The Chicago Fed’s Labor Indicators Are Flashing Yellow. Here Is What the Data Actually Says

When official statistics indicate one thing while the underlying data subtly suggests another, a certain kind of unease sets in. That’s about where the American labor market is at the moment, and the Federal Reserve Bank of Chicago has been paying enough attention to develop a new theory to explain it.

Partially driven by necessity, the Chicago Fed launched its Labor Market Indicators in September 2025. Policymakers and economists were forced to squint at a jobs market they could hardly see when the federal government shut down and Bureau of Labor Statistics reports stopped coming in on time. Never one to wait around, Chicago Fed President Austan Goolsbee advanced a project that had been in the works for months: a real-time statistical framework that pieced together eleven data sources, including Morning Consult surveys, Google search trends, and ADP payroll figures, all with the goal of addressing one persistent question: what is actually happening in the labor market right now?

The real-time unemployment forecast is 4.46%, according to the most recent March 2026 advance estimate. That’s a slight increase from the 4.44% previously reported by the BLS, and it might not be cause for concern on its own. However, the underlying model is more honest than the headline. As of right now, it gives a 53% chance that the official unemployment rate will rise when the BLS finally reports, and a mere 21% chance that it will fall. That’s not catastrophic language, but it’s also not comforting.

The Chicago Fed’s strategy focuses on flows rather than stocks, which makes it genuinely intriguing and possibly more helpful than a single monthly jobs figure. It tracks the movement of workers, including who is being laid off, who is being hired, and at what rate, rather than just reporting the number of unemployed people at any given time. At 2.06%, the Layoffs and Other Separations Rate is essentially unchanged from a few months ago. In contrast, the Hiring Rate for Unemployed Workers has declined, from 46.51% to 45.52% in the previous year. It’s a minor drop. However, gradual drops in hiring rates have the potential to escalate into more serious issues.

In an interview with economist Kyla Scanlon last fall, Goolsbee put it bluntly: 100,000 net jobs created in a month masks a churn of about 5.2 million jobs gained and 5.1 million jobs lost. The net figure appears neat. The underlying reality is much more brittle and disorganized. The new indicators are specifically intended to highlight that vulnerability.

The stark contrast between the data and the assured tone that frequently accompanies official jobs reports is difficult to ignore. ADP’s private payroll data reportedly revealed a 92,000-job drop in recent weeks. This figure went viral on social media and alarmed some observers. Such signals are absorbed by the Chicago Fed’s own framework without causing alarm. At a time when economic sentiment is genuinely divided between cautious optimism and low-grade dread, the model’s ability to distinguish between noise and trend is useful.

Some labor economists believe that the consistent unemployment rate, which has been between 4.3% and 4.46% for several months, may be hiding a gradual decline in the availability and quality of employment. Over the course of several releases, the hiring rate for unemployed workers has been steadily declining, albeit not dramatically. Finding new employment is becoming a little more difficult or slower for workers who lose their jobs. The model itself makes no claims about whether that indicates a structural shift or merely a seasonal pattern. It does this by highlighting the directional pressure, which currently favors an increase in unemployment.

Additionally, the Chicago Fed’s model sheds light on how monetary policy decisions are made when data is scarce. Policymakers can’t always wait for perfect information because official BLS reports are subject to major revisions and are delayed by government shutdowns. Goolsbee has been outspoken about this, arguing that consistent LMI readings support ongoing focus on rate adjustments—basically, relying on the real-time indicators in the event that the conventional scoreboard goes dark. When GPS fails, it’s similar to using a compass. Though less accurate, it’s still better than nothing.

Leading the LMI team with colleagues Ben Henken, Katherine Jolley, Ezra Karger, and Aryan Safi is Chicago Fed economist Scott Brave, who has been open about the tool’s shortcomings. He has admitted that the BLS figures are still the gold standard. This is not a substitute for intelligence; rather, it is additional intelligence. However, supplementary intelligence becomes increasingly necessary in a world where data delays are becoming more frequent and economic conditions can change more quickly than official surveys can record them.

It is evident from watching this develop over the last few months that there is more to the story than a single indicator or percentage point. It concerns whether the American system for measuring work is evolving at a rate that keeps up with the times. Early-career hiring is changing due to AI. Geographical labor flows have been disrupted by remote work. The level of consumer debt is at an all-time high. According to the Chicago Fed’s own data, the labor market is cooling rather than collapsing. Furthermore, the distinction between tipping and cooling frequently resides in the kind of detailed flow data that was never intended to be captured by a single monthly headline figure.

The forecast isn’t alarming, at 4.46% and trending upward. However, it’s something to be aware of. The yellow light is illuminated.