Useful Stats: Build to Scale’s 10th Anniversary, a historic look at awards
The U.S. Economic Development Administration’s (EDA’s) annual Build to Scale (B2S) program (previously Regional Innovation Strategies) completed its tenth award cycle this year, with over $270 million in grants across 437 awards since inception in Fiscal Year (FY) 2014. FY 2023 was the largest award cycle, totaling $53 million in federal awards across the Venture and Capital Challenges.
Useful Stats: S&E talent across the States
Jobs held by degree holders in Science and Engineering (S&E) fields make important contributions to our nation’s economic growth and global competitiveness, fueling innovative capacity through research, development, and other technologically advanced work activities, according to the National Science Foundation (NSF).
Useful Stats: Higher Education R&D by State and Institution
The United States is home to some of the world's most prestigious universities, each performing critical research that helps advance the country’s innovation economy. However, these universities are not evenly distributed across the country; many are concentrated within large cities in states where their spillover further impacts the local economies.
Useful Stats: Is US manufacturing productivity on a decline? A detailed look at BLS OPT data.
Despite a $4.1 trillion increase in annual output since 1987, manufacturing industries in the United States have been declining in both their labor productivity and share of output. The Bureau of Labor Statistics’ labor productivity (output per hour) index, tied to 2012 values, for manufacturing industries has dropped by nearly five points since its all-time high of over 101 in Q2 2013.
Useful Stats: An overview of 2023 VC activity
United States venture capital activity not unexpectedly slowed down in 2023, cooling off after multiple years of record-high deals and values during 2021 and 2022, according to the PitchBook-NVCS Venture Monitor Q4 2023. Pitchbook-NVCS estimates a total deal count of 15,766 (13,608 actual + 2,158 estimated) for 2023– exceeding the values of 2020 and prior years but falling several thousand short of the last two years.
Useful Stats: Income inequality across the states
Income inequality in the U.S. has increased from 2006 to 2022, according to American Community Survey (ACS) data. While it’s increased in the nation as a whole, it decreased in North Dakota, Washington, Hawaii, Nebraska, and Montana from 2018 to 2022. New York and Washington, D.C. lead the nation in income inequality. This edition of Useful Stats explores state-level Gini index data from the U.S.
Useful Stats: HERD expenditures by R&D field and source of funds
Research and Development (R&D) is an essential component of innovation and economic growth, where higher education institutions play a key role. However, with these institutions being responsible for funding just a quarter of all HERD expenditures, it is important to see the influence of outside funding sources on the fields of R&D.
Useful Stats: Higher Education R&D expenditures near $100 billion in FY 2022
Institutions of higher education spent $97.8 billion on research and development (R&D) activities in fiscal year (FY) 2022, an increase of nearly 9% over the prior year’s $89.8 billion. Over the past decade of available data, from FY 2013-2022, higher education R&D expenditures have increased 46%, from $67.1 to $97.8 billion. However, when adjusted for inflation, the growth is more modest at 17%.
Useful Stats: 5-year state industry profiles, 2018-2022
The United States has one of the most diversified economies of any nation, yet also the most dynamic; over the past five years, from 2018 through 2022, the U.S.’ agriculture, forestry, fishing, and hunting industry has grown 53%, while other industries such as manufacturing and construction have grown at a slower pace—17% and 23% respectively—compared to a 25% increase in overall gross domestic product.
Useful Stats: Innovative industries across the nation
The real gross domestic product (GDP) of private industries has steadily increased nationwide from 2018-2022, with an average percentage increase of 2% each year, or 9% total, despite a drop from 2019-2020 due to the pandemic. However, the same cannot be said across all private industries; of the 14 broad industries captured by U.S. Bureau of Economic Analysis (BEA) data,[1] eight have grown while six decreased over the five-year period from 2018-2022.
Useful Stats: The new US Census Bureau high-growth firm data set, 1978-2021
Information on the geographic distribution of innovation and entrepreneurship is not easy to tease out of many federal statistical data sets, leading regional policy often to be based on trends in all business starts or life span and size—ignoring the fact that some firms have greater impact on regional economic growth than others. The U.S. Census Bureau is well aware of the challenge and, earlier this week, released an experimental data set that allows for an examination of state-level long-term trends in the change in high-growth firms and establishments across the nation.
SSBCI 2.0: An overview of state uses of funds
This article, including the downloadable data sheet, visuals, and analysis, was updated on July 10th, 2024, to include new data from Treasury’s SSBCI Capital Program Summaries.
This article was edited on April 4th, 2024, to correct for an error in, and add to, the original data. Refer to the note at the bottom of this article for more detail.
The national picture of how 46 states, Washington, D.C., Puerto Rico, and the U.S. Virgin Islands chose to allocate $7.9 billion approved so far by the U.S. Treasury to spend through the nation’s second go at the State Small Business Credit Initiative (SSBCI) is getting clearer. Equity and venture capital programs—often important financing tools for high growth and innovation-oriented companies—have garnered approximately $2.9 billion, across 79 equity/venture capital programs, based on a Treasury-generated list of all programs and allocations and SSTI analysis of press releases. The remainder of the total approved is distributed across 110 credit support programs.
