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  • (-) useful stats (230)

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  • weekly_digest (230)
Displaying 201 - 225 of 230
Authored on

Useful Stats: State trends in higher education R&D expenditures

Thursday, January 16, 2025

Higher education R&D expenditures, while continuing to steadily increase, have not grown evenly across state lines. This matters to successful TBED policymakers because a strong R&D enterprise within a state’s public and private institutions of higher education can and should provide a consistent source of skilled workers, new technology, and sources for innovation-driven business growth. So where is R&D growing?

  • Read more about Useful Stats: State trends in higher education R&D expenditures

Useful Stats: Two looks at state-level higher-ed R&D intensity

Thursday, February 6, 2025

Readers may have noticed the most populous states end up topping many of the statistical tables related to economic development. Normalizing the data by some relevant, related measure can provide a higher quality look that is a little closer to the “apples to apples” appeal that might help influence some policy issues. For this week’s edition of Useful Stats, SSTI is exploring research intensity as a component of state gross domestic product (GDP) and the research load “carried” by each member of the R&D personnel within the state’s higher education community.

  • Read more about Useful Stats: Two looks at state-level higher-ed R&D intensity

Useful Stats: Which businesses are potentially impacted by the NIH F&A rate change?

Thursday, February 13, 2025

The Feb.

  • Read more about Useful Stats: Which businesses are potentially impacted by the NIH F&A rate change?

Useful Stats: Higher education R&D steadily increased in the last decade, but not all fields shared the wealth

Thursday, February 27, 2025

Higher education R&D (HERD) expenditures have steadily increased over time. They’ve soared past $100 billion in the most recent data year, fiscal year (FY) 2023, growing in every state. However, the gains are not shared equally in all fields of research.

Higher education R&D (HERD) expenditures have steadily increased over time. They’ve soared past $100 billion in the most recent data year, fiscal year (FY) 2023, growing in every state. However, the gains are not shared equally in all fields of research.

SSTI analyzed HERD Survey data, finding that in the 10 FYs since 2013, science R&D fields, led by the life sciences, were responsible for the largest dollar growths. In contrast, non-S&E fields, led by education, experienced the largest relative growth. SSTI has examined these shifts over the past decade at the national level and broken down expenditures by R&D field at the state and institutional level for FY 2023. This edition of Useful Stats provides the resulting comprehensive picture of HERD expenditures by R&D field.

  • Read more about Useful Stats: Higher education R&D steadily increased in the last decade, but not all fields shared the wealth

Useful Stats: Higher education R&D expenditures soar past $100B in 2023

Thursday, January 9, 2025

The most recent  Higher Education R&D (HERD) survey revealed the largest year-over-year percentage increase in higher education R&D since 2002 to 2003 and dollar increase across all fiscal years (FYs) captured by the survey. HERD expenditures breached the $100 billion mark in 2023, having grown 11% from $97.8 billion in 2022 to $108.8 billion in 2023 (7% in constant 2017 dollars, from $82.9 to $89 billion).

  • Read more about Useful Stats: Higher education R&D expenditures soar past $100B in 2023

Characterizing state economies: sectoral shares of GDP

Thursday, March 13, 2025

Overall U.S. gross domestic product (GDP) has steadily increased over the past decade. However, the growth in the sectors which drive it has been uneven. Data from 2014 through 2023 reveals that sectoral contributions to private industry GDP have shifted from manufacturing (down 1.57 percentage points since 2014) and mining, quarrying, and oil and gas extraction (down 1.05), to professional and business services (up 0.85) and construction (up 0.72).

  • Read more about Characterizing state economies: sectoral shares of GDP

Useful Stats: A quarter-century look reveals relatively flat NIH R&D awards

Thursday, January 30, 2025

SSTI’s new analysis of NIH data reveals the agency’s external R&D spending per award has been essentially treading water for the past 25 years in terms of real dollars—rising just 4% since FY 2000 when adjusted for inflation. This slow growth comes despite the crucial role NIH funding plays in technology-based economic development (TBED) policies across many states, particularly in the biomedical and life sciences.

  • Read more about Useful Stats: A quarter-century look reveals relatively flat NIH R&D awards

Useful Stats: Reviewing 50 years of personal income by county

Thursday, December 19, 2024

Personal income[1] has increased from $1.25 trillion in 1974 to $23.38 trillion in 2023 nationwide, a nearly nineteen-fold increase over the past 50 years. Meanwhile, per capita personal income (PCPI), a metric of personal income standardized by population, has only seen a twelvefold increase from $5,836 to $69,810 over the same period. SSTI reveals these numbers from its analysis of new U.S.

