines the total number of SBIR/STTR awards and the top awarding agency by state in 2020.

  • Read more about Useful Stats: 2020 SBIR/STTR awards by state and agency

Useful Stats: Higher Ed R&D by state and funding source, 2011-2020

Thursday, March 31, 2022

Continuing a streak lasting at least 10 years, the federal government was again the top funder of Higher Education R&D (HERD) in 2020. However, new SSTI analysis shows that the federal share of HERD funding has continued to decline nationally and in most states over the 10-year period from 2011 to 2020. This edition of SSTI’s Useful Stats provides an analysis of HERD funders by state in 2020, and an examination of 10-year trends for the period from 2011 to 2020 in HERD funding by source. 

Continuing a streak lasting at least 10 years, the federal government was again the top funder of Higher Education R&D (HERD) in 2020. However, new SSTI analysis shows that the federal share of HERD funding has continued to decline nationally and in most states over the 10-year period from 2011 to 2020. This edition of SSTI’s Useful Stats provides an analysis of HERD funders by state in 2020, and an examination of 10-year trends for the period from 2011 to 2020 in HERD funding by source.

  • Read more about Useful Stats: Higher Ed R&D by state and funding source, 2011-2020

Useful Stats: 2020 Higher Ed R&D by state and research field

Thursday, March 3, 2022

Building on previous SSTI analysis showing that Higher Education Research & Development (HERD) expenditures increased across the U.S. despite the onset of the COVID-19 pandemic, this edition of Useful Stats examines the distribution of R&D spending among the various fields of research at the nation’s colleges and universities.

Building on previous SSTI analysis showing that Higher Education Research & Development (HERD) expenditures increased across the U.S. despite the onset of the COVID-19 pandemic, this edition of Useful Stats examines the distribution of R&D spending among the various fields of research at the nation’s colleges and universities. Specifically, this analysis examines 2020 HERD expenditures by state and field of research, finding that the life sciences continued to dominate academic R&D activity, accounting for 57.5 percent ($49.6 billion) of total HERD spending. Engineering was the second most funded research field in 2020, accounting for 15.9 percent ($13.7 billion) of the national total. The third most funded research field was physical sciences, accounting for 6.6 percent ($5.7 billion) of total U.S. HERD expenditures.

  • Read more about Useful Stats: 2020 Higher Ed R&D by state and research field

Useful Stats: 2020 metro and micropolitan area GDP by industry

Thursday, February 24, 2022

This edition of SSTI’s Useful Stats explores Gross Domestic Product (GDP) of the nation’s urban areas and the top industry contributors to GDP in these areas.

This edition of SSTI’s Useful Stats explores Gross Domestic Product (GDP) of the nation’s urban areas and the top industry contributors to GDP in these areas. Specifically, this analysis explores both metropolitan area (defined by the Office of Management and Budget as areas with an urban core of more than 50,000 population) and micropolitan area (defined as areas with an urban core of between 10,000 and 50,000 population) GDP in 2020, as well as the top contributing industry to area GDP.

  • Read more about Useful Stats: 2020 metro and micropolitan area GDP by industry

Useful Stats: 2020 Higher Ed R&D intensity by state

Thursday, February 17, 2022

As total Higher Education Research & Development (HERD) expenditures increased nationally and in most states from 2019 to 2020 despite the COVID-19 pandemic and global recession, HERD intensity also increased. HERD intensity is an indicator of the relative importance of R&D spending by colleges and universities to regional economies, and is calculated as HERD expenditures as a percentage of total gross domestic product (GDP).

As total Higher Education Research & Development (HERD) expenditures increased nationally and in most states from 2019 to 2020 despite the COVID-19 pandemic and global recession, HERD intensity also increased. HERD intensity is an indicator of the relative importance of R&D spending by colleges and universities to regional economies, and is calculated as HERD expenditures as a percentage of total gross domestic product (GDP). This edition of Useful Stats expands on previous SSTI analysis of total HERD expenditures in 2020 (the most recent figures available), specifically examining HERD intensity by state for the five-year period from 2016 to 2020.

