Climate Change, Energy Prices, and the Returns of Proof-of-Work vs. Proof-of-Stake Crypto Assets

with Fabian Eska

From December 2021, Proof-of-Work (PoW) crypto assets earn a systematic risk premium of 20% p.a. over Proof-of-Stake (PoS) crypto assets. This finding aligns with asset pricing theory, suggesting that energy-intensive assets, such as PoW assets, should be systematically riskier than their less energy-intensive PoS counterparts due to the cyclicality of energy prices. We show that contemporaneously, the systematic part of the returns from a portfolio that is long PoW and short PoS covaries negatively with innovations in climate change concerns and with innovations in the oil price. A one standard deviation increase in climate change concerns is associated with 25% of a standard deviation decrease in systematic PoW minus PoS returns. For an oil price shock, the corresponding number is 11%. Prior to 2021, PoS assets were systematically riskier than PoW assets. We show that this can be attributed to the cyclicality of the opportunity cost associated with PoS, which dominates the energy-related risk premium of PoW in this period of the sample.

Marcel Müller
Marcel Müller
Postdoctoral Researcher

My current research is focused on asset pricing, asset management, decentralized finance and the application of machine learning methods in finance.