A study by economists at the Federal Reserve has identified Kalshi as a potentially valuable tool for forecasting economic conditions, as uncertainty grows over the central bank’s leadership and policy direction.
The research, titled “Kalshi and the Rise of Macro Markets”, found that data from prediction markets can provide real-time, high-frequency insights into key indicators such as interest rates, inflation, gross domestic product, and unemployment, offering policymakers an additional lens beyond traditional surveys and futures markets.
“Kalshi markets provide a high-frequency, continuously updated, distributionally rich benchmark” that is valuable to both researchers and policymakers, the authors wrote.
The study was co-authored by Anthony Diercks, Jared Dean Katz, and Jonathan Wright, who focused exclusively on Kalshi due to its relative maturity in economic forecasting markets.
The authors said prediction market data is often as accurate as, and in some cases superior to, established benchmarks. “Using newly available contracts across a broad set of macroeconomic indicators, we have shown that Kalshi-implied distributions are well-behaved, responsive to news, and comparable in forecasting accuracy to established benchmarks such as the Survey of Market Expectations and the Bloomberg consensus,” they wrote.
“In several cases, they provide unique insights – particularly for variables like GDP growth, core inflation, unemployment, and payrolls, for which no other market-based distributions currently exist.”
In at least one instance, Kalshi more accurately predicted the size of a Federal Reserve rate cut than traditional forecasting tools, according to the study.
The findings come as prediction markets draw increased attention from policymakers and regulators. While the Fed does not regulate such platforms, oversight falls to the Commodity Futures Trading Commission. The study suggests these markets could complement central bank decision-making and improve communication around policy expectations.
“Prediction markets offer high-frequency, continuously updating forecasts that can complement central bank decision-making,” the authors wrote. “High-frequency data let us apply an event study methodology to see how news shapes beliefs about macroeconomic indicators.”
“For macroeconomic indicators like CPI and unemployment – two pillars of the Federal Reserve’s dual mandate – market-based forecasts improve the Fed’s ability to communicate policy direction and assess the market’s perceived reaction function under various scenarios.”
However, the report also highlighted limitations, noting that low trading volumes in some contracts can lead to unreliable estimates. “Separately, the outermost (tail) contracts often suffer from low trading volume, which can lead to tail prices and noisy estimates in the tails of the distribution – especially in illiquid markets,” the authors said.
The growing interest in prediction markets comes against a politically charged backdrop. U.S. President Donald Trump has clashed with Fed Chair Jerome Powell over interest rate policy, while uncertainty surrounds the timing of Powell’s departure and the confirmation of nominee Kevin Warsh.
The nomination process has been slowed by political tensions, including the potential for delays from Senator Thom Tillis, and a now-dismissed subpoena from the Justice Department related to Federal Reserve renovation costs.
“A mountain of evidence suggests that the Government served these subpoenas on the Board to pressure its Chair into voting for lower interest rates or resigning,” Judge James Boasberg wrote in a court filing.
Powell intends to remain in his role until a successor is confirmed. “That is what the law calls for, that’s what we’ve done on several occasions, including involving me, and that’s what we’re going to do in this situation,” he said.
“And while I’m at it, on the question whether I will leave while the investigation is ongoing, I have no intention of leaving the Board until the investigation is well and truly over, with transparency and finality…On the question of whether I will then continue to serve as a governor after my term ends, and after the investigation is over, I have not made that decision yet. And I will make that decision based on what I think is best for the institution and for the people we serve,” he added.
Meanwhile, Kalshi remains under scrutiny despite its growing prominence. The platform, which helped expand prediction markets during the 2024 elections, faces multiple legal challenges and ongoing debate over whether certain contracts, particularly in sports, resemble unregulated gambling.
Original article: https://www.yogonet.com/international/news/2026/03/20/118189-federal-reserve-study-highlights-kalshi-as-emerging-tool-for-macroeconomic-forecasting