  • Read more about Useful Stats: 2020 Higher Ed R&D intensity by state

Useful Stats: Investment deals by size per state, 2012-2021

Thursday, February 10, 2022

While the overall U.S. venture capital market has drawn headlines for record-breaking total investment levels in 2021, the story has been far different for smaller deals. Data currently suggests a decline in deals under $1 million, and only modest growth for deals under $5 million. The final data may tell a slightly different story,[1] but the level of activity at the smaller end of the spectrum is clearly quite different than what is driving market coverage.

  • Read more about Useful Stats: Investment deals by size per state, 2012-2021

Useful Stats: 2020 Industry contributions to county-level GDP

Thursday, January 27, 2022

This week’s edition of Useful Stats examines the contributions to county-level GDP in 2020 by industry group. Specifically, this analysis identifies the industries that contributed the most to the economic output of each county in 2020, as well as examining the annual percent changes in industry contribution to county GDP over the previous year. Most industries experienced declines brought on by the economic recession of 2020, although some experienced growth.

This week’s edition of Useful Stats examines the contributions to county-level GDP in 2020 by industry group. Specifically, this analysis identifies the industries that contributed the most to the economic output of each county in 2020, as well as examining the annual percent changes in industry contribution to county GDP over the previous year. Most industries experienced declines brought on by the economic recession of 2020, although some experienced growth. In 2020, the real estate and rental and leasing; professional and business services; government and government enterprises; and manufacturing industry groups were vital economic drivers in terms of both their contributions to national GDP as well as the number of counties where they were the top contributor.

  • Read more about Useful Stats: 2020 Industry contributions to county-level GDP

Useful Stats: 2020 Higher Ed R&D expenditures increased in most states despite pandemic

Thursday, January 13, 2022

Despite the Covid-19 pandemic and recession, most states experienced growth in annual Higher Education Research & Development (HERD) expenditures between 2019 and 2020. Given higher education’s role in generating knowledge that catalyzes innovative new technologies developed by high-growth startups, R&D conducted at institutions of higher education is one of the most important metrics for evaluating an area’s innovation economy.

Despite the Covid-19 pandemic and recession, most states experienced growth in annual Higher Education Research & Development (HERD) expenditures between 2019 and 2020. Given higher education’s role in generating knowledge that catalyzes innovative new technologies developed by high-growth startups, R&D conducted at institutions of higher education is one of the most important metrics for evaluating an area’s innovation economy. This edition of Useful Stats examines data from NSF’s recently updated 2020 HERD survey, specifically examining one- and 10-year changes in HERD spending by state.

  • Read more about Useful Stats: 2020 Higher Ed R&D expenditures increased in most states despite pandemic

Useful Stats: Annual change in county-level GDP per capita, 2019-2020

Thursday, January 6, 2022

This edition of SSTI’s Useful Stats begins a series of articles examining recently updated Gross Domestic Product (GDP) data for 2020, identifying changes in GDP per capita during the first year of the economic impacts from the Covid-19 pandemic, and setting the stage for future articles diving deeper into the impacts of the pandemic on local economies.

This edition of SSTI’s Useful Stats begins a series of articles examining recently updated Gross Domestic Product (GDP) data for 2020, identifying changes in GDP per capita during the first year of the economic impacts from the Covid-19 pandemic, and setting the stage for future articles diving deeper into the impacts of the pandemic on local economies. Specifically, this analysis focuses on the annual percent change from 2019 to 2020 in county-level GDP per capita (calculated as total county GDP divided by total county population) using comprehensive geographical data from the Bureau of Economic Analysis (BEA) and population data from the Census Bureau.

