A recent Federal Reserve paper titled “Kalshi and the Rise of Macro Markets” has drawn attention to the growing role of prediction markets in tracking macroeconomic variables. The study examined whether retail-accessible, high-liquidity markets built around indicators such as inflation, interest rates, GDP growth, and employment data can provide reliable signals comparable to traditional forecasting tools.
According to the report, Kalshi performs on par with — and in some cases more consistently than — established survey-based measures. Researchers found that the platform reacts quickly to breaking news and reflects real-time shifts in market sentiment, offering a dynamic alternative to conventional forecasts and even to the Survey of Market Expectations conducted by the Federal Reserve Bank of New York.
The paper emphasized that prediction markets may deliver particularly valuable insights for macroeconomic variables where no other market-based probability distributions currently exist. Indicators such as GDP growth, core inflation, unemployment, and payroll data were cited as examples where these markets can provide unique forward-looking perspectives.
Growing Recognition Amid Regulatory Scrutiny
The report concluded that prediction markets can serve as a meaningful complement to existing research and policy tools. As liquidity deepens and participation broadens, their usefulness for real-time policy analysis and academic research is expected to expand further.
The findings add credibility to Kalshi at a time when some state regulators, including authorities in Tennessee and Massachusetts, have questioned whether such platforms resemble wagering services. However, the Commodity Futures Trading Commission has repeatedly asserted its jurisdiction over these derivative-style markets, with Chair Mike Selig stating that the agency will defend its exclusive regulatory authority.
As prediction markets continue to mature, their role in measuring macroeconomic expectations and uncertainty appears poised to become increasingly significant within the broader financial ecosystem.
Disclaimer: The information on this page may come from third parties and does not represent the views or opinions of Gate. The content displayed on this page is for reference only and does not constitute any financial, investment, or legal advice. Gate does not guarantee the accuracy or completeness of the information and shall not be liable for any losses arising from the use of this information. Virtual asset investments carry high risks and are subject to significant price volatility. You may lose all of your invested principal. Please fully understand the relevant risks and make prudent decisions based on your own financial situation and risk tolerance. For details, please refer to
Disclaimer.
Related Articles
Claude Code automation research wins the hackathon championship! Winner: I didn’t even know how we won
At the Autoresearch Hackathon hosted by Paradigm, Ryan Li used AI to complete the problem-solving process and ultimately won the championship. He used multiple AI agents to automate research, generated more than 1,000 strategies, and successfully created an approximately 900-line Python market-making algorithm, demonstrating AI’s advantages in problem-solving. The competition emphasized AI’s exploration and decision-making capabilities, showing that it can serve as a core execution unit.
ChainNewsAbmedia32m ago
Holding sports betting contracts as derivatives! The U.S. CFTC blocks local enforcement and seeks regulatory control over prediction markets
The U.S. federal government is working with the CFTC and the Department of Justice to try to shift regulatory authority over Kalshi prediction markets from state and local governments to the federal government, arguing that sports betting contracts are financial derivatives. If the court supports this position, it would change the legal status of prediction markets and standardize regulation nationwide, reducing the impact of state and local gambling laws.
CryptoCity41m ago
Polymarket Investigation Demanded by Congress After 50 New Accounts Bet on Iran Ceasefire Before Trump Announced It
Congressional scrutiny arises over Polymarket after over 50 new accounts placed bets on a US-Iran ceasefire just before Trump's announcement. Lawmakers are demanding a CFTC investigation, highlighting concerns about insider trading and the platform's regulatory status.
Cryptonews58m ago
A judge blocks Arizona from regulating prediction markets, halts the lawsuit against Kalshi
A U.S. federal court ruled to pause Arizona’s regulatory actions against the prediction market platform Kalshi, finding that the federal government has priority in regulating financial derivatives. The platform argues that its event contracts are not traditional gambling, but financial instruments. This ruling may affect a nationwide, unified regulatory framework for financial markets.
ChainNewsAbmedia2h ago
Sports betting contracts are derivatives! The U.S. CFTC blocks local enforcement, seeking regulatory authority over prediction markets
The U.S. federal government is working with the CFTC and the Department of Justice to try to shift regulatory authority over Kalshi prediction markets from local governments to the federal level, arguing that sports betting contracts are financial derivatives. If the court supports this position, it will change the legal status of prediction markets and standardize regulation nationwide, reducing the influence of local gambling laws.
CryptoCity3h ago
Designating sports event contracts as derivatives! The U.S. CFTC blocks local enforcement, seeking regulatory authority over prediction markets
The U.S. federal government is working with the CFTC and the Department of Justice to try to shift regulatory authority for Kalshi prediction markets from local governments to the federal level, arguing that sports betting contracts are financial derivatives. If the court backs this position, it will change the legal status of prediction markets and standardize regulation nationwide, reducing the influence of local gambling laws.
CryptoCity6h ago
