PPI - Radically Pragmatic
  • Donate
Skip to content
  • Home
  • About
    • About Us
    • Locations
    • Careers
  • People
  • Projects
  • Our Work
  • Events
  • Donate

Our Work

How the Hidden Jobs Numbers Influenced the Election

  • November 5, 2014
  • Michael Mandel

Why were Democrats trounced so soundly? Many of the losers—including Mark Udall of Colorado, Mark Pryor of Arkansas, Michelle Nunn of Georgia, and Kay Hagan of North Carolina—were done in by state economies that are fundamentally a lot worse than the headline statistics show.

Consider Udall’s fate in Colorado, where the unemployment rate was only 4.7% in September, down from 8.5% only three years earlier, and not much above the 4% in 2007. Looks pretty healthy, right? The only problem is that Colorado’s labor force participation rate has plummeted by more than 5 percentage points since 2007, one of the biggest drops among the states. That means there are 220,000 Colorado residents who could be out looking for jobs, but aren’t, probably because they don’t like what they could get. Udall’s margin of defeat, as of this afternoon: roughly about 75,000 votes.

The same problem shows up in state after state. Mark Pryor faced an electorate where the labor force participation rate had dropped by almost 6 percentage points from 2007 to 2014, the largest decline of any state. That’s 135,000 Arkansas residents out of the workforce, who would have been there in 2007. Pryor’s margin of defeat is 143,000.

You get the picture. Here’s a list of the top worst states, ordered by decline in labor force participation rate since 2007.

  1. Arkansas -5.9
  2. New Mexico -5.6
  3. Georgia -5.6
  4. Alabama -5.5
  5. Tennessee -5.5
  6. Colorado -5.3
  7. Nevada -5
  8. Mississippi -4.9
  9. Washington -4.8
  10. North Carolina -4.7

Related Work

Op-Ed  |  January 16, 2026

Weinstein Jr. for Real Clear Markets: Stablecoin Rewards and Their Quiet Threat to Community Banking

  • Paul Weinstein Jr.
Publication  |  January 14, 2026

Building Trust Through Transparency: A New Federal Framework for Autonomous Vehicle Safety

  • Andrew Fung Alex Kilander Aidan Shannon
Press Release  |  January 13, 2026

Proposed Credit Card Rate Cap Risks Cutting Off Millions of Borrowers

  • Andrew Fung Alex Kilander Paul Weinstein Jr.
Press Release  |  December 11, 2025

New PPI Report Uncovers Billions in Hidden Costs from Federal Debit Fee Cap

  • Robert J. Shapiro Jerome Davis
Publication  |  December 11, 2025

The Unanticipated Costs and Consequences of Federal Reserve Regulation of Debit Card Interchange Fees

  • Robert J. Shapiro Jerome Davis
Blog  |  November 20, 2025

Stablecoins Could Hurt Local Economies. Voters Agree.

  • Paul Weinstein Jr.
  • Never miss an update:

  • Subscribe to our newsletter
PPI Logo
  • Twitter
  • LinkedIn
  • Facebook
  • Donate
  • Careers
  • © 2026 Progressive Policy Institute. All Rights Reserved.
  • |
  • Privacy Policy
  • |
  • Privacy Settings