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Displaying 1 - 10 of 10
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Useful Stats: Sectoral breakdown of total and high-propensity business applications, 2005-2023

Thursday, June 13, 2024

Led by increases in retail trade and professional, scientific, and technical services, the number of annual business applications nationwide has increased 119%, or nearly three million, from 2005 to 2023. However, the share of applications classified as high-propensity, or those more likely to result in businesses with a payroll, has decreased in all but the health care and social assistance sector, leading to a 26-percent point drop (58% to 32%) over the same period.

  • Read more about Useful Stats: Sectoral breakdown of total and high-propensity business applications, 2005-2023

Useful Stats: Business applications trending up, share of high-propensity applications trending down, 2005-2023

Friday, May 24, 2024

Business applications have greatly increased over the last two decades, jumping 119% from 2005 to 2023. However, the rate of high-propensity business applications—applications identified by the Census Bureau as having higher likelihoods of turning into businesses with payroll—have decreased as a share of all applications every year since 2005, despite having grown 22% over the same period.

  • Read more about Useful Stats: Business applications trending up, share of high-propensity applications trending down, 2005-2023

Useful Stats: Undergraduate enrollment below pre-pandemic levels in 43 states, grad enrollment up in 33 states

Thursday, February 22, 2024

Total postsecondary enrollment is down 5% from fall 2019 to fall 2023 due to a 6% drop in undergraduate students. While undergraduates are down, graduate students have surpassed pre-pandemic enrollment numbers by 4%. Enrollments in undergraduate and graduate certificates are up significantly from pre-pandemic values (16% and 21%), while enrollment in associate degrees are down more than any other undergraduate credential (-14%).

  • Read more about Useful Stats: Undergraduate enrollment below pre-pandemic levels in 43 states, grad enrollment up in 33 states

Useful Stats: Trends in graduate students and postdocs by field of study

Thursday, February 15, 2024

Graduate student enrollment and postdoctoral appointments have shifted in fields of study over the past decades, with many fields exploding in graduate enrollment and postdoctoral appointments. Computer and information sciences graduate students jumped from just 4% of all science enrollments in 1975 to nearly a quarter of the total by 2021, while engineering postdocs in biological, biomedical, and biosystems engineering jumped 5,671%– increasing from 3% in 1975 to 19% of all engineering postdocs by 2021.

  • Read more about Useful Stats: Trends in graduate students and postdocs by field of study

Useful Stats: Is US manufacturing productivity on a decline? A detailed look at BLS OPT data.

Thursday, November 2, 2023

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.

  • Read more about Useful Stats: Is US manufacturing productivity on a decline? A detailed look at BLS OPT data.

Useful Stats: BERD expenditures jump 12%, topping $600 billion in 2021

Thursday, October 5, 2023

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.

  • Read more about Useful Stats: BERD expenditures jump 12%, topping $600 billion in 2021

Useful Stats: Age, Income, and Educational Attainment in 2022

Wednesday, September 27, 2023

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.

  • Read more about Useful Stats: Age, Income, and Educational Attainment in 2022

Useful Stats: Regional VC trends, VC deals & dollars by state by quarter (Q1’16 to Q2’18)

Thursday, July 19, 2018

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.

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.

While the five West Coast states (Alaska, California, Hawaii, Oregon, and Washington) continue to dominate the VC landscape with approximately $17 billion invested over 751 deals in Q2 of 2018, the New York City MSA has seen an increase in its share of VC deals (12.8 percent through Q2 of 2018) – up from 11.4 percent for 2017, according to the 2Q 2018 PitchBook-NVCA Venture Monitor. These findings highlight the long-standing trend that the U.S. VC market remains concentrated on the coasts with approximately 71 percent of deals and nearly 88 percent of VC dollars going to the West Coast states, the Mid-Atlantic states, and the New England states. The map below from the 2Q 2018 PitchBook-NVCA Venture Monitor provides a regional breakdown of both deals and dollars.

  • Read more about Useful Stats: Regional VC trends, VC deals & dollars by state by quarter (Q1’16 to Q2’18)

Useful Stats: 5-year analysis of per capita personal income, 2018-2022

Thursday, April 13, 2023

A new Bureau of Economic Analysis (BEA) release shows that over the past five years of available data (2018-2022), nationwide per capita personal income increased by 21.64%, rising from $53,786 to $65,423, with an average yearly percentage change of +5.04%.

  • Read more about Useful Stats: 5-year analysis of per capita personal income, 2018-2022

Useful Stats: 10-year analysis of NSF EPSCoR state HERD, FY 2012-2021

Thursday, April 6, 2023

This article was edited on April 19th, 2023, to correct for an error in the original data analysis.

The objective of the Established Program to Stimulate Competitive Research (EPSCoR) is to help states receiving the least amount of federal research and development (R&D) funds within their postsecondary institutions improve their competitiveness for federal grants and awards. A measure of EPSCoR's effectiveness, then, is whether or not the state's academic research enterprise is capturing a larger share of federal R&D expenditures. This article utilizes data from the Higher Education Research and Development (HERD) survey, analyzing the total and federal HERD dollars for the 25 current EPSCoR eligible states compared to those not eligible, finding: 1) EPSCoR states are not receiving proportionately more federal HERD dollars and 2) EPSCoR states have an extremely large variation of total HERD dollars between states, inclusive of both the highest grossing states as well as all three states experiencing a decrease.

  • Read more about Useful Stats: 10-year analysis of NSF EPSCoR state HERD, FY 2012-2021

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Recent news from the SSTI Digest

Recent Research: What makes place-based economic development policies work?

Wednesday, September 9, 2026
Place-based economic development is back near the center of federal policy, from Opportunity Zones to the CHIPS and Science Act. That renewed attention comes with a familiar problem: decades of enterprise zones, tax incentives, infrastructure investments, and other geographically targeted programs have produced results that are hard to summarize cleanly. In a new NBER working paper, Matthew Freedman and David Neumark ask the better question: not simply whether or not these policies work, but under what conditions they might work, for whom, and why. Their review points to a practical conclusion: policy design matters and targeting a distressed community with development-focused financial incentives is rarely enough on its own.
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A BBBRC grant builds momentum for a highly trained semiconductor workforce

Wednesday, September 9, 2026
For the civic leaders of Osceola County, the Great Recession of 2008 made clear that they could not base their economy so heavily on travel and tourism. By the time COVID-19 hit in 2020, they knew the steps they had taken to diversify their economy were the right ones. When the Build Back Better Regional Challenge (BBBRC) opportunity arose in 2021, the county and its partners were well-positioned to operationalize the benefits the grant presented to the region and create a trained workforce for a recently attracted semiconductor industry. How did Osceola County get here? There are potential approaches to emulate by more areas of the county dependent on low-wage sectors like tourism or, for that matter, extraction-focused regions subject to “boom and bust.” 
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The impact of tax incentives on early-stage company investment varies

Wednesday, September 9, 2026
One persistent question in economic development policy is how incentives impact private sector investment decisions. Recent and ongoing research from Murillo Campello and Guilherme Junqueira of the University of Florida, published in the National Bureau of Economic Research working paper series, explores the impact of the Qualified Small Business Stock (QSBS) program on venture capital risk-taking. The researchers found that the availability of QSBS tax benefits strongly influences venture capital investment behavior, specifically in traditionally structured venture capital funds. They also found no similar behavior among angel or corporate investors, an insight that may hold important program design and policy lessons for the TBED community. 
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