Beliefs about beta: upside participation and downside protection

Published in Review of Finance, 2025

Recommended citation: Merkle, Christoph, and Michael Ungeheuer. (2025). "Beliefs about beta: upside participation and downside protection." Review of Finance, forthcoming.

In four large online experiments, we study how investors assess the relationship between stock portfolios and the market. Participants select or are randomly assigned a portfolio of stocks from a market index. They state portfolio return expectations conditional on different market outcomes, revealing implied beliefs about portfolio beta. We find general underestimation of beta which is stronger for downside beta. This asymmetry is amplified for participants who select their portfolio. They believe their portfolio goes up with the market but does not come down with it. We confirm biased beliefs about beta with financial professionals, monetary incentives, and alternative belief elicitation methods.

Limited access journal version Working paper version

JEL codes: G11, G12, G41.

Keywords: Return Expectations, Risk Expectations, Beta, Diversification, Overconfidence.