Cleveland Fed: Crypto Ownership Driven by Beliefs, Not Demographics

Cryptocurrency ownership is driven primarily by individual beliefs about future returns rather than traditional demographic factors. A new working paper from the Federal Reserve Bank of Cleveland suggests that this reliance on subjective expectations makes the market uniquely susceptible to speculative feedback loops.

In the study, titled “Do You Even Crypto, Bro? Cryptocurrencies in Household Finance,” researchers found that expected returns explain more of the variation in crypto ownership than age, income, or gender. The gap in expectations is stark: crypto owners anticipated an average annual return of 22%, while non-owners expected only 7%. The data shows a tight correlation between these beliefs and action, as a 1-percentage-point increase in expected return is associated with a 0.8-percentage-point increase in the probability of ownership.

The Psychology of Speculation

To understand these drivers, the Federal Reserve Bank of Cleveland utilized repeated surveys of up to 25,000 U.S. households per wave and a randomized information experiment. The findings highlight a high sensitivity to recent performance. For instance, providing participants with information on Bitcoin's 12-month returns increased their desired portfolio allocation by approximately 2 percentage points, representing a 47% relative increase.

This behavior contrasts sharply with traditional assets like stocks and bonds, where demographics typically play a more significant role in ownership than specific, short-term return expectations. The study also noted a distinct pattern in how gains are spent. When the price of Bitcoin doubled, households with crypto-heavy portfolios were 1.4 percentage points more likely to purchase a durable good, though this price surge had no effect on their ordinary spending. This suggests that many households treat crypto gains as "gambling income" rather than permanent wealth.

Market Implications

These findings suggest that the extreme volatility of the cryptocurrency market is rooted in a lack of common information and widely divergent beliefs among investors. Because new participants are easily attracted by past gains, the market is prone to speculative bubbles. As the study authors noted, "Positive returns attract new participants, which raises the price further."

This mechanism creates a cycle where price increases reinforce bullish expectations regardless of underlying fundamentals. Without a shared set of data or valuation metrics to anchor the market, the authors argue that "the absence of common information and beliefs about crypto across investors suggests that price volatility will continue to be one of the most defining characteristics of this new asset for the foreseeable future."

What's Next

As institutional adoption grows, it remains to be seen if the introduction of more standardized valuation models will dampen this volatility. For now, the Cleveland Fed's research indicates that the crypto market remains a landscape of divergent beliefs, where the psychological lure of high returns outweighs the traditional financial profiles that govern the rest of household finance.