Minimum Wage Violations Hit a Record in 2025, How to Tell If Your Paycheck Is Short

Being underpaid is not always obvious from a payslip, which is exactly why it persists. A new Economic Commentary from the Federal Reserve Bank of Cleveland, published on August 24, 2026 and reported by Forbes, estimates that about 6.5 million American workers were paid below the applicable minimum wage in 2025 and that roughly 5.8 million of them experienced a likely violation rather than a legal exemption. Violation rates among nonexempt workers hit 5 percent, the highest in the series. At Metaintro, we cover pay data because knowing the number is the first step to correcting it, and this is a number a lot of people can check against their own payslip tonight.

What did the Cleveland Fed actually find?

The researchers extended an established method to cover 1996 through 2025, using the Current Population Survey run by the US Census Bureau. They looked at the 10 most populous states as a proxy for national patterns, then examined Ohio, Pennsylvania and Kentucky separately. Across those 10 states, both below-minimum-wage incidence and minimum-wage-violation incidence among all wage and salary workers have nearly doubled since 2004, and both reached their highest recorded level in 2025. Violation incidence among nonexempt workers specifically reached 5 percent that year.

Two features of the method matter for how much weight to put on it. The authors describe their approach as conservative, particularly in how they treat exempt and tipped workers, which means these are lower-bound estimates rather than worst-case ones. The analysis also covers only federal and state minimum wages and excludes city and county minimums, which the authors note likely understates the true total, since research incorporating city-level rates finds significantly higher incidence. In plain terms, the real figure is probably worse than 5.8 million. That is an unusual direction for a statistic to err in, and it is the reason this finding deserves attention rather than a shrug.

Is being paid below minimum wage always illegal?

No, and the distinction is the whole reason the research separates two measures. The Fair Labor Standards Act permits subminimum wages for specific categories, including certain individuals with disabilities, workers in exempt occupations and certified apprentices. There is also a federal youth minimum wage of 4.25 dollars an hour for workers under 20 during their first 90 consecutive calendar days of employment, though some states set a higher youth rate or apply the standard state minimum instead. Federal government employees can lawfully be paid below a state minimum provided they meet the federal floor. Individual states add further exemptions for particular occupations.

Here is the finding that cuts through all of that. The Cleveland Fed analysis concluded that between 9 and 15 percent of below-minimum-wage incidence is explained by lawful exemptions, while 85 to 91 percent is explained by likely violations. So while the exemptions are real and worth understanding, they account for a small minority of cases. When someone is paid below the minimum wage in the United States, the overwhelming probability is that it should not be happening. If your own situation involves tipped work, the rule to know is that tips plus base wage must reach the full applicable minimum, and if they do not, the employer owes the difference.

Which workers and industries are hit hardest?

The research identified personal services as the industry with the highest violation incidence rate, a position it has held for decades. But the more useful finding for most readers concerns absolute numbers rather than rates. Retail trade produces the most minimum-wage violations of any industry in raw terms, because it combines a high incidence rate with an enormous workforce. If you work in retail, you are statistically in the sector where this happens to the largest number of people, even though your per-person odds are lower than in personal services.

Five of the six highest-incidence industries have seen violation rates roughly double since 1994. That is a slow, sustained deterioration rather than a sudden crisis, which is part of why it attracts so little attention. Wage compression at the bottom of the market compounds it, and our analysis of how AI is shrinking the pay of 5.8 million workers rather than eliminating their jobs describes a parallel squeeze on the same population. Meanwhile pay growth lost ground again in the second quarter of 2026, which means the workers most exposed to underpayment are also the ones with the least cushion when it happens.

Why do violations rise when the minimum wage goes up?

This is the counterintuitive part of the research and worth stating carefully. The Cleveland Fed observed that violation incidence rises following minimum-wage increases, and cited existing literature finding that minimum wage increases lead to increased violation incidence, with those estimates unlikely to be explained by survey measurement error. The authors explicitly decline to claim a causal relationship in their own Fourth District data, and that caution should be respected rather than flattened into a headline.

The mechanism is not mysterious. When a legal floor rises quickly, some employers do not adjust, whether through ignorance of the new rate, deliberate non-compliance, or payroll systems that were never updated. Enforcement capacity does not scale with the size of the increase. The practical implication for workers is specific and actionable. The months immediately after a minimum wage rise in your state are exactly when you should check your rate most carefully, because that is the window when errors and violations cluster. States that index their minimum wage to inflation, as Ohio has since 2007, produce smaller annual steps and a different pattern than states making large jumps.

Why are some states getting better while the country gets worse?

The most encouraging finding in the research is regional. In Ohio, Pennsylvania and Kentucky, violation incidence rose during the federal minimum-wage increases of 1996 to 1998 that lifted the rate from 4.25 to 5.15 dollars an hour, then declined steadily until 2007. It surged again from 2007 through 2012, the period when Ohio raised its minimum above the federal level and tied future increases to inflation, and when Kentucky and Pennsylvania moved from 5.15 to 7.25 dollars. After 2012 it fell, reaching its lowest level in 2023. That trajectory runs directly against the national pattern of near-doubling since 2004.

