Federal Reserve Bank of Cleveland study reveals crypto investors swayed by Bitcoin returns

Tell someone how much Bitcoin has gone up in the past, and they’ll want to buy more of it. That’s not a marketing insight from a crypto exchange. It’s a finding from the Federal Reserve Bank of Cleveland.

A working paper released on July 14, 2026, titled “Do You Even Crypto, Bro? Cryptocurrencies in Household Finance,” digs into the psychology and demographics of US crypto investors. The paper, authored by a team including economists Michael Weber and Bernardo Candia, uses large-scale household surveys and an embedded experiment to map out who owns crypto, why they own it, and what happens when you feed them historical return data.

Past performance apparently does guarantee future purchases

The study’s most striking component is its experiment. Researchers provided a subset of survey participants with information about Bitcoin’s historical returns. The control group got no such data.

Participants who saw Bitcoin’s track record significantly increased their desired allocation to crypto. More importantly, those intentions translated into action: actual crypto purchases rose among the group that received the performance data.

A demographic portrait that surprises no one

Crypto holders skew younger, male, and more libertarian in their political orientation compared to non-holders. They also tend to anticipate significantly higher returns on their investments than non-holders expect from traditional assets.

Perhaps more revealing is the risk perception gap. Crypto holders view digital assets as safer than non-holders believe them to be.

The wealth effect is real, and it extends to washing machines

One of the paper’s more novel contributions links Bitcoin price movements to real-world consumer spending. Specifically, the researchers found a correlation between Bitcoin price fluctuations and changes in durable-goods spending among existing crypto holders.

In plain terms: when Bitcoin goes up, crypto holders spend more on things like appliances, cars, and furniture. When it drops, they pull back.

The paper builds on earlier groundwork laid by a 2023 National Bureau of Economic Research study that explored household expectations around digital assets. The Cleveland Fed’s 2026 findings extend that framework with experimental evidence and spending data.

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