  • Read more about Useful Stats: Annual change in county-level GDP per capita, 2019-2020

Useful Stats: 2019 Business R&D intensity by state

Thursday, December 16, 2021

Business research and development (R&D) intensity — private sector R&D expenditures as a percentage of total gross domestic product (GDP) — is an indicator of how interested businesses are in creating new products and processes. This edition of Useful Stats expands upon previous SSTI analyses of business R&D and applies the more standardized measure of “R&D intensity” to provide additional context on the private sector’s activities within states.

Business research and development (R&D) intensity — private sector R&D expenditures as a percentage of total gross domestic product (GDP) — is an indicator of how interested businesses are in creating new products and processes. This edition of Useful Stats expands upon previous SSTI analyses of business R&D and applies the more standardized measure of “R&D intensity” to provide additional context on the private sector’s activities within states.

  • Read more about Useful Stats: 2019 Business R&D intensity by state

Useful Stats: SSTI analysis examines business R&D employment by state, 2019

Thursday, December 9, 2021

An SSTI analysis of business R&D employment data from the National Science Foundation’s recently updated 2019 Business Enterprise R&D (BERD) Survey finds that nationally in 2019, R&D employment at private businesses accounted for 8.6 percent of total employment. The states where the business R&D employment shares of total employment were the greatest in 2019 were Washington (20.9 percent); Massachusetts (19.3 percent); California (17.7 percent); New Hampshire (14.7 percent); and Michigan (12.7 percent).

An SSTI analysis of business R&D employment data from the National Science Foundation’s recently updated 2019 Business Enterprise R&D (BERD) Survey finds that nationally in 2019, R&D employment at private businesses accounted for 8.6 percent of total employment. The states where the business R&D employment shares of total employment were the greatest in 2019 were Washington (20.9 percent); Massachusetts (19.3 percent); California (17.7 percent); New Hampshire (14.7 percent); and Michigan (12.7 percent). The analysis builds on our previous examination of business R&D expenditures and focuses on R&D employment at private businesses and the level of total business R&D expenditures per R&D employee by state in 2019.

  • Read more about Useful Stats: SSTI analysis examines business R&D employment by state, 2019

Useful Stats: Business R&D expenditures by state and source of funding, 2019

Thursday, December 2, 2021

Private sector investment into research and development (R&D) is a critical component of innovation, new product development, and regional economic vitality. As a substantial performer and funder of R&D in the United States, the strength of private industry’s R&D activity in a region can provide an indication of the region’s capacity for developing and bringing innovative technologies to market.

Private sector investment into research and development (R&D) is a critical component of innovation, new product development, and regional economic vitality. As a substantial performer and funder of R&D in the United States, the strength of private industry’s R&D activity in a region can provide an indication of the region’s capacity for developing and bringing innovative technologies to market. Using data from the recent release of the National Science Foundation’s 2019 Business Enterprise R&D (BERD) Survey, this SSTI analysis shows that while private companies nationally paid for the greatest share of total business R&D expenditures themselves in 2019, this was not the case for all states.

  • Read more about Useful Stats: Business R&D expenditures by state and source of funding, 2019

Useful Stats: SSBCI allocations by category and state

Thursday, November 11, 2021

This edition of SSTI’s Useful Stats examines the expected allocation of approximately $8.5 billion in State Small Business Credit Initiative (SSBCI) funding by state and allocation category based on the Department of the Treasury’s recent guidance update.

  • Read more about Useful Stats: SSBCI allocations by category and state

Useful Stats: Job creation by state and establishment size, 2019

Thursday, October 28, 2021

Support for small companies has long been a pillar of federal and state policies meant to drive business formation, job creation, and the resulting spillover economic benefits for regional economies. The debate remains, however, about whether smaller or larger businesses play an outsized role in the nation’s economy.

Support for small companies has long been a pillar of federal and state policies meant to drive business formation, job creation, and the resulting spillover economic benefits for regional economies. The debate remains, however, about whether smaller or larger businesses play an outsized role in the nation’s economy. This edition of Useful Stats provides some context to the argument, finding that although smaller and newer establishments accounted for the greatest amount of total job creation, job losses from small business closures reduced the group’s net job creation significantly, leaving larger companies to account for the greatest share of net job creation in 2019.