  • Read more about Useful Stats: Reviewing 50 years of personal income by county

Useful Stats: The state of US venture capital in 2024

Thursday, January 23, 2025

Fewer of the youngest and later stage innovation-driven companies are receiving private venture capital at a time when the country needs more of both to retain our global economic leadership, according to data released in the latest report from PitchBook and NVCA. Across 2024, United States VC has seen an increase in overall deal value (+$47 billion) despite a decrease in deal count (-936) since the prior year, reveals the Q4 2024 Venture Monitor report.

  • Read more about Useful Stats: The state of US venture capital in 2024

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

Useful Stats: 1 and 3-year analysis of county-level US RGDP per capita

Thursday, January 19, 2023

This edition of Useful Stats takes a high-level look at the United States’ change in Real Gross Domestic Product (RGDP, which is GDP adjusted for inflation) on a per capita basis for each of its counties, boroughs, parishes, etc. (hereon referred to as “counties”). Looking at RGDP per capita allows for an inflation adjusted, population standardized metric for comparing counties over time.

  • Read more about Useful Stats: 1 and 3-year analysis of county-level US RGDP per capita

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

Treasury approves an additional $106M in SSBCI 2.0 dollars for tribal governments

Thursday, October 24, 2024

The Treasury Department has recently approved an additional $106 million in SSBCI dollars for tribal governments: $102 million as part of the Capital Program and $4 million as part of the Technical Assistance (TA) Grant Program.

  • Read more about Treasury approves an additional $106M in SSBCI 2.0 dollars for tribal governments

Useful Stats: BERD intensity on the rise, a decade-long look at the nation and states, 2013-2022

Thursday, October 24, 2024

While both gross domestic product (GDP) and population have steadily increased across the United States over the last decade, the growth of business enterprise R&D (BERD) expenditures has surged ahead at an even faster pace.

  • Read more about Useful Stats: BERD intensity on the rise, a decade-long look at the nation and states, 2013-2022

Useful Stats: Business R&D by industry, 2018 and 2022

Thursday, October 31, 2024

Manufacturing industries accounted for approximately $372 billion, or 54%, of all domestic business enterprise R&D (BERD) expenditures in 2022, up 36% from $274 billion in 2018. Despite this increase of nearly $100 billion over the past five years, the share of BERD expenditures in manufacturing industries has decreased eight percentage points from its 2018 value of 62%.

  • Read more about Useful Stats: Business R&D by industry, 2018 and 2022

Treasury releases 2022-23 SSBCI Annual Report

Thursday, November 21, 2024

The United States Department of the Treasury’s (Treasury) new 2022-2023 State Small Business Credit Initiative (SSBCI) 2.0 Annual Report highlights the nearly $10 billion program to enhance access to capital for small businesses, particularly those in underserved communities.

  • Read more about Treasury releases 2022-23 SSBCI Annual Report

Useful Stats: Business R&D continues to rise despite inflationary concerns; federal share wanes

Thursday, October 10, 2024

Domestic business R&D expenditures have jumped 15% ($89 billion) from 2021 to 2022. This jump continues a decade-long trend of year-over-year increases, as a new 2022 Business Enterprise R&D (BERD) survey shows.

  • Read more about Useful Stats: Business R&D continues to rise despite inflationary concerns; federal share wanes

Useful Stats: Roller coaster ride of state support for higher education from FY 1980-2024 continues

Wednesday, September 25, 2024

State support for higher education in the United States over the last four decades can best be characterized as having fluctuations and shifts in priorities. Using fiscal year (FY) 1980 as a starting point, while overall state support for higher education has grown, it has done so with volatility driven in part by decreased revenue as a result of recessions, and it has frequently taken years for state support to recover to pre-recession levels. In four states, state support on a constant 1983-dollar basis is still less than was spent in 1980.

  • Read more about Useful Stats: Roller coaster ride of state support for higher education from FY 1980-2024 continues

Useful Stats: Business R&D consolidates further within top states, 2013-2022

Thursday, October 17, 2024

As business R&D expenditures continue to increase nationwide, disparities between states deepen, an SSTI analysis of new Business Enterprise Research and Development (BERD) survey data reveals.

