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Even if official data is questionable, these 13 warning signs show the economy is struggling

Thomas Smith
4 Min Read

For decades, statistics from the U.S. government—especially from agencies like the Bureau of Labor Statistics (BLS)—have been the go-to measure of economic health. But trust in these numbers has been shaken recently by sharp downward revisions to jobs data, political controversies, and the abrupt removal of Erika McEntarfer, the BLS’s top official, earlier this month. Many Americans are now left asking: if official data can’t be trusted, how can you tell if the economy is in trouble?

Traditionally, reports from the BLS and other agencies provide a detailed snapshot of employment, inflation, productivity, and more. Businesses, investors, and policymakers rely on these numbers to guide decisions. But collecting accurate data in a large, fast-moving economy is inherently challenging.

The most recent jobs report highlighted these challenges. Initial figures suggested moderate job growth, but after downward revisions, the picture was far bleaker. Job creation was slower than in decades, excluding pandemic years. While revisions are common, such drastic changes are unusual. Combined with political turmoil—including President Donald Trump’s firing of the BLS commissioner—these developments have fueled doubt, criticism, and confusion.

So how can you gauge economic health if you can’t trust official numbers? Economists point to alternative indicators that offer insight without relying on government data. Here are the warning signs to watch:

1. Labor market conditions

Even without official jobs data, certain signals in the labor market indicate trouble:

  • Rising visible unemployment: Longer lines at job centers, disappearing “help wanted” signs, and increased layoffs reported by major companies.
  • Wage stagnation: Fewer raises, reduced hiring bonuses, and limited perks reflect broader economic stress.
  • Shift to part-time or gig work: Full-time jobs may be replaced by contract or gig positions, often noted in media and company announcements.

2. Consumer behavior and social signals

Economic stress leaves footprints in daily life:

  • Reduced spending: Empty restaurants, shops, and malls; fewer trips and vacations; heightened coupon use and price sensitivity.
  • Rising defaults: More foreclosure or “for sale” signs, eviction stories, and upticks in bankruptcies.
  • Increased demand for charity: Food banks, shelters, and local nonprofits often see higher demand before official statistics reflect the strain.

3. Business activity

Companies often signal trouble faster than official reports:

  • Layoff announcements: Press releases and industry newsletters can highlight struggling sectors.
  • Inventory issues and discounting: Retailers clearing excess stock or offering steep discounts indicate weak demand.
  • Small-business closures: More empty storefronts or liquidation notices reveal community-level economic stress.

4. Alternative and composite data

Private and international data can offer a clearer picture when government statistics are in doubt:

  • ADP private payroll data: Independent payroll reports track employment trends, sometimes diverging from BLS figures.
  • Human Development Index (HDI) and Genuine Progress Indicator (GPI): These measures incorporate health, education, and income, giving a broader sense of economic well-being. Some states, like Maryland and Vermont, use GPI alongside GDP for nuanced insights.
  • Well-being and social metrics: Life expectancy, education levels, and happiness polls often capture trends that GDP or jobs data alone miss.

5. Public mood and media reporting

News coverage and social media often act as early indicators: headlines dominated by job losses, business failures, or financial struggles usually reflect real economic distress, even if official numbers lag.

Skepticism toward government data is understandable, but the economy is more than statistics. Warning signs—from empty shops to rising bankruptcies—are visible in everyday life. Experts advise staying observant: follow local business trends, listen to personal stories, and track shifts in the private sector. When the economy is faltering, the signals are usually right in front of us.

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