Useful Stats

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.

Economies differ greatly from state to state, in terms of size and composition. This edition of Useful Stats uses U.S. Bureau of Economic Analysis (BEA) data[1] to explore a breakdown of changes in industry gross domestic product (GDP) for each state and Washington, D.C. over the 5 years from 2018 to 2022, which provides a snapshot of state’s economies prior to and after the pandemic.

Income inequality in the U.S. has increased from 2006 to 2022, according to American Community Survey (ACS) data. While it’s increased in the nation as a whole, it decreased in North Dakota, Washington, Hawaii, Nebraska, and Montana from 2018 to 2022. New York and Washington, D.C. lead the nation in income inequality. This edition of Useful Stats explores state-level Gini index data from the U.S. Census Bureau’s ACS, analyzed by the State Health Access Data Assistance Center (SHADAC) at the University of Minnesota.

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. Between these deals, just $170.6 billion was invested, a drop of $71.6 billion from 2022 and $177.4 billion from 2021.

It is important to note that PitchBook continuously identifies new deals and updates their datasets, often leading towards an increase in deals and values over time. Thus, older datasets are often more complete, which may cause direct comparisons between more recent and older years to not provide an accurate picture of the venture landscape.

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.

The Annual Business Survey (ABS), cosponsored by the National Center for Science and Engineering Statistics (NCSES) and the Census Bureau, collects data on U.S. microbusinesses that perform or fund R&D. ABS is a fairly new survey, with the first data year dating back to 2017, and has experienced changes to its methodology between certain data releases. Refer to the ABS methodology for more information.

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.

This edition of Useful Stats explores Higher Education Research and Development (HERD) Survey data from the newest fiscal year (FY) 2022 data release. Specifically, a state and institution-level look at HERD expenditures over the last decade of available data will be conducted to explore any trends.

State-level trends in HERD

Research and development (R&D) expenditures neared $100 billion across the U.S. in FY 2022, a 9% increase from FY 2021’s $89.8 billion and a 46% increase from FY 2013’s $67.1 billion.

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. For example, Health and Human Services (HHS) has long been the largest contributor of funding into higher education R&D, which is reflected in life sciences being the R&D field with the most significant funding levels.

This edition of Useful Stats uses higher education research and development (HERD) survey data at the R&D field level to explore where the nearly $100 billion in R&D expenditures is going.

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%.

This edition of Useful Stats explores the most recent Higher Education Research and Development (HERD) Survey release of 2022 data. Specifically, this article uses data from the past ten years of HERD in current and inflation-adjusted dollars, alongside a breakdown of HERD by the source of funds.

HERD over the past decade

Over the past decade, higher education R&D expenditures have increased by an average of 4% per year. HERD expenditures have increased every year since FY 2013, while the most recent years, from FY 2021-2022, had the most significant increase at 9%.

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). This edition of Useful Stats will explore NSF National Center for Science and Engineering Statistics (NCSES) and National Science Board (NSB) education data, specifically data on S&E associate and bachelor’s degrees, and the S&E workforce supplied by the educational systems.

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.

Led by the Office of Innovation and Entrepreneurship, Build to Scale is designed to increase regional capacity, strengthening ecosystems that equitably and inclusively support technology-based economic development (TBED) practices. Applicants propose projects designed to support entrepreneurs and/or technology acceleration in the program’s Venture Challenge or to develop and support risk capital initiatives in the Capital Challenge (originally Seed Fund Support). More information on the Challenges and their structures can be found here.

Despite a $4.1 trillion increase in annual output since 1987, manufacturing industries in the United States have been declining in both their labor productivity and share of output. The Bureau of Labor Statistics’ labor productivity (output per hour) index, tied to 2012 values, for manufacturing industries has dropped by nearly five points since its all-time high of over 101 in Q2 2013.

This edition of Useful Stats explores the Bureau of Labor Statistics’ (BLS) Office of Productivity and Technology (OPT) data on industry productivity, focusing on manufacturing industries. First, the total industry output in millions of USD is examined, then a labor productivity (output per hour) index breakdown of manufacturing industries.

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. This limit has led to a much higher demand than can be supplied, leaving some industries with less H-1B workers than they may have hoped.

Since 2009, the industry with the most approved H-1B visas has been the Professional, Scientific, and Technical Services industry (NAICS 54), accounting for half of the total initial approvals each year on average. Educational Services (NAICS 61) and Manufacturing (NAICS 31-33) historically follow behind at an average share of 10% each per year.

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? The growth of business R&D in nonmanufacturing industries has far outpaced that of manufacturing industries since 2016, with an average growth of 15% per annum, compared to 6% for manufacturing industries. Nonmanufacturing R&D expenditures have been driven by massive increases in the information sector, among other industries, while chemicals—specifically pharmaceuticals and medicines—have led manufacturing. While nonmanufacturing industries have higher growth rates in their R&D expenditures, they still lag behind manufacturing industries in actual expenditures, but the gap is rapidly closing.