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Analyzing social media reactions to the FTX crisis: Unraveling the spillover effect on crypto markets.

Authors :
Lee, Chunsik
Lee, Suan
Kim, Junga
Lim, Joon Soo
Source :
Journal of Contingencies & Crisis Management. Jun2024, Vol. 32 Issue 2, p1-13. 13p.
Publication Year :
2024

Abstract

In this study, we analyzed social media conversations during the unfolding of the FTX crisis, the biggest cryptocurrency scandal in United States history. Drawing on the accessibility‐diagnosticity framework, we examined the negative spillover effect of the crisis using a natural language processing approach. We specifically assessed whether there was a negative spillover from FTX to other crypto entities with different levels of diagnostic attribute similarity. We collected a large corpus of Twitter conversations related to the FTX collapse in 2022 and used the association rule analysis to determine the association between FTX and other crypto entities. Our analysis revealed that the number of tweets mentioning FTX and other crypto entities changed in line with a series of real‐world events during the FTX crisis. The negative spillover of the FTX crisis occurred primarily during the first 10 days as the FTX scandal unfolded. The results indicated that the FTX crisis spilled over to highly accessible and diagnostic crypto entities, such as Binance, Bitcoin, and the cryptocurrency industry in general. On the other hand, less accessible and less diagnostic crypto entities/currencies like Ethereum and Coinbase did not experience negative spillover from the scandal. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09660879
Volume :
32
Issue :
2
Database :
Academic Search Index
Journal :
Journal of Contingencies & Crisis Management
Publication Type :
Academic Journal
Accession number :
178427174
Full Text :
https://doi.org/10.1111/1468-5973.12577