Abstract
This paper examines whether aggregate uncertainty exposures are associated with the cross-section of cryptocurrency returns. Using 618 cryptocurrencies from April 2014 to December 2021, we find that cryptocurrencies with low financial uncertainty betas outperform those with high betas by approximately 21% per month, a spread comparable in magnitude to the cryptocurrency size return differential documented by Liu et al. (2022). Macroeconomic, policy, and volatility-based uncertainty measures show no cross-sectional return association. To explain this heterogeneity, we develop a novel taxonomy distinguishing investment-oriented from transaction-oriented cryptocurrencies based on design features such as consensus mechanism, supply limits, and anonymity. The financial uncertainty return spread concentrates among investment-oriented coins, consistent with these assets serving hedging functions during periods of financial stress. Trade-level analysis reveals that cryptocurrencies with positive financial uncertainty betas exhibit significantly larger average trade sizes, consistent with institutional hedging demand.
| Original language | English |
|---|---|
| Article number | 107717 |
| Pages (from-to) | 1-16 |
| Number of pages | 16 |
| Journal | Journal of Banking and Finance |
| Volume | 188 |
| DOIs | |
| Publication status | Published - Jul 2026 |
Bibliographical note
© 2026 The Authors. Published by Elsevier B.V. Version archived for private and non-commercial use with the permission of the author/s and according to publisher conditions. For further rights please contact the publisher.Keywords
- Bitcoin
- Cross-section of cryptocurrency returns
- Financial uncertainty
- Taxonomy
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