Exploring the nexus between price and volume changes in the cryptocurrency market

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dc.cclicenceN/Aen
dc.contributor.authorAdediran, Adeyinka
dc.contributor.authorBabajide, Bola
dc.contributor.authorOsina, Nataliia
dc.date.acceptance2023-07-19
dc.date.accessioned2023-10-04T13:13:14Z
dc.date.available2023-10-04T13:13:14Z
dc.date.issued2023-08-12
dc.descriptionThe file attached to this record is the author's final peer reviewed version. The Publisher's final version can be found by following the DOI link.
dc.description.abstractThe analysis of the price–volume relationship offers valuable insights into the underlying dynamics of financial markets, enabling investors and market participants to make informed inferences based on the data derived from price and volume. This concept has extensively been studied in the stock market, while it remained understudied in the cryptocurrency trading system. The study aims to contribute to the literature by examining the causal relationship between price changes and trading volume for the top three cryptocurrencies (Bitcoin, Ethereum and Tether) listed on CoinMarketCap. Previous research that examined causal relationship focused on Bitcoin and Ethereum, while neglecting Tether, which is often used by investors to avoid price volatility. The study employs correlation matrix, vector autoregression Model, and granger causality to conduct the analysis of the research. The data for this study were extracted from CoinMarketCap, which provides the daily closing price and 24 hours traded volume of the top three cryptocurrencies from January 1, 2016 to December 31, 2021. The outcome of the preliminary study suggested that there is a positive significant price–volume relationship for Bitcoin and Ethereum, while there is a negative relationship for Tether. Furthermore, the study exhibits that there is a unidirectional causality between price return and volume change of Bitcoin and Ethereum, while there is no evidence of causality for Tether. Therefore, the empirical results establish the reliability of variable forecasting, empowering market participants and investors to make informed investment decisions.en
dc.funderNo external funderen
dc.identifier.citationAdediran, A., Babajide, B., and Osina, N. (2023) Exploring the nexus between price and volume changes in the cryptocurrency market. Journal of Asset Management, 24, pp. 498-512
dc.identifier.doihttps://doi.org/10.1057/s41260-023-00323-2
dc.identifier.urihttps://hdl.handle.net/2086/23256
dc.language.isoenen
dc.peerreviewedYesen
dc.publisherSpringeren
dc.researchinstituteFinance and Banking Research Group (FiBRe)en
dc.rightsAttribution 2.0 UK: England & Walesen
dc.rights.urihttp://creativecommons.org/licenses/by/2.0/uk/
dc.subjectBitcoin en
dc.subjectCorrelationen
dc.subjectCryptocurrency market en
dc.subjectGranger causality en
dc.subjectPrice returnen
dc.subjectVector autoregression en
dc.subjectVolume changesen
dc.titleExploring the nexus between price and volume changes in the cryptocurrency marketen
dc.typeArticleen

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