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Displaying 1 - 24 of 24
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Useful Stats: How has the relationship between GDP and R&D changed since the 1950s?

Thursday, March 26, 2026

Total research and experimental development (R&D) performed in the U.S. reached nearly $1 trillion of expenditures in 2024, reveals new data from the National Center for Science and Engineering Statistics (NCSES). This represents a 6% increase over the prior year, a 101% increase in the past 10 years, and a nearly 16,000% increase in the past 70 years. 

Total research and experimental development (R&D) performed in the U.S. reached nearly $1 trillion of expenditures in 2024, reveals new data from the National Center for Science and Engineering Statistics (NCSES). This represents a 6% increase over the prior year, a 101% increase in the past 10 years, and a nearly 16,000% increase in the past 70 years.

Adjusted for inflation, total R&D expenditures, relative to their 2024 values, have increased more modestly but still reflect impressive growth: 3% since 2023; 56% in the 10 years since 2015; and approximately 1,670% in the 70 years since 1955.

Figure 1 below includes two line charts, each with a line for billions of current and constant (2017) USD: GDP on the left and R&D expenditures on the right. Periods of recession are highlighted in grey for applicable years. Note that each chart has a different y-axis. 

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Useful Stats: Sectoral contributions to county GDP

Wednesday, March 11, 2026

Policymakers should be interested in which sectors are present in their region to ensure TBED investments and workforce priorities can have the greatest impact. Exploring gross domestic product (GDP) at the county level offers a detailed look at the economic output of sectors and how they shape local economies. At the county level, data for smaller or more rural counties may reveal nuances invisible when looking broadly at entire MSAs or states, particularly for those areas with lower populations.  

Policymakers should be interested in which sectors are present in their region to ensure TBED investments and workforce priorities can have the greatest impact. Exploring gross domestic product (GDP) at the county level offers a detailed look at the economic output of sectors and how they shape local economies. At the county level, data for smaller or more rural counties may reveal nuances invisible when looking broadly at entire MSAs or states, particularly for those areas with lower populations.
  • Read more about Useful Stats: Sectoral contributions to county GDP

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.

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Useful Stats: An international comparison of R&D expenditures

Thursday, May 1, 2025

Most countries have dramatically increased their investments in R&D over the past two decades, with OECD nation spending reaching a record high nearly $1,600 of gross domestic expenditure on R&D (GERD) per person in 2023 (PPP[1] converted), approximately triple the value recorded in 2000. Although the U.S.

  • Read more about Useful Stats: An international comparison of R&D expenditures

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.

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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.  

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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).

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Useful Stats: Innovative industries across the nation

Thursday, March 14, 2024

The real gross domestic product (GDP) of private industries has steadily increased nationwide from 2018-2022, with an average percentage increase of 2% each year, or 9% total, despite a drop from 2019-2020 due to the pandemic. However, the same cannot be said across all private industries; of the 14 broad industries captured by U.S. Bureau of Economic Analysis (BEA) data,[1] eight have grown while six decreased over the five-year period from 2018-2022.

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Useful Stats: 5-year state industry profiles, 2018-2022

Thursday, February 1, 2024

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.

  • Read more about Useful Stats: 5-year state industry profiles, 2018-2022

Useful Stats: US leads the world in GDP, falls behind in R&D intensity

Thursday, August 3, 2023

With a GDP of over $23 trillion in 2021, the United States has the world's largest economy, according to the latest available data from the World Bank. Yet, the U.S. falls behind such countries as Israel and Korea when it comes to how much is spent on research and development (R&D) in proportion to GDP. For example, Israel and Korea spend 5.56% and 4.93% of their GDP on R&D compared to the U.S.’ 3.46%.

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The US lags behind other top countries in its proportion of manufacturing value added to GDP, World Bank data reveals

Thursday, October 26, 2023

Manufacturing in the U.S. accounts for 90% of private-sector R&D, employs 80% of the nation’s engineers, and contributes trillions to the economy—according to Deloitte—with every dollar spent in manufacturing leading to an additional $1.81 added to the economy. However, despite its key importance, the U.S.

  • Read more about The US lags behind other top countries in its proportion of manufacturing value added to GDP, World Bank data reveals

The COVID-19 Recession: A Faster Recovery?

