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Infrastructure vs Regulatory Shocks: Asymmetric Volatility Response in Cryptocurrency Markets
Submitted to: Digital Finance (Springer)
Abstract
Infrastructure failures generate 5.7× larger volatility shocks than regulatory announcements in cryptocurrency markets (2.385% vs 0.419%, p=0.0008, Cohen's d=2.753). Using TARCH-X models with decomposed GDELT sentiment indices across 50 events (2019–2025) and 6 cryptocurrencies (BTC, ETH, XRP, BNB, LTC, ADA), we demonstrate that markets distinguish between mechanical-disruption events (exchange outages, protocol exploits) and expectation-channel events (enforcement actions, policy changes).
Suggested Citation
Murad Farzulla (2025). Infrastructure vs Regulatory Shocks: Asymmetric Volatility Response in Cryptocurrency Markets. ASCRI Working Paper DAI-2506. DOI: 10.21203/rs.3.rs-8323026/v1
BibTeX
@misc{farzulla2025_market_reaction_asymmetry,
author = {Farzulla, Murad},
title = {Infrastructure vs Regulatory Shocks: Asymmetric Volatility Response in Cryptocurrency Markets},
year = {2025},
howpublished = {ASCRI Working Paper DAI-2506},
doi = {10.21203/rs.3.rs-8323026/v1},
url = {https://systems.ac/3/DAI-2506}
}