Useful Stats: High-growth firms on the decline nationwide
High-growth firms are often conflated with all other firms. Unfortunately, this tendency makes it extremely difficult to differentiate those with a higher likelihood of significantly impacting the economy and innovation.
Useful Stats: Trends in graduate students and postdocs by field of study
Graduate student enrollment and postdoctoral appointments have shifted in fields of study over the past decades, with many fields exploding in graduate enrollment and postdoctoral appointments. Computer and information sciences graduate students jumped from just 4% of all science enrollments in 1975 to nearly a quarter of the total by 2021, while engineering postdocs in biological, biomedical, and biosystems engineering jumped 5,671%– increasing from 3% in 1975 to 19% of all engineering postdocs by 2021.
Useful Stats: Undergraduate enrollment below pre-pandemic levels in 43 states, grad enrollment up in 33 states
Total postsecondary enrollment is down 5% from fall 2019 to fall 2023 due to a 6% drop in undergraduate students. While undergraduates are down, graduate students have surpassed pre-pandemic enrollment numbers by 4%. Enrollments in undergraduate and graduate certificates are up significantly from pre-pandemic values (16% and 21%), while enrollment in associate degrees are down more than any other undergraduate credential (-14%).
Useful Stats: Most sectors on a downward trend in high-growth firms
Shrinking shares of job-creating, high-growth firms across the country, the topic of SSTI’s Useful Stats column in last week’s Digest, is not being experienced within all sectors of the economy, according to analysis of the Business Dynamics Statistics of High Growth Firms (BDS-HG) experimental dataset from the Census Bureau.
Useful Stats: 40+ year trends in postgraduate science, engineering, and health
The number of graduate students in science, engineering, and health has grown from approximately 328,000 to 760,000 from 1975 to 2021, a 132% increase, according to the National Science Foundation’s (NSF) Survey of Graduate Students and Postdoctorates in Science and Engineering (GSS).
Useful Stats: State-level higher education R&D trends
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.
Useful Stats: 10-year SBIR awards by state and agency, 2013-2022
In anticipation of America's Seed Fund week on May 15-18, 2023, this article will explore the last 10 years of Small Business Innovation Research (SBIR) program award data. These data cover all 50 states, D.C., and Puerto Rico.
In anticipation of America's Seed Fund week on May 15-18, 2023, this article will explore the last 10 years of Small Business Innovation Research (SBIR) program award data. These data cover all 50 states, D.C., and Puerto Rico.
SBIR is a highly competitive awards-based program that funds small businesses to support R&D projects with potential for commercialization. Eleven federal agencies participate in the SBIR program, each with varying budgets, requirements, and goals.
Useful Stats: Impacts of the pandemic on the labor market
Availability of a new data tool developed by the Bureau of Labor Statistics (BLS) indicates that during the period surrounding the onset of the COVID-19 pandemic, there was wide variation among the states on the ratio of unemployed persons per job opening. Michigan peaked at 10.6 unemployed persons for each job opening, followed by Hawaii (10.3) and Nevada (10.2), far above most states, while others like D.C. (1.7) and Nebraska (2.1) and North Dakota (2.2) remained relatively unaffected.
US educational attainment and employment-ratios fall behind international counterparts
In 2000, the United States was among the global leaders in educational attainment, boasting the third-highest percentage of its 25- to-64-year-old population with a postsecondary degree across the 38 Organization for Economic Co-operation and Development (OECD) nations. However, over the past two decades, the U.S. has gradually slipped in the rankings, falling to ninth place by 2022 even as the percentage of the population with a postsecondary degree increased from 36% to 50%.
Educational attainment rises nationwide; differences between states widen
The educational landscape of the United States has undergone significant transformation over the past three decades, with the percentage of individuals 25 and older having earned a bachelor's degree steadily increasing since the 1990s. Nationwide, 20% of those aged at least 25 had a bachelor’s degree in 1990, while in 2021 this figure jumped to 38%. However, educational attainment varies greatly across states. Many states, such as Massachusetts, Maryland, Colorado, New Jersey, and Rhode Island, alongside 15 other states, fall above the national value of 38% in 2021.
SSTI releases Rural and Persistent Poverty Map, consistent with Build to Scale Investment Priorities
With the release of the Economic Development Administration’s (EDA) 2024 Notice of Funding Opportunity (NOFO) for its Build to Scale program, time has begun ticking towards the October 28 application deadline.
Addressing Ballooning Student Debt
Total student loan debt in the United States increased 558% from the first quarter of 2003 to the second quarter of 2024, increasing from $240 billion to $1.58 trillion, according to Federal Reserve Bank of New York data.
Why is the cost of college rising so fast?
In the last 20 years, college tuition has doubled, making tuition and required fees the major component of the rising costs of attending college. Figure 1 shows that the average tuition and fees at public four-year schools increased by 84% between the 1999-2000 and 2019-2020 academic years, far faster than the 15.7% increase in median household income during that period (note this period was chosen to avoid pandemic era swings in data).