Thursday, May 18, 2023

The recession brought upon by the COVID-19 pandemic (February 2020 – April 2020) saw an extremely sharp drop in both GDP and employment, followed by a relatively fast return to non-recessionary rates of unemployment. This swift recovery was a substantial contrast to the periods of the Dot Com Recession (March 2001 – November 2001) and Great Recession (December 2007 – June 2009). These previous recessions saw both dips in GDP, followed by gradual rises in unemployment rates over several months or years, with a gradual decrease in unemployment over the coming years.

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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: 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: 2020 metro and micropolitan area GDP by industry

Thursday, February 24, 2022

This edition of SSTI’s Useful Stats explores Gross Domestic Product (GDP) of the nation’s urban areas and the top industry contributors to GDP in these areas.

This edition of SSTI’s Useful Stats explores Gross Domestic Product (GDP) of the nation’s urban areas and the top industry contributors to GDP in these areas. Specifically, this analysis explores both metropolitan area (defined by the Office of Management and Budget as areas with an urban core of more than 50,000 population) and micropolitan area (defined as areas with an urban core of between 10,000 and 50,000 population) GDP in 2020, as well as the top contributing industry to area GDP.

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Useful Stats: 2020 Industry contributions to county-level GDP

Thursday, January 27, 2022

This week’s edition of Useful Stats examines the contributions to county-level GDP in 2020 by industry group. Specifically, this analysis identifies the industries that contributed the most to the economic output of each county in 2020, as well as examining the annual percent changes in industry contribution to county GDP over the previous year. Most industries experienced declines brought on by the economic recession of 2020, although some experienced growth.

This week’s edition of Useful Stats examines the contributions to county-level GDP in 2020 by industry group. Specifically, this analysis identifies the industries that contributed the most to the economic output of each county in 2020, as well as examining the annual percent changes in industry contribution to county GDP over the previous year. Most industries experienced declines brought on by the economic recession of 2020, although some experienced growth. In 2020, the real estate and rental and leasing; professional and business services; government and government enterprises; and manufacturing industry groups were vital economic drivers in terms of both their contributions to national GDP as well as the number of counties where they were the top contributor.

  • Read more about Useful Stats: 2020 Industry contributions to county-level GDP

Useful Stats: Annual change in county-level GDP per capita, 2019-2020

Thursday, January 6, 2022

This edition of SSTI’s Useful Stats begins a series of articles examining recently updated Gross Domestic Product (GDP) data for 2020, identifying changes in GDP per capita during the first year of the economic impacts from the Covid-19 pandemic, and setting the stage for future articles diving deeper into the impacts of the pandemic on local economies.

This edition of SSTI’s Useful Stats begins a series of articles examining recently updated Gross Domestic Product (GDP) data for 2020, identifying changes in GDP per capita during the first year of the economic impacts from the Covid-19 pandemic, and setting the stage for future articles diving deeper into the impacts of the pandemic on local economies. Specifically, this analysis focuses on the annual percent change from 2019 to 2020 in county-level GDP per capita (calculated as total county GDP divided by total county population) using comprehensive geographical data from the Bureau of Economic Analysis (BEA) and population data from the Census Bureau.

  • Read more about Useful Stats: Annual change in county-level GDP per capita, 2019-2020

Useful Stats: Top industries by contribution to county GDP, 2019

Thursday, February 4, 2021

This week’s edition of Useful Stats examines the contributions to county-level GDP in 2019 by industry group. Specifically, this analysis identifies the industries that contributed the most to the economic output of each county in 2019, finding that the real estate and rental and leasing; manufacturing; and government and government enterprises industry groups were vital economic drivers in terms of both their contributions to national GDP as well as the number of counties where they were the top contributor.

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Useful Stats: Annual change in county GDP per capita, 2018 to 2019

Thursday, January 28, 2021

A large majority (nearly 87 percent) of U.S. counties showed growth in their gross domestic product (GDP) from 2018 to 2019, according to an SSTI analysis of data from the U.S. Bureau of Economic Analysis (BEA). GDP is the measure for the total value of goods and services produced in an area, and is one of the primary economic indicators used by researchers and policymakers. This edition of Useful Stats examines the recently updated (BEA) data and provides an analysis of 2019 total county GDP, 2019 county GDP per capita, and the percent change in each measure from 2018 to 2019.

