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Mapping a nation of regional clusters

Harvard Business School U.S. Economic Development Administration
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  • Data by Cluster

    A cluster is a regional concentration of related industries that arise out of the various types of linkages or externalities that span across industries in a particular location. The U.S. Benchmark Cluster Definitions are designed to enable systemic comparison across regions. View and compare clusters across the U.S.

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  • Frequently Asked Questions

    How do I compare different clusters on a national level?

    How do I find my region’s strongest cluster(s)?

    How do I identify which cluster my industry belongs in?

    How do I compare local vs traded clusters?

    Are there overlaps between the clusters?

  • Data by Region

    A region is broadly defined as a county, economic area (EA), metro/micropolitan statistical area (MSA), or state. The U.S. Benchmark Cluster Definitions use the U.S. Bureau of Economic Analysis defined economic areas. View and compare regions across the U.S.

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  • Frequently Asked Questions

    How do I compare different regions?

    How do I build a region to meet my needs?

    How is my region doing, especially in comparison to its peer regions?

    How do I find subregions related to my region?

    How do I use the map view to visualize economic data across the country?

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  • I am an Economic Developer

    Are you trying to determine a strategy for your organization, region, or industry? Then follow our Economic Developer path.

    Follow Economic Developer Path
  • I am a Policymaker

    Are you hoping to effect change in the economic landscape through federal, state, or local government policy choices? Then follow our Policymaker path.

    Follow Policymaker Path
  • I am an Academic or Researcher

    Are you interested in learning more about clusters and conducting action-oriented research? Then follow our Academic or Researcher path.

    Follow Academic or Researcher Path
  • I am in the Private Sector

    Are you looking into the economic competitiveness of a region through the lens of the private sector? Then follow our Private Sector path.

    Follow Private Sector Path
  • Data by Cluster

    A cluster is a regional concentration of related industries that arise out of the various types of linkages or externalities that span across industries in a particular location. The U.S. Benchmark Cluster Definitions are designed to enable systemic comparison across regions. View and compare clusters across the U.S.

    View Data by Cluster
  • Frequently Asked Questions

    How do I compare different clusters on a national level?

    How do I find my region’s strongest cluster(s)?

    How do I identify which cluster my industry belongs in?

    How do I compare local vs traded clusters?

    Are there overlaps between the clusters?

  • Data by Region

    A region is broadly defined as a county, economic area (EA), metro/micropolitan statistical area (MSA), or state. The U.S. Benchmark Cluster Definitions use the U.S. Bureau of Economic Analysis defined economic areas. View and compare regions across the U.S.

    View Data by Region
  • Frequently Asked Questions

    How do I compare different regions?

    How do I build a region to meet my needs?

    How is my region doing, especially in comparison to its peer regions?

    How do I find subregions related to my region?

    How do I use the map view to visualize economic data across the country?

  • Organizations

    View Organizations
  • Blog

    View Blog
  • Resources

    View Resources
  • Community

    The Community of Practice enables practitioners to share Resources, post Blogs, and find partner Organizations. View and contribute content of interest to the cluster based economic development community.

    View Community Page
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Harvard Business School U.S. Economic Development Administration
REGION DASHBOARD: PERFORMANCE & DRIVERS

Rowan County, NC

Rowan County

  • Summary
  • Performance & Drivers
  • Cluster Portfolio
  • Organizations
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Our scorecard for this region’s performance in 
the U.S. economy is based on 3 categories of data:

performance

Taking the temperatureWhat are the dynamics of
economic activity in this location?

business
environment

understanding the business climateWhat is the quality of this location
as a place to do business?

DEMOGRAPHICS
& GEOGRAPHY

UNDERSTANDing the LegacyWhat are the demographic and geographic characteristics of this location?

Data Sources and Notes

Performance

Regional economic performance can be measured by indicators of overall performance directly related to the standard of living in a region, as well as intermediate indicators of economic activity that may or may not translate into a region’s standard of living.

Outcomes
Prosperity / Prosperity Growth
Wages / Wage Growth
Labor Mobilization / Change in Labor Mobilization
Jobs / Job Creation
Unemployment Rate (IBRC) / Change in Unemployment
Poverty Rate (IBRC) / Change in Poverty Rate
Intermediate Outcomes
Labor Force Productivity / Labor Force Productivity Growth
Innovation / Innovation Growth
New Business Formation
International Trade & Investment
Exports / Exports as a percent of GDP (IBRC)

Business Environment Business Environment

The first key driver of regional economic performance is the quality of a region's business environment, which is shaped by policy and firm behavior.

Factor Input Conditions
Business Lending
Government Funding
Venture Capital / Venture Capital Growth
Scientific Degrees Awarded
Advanced Scientific Workers / Growth in Advanced Scientific Workers
Educational Attainment - Total Receiving a High School Diploma or More
Educational Attainment - Some College or Associates Degree
Educational Attainment - Total Completing a Bachelor’s Degree or More
Context for Firm Strategy and Rivalry
Unionization / Growth of Unions
Tax rates, index, or other
Corporate Taxes as Percent of GDP
Related or Supporting Industries
Cluster Strength / Employment Growth in Strong Clusters
Manufacturing Intensity / Manufacturing Jobs Growth

Demographics & Geography Demographics & Geography

The second key driver of regional economic performance is a region's structure, which is largely shaped by population and demographic characteristics.

Population
Population by Age - Ages 0 to 4 (Preschool)
Population by Age - Ages 5 to 17 (School Age)
Population by Age - Ages 18 to 24 (College Age)
Population by Age - Ages 25 to 44
Population by Age - 45 to 64
Population by Age - Age 65 and older
Total Population growth rate
Young Adult Population Growth Rate
Population Density
Net International Migration
Net Domestic Migration
Agricultur / GDP
Gov. Employment - Local Services
Gov. Employment - Federal Services
Gov. Employment - Higher Education
Gov. Employment - Health and Hospitals
Firm Demographics
Average Firm Size
HQs of Large (Fortune 1000) Firms
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All rights reserved.

The U.S. Cluster Mapping Project is led by Professor Michael E. Porter at the Institute for Strategy and Competitiveness, Harvard Business School.

This project is funded by the U.S. Department of Commerce, Economic Development Administration.