Useful stats: Later-stage VC has a banner year, uncertainty about early stages
Deals raising at least $50 million grew by nearly one-quarter in 2020, driving an additional $18 billion in deal value to a new record of $156 billion invested. This data, from the PitchBook-NVCA Venture Monitor, suggests that the total venture capital market will see a slight decline in investment deals overall from 2020.[1] This slip in deal activity is driven by what is currently an 11 percent decline in seed or angel deals and a 20 percent decline in early venture capital deals.
Useful Stats: Educational Attainment by Metropolitan Area (2007-2017)
For states and metropolitan areas across the country, cultivating a skilled and educated workforce is a critical part of economic development. In 2017, metropolitan areas anchored by major research universities – regions like Boulder, Ann Arbor, and Corvallis – had the highest share of adults 25+ with at least a bachelor’s degree, according to an SSTI analysis of recent census data.
Useful stats: Educational attainment across the states, 2000-2017
From 2000 to 2017, the share of the U.S. population with a bachelor’s degree (or higher) increased from 24 percent to 31 percent. Meanwhile, the share of the population with a high school education (or less) decreased from 48 percent to 40 percent. All states experienced these directional changes in educational attainment. State performance relative to other states was relatively static, particularly for those performing best and worst in 2000, with few changes in the rankings of states by share of the population with a bachelor’s degree.
Useful Stats: Distribution of R&D performance by state
Nearly three-quarters of all research and development was performed by the private sector in fiscal year 2016, though this share differed greatly across the states, according to an SSTI analysis of recently released data from the National Science Foundation’s National Center for Science and Engineering Statistics (NSF NCSES).
Useful Stats: Sources of funds for R&D at colleges and universities, by state
Outside of the private sector, colleges and universities perform the vast majority of R&D in the United States – but where do these funds come from? An SSTI analysis of data from the National Science Foundation’s National Center for Science and Engineering Statistics (NSF NCSES) finds that, across the country, the federal government was the source of more than half (53.5 percent) of all R&D performed at colleges and universities in 2017. Institutional funds (25.1 percent), nonprofit organizations (6.8 percent), businesses (5.9 percent), state and local governments (5.6 percent), and other sources (3.0 percent) comprised the remaining sources of higher education R&D funding. The interactive chart below shows the breakdown of funding sources for research and development at colleges and universities for each state.
Useful stats: Labor force participation and employment by state and metro status, 2013-2017
The U.S. unemployment rate is near its 50-year low, but the portion of the population in the labor force is also near a 40-year low.
Useful Stats: VC investments nearly triple in past six years; 31 states outperformed 5-year average for dollars invested in 2018
Over the six-year period from 2013 to 2018, as total venture capital investments nearly tripled, growing from $47.5 billion in 2013 to nearly $131 billion in 2014, the number of deals increased by just 13.5 percent according to new data from the NVCA-PitchBook Venture Capital Monitor. The $131 billion in total VC investments in 2018 is the largest amount since PitchBook began tracking the data in 2006 and the first year since the height of the dot-com boom that annual capital investment eclipsed $100 billion.
Useful Stats: NSF SBIR Success Rates by State (2008-2017)
The National Science Foundation (NSF), the fifth largest distributor of SBIR awards among federal agencies, received more than 20,000 proposals over the decade long period from 2008 to 2017, approving more than 3,600 (16.8 percent), according to an SSTI analysis of NSF data. NSF SBIR awards are the least concentrated of all federal agencies, as measured by share of awards going to firms with more than 10+ awards.
Useful Stats: Post-recession GDP recovery by state, 2000-2019
As the world begins to emerge from the “Great Lockdown” and governments increasingly turn their efforts towards reopening economies, many will look to past recessions for lessons on recovery. This edition of Useful Stats examines the rate of real GDP recovery by state following the recessions of 2001 and 2008.
Useful Stats: Growth in metropolitan per capita income, 2009-2018
The largest increases in per capita income for metropolitan and micropolitan statistical areas (MSAs) within the United States have occurred primarily within the Western, Mountain and Great Lakes states, according to data recently released by the Bureau of Economic Analysis. Nearly every MSA experienced greater income levels in 2018 when compared to their 10-year average.
Useful Stats: Higher Ed R&D intensity by metro, 2019
Metropolitan areas in the U.S. with fewer than 370,000 residents are more likely to be more economically reliant on R&D performed by colleges and universities than larger metros, according to new SSTI analysis. Three data points are used to consider how R&D at institutions of higher education is impacting a region’s economy: NSF’s Higher Education R&D (HERD) data on expenditures at individual institutions; metro area Gross Domestic Product (GDP) data from the Bureau of Economic Analysis; and population estimates from the Census Bureau.
Metropolitan areas in the U.S. with fewer than 370,000 residents are more likely to be more economically reliant on R&D performed by colleges and universities than larger metros, according to new SSTI analysis. Three data points are used to consider how R&D at institutions of higher education is impacting a region’s economy: NSF’s Higher Education R&D (HERD) data on expenditures at individual institutions; metro area Gross Domestic Product (GDP) data from the Bureau of Economic Analysis; and population estimates from the Census Bureau. The resulting analysis shows that despite larger metro areas producing a greater total amount of HERD, they are typically less reliant on these expenditures directly powering their economies.
