The official U.S. unemployment rate fell to 4.1 percent in July, down from 4.2 percent in June and 4.5 percent in November — a steady decline Federal Reserve Chairman Kevin Warsh cited at Jackson Hole on Friday as evidence the economy sits at or near full employment. [1] A second government-adjacent statistic, tracking a broader definition of joblessness, moved the opposite direction over the same stretch: the Ludwig Institute for Shared Economic Prosperity's "functionally unemployed" measure rose for a fourth consecutive month in July, reaching 24.9 percent of the labor force, up 1.3 percentage points since March. [1]

Both numbers are, in their own terms, accurate. They are simply measuring different populations. The Bureau of Labor Statistics' headline rate counts people actively looking for work and unable to find any. LISEP's True Rate of Unemployment adds two categories the official rate excludes entirely: people working part-time who want full-time hours, and people employed but earning below a living wage. [1] The gap between 4.1 percent and 24.9 percent is not a measurement error. It is a definition Washington's policy apparatus has chosen not to use — and Friday's Jackson Hole speech is a clean example of the consequence. With the narrower number falling, Warsh signaled the Fed's institutional attention has shifted away from the labor market entirely and toward inflation, the other half of its dual mandate. [1]

That shift is happening even as the mechanics behind the falling headline rate look less like strength than shrinkage. Retiring baby boomers and the Trump administration's immigration crackdown have been contracting the overall labor market, and Fortune reported that the "breakeven rate" of job growth — the number of net new jobs the economy needs each month just to hold the unemployment rate steady — actually went slightly negative during the summer and fall of 2025. [1] Economists expect that to recur in 2028, meaning the economy would, in that scenario, need to shed workers simply to keep the official rate from rising. [1] A falling denominator produces a falling rate regardless of whether new jobs are being created — a distinction the headline number cannot convey on its own, and one the Fed's public framing did not address Friday.

The LISEP data captures what the shrinking-labor-force explanation misses: people who want work are not finding the kind they need. The functional-unemployment measure's companion statistic — the share of the working-age population not functionally employed, including people who have dropped out of the labor force altogether — hit 53.8 percent, up 0.8 percentage points since the start of the year. [1] LISEP Chairman Gene Ludwig drew the connection explicitly: "Functional unemployment is moving higher while workforce participation is moving lower. If this continues, it would suggest the labor market is losing strength despite what we may see in the headline unemployment numbers." [1]

The demographic breakdown inside LISEP's July data complicates any single story about who is being left behind. Functional unemployment for Black workers held flat at 27.3 percent; it rose 0.6 percentage points to 23.8 percent for white workers and fell 1.5 percentage points to 26.7 percent for Hispanic workers. [1] The sharpest divergence ran along gender lines: the rate for men fell 0.9 percentage points to 19.5 percent, while the rate for women jumped 1.6 percentage points to 31 percent — the highest level recorded since March 2021, when the economy was still climbing out of the pandemic shock. [1] Fortune's reporting ties that gap to two colliding trends: the AI-driven construction and skilled-trades boom pulling in traditionally male-dominated labor, while a simultaneous crisis in family-care services has forced many women to pull back from paid work altogether. [1]

Ludwig's closing warning is the one the Fed's narrower reading has no mechanism to register at all: "In a strong labor market, good jobs and rising wages should bring more people into the workforce, not fewer. We need to pay attention when that starts moving in the other direction. It could be a sign that people aren't finding the opportunities they want or need, which matters for the broader economy." [1] Friday's jobs report, due this coming Friday, is expected to hold the headline rate at 4.1 percent with payrolls rebounding to a gain of 50,000 after July's surprise loss of 23,000. [1] Whichever number leads that story, the other one will still be climbing underneath it.

-- SAMUEL CRANE, Washington