useful stats
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 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: Higher Education R&D expenditures by state and field, 2019
Given higher education’s role in generating the 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 NSF’s recently updated Higher Education R&D (HERD) survey, finding that most states, although not all, experienced growth in HERD expenditures from 2018 to 2019.
Given higher education’s role in generating the 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 NSF’s recently updated Higher Education R&D (HERD) survey, finding that most states, although not all, experienced growth in HERD expenditures from 2018 to 2019. This analysis also examines 2019 state HERD expenditures by R&D field, finding that life sciences accounted for the lion’s share of HERD spending in every state except Alaska, typically followed by either engineering; the physical sciences; or the geological, atmospheric, and ocean sciences.
SSTI examines state R&D investment as a share of state GDP, 2009-2018
Industry investment in research and development (R&D) indicates, literally, how invested each state’s businesses are in creating new products and processes. To better-understand industry’s commitment to innovation, business R&D can be viewed as a percentage of each state’s private sector gross domestic product (GDP), providing a measure of research intensity. This measure highlights substantial differences in the orientation of states’ businesses toward research, with some states seeing an investment rate of less than 1 percent while others are above 5 percent.
Useful Stats: Top industries by contribution to county GDP, 2019
This week’s edition of Useful Stats examines the contributions to county-level GDP in 2019 by industry group. Specifically, this analysis identifies the industries that contributed the most to the economic output of each county in 2019, finding that the real estate and rental and leasing; manufacturing; and government and government enterprises 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.
Useful Stats: Annual change in county GDP per capita, 2018 to 2019
A large majority (nearly 87 percent) of U.S. counties showed growth in their gross domestic product (GDP) from 2018 to 2019, according to an SSTI analysis of data from the U.S. Bureau of Economic Analysis (BEA). GDP is the measure for the total value of goods and services produced in an area, and is one of the primary economic indicators used by researchers and policymakers. This edition of Useful Stats examines the recently updated (BEA) data and provides an analysis of 2019 total county GDP, 2019 county GDP per capita, and the percent change in each measure from 2018 to 2019.
A large majority (nearly 87 percent) of U.S. counties showed growth in their gross domestic product (GDP) from 2018 to 2019, according to an SSTI analysis of data from the U.S. Bureau of Economic Analysis (BEA). GDP is the measure for the total value of goods and services produced in an area, and is one of the primary economic indicators used by researchers and policymakers. This edition of Useful Stats examines the recently updated (BEA) data and provides an analysis of 2019 total county GDP, 2019 county GDP per capita, and the percent change in each measure from 2018 to 2019.
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: 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: PhD recipients in science and engineering by state
An important element of a region’s innovation community is its knowledge capital, and one way to try to determine a locality’s knowledge capital is to examine the number of individuals receiving research-based doctorate degrees in the science and engineering (S&E) fields. The National Science Foundation (NSF) recently updated their Survey of Earned Doctorates with data for the 2018-2019 academic year.
An important element of a region’s innovation community is its knowledge capital, and one way to try to determine a locality’s knowledge capital is to examine the number of individuals receiving research-based doctorate degrees in the science and engineering (S&E) fields. The National Science Foundation (NSF) recently updated their Survey of Earned Doctorates with data for the 2018-2019 academic year. For the period ranging from July 1, 2018 to June 30, 2019, the number of total PhDs awarded increased nationally by 1.1 percent over the previous academic year to 55,703. The update also shows that the number of degrees awarded to recipients in S&E fields was 42,980. SSTI’s analysis explores the total number of S&E PhDs awarded per state, as well as the number of S&E PhDs per 100,000 state population.
Useful Stats: Agency SBIR/STTR awards by state, 2009-2019
Consideration of a state’s trends in the distribution of SBIR awards by federal agency may help program leaders and policy makers optimize the design and performance for state and regional support of innovation-based startups. For instance, knowing which federal agencies provide the dominant share of awards in a state can inform a program’s marketing and outreach efforts, and, more importantly for the startups being assisted, it can guide recruiting the right mix of mentors and knowledge assets to a program’s technical assistance capabilities.
Consideration of a state’s trends in the distribution of SBIR awards by federal agency may help program leaders and policy makers optimize the design and performance for state and regional support of innovation-based startups. For instance, knowing which federal agencies provide the dominant share of awards in a state can inform a program’s marketing and outreach efforts, and, more importantly for the startups being assisted, it can guide recruiting the right mix of mentors and knowledge assets to a program’s technical assistance capabilities. The data also can inform efforts to attract investors and potential customers with similar alignment of interests with companies in a state’s SBIR portfolio. SSTI’s focus this week on the agency distribution of SBIR awards by state over the past decade reveals some interesting insights. Next week we will take a deeper dive into the data and examine awardee distribution trends at the regional level.
An exclusive SSTI analysis reveals that for the 10-year period from 2009 to 2018, two federal agencies were the top contributors to SBIR/STTR spending in every state and the District of Columbia. The Department of Defense (DoD) accounted for the greatest SBIR/STTR spending in 29 states while the Department of Health and Human Services (HHS) was the greatest funder in 22 states. This trend remains the same when including 2019 award data, although it is important to note that as of the writing of this article, DoD’s complete 2019 SBIR/STTR data was not available.