Useful Stats: SBIR awards per 1,000 innovation research establishments by state, 2019
States often estimate their participation in the Small Business Innovation Research (SBIR) program by counting the number of awards made, total of award value, or (when available) the success rate of applications in their state. In this edition of SSTI Useful Stats, we attempt to go beyond these measures to estimate states’ untapped potential for capturing future SBIR awards. This creates a baseline proxy for tailoring and assessing a state’s outreach and support activities.
States often estimate their participation in the Small Business Innovation Research (SBIR) program by counting the number of awards made, total of award value, or (when available) the success rate of applications in their state. In this edition of SSTI Useful Stats, we attempt to go beyond these measures to estimate states’ untapped potential for capturing future SBIR awards. This creates a baseline proxy for tailoring and assessing a state’s outreach and support activities.
Useful Stats: Higher Ed R&D expenditures and personnel in nonmetropolitan areas, 2019
Although the nation’s nonmetropolitan economies are less reliant on the R&D activity performed by institutions of higher education than the economies of urban areas, researchers in some rural areas show levels of higher education R&D (HERD) expenditures per R&D employee that are on par, or even exceed, their urban counterparts. Policy makers may wish to consider and prioritize the relative “outsized” importance of HERD funding and related research personnel in future policy decisions and public investments that are geared toward select smaller communities and rural places.
Useful Stats: Doctorate recipient labor force and R&D activities by field, 2015-2019
The overall employment outlook for the recipients of doctorate degrees earned at U.S. institutions has improved from 2015 to 2019, while the research activities conducted by these highly trained and educated individuals has started to shift away from basic and applied research activities towards activities focused on design and development. Doctorate recipients play an essential role in developing the knowledge base leveraged in creating new technologies and companies in the innovation economy.
The overall employment outlook for the recipients of doctorate degrees earned at U.S. institutions has improved from 2015 to 2019, while the research activities conducted by these highly trained and educated individuals has started to shift away from basic and applied research activities towards activities focused on design and development. Doctorate recipients play an essential role in developing the knowledge base leveraged in creating new technologies and companies in the innovation economy. Understanding the employment trends of this vital group can help in crafting programs and policies to strengthen local innovation economies.
Useful Stats: State business R&D performance paid for by companies, 2009-2018
A thriving innovation economy requires a robust R&D enterprise — with participation by academia, government, and the private sector. 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 bringing innovative technologies to market.
A thriving innovation economy requires a robust R&D enterprise — with participation by academia, government, and the private sector. 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 bringing innovative technologies to market. Using data from the recent release of the National Science Foundation’s 2018 Business Enterprise R&D Survey, this SSTI analysis shows that while total R&D performed domestically by private companies in 2018 increased over 2017, as did the share of the R&D that was paid for by companies, this was not the case for all states.
Useful Stats: SBIR application success rates decreased from FY 2019 to FY 2020 at National Institutes of Health
An SSTI data analysis finds that in FY 2020, small businesses were less successful in obtaining Small Business Innovation Research (SBIR) and Small Business Technology Transfer (STTR) funding from the Department of Health and Human Services (HHS) — particularly from the National Institutes of Health (NIH) — than they were in FY 2019.
An SSTI data analysis finds that in FY 2020, small businesses were less successful in obtaining Small Business Innovation Research (SBIR) and Small Business Technology Transfer (STTR) funding from the Department of Health and Human Services (HHS) — particularly from the National Institutes of Health (NIH) — than they were in FY 2019. NIH provides more funding to the SBIR/STTR program in total than the other participating civilian agency combined, and is also the top funder of the program within most states among the civilian agencies. As such — and with the approaching June 4 deadline for applications to the Federal And State Technology (FAST) Partnership Program — organizations dedicated to supporting technology startups and bolstering local innovation economies should consider how to better assist companies prepare and submit quality SBIR/STTR applications to NIH while designing outreach, education, technical assistance, mentorship, and other entrepreneurial support programs.
Useful Stats: Federal R&D obligations by state and agency, 2019
The level of federal R&D funding within a state can have important implications for local innovation economies. As such, understanding the amount of federal R&D funding and which agencies provide that funding within a state can help regional innovation leaders in designing and implementing programs and policies. This edition of Useful Stats explores NSF’s recently updated data on federal R&D funding obligations in 2019 by state and agency.
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: BERD expenditures jump 12%, topping $600 billion in 2021
Despite the pandemic and accompanying global economic slowdown in 2020 and 2021, U.S. business spending on research and development (R&D) activities increased by nearly $65 billion (12%), rising from $538 billion in 2020 to $602 billion in 2021. This increase was led by a $61 billion, or 13% increase, in R&D paid for by the company, compared to a $3 billion, 5% increase, in R&D paid for by others.
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 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: 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: 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: 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: Microbusinesses executed $6.1 billion of domestic R&D in 2021
In 2021, U.S. microbusinesses reported $8.1 billion in research and development (R&D) expenditures, of which the microbusinesses themselves performed 75% ($6.1 billion) The $6.1 billion in microbusiness-performed R&D represents an increase of 9% over the prior year and 17% since 2019. Microbusinesses are those with nine or fewer employees.