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: Female founders and VC, an overview
The measurements for success of female-founded and female-co-founded companies, while improving, remain lower than male-founded companies in number, deal count, and capital invested, according to PitchBook’s 2023 Annual US VC Valuations Report. PitchBook found that female-only-founded startups received just 2% of all venture capital (VC) dollars in 2023, while those female-co-founded reached 21% that year—a record high.
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: 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: 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: 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: 10-year analysis of NSF EPSCoR state HERD, FY 2012-2021
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.
Useful Stats: 5-year analysis of per capita personal income, 2018-2022
A new Bureau of Economic Analysis (BEA) release shows that over the past five years of available data (2018-2022), nationwide per capita personal income increased by 21.64%, rising from $53,786 to $65,423, with an average yearly percentage change of +5.04%.
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.
Useful Stats: 20-Year Change in US Real GDP per capita, 2002-2021
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).
Useful Stats: NIH SBIR/STTR application success rates & trends, FY 2012-2021
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.
Useful Stats: Business applications trending up, share of high-propensity applications trending down, 2005-2023
Business applications have greatly increased over the last two decades, jumping 119% from 2005 to 2023. However, the rate of high-propensity business applications—applications identified by the Census Bureau as having higher likelihoods of turning into businesses with payroll—have decreased as a share of all applications every year since 2005, despite having grown 22% over the same period.
Useful Stats: Sectoral breakdown of total and high-propensity business applications, 2005-2023
Led by increases in retail trade and professional, scientific, and technical services, the number of annual business applications nationwide has increased 119%, or nearly three million, from 2005 to 2023. However, the share of applications classified as high-propensity, or those more likely to result in businesses with a payroll, has decreased in all but the health care and social assistance sector, leading to a 26-percent point drop (58% to 32%) over the same period.
Useful Stats: Female-founded companies lag in VC funding, more likely to receive VC deals in earlier than later stages, 2014-2023
While the growth of female-founded and co-founded companies has increased at a faster rate than those of male-founded and co-founded and mixed gender founded companies, it is still a smaller amount than the other two. Additionally, these companies are more likely to receive a higher proportion of deals occurring earlier in the VC pipeline.
Useful Stats: Net worth surges 37% coming out of the pandemic; entrepreneurs lead
Coming out of the COVID-19 pandemic, the median net worth of Americans jumped an inflation-adjusted 37%, from approximately $141,000 to $192,000, representing the largest increase reported across available data from the Federal Reserve’s Survey of Consumer Finances (SCF). Breaking net worth down into its two main components, assets and debts, shows that while debts have increased, the sharp rise in assets—both financial and nonfinancial—has driven these numbers.
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: 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: Age, Income, and Educational Attainment in 2022
The United States boasts the world’s largest economy and is home to many of the most prestigious, highly ranked universities across the globe, leading to a highly educated population. Overall, advanced education pays off in terms of personal earnings and national innovation. Factors like field of study, skills, and job demand can greatly affect earning potential.
Useful Stats: A look at the H-1B visa program by industry, employer and state
As the U.S. does not have a “skilled worker” visa like many other countries, the H-1B program is one of the only accessible ways for domestic employers to hire foreign, nonimmigrant labor in specialty occupations. The current statutory limit on new H-1B visas is 65,000 per fiscal year, with an additional 20,000 available for foreign individuals who have graduated with a master’s or doctoral degree from an institution of higher education within the U.S.
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: R&D in nonmanufacturing industries closing gap with manufacturing industries, SSTI analysis of NSF data finds
The 2021 BERD dataset reveals the highest level of business R&D spending on record. Since 2015, R&D expenditures have increased by 69% from $356 to $602 billion, representing an average annual growth of $41 billion or 9%. But what industries are contributing the most to this trend?
Useful Stats: Initial Public Offering (IPO) totals and trends from fiscal years 2019-2022
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.