useful stats
Useful Stats: Examining county-level employment and establishments by sector
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.
Useful Stats: Where is US manufacturing? A county-level look at subsector-specific data
Federal obligations for higher-ed S&E near an inflation-adjusted all-time high in 2023
In fiscal year (FY) 2023, federal obligations for science and engineering (S&E) to universities and colleges totaled $49 billion—$29 billion more than FY 2000, and a 10% increase from the prior year. The growth is less rapid when adjusted for inflation (2017 USD), with just over $40 billion in real obligations in FY 2023, a 5% increase over the year prior and $12.6 billion (or 46%) increase over the FY 2000 value.
Useful Stats: An international comparison of R&D expenditures
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.
New SSBCI report reveals jurisdiction fund deployments
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.
Useful Stats: Industry contributions to county-level GDP
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.
Useful Stats: Industry breakdown of metropolitan and micropolitan area GDPs
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.
Characterizing state economies: sectoral shares of GDP
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).
Useful Stats: Higher education R&D steadily increased in the last decade, but not all fields shared the wealth
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.