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The labor market is not one number: August report confirms stagnation narrative

Job growth remains anemic as structural challenges deepen

By Anmol Rathi and Aparna Mathur
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The August employment report delivered another disappointingly weak performance, adding just 22,000 jobs and confirming that the U.S. labor market has essentially stagnated since April. While unemployment held steady at 4.3 percent, the underlying data reveal a labor market struggling with persistent structural challenges. That includes rising long-term unemployment, declining workforce participation, and an economy increasingly dependent on health care for any job growth. The combination of ongoing federal workforce reductions, trade policy impacts, and broader economic headwinds continues to weigh on employment prospects.

Headline numbers confirm stagnation narrative

August’s meager 22,000 job gain fell well-below the already-modest 12-month average and represents the continuation of a troubling trend that began in the spring. The Bureau of Labor Statistics explicitly noted that employment “has shown little change since April,” confirming what the underlying data has been signaling for months, the labor market has essentially flatlined.

The unemployment rate’s stability at 4.3 percent masks more concerning developments. At 7.4 million unemployed Americans, the figure has remained relatively unchanged both monthly and annually. That suggests the labor market has reached an equilibrium characterized by weak demand rather than robust full employment.

Adding to concerns about data reliability, revisions to prior months painted an even grimmer picture. June employment was revised down by a substantial 27,000 jobs, from 14,000 to a net loss of 13,000 positions. While July received a modest upward revision of 6,000 jobs, the combined effect reduced reported employment by 21,000 jobs over the two-month period. This pattern of significant downward revisions continues to raise questions about whether initial estimates are providing an overly optimistic view of real-time labor market conditions.

Health care dependency intensifies amid broad-based weakness

August’s job growth was almost entirely dependent on health care, which added 31,000 positions, representing more jobs than the economy created in total. While this 31,000 gain was actually below the sector’s robust 12-month average of 42,000 monthly additions, it remained the primary driver of any employment growth. The sector’s strength was distributed across ambulatory health care services (+13,000), nursing and residential care facilities (+9,000), and hospitals (+9,000).

Social assistance provided additional support with 16,000 new positions, entirely concentrated in individual and family services. This continued growth suggests persistent demand for support services, potentially reflecting ongoing economic pressures on American families navigating a challenging environment.

However, these gains were significantly offset by losses elsewhere. Federal government employment continued its relentless decline, shedding another 15,000 positions in August. This brings total federal job losses to 97,000 since January 2025, representing an accelerating workforce reduction that shows no signs of slowing. The cumulative impact of these reductions is creating economic headwinds in regions with high federal employment concentrations while raising questions about government service delivery capacity.

The mining, quarrying, and oil and gas extraction sector declined by 6,000 jobs after showing stability over the prior year, potentially reflecting ongoing energy market adjustments and policy impacts. Manufacturing employment fell by 12,000, with transportation equipment manufacturing particularly affected (-15,000), partly due to strike activity.

Wholesale trade continued its downward trend, losing another 12,000 positions. The sector has now shed 32,000 jobs since May, indicating potential weakening in the goods distribution network that could signal broader economic challenges ahead.

Long-term unemployment reaches alarming proportions

Perhaps the most troubling aspect of August’s report was the continued deterioration in long-term unemployment. The number of Americans jobless for 27 weeks or more held steady at 1.9 million but has surged by 385,000 over the past year. It’s a massive increase that now sees long-term unemployed workers comprising 25.7 percent of all unemployed Americans.

This means more than one-in-four jobless Americans has been without work for over six months, a level that indicates serious structural problems in the labor market. Long-term unemployment can become self-reinforcing as skills atrophy, networks weaken, and employer discrimination against the long-term unemployed intensifies. The year-over-year increase of 385,000 represents a fundamental shift in the nature of unemployment from short-term, frictional joblessness to more persistent, structural challenges.

Interestingly, new entrants to the labor force declined by 199,000 to 786,000, largely reversing July’s increase. This suggests that first-time job seekers may be experiencing particular difficulty finding employment in the current environment, potentially indicating weak entry-level hiring.

Labor force participation signals deeper disconnection

The labor force participation rate remained unchanged at 62.3 percent in August but has declined by 0.4 percentage points over the year, indicating a growing number of working-age Americans are disconnecting from the workforce entirely. The employment-population ratio similarly held at 59.6 percent but is also down 0.4 percentage points annually, showing fewer Americans are working relative to the total population.