The researchers do not claim to explain why, and neither should anyone reading it. What the contrast does establish is that rising violations are not inevitable. A region can absorb minimum wage increases and end up with better compliance a decade later, which means the national trend reflects choices about enforcement and payroll practice rather than an unavoidable consequence of raising the floor. Ohio's approach of indexing to inflation is worth noting in that context, since it produces small annual adjustments rather than occasional large jumps, and large jumps are the moments when compliance slips. For a worker deciding where to take a job, this is a genuine input. Two states with similar headline minimum wages can differ substantially in how reliably that minimum is actually paid, and the difference shows up in your bank account rather than in the job advert. It is the same reason we tell people to check what a role actually pays across markets rather than trusting a single advertised range.

How much money are we talking about per worker?

Enough to matter considerably. Across the 10 most populous states, the average weekly underpayment among workers experiencing violations rose sharply from 2017 and exceeded 110 dollars per week in 2023, which the researchers put at roughly 5,720 dollars a year, adjusted for inflation using the consumer price index and expressed in 2025 dollars. In the three Fourth District states examined, average weekly underpayment has mostly moved between 60 and 95 dollars since 2000, a lower range that reflects that region's different trajectory.

For context on scale, earlier research covering 2013 through 2015 found workers in the 10 most populous states losing 8 billion dollars a year to minimum-wage-violation underpayment, affecting 2.4 million workers at an average of about 3,300 dollars each, and estimated that paying those workers correctly would cut their poverty rate by roughly 30 percent. Set against that, official recovery is modest. The US Department of Labor recovered more than 259 million dollars in back wages and damages for 176,957 workers in fiscal year 2025, a real sum that nonetheless represents a fraction of what the research suggests is owed. Losing 5,720 dollars a year is the difference between affording a place to live and not, which our look at the salary you need to buy a home in 2026 puts in perspective.

How do you tell if your own paycheck is short?

Do the arithmetic rather than trusting the total. Find your applicable minimum wage first, which is the highest of the federal rate of 7.25 dollars, your state rate, and any city or county rate where you work. The Department of Labor's minimum wage page lists state rates, and remember the Cleveland Fed excluded local minimums entirely, so a city rate may apply to you that this research would not have counted.

Then divide your gross pay for the period by the hours you actually worked, including any time spent on tasks before or after your shift. That last part is where a large share of quiet underpayment lives. Time spent opening up, closing down, cleaning, cashing out, attending required meetings or completing mandatory training is generally compensable, and excluding it can drag an apparently lawful hourly rate below the floor. Deductions for uniforms, tools or till shortages cannot lawfully take you below the minimum wage either. If you are tipped, add your tips to your base wage and check the combined figure against the full minimum. If the result of any of these calculations is below your applicable rate, you may have a claim, and the gap is often small per hour and large per year.

What can you actually do about it?

Start with records, because a claim is only as good as its documentation. Keep your own log of hours worked, save every payslip, and photograph schedules and clock-in screens. Do this before raising anything, since records created contemporaneously carry far more weight than reconstructions. Then decide whether to raise it internally. Payroll errors genuinely happen, and many are fixed within a pay cycle once someone is shown the arithmetic in writing.

If that does not resolve it, you can file a complaint with the Department of Labor's Wage and Hour Division, which investigates at no cost to you, or with your state labor agency, which sometimes offers stronger remedies than federal law. Retaliation for making a wage complaint is itself unlawful. Know too that enforcement resources are thin, which is part of why this problem has grown, so an individual complaint may take time. Collective action changes that arithmetic, which is one reason cases such as New Jersey suing Amazon over delivery driver pay and working conditions recover more than individual claims typically do. The same instinct applies to conditions as well as pay, and 74 percent of workers have skipped work over unsafe conditions rather than reporting them. Finally, treat the underlying issue as a market problem too. If an employer is underpaying you at the legal floor, they are unlikely to pay you well above it later, and seven things you can negotiate when the salary will not move is more useful somewhere that pays correctly. At Metaintro, we would rather help you find that employer than help you argue with this one.

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People Also Asked

Q: How many US workers are paid below minimum wage?

A: Cleveland Fed researchers estimate about 6.5 million workers nationwide were paid below the applicable minimum wage in 2025, of whom roughly 5.8 million experienced a likely violation rather than a lawful exemption. Violation incidence among nonexempt workers reached 5 percent across the 10 most populous states, the highest on record. The authors call these lower-bound estimates because they exclude city and county minimum wages.

Q: Is it legal to pay someone less than minimum wage?

A: In limited circumstances, yes. The Fair Labor Standards Act allows subminimum wages for certain workers with disabilities, some exempt occupations and certified apprentices, plus a youth rate of 4.25 dollars an hour for under-20s during their first 90 consecutive days. States add their own exemptions. However, the Cleveland Fed found lawful exemptions explain only 9 to 15 percent of below-minimum-wage cases, with 85 to 91 percent being likely violations.

Q: What should I do if my employer is paying me below minimum wage?

A: Document first. Keep your own record of hours worked, save payslips and photograph schedules. Raise it in writing with your employer, since genuine payroll errors are common and often fixed quickly. If that fails, file a complaint with the Department of Labor's Wage and Hour Division or your state labor agency, both of which investigate at no cost. Retaliating against you for a wage complaint is itself unlawful.

Finding out you have been underpaid is demoralising, and chasing it is exhausting on top of a job that already pays too little. You deserve both the back pay and a better employer. Metaintro matches your experience against live openings from more than fifty million job postings, including employers in your area paying well above the legal floor for the work you already do. Create a free profile and see what your hours are worth somewhere else.