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Service Area Demographics and Economy

The purpose of this dashboard is to display demographic, employment and wage information for various occupations by county in Oklahoma. This information can be used to show the importance of higher education as attibuted to specific occupations, as well as the average annual wage of those occupations. In regard to regional planning, age dispersement and educational attainment can help predict optimal program alignment as it pertains to growth or decline in the region of a specific institution and the community it serves. If any tooltip field shows as blank, the drilldown for that specific county and occupation has produced no results. The map is fully interactive and clicking on an individual county will produce aggregated results for all fields. Users may also click and drag across the map to select a specific group of counties or use the dropdown filters to make specific selections.Typical entry-level education lists all selected occupations in order of "most typical" of the typical entry-level education categories and is based on an aggregation of those selected occupations. Data are from the EMSI database on 2018 occupation and education statistics. More information regarding data sources can be found on this page below the dashboard.

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DATA SOURCES (from EMSI Labor Market Analytics):

U.S. Department of Commerce - Bureau of Economic Analysis

  • State Personal Income and Employment (SPI)
  • Local Area Personal Income and Employment (LPI)
  • National Income and Product Accounts (NIPA)
  • Annual Input-Output (I-O) Accounts
  • Benchmark Input-Output (I-O) Accounts
  • GDP by State
  • U.S. Census Bureau

  • American Community Survey (ACS)
  • County Business Patterns (CBP)
  • ZIP Code Business Patterns (ZBP)
  • Nonemployer Statistics (NES)
  • Quarterly Workforce Indicators (QWI)
  • OnTheMap (OTM)
  • TIGER/Line File (with additions by DM Solutions Group)
  • Population Estimates
  • U.S. National and State Population Projections
  • Census 2000 & 2010 Summary Files
  • Census of Government - State and Local
  • Government Finances by State
  • Journey-to-Work (JtW)
  • Consumer Expenditures Survey (CEX)
  • Current Population Survey (CPS)
  • Commodity Flow Survey (CFS)
  • U.S. Department of Labor - Bureau of Labor Statistics

  • Quarterly Census of Employment and Wages (QCEW)
  • Current Employment Statistics (CES)
  • Current Population Survey (CPS)
  • Local Area Unemployment Statistics (LAUS)
  • National Industry-Occupation Employment Matrix (10-year, current/projected)
  • Occupational Employment Statistics (OES)
  • Occupational Education and Training Projections
  • Employment and Training Administration (ETA)

  • Characteristics of the Insured Unemployed
  • National O*NET Consortium, O*NET Production Database
  • Wage and Hour Division

  • Minimum Wage Laws in the States
  • U.S. Department of Education - National Center for Education Statistics

  • Integrated Postsecondary Education Data System (IPEDS)
  • Classification of Instructional Programs (CIP)
  • Common Core of Data