These metrics continue to lag pre-pandemic levels significantly, with millions of potential workers remaining on the sidelines. The persistent gap suggests that labor market recovery remains fundamentally incomplete, with structural barriers preventing full workforce reengagement.

More concerning, the number of people not in the labor force who want a job remained elevated at 6.4 million, representing a substantial 722,000 increase over the year. This growing pool of marginally attached workers represents significant labor market slack that isn’t captured in headline unemployment figures and suggests underlying demand weakness.

Among marginally attached workers, the number held steady at 1.8 million, while discouraged workers, those who have stopped looking because they believe no jobs are available, remained at 514,000. While these figures were stable monthly, their elevated levels indicate persistent pessimism about job prospects among sidelined workers.

Wage growth moderates as hours stagnate

Average hourly earnings rose by a modest 0.3 percent to $36.53 in August, maintaining 3.7 percent year-over-year growth. While this wage growth continues to outpace inflation, providing real wage improvements for employed Americans. The pace has moderated from earlier periods and may reflect composition effects as lower-wage positions disappear faster than higher-wage jobs.

Working hours showed stagnation, with the average workweek for private non-farm employees remaining unchanged at 34.2 hours for the third consecutive month. Manufacturing hours edged down to 40.0 hours, while overtime held steady at 2.9 hours. The persistent weakness in hours worked indicates employers are managing labor costs cautiously and may be preparing for further economic softening.

Part-time employment for economic reasons held steady at 4.7 million, representing workers who would prefer full-time positions but cannot find them or have had their hours reduced. This elevated level suggests continued labor market slack and underutilization of available workforce capacity.

Demographic patterns reflect broader challenges

Unemployment rates remained relatively stable across demographic groups but continued to show significant disparities. Black workers maintained the highest unemployment rate at 7.5 percent, more than double the 3.7 percent rate for white workers. Adult women held a 3.8 percent rate, adult men 4.1 percent, while Asian Americans maintained 3.6 percent unemployment.

Teen unemployment, at 13.9 percent, reflects the particular challenges young workers face in securing employment during periods of economic weakness. Hispanic workers faced a 5.3 percent unemployment rate, indicating persistent disparities that suggest uneven labor market conditions across communities.

Looking forward: warning signs multiply

The August employment report confirms that the U.S. labor market has entered a period of sustained weakness that extends well beyond normal cyclical fluctuations. The combination of anemic job growth, massive federal workforce reductions, rising long-term unemployment, and declining workforce participation paints a picture of structural challenges that may require significant policy intervention to address.

Key areas requiring immediate attention include:

Federal workforce impact: With 97,000 federal jobs lost since January and reductions accelerating, the multiplier effects on local economies and contractor employment are becoming increasingly significant. This represents a substantial fiscal drag that may be underestimated in current economic projections.

Long-term unemployment crisis: The 385,000 increase in Americans unemployed for six months or more over the past year represents a structural crisis that threatens to become self-perpetuating without targeted intervention. Skills training, job placement services, and anti-discrimination measures may be necessary to prevent permanent workforce scarring.

Health care sector dependency: The economy’s reliance on health care for virtually all job growth raises questions about sustainability and economic diversification. While demographic trends support continued health care employment growth, over-dependence on any single sector creates vulnerability.

Labor force disconnection: The year-over-year increase of 722,000 Americans who want work but remain outside the labor force suggests significant structural barriers to workforce participation that require comprehensive analysis and targeted solutions.

Data reliability concerns: Continued large downward revisions to employment data indicate that real-time labor market conditions may be weaker than initial reports suggest, complicating policy responses and economic planning.

The August report reinforces the conclusion that the U.S. labor market faces challenges that extend beyond normal business cycle fluctuations. The combination of policy impacts, structural changes, and weak underlying demand has created conditions requiring sustained attention and potentially significant intervention to restore healthy employment growth and workforce participation. The coming months will be critical in determining whether these trends represent a new equilibrium or a transitional period requiring active policy response.

Photo of Anmol Rathi

Anmol Rathi

Anmol has spent his career asking the same question: How do we expand opportunity for people the system overlooks?

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Aparna Mathur

Lots of people talk about the ‘future of work.’ Aparna Mathur is helping to build it.