  • Read more about Useful Stats: Business R&D consolidates further within top states, 2013-2022

Useful Stats: 20-Year Change in US Real GDP per capita, 2002-2021

Thursday, February 2, 2023

From 2002-2021 (the last 20 years for which data is available), the total U.S. real gross domestic product (GDP adjusted for inflation, or Real GDP) increased by approximately 45%, from $13.5 trillion to $19.6 trillion in chained 2012 dollars. On a per capita basis, county-level real GDP increased by an average of 36% over the past 20 years, with a range of growth from -77% (Brooks County, Texas) to 3,950% (Culberson County, Texas).

  • Read more about Useful Stats: 20-Year Change in US Real GDP per capita, 2002-2021

Useful Stats: Industry breakdown of metropolitan and micropolitan area GDPs

Thursday, March 27, 2025

In a country marked by regional diversity, gaining insights into economic performance often means looking beyond conventional state and county boundaries to economic hubs. This edition of Useful Stats uses Bureau of Economic Analysis (BEA) data to first compare U.S. metropolitan and micropolitan GDPs broken down by industry for the last 20+ years, then consider each Metropolitan Statistical Area’s GDP by private industry, highlighting patterns and changes over the past decades.  

  • Read more about Useful Stats: Industry breakdown of metropolitan and micropolitan area GDPs

Useful Stats: Industry contributions to county-level GDP

Thursday, April 10, 2025

Exploring gross domestic product (GDP) at the county level offers a more detailed look at where industries are located and how they shape local economies, especially in smaller or more rural counties often overlooked at higher geographic levels.

  • Read more about Useful Stats: Industry contributions to county-level GDP

Useful Stats: Examining county-level employment and establishments by sector

Wednesday, September 10, 2025

Understanding the composition of local economies requires looking beyond broad statewide or national trends. County-level data reveals the unique mix, or lack thereof, of industries and businesses in each area. Policy makers, by identifying which sectors drive employment and business activity within a locality, can influence the impact and design of regional innovation strategies to reflect local realities and potential.  

Understanding the composition of local economies requires looking beyond broad statewide or national trends. County-level data reveals the unique mix, or lack thereof, of industries and businesses in each area. Policy makers, by identifying which sectors drive employment and business activity within a locality, can influence the impact and design of regional innovation strategies to reflect local realities and potential.  

The U.S. Bureau of Labor Statistics’ Quarterly Census of Employment and Wages (QCEW) allows examination of county-level employment and establishment counts across all private sectors at the 2-digit NAICS level. In this article, SSTI uses annualized private sector data for all provided 2-digit NAICS sectors at the county level for 2015 and 2024.

  • Read more about Useful Stats: Examining county-level employment and establishments by sector

Useful Stats: R&D's contributions to state economies

Wednesday, September 24, 2025

Like the broader metric of R&D intensity, the prominence of R&D value added in a state’s economic output has shifted within several states over the past decade. Does it matter? For sustaining a state’s innovation competitiveness, it may, and subsequently it is important to know for many state and regional TBED initiatives. Proximity to the conduct of R&D has been well documented in empirical research to support strong regional innovation economies.

Like the broader metric of R&D intensity, the prominence of R&D value added in a state’s economic output has shifted within several states over the past decade. Does it matter? For sustaining a state’s innovation competitiveness, it may, and subsequently it is important to know for many state and regional TBED initiatives. Proximity to the conduct of R&D has been well documented in empirical research to support strong regional innovation economies. Subsequently many TBED policies are designed to increase and maintain R&D activity within those boundaries as well as ensure the localized spillover effects are maximized. Determining where R&D activity is thriving and the size of its value added to the state’s GDP, particularly manufacturing-related R&D, may help inform those policy decisions. SSTI explores the latest data on state R&D value added in this Useful Stats article.

  • Read more about Useful Stats: R&D's contributions to state economies

New SSBCI report reveals jurisdiction fund deployments

Thursday, April 24, 2025

The U.S. Department of the Treasury (Treasury) recently released a report on the State Small Business Credit Initiative (SSBCI) program with data through December 31, 2024. As of the end of 2024, Treasury has disbursed nearly $4 billion of the $10 billion set aside for the program in the 2021 American Rescue Plan of Act. 

  • Read more about New SSBCI report reveals jurisdiction fund deployments

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