A large majority (nearly 87 percent) of U.S. counties showed growth in their gross domestic product (GDP) from 2018 to 2019, according to an SSTI analysis of data from the U.S. Bureau of Economic Analysis (BEA). GDP is the measure for the total value of goods and services produced in an area, and is one of the primary economic indicators used by researchers and policymakers. This edition of Useful Stats examines the recently updated (BEA) data and provides an analysis of 2019 total county GDP, 2019 county GDP per capita, and the percent change in each measure from 2018 to 2019.

  • Read more about Useful Stats: Annual change in county GDP per capita, 2018 to 2019

BEA data shows steep declines in state GDP in Q2 of 2020

Thursday, October 15, 2020

The depth of the recession is coming into clearer view with the recent release of Gross Domestic Product (GDP) data for the second quarter of 2020. A press release from the Bureau of Economic Analysis (BEA) shows that real GDP decreased by double digits in all 50 states and Washington, D.C.; ranging from a 42.2 percent drop in Hawaii and Nevada to a 20.4 percent drop in the District of Columbia.

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Useful Stats: Post-recession GDP recovery by state, 2000-2019

Thursday, May 21, 2020

As the world begins to emerge from the “Great Lockdown” and governments increasingly turn their efforts towards reopening economies, many will look to past recessions for lessons on recovery. This edition of Useful Stats examines the rate of real GDP recovery by state following the recessions of 2001 and 2008.

  • Read more about Useful Stats: Post-recession GDP recovery by state, 2000-2019

Useful Stats: Per Capita County-level GDP

Thursday, February 20, 2020

Although changes in gross domestic product (GDP) give us an idea of how economies are changing, this measure fails to tell the full story. This edition of Useful Stats examines county-level GDP-per-capita, the measure of economic output for each resident in an area. What we see is strongly skewed data with high 2018 GDP-per-capita levels and high 10-year growth rates concentrated primarily in low population-high output counties.

Although changes in gross domestic product (GDP) give us an idea of how economies are changing, this measure fails to tell the full story. This edition of Useful Stats examines county-level GDP-per-capita, the measure of economic output for each resident in an area. What we see is strongly skewed data with high 2018 GDP-per-capita levels and high 10-year growth rates concentrated primarily in low population-high output counties. We also see that rural populations have declined over the period while metropolitan areas have grown, yet the median GDP-per-capita growth rates between the groups are essentially the same.

  • Read more about Useful Stats: Per Capita County-level GDP

Useful Stats: 10-year Changes in Real GDP by County and Industry, 2009-2018

Thursday, January 30, 2020

Building on SSTI’s recent analysis of county-level GDP by industry, this edition moves beyond a single year and examines the changes in real — adjusted for inflation — county GDP and the changes in industry-specific contributions to county GDP for the 10-year period from 2009 to 2018. As shown in the interactive map below, the total 10-year growth rate for counties averaged approximately 21 percent.

  • Read more about Useful Stats: 10-year Changes in Real GDP by County and Industry, 2009-2018

Useful Stats: GDP by County and Industry Contribution

Thursday, December 19, 2019

This edition of Useful Stats examines the Bureau of Economic Analysis’ first full release of county-level gross domestic product (GDP) data. Specifically, this analysis considers total county GDP in 2018 and the contributions to each county’s GDP by industry.

This edition of Useful Stats examines the Bureau of Economic Analysis’ first full release of county-level gross domestic product (GDP) data. Specifically, this analysis considers total county GDP in 2018 and the contributions to each county’s GDP by industry.

While finance and insurance in New York ($222.5 billion) accounted for the single largest contribution to both total county GDP and total U.S. GDP in 2018 — followed by real estate and rental and leasing in Los Angeles ($150.2 billion) — the manufacturing sector was the highest contributor to county GDP in the greatest number of counties. Manufacturing was the primary source for county GDP in 927 out of more than 3100 counties — accounting for nearly $2.3 trillion of total U.S. GDP in 2018. Government and government enterprises (768 counties) accounted for the second most frequent leader in county GDP contributions — totaling $2.4 trillion nationally — followed by real estate and rental and leasing (647 counties) — totaling $2.7 trillion nationally. The next closest industry was agriculture, forestry, fishing and hunting which was the top contributor to GDP in only 209 counties — and only accounting for a national total of $138.4 billion.

The map below shows counties with manufacturing, government, real estate, mining, and agriculture  as their predominant industry. The map shows that manufacturing is the leading industry in counties in the Midwest and South while agriculture is centered primarily within the Plains region.

  • Read more about Useful Stats: GDP by County and Industry Contribution

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