A licensed social worker reports seeing warning signs of problem gambling among a subset of prediction-market participants in the U.S. [1].

This trend suggests that the psychological mechanisms driving addiction are not limited to traditional casinos or sportsbooks. As prediction markets grow in popularity, they may create a new pipeline for gambling disorders by masking high-risk behavior as intellectual forecasting.

Prediction markets operate by allowing users to bet on the outcome of future events. While some platforms argue they differ from traditional sportsbooks, critics and officials disagree [3]. Utah Gov. Spencer Cox said prediction markets are gambling, just with a different label [3].

For some users, the experience is indistinguishable from traditional betting. A tax accountant treating an addiction patient said, "I get the same high on those platforms that I got from sports betting" [3]. The social worker said these platforms deliver the same psychological high that can lead to addiction [3].

Financial investment in these platforms has surged. Kalshi, one such market, raised $150 million in funding [3]. This growth coincides with a broader rise in the U.S. gambling landscape, where sports-betting revenue reached a record $13.5 billion in 2024 [4].

Social workers and addiction specialists are now monitoring how these platforms attract users who may not identify as gamblers. Because the platforms focus on current events and data, users may believe they are engaging in a strategic exercise rather than a high-risk activity. This perception can delay the recognition of addiction until significant financial loss has occurred [1].

Despite the warnings, the industry continues to expand. The intersection of financial speculation and event forecasting has blurred the line between investing and gambling, creating a complex challenge for public health officials attempting to curb problem gambling [3].

“"Prediction markets are gambling, just with a different label."”

The emergence of gambling addiction within prediction markets indicates that the 'intellectual' framing of these platforms does not protect users from the dopamine-driven cycle of addiction. As these markets integrate further into financial and political discourse, they may bypass traditional gambling safeguards, potentially increasing the number of individuals suffering from gambling disorders who do not recognize their behavior as a clinical issue.