END NOTES

  1. “Unemployment Rates for States – Local Area Unemployment Statistics June 2025.” U.S. Bureau of Labor Statistics, July 18, 2025. https://www.bls.gov/web/laus/laumstrk.htm#laumstrk.f.p.
  2. U.S. Bureau of Labor Statistics, Unemployment Rate [UNRATE], Unemployment Rate in Michigan [MIUR], retrieved from FRED, Federal Reserve Bank of St. Louis; https://fred.stlouisfed.org/graph/?g=1KElE.
  3. “Unemployment by County Rank June 2025.” Michigan Department of Technology, Management & Budget. Accessed August 13, 2025. https://www.milmi.org/DataSearch/Unemployment-by-County.
  4. “Michigan Job Openings and Labor Turnover – April 2025.” U.S. Bureau of Labor Statistics, June 25, 2025. https://www.bls.gov/regions/midwest/news-release/jobopeningslaborturnover_michigan.htm
  5. “Alternative Measures of Labor Underutilization in Michigan – 2024.” U.S. Bureau of Labor Statistics, February 21, 2025. https://www.bls.gov/regions/midwest/news-release/laborunderutilization_michigan.htm#.
  6. Arnholz, Jonathan. “How Apprenticeships Empower Adult Learners and Bridge the Construction Workforce Gap.” National Center for Construction Education and Research, April 30, 2025. https://www.nccer.org/newsroom/how-apprenticeships-empower-adult-learners-and-bridge-the-construction-workforce-gap/.
  7. Economic Policy Institute, State of Working America Data Library, “Employment by industry (CES) – All payroll employees,” 2025. https://data.epi.org/labor_force/labor_force_payroll/line/year/state26/count_payroll_all_employees/ces_industry?timeStart=2019-01-01&timeEnd=2024-01-01&dateString=2024-01-01&highlightedLines=ces_nonfarm&highlightedLines=ces_manufacturing&highlightedLines=ces_construction.
  8. “Occupational Employment and Wage Statistics – Michigan May 2024.” U.S. Bureau of Labor Statistics. Accessed August 13, 2025. https://data.bls.gov/oes/#/area/2600000
  9. “Michigan Childcare: Industry Workforce Analysis.” Michigan Center for Data and Analytics, October 2024. https://www.michigan.gov/mcda/-/media/Project/Websites/mcda/reports/2025/Childcare-Industry-Workforce-Analysis.pdf
  10. “Child Care in America: 2024 Price and Supply.” Child Care Aware® of America, May 2025. https://www.childcareaware.org/price-landscape24/#PriceofCare
  11. Economic Policy Institute, State of Working America Data Library, “Employment by industry (CES) – All payroll employees.”
  12. Economic Policy Institute, State of Working America Data Library, “Hourly wage, median – Median real hourly wage (2024$),” 2025. https://data.epi.org/wages/hourly_wage_median/line/year/state26/real_wage_median_2024/overall?timeStart=1978-01-01&timeEnd=2024-01-01&dateString=2024-01-01&highlightedLines=overall
  13. “The State of ALICE in Michigan.” United For ALICE. Accessed August 13, 2025. https://www.unitedforalice.org/key-findings/michigan
  14. “Women in Tipped Occupations, State by State — June 2024.” National Women’s Law Center, June 2024. https://nwlc.org/wp-content/uploads/2024/06/Tipped-Workers-State-by-State-2024.6.12v1.pdf
  15. Economic Policy Institute, State of Working America Data Library, “Hourly wage, median – Median real hourly wage (2024$),” 2025. https://data.epi.org/wages/hourly_wage_median/line/year/state26/real_wage_median_2024/race?timeStart=1978-01-01&timeEnd=2024-01-01&dateString=2024-01-01&highlightedLines=race_hispanic&highlightedLines=race_white&highlightedLines=race_black.
  16. Economic Policy Institute, State of Working America Data Library, “Union membership – Share represented by a union,” 2025. https://data.epi.org/unions/union_members/line/year/state26/percent_union_covered/overall?timeStart=1982-01-01&timeEnd=2024-01-01&dateString=2024-01-01&highlightedLines=overall
  17. Economic Policy Institute, State of Working America Data Library, “Hourly wage, median – Median real hourly wage (2024$), https://data.epi.org/wages/hourly_wage_percentiles/line/year/state26/real_wage_2024/wage_percentile?timeStart=1978-01-01&timeEnd=2024-01-01&dateString=2024-01-01&highlightedLines=wage_p10&highlightedLines=wage_p90
  18. Economic Policy Institute, State of Working America Data Library, “Union wage premium – Union wage premium, average (regression-based),” 2025. https://data.epi.org/unions/union_wage_gaps/line/year/national/percent_union_premium/overall?timeStart=2003-01-01&timeEnd=2024-01-01&dateString=2024-01-01&highlightedLines=overall