Fed Study: Crypto Ownership Driven by Beliefs, Not Demographics

A new working paper from researchers at the Federal Reserve Bank of Cleveland argues that much of crypto’s unusual behavior may come down to how people form beliefs about digital assets—more than standard demographic or financial factors. In their analysis of household survey data and a randomized information experiment, the authors find that expectations about future crypto returns strongly track who owns cryptocurrency, and that learning about recent Bitcoin performance can meaningfully change both planned allocations and actual buying.

The work, titled “Do You Even Crypto, Bro? Cryptocurrencies in Household Finance”, also points to a mechanism that could help explain crypto’s persistent volatility: when prices rise, they may reinforce bullish expectations, drawing in additional buyers and further amplifying movements.

Key takeaways

• Return expectations explain crypto ownership better than demographics. The paper finds expected returns and perceived risk account for more variation in ownership than age, income, or gender.
• Many non-owners lack clear beliefs about crypto returns. In a 2021 Fed survey, most non-owners reported they did not know what return to expect over the following year.
• Information about recent Bitcoin performance changes behavior. In a 2025 randomized trial, showing households Bitcoin’s past 12-month return increased desired crypto allocations and subsequent purchases.
• Crypto gains may be treated like “gambling income,” not durable wealth. The study links BTC price increases to more durable-good spending, but not lasting increases in consumption.