CryptoSlate
A Cleveland Fed experiment found that showing retail investors Bitcoin's past 12-month returns raised their probability of owning crypto by about 2.5 percentage points, a roughly 23% jump from the 11% baseline. The randomized study traced a clean causal chain from information exposure to expectation changes to actual portfolio shifts. Researchers said the findings offer rare experimental evidence for a dynamic long associated with speculative markets.
Why it matters
The paper, "Do You Even Crypto, Bro? Cryptocurrencies in Household Finance," is a July 2026 working paper by Michael Weber, Bernardo Candia, Olivier Coibion, and Yuriy Gorodnichenko. During Q2 2025, the team randomly assigned participants to groups that received different pieces of financial information. One group was told Bitcoin had returned 14.3% over the prior 12 months; another was shown a Bitcoin price chart. Participants told the exact return raised their expected crypto return for the following year by 3.2 percentage points relative to control. Those shown the chart raised expectations by 1.2 percentage points.
The strongest response came from people who said they knew little about crypto. Roughly 40% of non-owners fell into that group, and close to 90% of them would not offer a numerical forecast for expected returns. After receiving Bitcoin information, that cohort shifted their desired crypto allocation by roughly half the starting average. Investors who had already written off crypto barely budged. The implication is direct: rallies recruit from the undecided, not the dismissive.
Market impact
The experiment does not establish that every Bitcoin rally produces the same demand response, nor quantify how much new retail flow moves price. But it formalizes the feedback loop that bulls and bears alike have argued about for years. Past gains raise expectations, expectations shift portfolio preferences, and at the margin, expectations translate into ownership. Crypto ownership climbed from roughly 3% of US households in 2021 to about 12% by mid-2023, dipped, and recovered to roughly 12% as Bitcoin traded above $120,000 in 2025.
A separate household panel showed that crypto wealth feeds back into real spending too. A household hypothetically holding its full portfolio in crypto was 1.4 percentage points more likely to buy a durable good like a computer or refrigerator if Bitcoin's price doubled in a quarter. The effect faded the following quarter, mirroring the spending pattern of gambling windfalls rather than traditional financial wealth.
Frequently asked questions
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What did the Cleveland Fed experiment actually test?
Researchers randomly assigned participants to groups shown different financial information during Q2 2025. One group was told Bitcoin returned 14.3% over the prior year; another saw a Bitcoin price chart. Others received S&P 500, GameStop, or FOMC inflation data.
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How much did seeing Bitcoin's returns change the chance of ownership?
Participants who saw the Bitcoin return or chart were about 2.5 percentage points more likely to report owning crypto in a follow-up survey, a roughly 23% increase over the 11% baseline. The pooled result was statistically significant with a p-value of 0.017.
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Who responded most strongly to the Bitcoin information?
People with limited crypto knowledge. About 40% of non-owners said they knew little about crypto, and close to 90% of that group would not give a numerical return forecast. Those respondents shifted their desired crypto allocation the most.
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Does the experiment prove Bitcoin rallies cause price moves?
No. Researchers said the study does not establish that every Bitcoin rally produces the same demand response or quantify how much new retail flow moves price. It isolates a causal chain from information to expectations to ownership, nothing more.
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Did the study find effects beyond portfolio choices?
Yes. A household panel analysis found that a Bitcoin price doubling was associated with a 1.4 percentage point higher likelihood of buying a durable good like a computer or refrigerator in that quarter. The effect faded by the next quarter, similar to gambling windfall spending.
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