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2024's Leading Metro Locations Methodology

Q4 2024

Area Development ranked 410 MSAs and metropolitan divisions across 24 economic and workforce indicators pulled from eight (8) data sets — each set containing a five-year change, a three-year change, and a one-year change indicator — originating from the U.S. Bureau of Labor Statistics, U.S. Census, and JobsEQ® by Chmura Economics & Analytics.

Each metro area earned a ranking within each of the 24 indicators based on its statistical performance within that indicator. The metro area with the best performance in a certain indicator earned a ranking score of “1” and the metro area with the worst performance earned a ranking score of “410.”

To calculate “Overall Ranking,” we created a score of total ranking across all indicators for each MSA. The indicators were weighted with five-year change indicators carrying the most weight and the one-year indicators carrying the least weight.

We also calculated overall ranking across two categories: “Prime Workforce” and “Economic Strength.” Within the “Prime Workforce” category we calculated rankings within two sub-categories: “Workforce Readiness” and “Wage and Salary Growth.” Within the “Economic Strength” category we calculated rankings within two sub-categories: “Core Economic Indicators” and “Job Growth Indicators.” To calculate the overall ranking within these two categories, and four sub-categories, we produced a score and average ranking across only certain indicators.

We have also produced a set of lists, using overall ranking, grouping the MSAs by each of the 9 U.S. regions and by size: “Small” (population < 160,000), “Mid-sized” (population 160,000-600,000), and “Big/Giant” (population > 600,000).

Indicators Used in the Leading Locations Report:

PRIME WORKFORCE
    Workforce Readiness
  • STEM Workforce (Employment in STEM Occupations) as Percentage of Total Workforce 5-Year Change Rank (Q1 2024 – Q1 2019)
  • STEM Workforce (Employment in STEM Occupations) as Percentage of Total Workforce 3-Year Change Rank (Q1 2024 – Q1 2021)
  • STEM Workforce (Employment in STEM Occupations) as Percentage of Workforce 1-Year Change Rank (Q1 2024 – Q1 2023)
Data Source: Chmura’s JobsEQ, STEM occupations based on BLS definition, excluding healthcare. See https://www.bls.gov/oes/topics.htm#stem


  • Labor Force Size 5-Year Change Rank (Avg. through June 2024 – June 2019)
  • Labor Force Size 3-Year Change Rank (Avg. through June 2024 – June 2021)
  • Labor Force Size 1-Year Change Rank (Avg. through June 2024 – June 2023)
Data Source: U.S. Bureau of Labor Statistics Metropolitan Area Employment and Unemployment (Monthly)


    Wage and Salary Growth
  • Average Hourly Earnings 5-Year Change Rank (Q1 2024 – Q1 2019)
  • Average Hourly Earnings 3-Year Change Rank (Q1 2024 – Q1 2021)
  • Average Hourly Earnings 1-Year Change Rank (Q1 2024 – Q1 2023)
Data Source: Bureau of Labor Statistics, Chmura’s JobsEQ



ECONOMIC STRENGTH

    Core Economic Indicators
  • Local Area Unemployment Rate 5-Year Change Rank (Avg. through June 2024 – June 2019)
  • Local Area Unemployment Rate 3-Year Change Rank (Avg. through June 2024 – June 2021)
  • Local Area Unemployment Rate 1-Year Change Rank (Avg. through June 2024 – June 2023)
Data Source: U.S. Bureau of Labor Statistics Local Area Unemployment Rate


  • Gross Metro Product from Advanced Industries as Percentage of Population 5-Year Change Rank (2023 – 2018)
  • Gross Metro Product from Advanced Industries as Percentage of Population 3-Year Change Rank (2023 – 2020)
  • Gross Metro Product from Advanced Industries as Percentage of Population 1-Year Change Rank (2023 – 2022)
Data Source: Chmura’s JobsEQ, Advanced Industries are defined based on Muro, Mark et. Al, “America’s Advanced Industries: What They Are, Where They Are, and Why They Matter.” The Brookings Institution, February 2015


    Job Growth Indicators
  • Advanced Industries Job Growth as Percentage of Employment 5-year Change Rank (Q1 2024 – Q1 2019)
  • Advanced Industries Job Growth as Percentage of Employment 3-year Change Rank (Q1 2024 – Q1 2021)
  • Advanced Industries Job Growth as Percentage of Employment 1-year Change Rank (Q1 2024 – Q1 2023)
Data Source: Chmura’s JobsEQ, Advanced Industries are defined based on Muro, Mark et. Al, “America’s Advanced Industries: What They Are, Where They Are, and Why They Matter.” The Brookings Institution, February 2015


  • Employment Growth as Percentage of Population 5-year Change Rank (Q1 2024 – Q1 2019)
  • Employment Growth as Percentage of Population 3-year Change Rank (Q1 2024 – Q1 2021)
  • Employment Growth as Percentage of Population 1-year Change Rank (Q1 2024 – Q1 2023)
Data Source: U.S. Bureau of Labor Statistics Current Total Non-Farm Employment Statistics – CES (Non-seasonally adjusted)


  • Change in STEM Job Post Volume Percentage 5-Year Change Rank (August 2024 – August 2019)
  • Change in STEM Job Post Volume Percentage 3-Year Change Rank (August 2024 – August 2021)
  • Change in STEM Job Post Volume Percentage 1-Year Change Rank (August 2024 – August 2023)
Data Source: Real-Time Intelligence (RTI) in Chmura’s JobsEQ Editor's Note:The research for this report was conducted and compiled by Patrick Clapp of Chmura Economics & Analytics and the Area Development Research Desk.

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