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Cleveland Fed's Hammack: Balance Sheet Impact on Economy Deeply Uncertain
Federal Reser
2026-08-27 11:33:55

Cleveland Fed study says crypto ownership is driven more by beliefs than demographics

A new study from the Federal Reserve Bank of Cleveland argues that crypto ownership is explained more by investors’ subjective expectations for returns and risk than by standard demographic factors such as age, income, or gender. The paper, titled Do You Even Crypto, Bro? Cryptocurrencies in Household Finance, was written by Michael Weber, Bernardo Candia, Olivier Coibion, and Yuriy Gorodnichenko and draws on multiple large-scale surveys of U.S. households, with as many as 25,000 households in each round. The researchers found that, even after controlling for other factors, people under 40 were about 13 percentage points more likely to hold crypto than those over 60, while men were about 4 percentage points more likely to hold it than women. Still, beliefs carried more explanatory power. Among respondents willing to forecast returns, crypto holders expected an average 22% return over the next year, compared with roughly 7% for non-holders. A 1 percentage point increase in expected crypto returns was associated with about a 0.8 percentage point increase in the likelihood of holding crypto. The study also found that providing respondents with Bitcoin’s past 12-month return raised the average portfolio share they wanted to allocate to crypto by about 2 percentage points from a control-group baseline of about 4.3%, and increased the likelihood of later purchasing crypto by about 2.5 percentage points.

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Cleveland Fed study says crypto ownership is driven more by beliefs than demographics
Cleveland Fed study says Bitcoin return beliefs can drive crypto buying
Policy Regula
2026-08-23 15:30:53

Cleveland Fed paper says crypto ownership is shaped more by beliefs about returns than by demographics

A working paper from the Federal Reserve Bank of Cleveland argues that cryptocurrency stands apart from traditional assets because investor beliefs about future returns matter more than standard demographic traits in explaining who owns it. Drawing on repeated surveys covering as many as 25,000 US households per wave, the authors found that crypto holders and non-holders differ sharply in both expected returns and perceived risk. In the 2021 survey, many respondents said they could not even estimate what crypto might return over the next year, a sign that the asset class remains poorly understood across much of the population. The paper also reports results from a randomized information experiment conducted in 2025. Households that were shown Bitcoin’s previous 12-month return raised their desired crypto portfolio allocation by about 2 percentage points from a 4.3% control-group baseline, and subsequent crypto purchases increased by roughly 2.5 percentage points. The researchers say this points to a mechanism through which past gains can draw in new buyers and reinforce price moves. They also found that a doubling in Bitcoin’s price increased the likelihood of durable-goods purchases for households fully invested in crypto, while leaving ordinary spending unchanged, leading the authors to compare crypto gains to gambling or lottery income rather than a lasting rise in wealth.

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Cleveland Fed paper says crypto ownership is shaped more by beliefs about returns than by demographics
Fed study finds crypto investors are driven more by beliefs, and Bitcoin gains data can lift buying intent
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