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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.

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.

Across the nation, R&D at colleges and universities plays an important role in generating promising inventions, training our STEM talent pipeline, and supporting regional economic development. An SSTI analysis of National Science Foundation data finds that higher-education R&D (HERD) is a multi-billion dollar industry that directly employs nearly one million personnel on projects and grants in the United States. However, the locations of R&D projects and personnel differ greatly by state and region.

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).

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.

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.

Earlier this month, the Bureau of Economic Analysis (BEA) published its 2017 estimates on state-level real gross domestic product (GDP). Per-capita gross product is a useful metric because it can show a state’s relative performance against its peers and over time. SSTI has prepared a spreadsheet showing 10 years of real per capita gross product by state, as well as an interactive map showing changes over the 1-year, 5-year, and 10-year periods. As more data becomes available, a future Digest issue will cover this topic at the metropolitan level. 

The growth and intensity of higher education R&D (HERD) expenditures varies considerably across metropolitan areas, a recent SSTI analysis of National Science Foundation data finds. New York ($4.3 billion), Boston ($3.2 billion), and Baltimore ($2.9 billion) had the highest overall levels of HERD expenditures in 2016. In that same year, Ithaca, New York (19.1 percent), State College, Pennsylvania (9.5 percent), and College Station, Texas (9.4 percent) had the highest levels of HERD intensity – measured as the share of HERD expenditures to gross metropolitan product.

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.

Every state government invested at least $1.0 million in research and development in FY 2017, according to recent data from the National Science Foundation’s National Center for Science and Education Statistics. During the three-year period from FY 2015 to FY 2017, California ($551.8 million per year), New York ($403.2 million per year), and Texas ($244.9 million per year) state governments averaged the most R&D expenditures. In FY 2017, these three states accounted for 49.8 percent of the national total, up from 45.6 percent of the total invested by state governments in 2012.

One of the best ways to measure the effectiveness of state programs intended to encourage the success of SBIR applications is the approval-rate of their submissions. Although this data has been historically unavailable across every federal agency, it is now accessible for the National Institutes of Health (NIH), the second largest provider of SBIR/STTR awards, according to a 2018 Digest report. The NIH distributed $446.2 million in SBIR/STTR awards in 2017, with every state except North and South Dakota receiving an award. Although California and Massachusetts had the most successful SBIR/STTR applications in 2017, accounting for roughly one-third of the total when combined, neither state ranked among the top 10 in success rate. NIH SBIR/STTR applications in Oregon (29 percent success rate), Vermont (25 percent success rate), and Wisconsin (23 percent success rate) were the most likely to be approved over the ten-year period from 2008 to 2017. Each of these states, as well as many others with high success rates, offer assistance with proposals such as technical support programs and Phase 0 grants.

For the first time, the U.S. Bureau of Economic Analysis has released prototype gross domestic product (GDP) data at the county level. This preliminary data, which includes the years 2012 to 2015, provides a granular look at county-level productivity. Furthermore, standardizing this data by population – GDP per capita – makes it a useful metric for comparing counties over time and across the country.  From 2012 to 2015, per capita GDP grew in 82 percent of counties.

Higher education R&D expenditures (HERD) grew by 38.9 percent from 2008 to 2017, an increase of more than $21 billion, according to an SSTI analysis of recently released data from the National Science Foundation’s National Center for Science and Engineering Statistics. From 2016 to 2017, HERD grew by $3.8 billion, the largest year-over-year increase since 2010-2011.

Since 2011, more than half of the nation's new investment in business research and development has come from California companies, and more than three-quarters has come from the top five states, according to an SSTI analysis of recently released NSF data.

Across the country, there are nearly 6.9 million scientists and engineers, representing 4.8 percent of the nation’s workforce. There are 20 states having at least 100,000 workers in these occupations. Scientists and engineers are concentrated around the nation’s capital, making up the largest share of the workforce in Washington D.C., Maryland, and Virginia. From 2003 to 2017, the number of scientists and engineers grew the fastest in Arkansas, North Dakota, and Utah.

State and local governments invested $3.8 billion in R&D at institutions of higher education in FY 2015, with the top ten states accounting for $2.3 billion – roughly 59.4 percent of overall spending, according to an SSTI analysis of NSF data. From FY 2011 to FY 2015, total spending remained relatively unchanged (0.1 percent decrease). Over that same period, colleges and universities in 25 states reported increased expenditures from state governments, while 25 and the District of Columbia reported declines.

NVCA and PitchBook released Venture Monitor 3Q 2018 this week. The highlight data point in the report is that total U.S. venture capital investment in 2018 is on pace to break $100 billion for the year — and, in fact, to break $110 billion. At the same time, deal volume is on pace to be at the lowest level since 2012, with just 6,583 deals reported to date in 2018.

Companies employing more than 5,000 people represent nearly two-thirds (63.9 percent) of all business R&D in the United States, according to an analysis of NSF’s Business Research, Development, and Innovation Survey (BRDIS). With the recent release of more detailed numbers and to expand on a Useful Stats report from earlier this year, this analysis focuses on business R&D by company size.

Federal funding for S&E R&D grew by $7.2 billion from 2002 to 2016, reaching more than $31.6 billion. This represents a 29.4 percent increase during the period, or approximately 2.0 percent per year, according to an SSTI analysis of data from the National Science Foundation’s National Center for Science and Engineering Statistics.

Real personal income — a measure of purchasing power that connects income to costs — has grown within states at an average rate of 1.5 percent per person since 2012, according to data from the Bureau of Economic Analysis. The average American’s experienced income growth, however, appears to vary wildly depending on location.

Note: this article has been updated.

Last week, SSTI looked at recently released data on venture capital dollars and deals by state, finding that total investment has skyrocketed but remains heavily concentrated in a few markets. This week we examine this data through two additional lenses: VC investment intensity and VC investment per technology startup.

Over the five-year period from 2012 to 2017, as total venture capital investments more than doubled, growing from $41.2 billion to $84.0 billion, the number of deals increased by just 2.7 percent according to new data from the NVCA-Pitchbook Venture Capital Monitor. In 2017, more than half of all venture capital deals and three-quarters of all venture capital dollars went to companies in California, New York, and Massachusetts in 2017.

Last week, SSTI examined the geography of “America’s Seed Fund,” the SBIR/STTR awards, on a state-by-state basis. A look at how the more than 25,500 awards were distributed at the regional level over the five-year period from 2013 to 2017 yields additional insight. The metropolitan areas with the largest concentrations of SBIR/STTR awards include knowledge hubs with large universities and access to federal R&D, such as Boston, Los Angeles, and Washington D.C.

The SBIR/STTR program, which dubs itself as “America’s Seed Fund,” is one of the broadest forms of early-stage capital available to small technology companies. During the five-year period from 2013 to 2017, the 11 federal agencies participating in the SBIR/STTR program distributed 25,524 awards. Using charts, maps, and a downloadable spreadsheet, this Digest article looks at trends in SBIR/STTR awards by state over the period, including the companies with the most awards and states where SBIR/STTR awards outnumber VC deals.