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.

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.

In last week’s Digest, SSTI looked at several macro venture capital (VC) trends, this week’s Useful Stats article focuses on regional trends as well as provides downloadable VC stats by state by quarter from Q1 of 2016 to Q2 of 2018. The data includes median VC deal size, VC deals, and VC dollars invested.

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.

According to the most recent U.S. Bureau of Economic Analysis state personal income data, national per capita income grew 4.0 percent from 2015 to 2016, and growth since 2012 is at 12.0 percent. States are experiencing this growth disparately, however, with five-year growth rates ranging from -0.6 percent (North Dakota) to 17.6 percent (California). Over this period, few states experienced significant changes in their performance relative to their peers — just four states moved more than five rankings — but shifts between income quintiles and variable growth rates suggest that more movement will be witnessed over the next few years.

The number of companies receiving venture capital investments during the first quarter of 2017 dropped 24 percent compared to a year ago, according to the latest NVCA-Pitchbook Venture Capital Monitor, released Tuesday.  Venture capitalists also parted with 12 percent less money during the quarter, suggesting to the report’s authors that 2017 is on pace to compare to 2013 levels.

Once again, more than three-quarters of U.S. venture capital (VC) dollars went to companies in California, New York and Massachusetts in 2016, according to data from the PricewaterhouseCoopers (PwC)/CB Insights’ Moneytree Report Explorer. Approximately 53.3 percent of all VC capital went to California companies, down nearly 4.4 percent from the states peak in 2014 (57.7) and down 3.9 percent from 2015.

Every state and the District of Columbia experienced real GDP growth in the fourth quarter of 2016, according to the latest estimates released by the U.S. Bureau of Economic Analysis. The positive news means only energy-dependent Alaska, North Dakota and Wyoming saw real GDP fall over the year compared to the end of 2015. Experiencing growth of more than 5 percent between 2015 and 2016 were the District of Columbia, Nevada, Utah and Washington.

More than 46 million Americans, nearly 15 percent of the population, lived in poverty in 2015, according to the U.S. Census Bureau’s Small Area Income and Poverty Estimates. Compared against census data for 1999, more than 2,500 of the country’s 3,100-plus counties saw their rate increase. In 2015, 753 counties had a poverty rate of at least 20 percent — and 415 of these counties have been above this threshold in census data dating back to at least 1989.

U.S. companies continue to emphasize innovation, as private performance of R&D increased for the fourth consecutive year, according to recently released data from the National Science Foundation. In total, U.S. businesses performed 6.7 percent more R&D in 2013 than in 2012, according to the data, and nearly 19 percent more R&D from 2010 to 2013. Combined, the top 10 states performed approximately two-thirds (65.3 percent) of all private research and development in the United States, led by California, whose $89.4 billion in corporate R&D performance accounted for 27.7 percent of the national total.

Nearly half of the U.S. states and the District of Columbia saw a 10 percent or greater increase in higher education R&D expenditures from FY 2010 to FY 2015 with five of those states (Connecticut, Georgia, Massachusetts, Nebraska, and Utah) seeing at least a 20 percent change, according to the National Science Foundation’s (NSF) Higher Education Research and Development (HERD) survey for 2015. Between FY10-15 overall U.S. research and development (R&D) spending at U.S.

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.

Between 2010 and 2015, the vast majority of metro areas experienced growth in gross metropolitan product (GMP), led by energy-intensive regions such as Odessa, TX, and Bismarck, ND, according to an SSTI analysis of recently released data from the U.S. Bureau of Economic Analysis (BEA). The Elkhart, IN, and San Jose, CA, metropolitan areas experienced the largest increase in GMP per capita over the same period.

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 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.

For decades, state and local economies have leaned heavily on their anchor institutions during times of economic uncertainty and transition. An analysis finds that total employment in “Eds and Meds” industries increased in every state from 2005 to 2015. This article breaks down the growth and geography of Eds and Meds employment at the state level, while next week’s issue of the Digest will explore this data by metropolitan area.

Last week, The Digest covered newly released data from the National Science Foundation’s National Center for Science Education Statistics, which found that for the first time in five years, federal funding for higher education research and development increased in both current and constant dollars.

Note: this article has been updated.

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.

As explored in last week’s Digest, the presence of Eds and Meds institutions can positively influence the levels of human capital in a region, but the need to keep costs low can hinder their overall growth. SSTI’s analysis subsequently found that employment in Eds and Meds industries increased in every state from 2005 to 2015. This article looks at Eds and Meds employment for the largest metropolitan areas in the United States. Mid-sized regions in the Northeast like Rochester, New York (4.4 percentage points), New Haven, Connecticut (2.9 percentage points), and Harrisburg, Pennsylvania (2.3 percentage points) experienced the largest growth in per-capita employment in Eds and Meds industries between 2010 and 2015.