[Long-term unemployment falling](https://www.cnbc.com/2026/08/07/long-term-unemployment-job-market-workers-labor-force.html) looks good on the surface, but the forensics are ugly. When workers exit the labor force *entirely*—not transition to new jobs—you lose household income stability. That hits rural communities first and hardest.

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