  • Read more about Useful Stats: Job creation by state and establishment size, 2019

Useful Stats: Net establishment creation by state and establishment size, 2019

Thursday, October 14, 2021

Innovations are often born from small businesses, operating with few employees, if any at all, to bring new technologies and processes to market. However, new small businesses frequently fail and are not the only source of innovation.

Innovations are often born from small businesses, operating with few employees, if any at all, to bring new technologies and processes to market. However, new small businesses frequently fail and are not the only source of innovation. Understanding the regional dynamics of business creation can help leaders better support their regional innovation economies, and this edition of Useful Stats builds on our previous analyses of net establishment creation and net job creation by state and by industry to explore establishment creation by state and by establishment size (as measured by the number of employees) for 2019.

  • Read more about Useful Stats: Net establishment creation by state and establishment size, 2019

Useful Stats: Top industries by state for net establishment and job creation, 2005-2019

Thursday, October 7, 2021

Understanding the industry-level dynamics of business and job creation can help pinpoint which industries in regional economies may be hotspots for innovation activity.

Understanding the industry-level dynamics of business and job creation can help pinpoint which industries in regional economies may be hotspots for innovation activity. This edition of Useful Stats builds on previous SSTI analysis of business and job creation by state and examines data from the Census Bureau’s recently updated Business Dynamics Statistics (BDS) on net establishment and job creation in 2019 at the state and industry levels. The data serves as a useful baseline of where the economy stood prior to the pandemic’s start in 2020. While the national data shows that five industries experienced net establishment losses in 2019, industry trends at the state level vary widely with some states seeing losses across many industries while others experienced losses in only a few. There were also similar national- and state-level trends in net job creation in 2019. This analysis also provides additional context by examining the long-term state trends in these metrics from 2005 to 2019.

  • Read more about Useful Stats: Top industries by state for net establishment and job creation, 2005-2019

Pagination

  • First page « First
  • Previous page ‹‹
  • Page 1
  • Page 2
  • Page 3
  • Page 4
  • Page 5
  • Page 6
  • Page 7
  • Page 8
  • Page 9
  • …
  • Next page ››
  • Last page Last »

Tags

Select up to 5
  • (-) useful stats (236)
  • r&d (73)
  • higher ed (54)
  • venture capital (28)
  • nsf (20)
  • gdp (19)
  • sbir (15)
  • capital (13)
  • trends (10)
  • entrepreneurship (9)
  • manufacturing (8)
  • metros (8)
  • nih (7)
  • ssbci (7)
  • county (6)
  • employment (6)
  • establishments (6)
  • states (6)
  • federal agency r&d (5)
  • workforce (5)
  • education (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

Pew finds partisanship growing in American support for science

Wednesday, February 11, 2026

In the 30 years SSTI has been in existence and the 85 years of concerted federal focus on scientific discover and innovation, the priority of public-private R&D investment has been overwhelmingly nonpartisan. A recent report from the Pew Research Center confirms the cold-war, global competitiveness arguments for U.S science and technology still hold sway across political parties, but fissures in who should pay and who should work on science and tech efforts are beginning to grow. 

science
federal spending

Disruption is echoing in empty university halls

Wednesday, February 11, 2026

Vacant storefronts and empty downtown office buildings aren’t the only ways the pandemic-accelerated, technology-stimulated move to remote work has negatively impacted community cohesiveness, commitment to place, and economic opportunity resulting from aggregation. According to a newly released analysis of university campuses, the disconnection and under-utilization problem extends deeper into regions than many may realize. 

higher ed

Recent Research: Cross-industry knowledge flows support high-tech entrepreneurship

Wednesday, February 11, 2026
entrepreneurship
recent research
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