IDEAS home Printed from https://ideas.repec.org/p/jrs/wpaper/202407.html
   My bibliography  Save this paper

Crypto news and policy innovations: Are European markets affected?

Author

Listed:

Abstract

Digital and crypto currencies are becoming an integral part of financial markets. Nevertheless, regulation of these markets seems still at an early stage and the literature evaluating the impact of policy interventions is scarce. We investigate the reaction of crypto markets in the aftermath of a policy announcement using textual information from news and sentiment analysis. Our findings are threefold. First, there is evidence of peaks in news about crypto-assets in correspondence of the date of new developments in EU legislation, in particular about Central Bank Digital currencies. Second, we find that both returns of cryptocurrencies and general stock market returns are directly proportional to the news sentiment about crypto markets. Third, our event study shows that the introduction of regulation on digital and crypto currencies is perceived as a negative shock by financial markets, especially for digital currencies.

Suggested Citation

  • Barbaglia, Luca & Bellia, Mario & Di Girolamo, Francesca & Rho, Caterina, 2024. "Crypto news and policy innovations: Are European markets affected?," JRC Working Papers in Economics and Finance 2024-07, Joint Research Centre, European Commission.
    • Handle: RePEc:jrs:wpaper:202407
    as

    Download full text from publisher

    File URL: https://publications.jrc.ec.europa.eu/repository/handle/JRC138863
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Allen, Sarah & Capkun, Srdjan & Eyal, Ittay & Fanti, Giulia & Ford, Bryan & Grimmelmann, James & Juels, Ari & Kostiainen, Kari & Meiklejohn, Sarah & Miller, Andrew & Prasad, Eswar & Wüst, Karl & Zhang, 2020. "Design Choices for Central Bank Digital Currency: Policy and Technical Considerations," IZA Discussion Papers 13535, Institute of Labor Economics (IZA).
    2. Luca Barbaglia & Sergio Consoli & Sebastiano Manzan, 2023. "Forecasting with Economic News," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 41(3), pages 708-719, July.
    3. Patell, Jm, 1976. "Corporate Forecasts Of Earnings Per Share And Stock-Price Behavior - Empirical Tests," Journal of Accounting Research, Wiley Blackwell, vol. 14(2), pages 246-276.
    4. Renault, Thomas, 2017. "Intraday online investor sentiment and return patterns in the U.S. stock market," Journal of Banking & Finance, Elsevier, vol. 84(C), pages 25-40.
    5. Thomas Renault, 2017. "Intraday online investor sentiment and return patterns in the U.S. stock market," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-03205113, HAL.
    6. Boehmer, Ekkehart & Masumeci, Jim & Poulsen, Annette B., 1991. "Event-study methodology under conditions of event-induced variance," Journal of Financial Economics, Elsevier, vol. 30(2), pages 253-272, December.
    7. Corrado, Charles J. & Zivney, Terry L., 1992. "The Specification and Power of the Sign Test in Event Study Hypothesis Tests Using Daily Stock Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 27(3), pages 465-478, September.
    8. Corbet, Shaen & Larkin, Charles & Lucey, Brian & Meegan, Andrew & Yarovaya, Larisa, 2020. "Cryptocurrency reaction to FOMC Announcements: Evidence of heterogeneity based on blockchain stack position," Journal of Financial Stability, Elsevier, vol. 46(C).
    9. Shapiro, Adam Hale & Sudhof, Moritz & Wilson, Daniel J., 2022. "Measuring news sentiment," Journal of Econometrics, Elsevier, vol. 228(2), pages 221-243.
    10. Fernandez, Raul & Palma Guizar, Brenda & Rho, Caterina, 2021. "A sentiment-based risk indicator for the Mexican financial sector," Latin American Journal of Central Banking (previously Monetaria), Elsevier, vol. 2(3).
    11. Almeida, José & Gonçalves, Tiago Cruz, 2023. "A systematic literature review of investor behavior in the cryptocurrency markets," Journal of Behavioral and Experimental Finance, Elsevier, vol. 37(C).
    12. James W. Kolari & Seppo Pynnönen, 2010. "Event Study Testing with Cross-sectional Correlation of Abnormal Returns," The Review of Financial Studies, Society for Financial Studies, vol. 23(11), pages 3996-4025, November.
    13. Ahn, Yongkil & Kim, Dongyeon, 2021. "Emotional trading in the cryptocurrency market," Finance Research Letters, Elsevier, vol. 42(C).
    14. Corrado, Charles J., 1989. "A nonparametric test for abnormal security-price performance in event studies," Journal of Financial Economics, Elsevier, vol. 23(2), pages 385-395, August.
    15. Brown, Stephen J. & Warner, Jerold B., 1985. "Using daily stock returns : The case of event studies," Journal of Financial Economics, Elsevier, vol. 14(1), pages 3-31, March.
    16. Brown, Stephen J. & Warner, Jerold B., 1980. "Measuring security price performance," Journal of Financial Economics, Elsevier, vol. 8(3), pages 205-258, September.
    17. A. Craig MacKinlay, 1997. "Event Studies in Economics and Finance," Journal of Economic Literature, American Economic Association, vol. 35(1), pages 13-39, March.
    18. Tim Loughran & Bill Mcdonald, 2011. "When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks," Journal of Finance, American Finance Association, vol. 66(1), pages 35-65, February.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Amavi S. S. Agbodji & Emmanuelle Nys & Alain Sauviat, 2021. "Do CDS Maturities Matter in the Evaluation of the Information Content of Regulatory Banking Stress Tests? Evidence from European and US Stress Tests," Revue économique, Presses de Sciences-Po, vol. 72(1), pages 65-102.
    2. Maul, D. & Schiereck, D., 2017. "The bond event study methodology since 1974," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 80723, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    3. Corrado, Charles J. & Truong, Cameron, 2008. "Conducting event studies with Asia-Pacific security market data," Pacific-Basin Finance Journal, Elsevier, vol. 16(5), pages 493-521, November.
    4. Andrieș, Alin Marius & Nistor, Simona & Ongena, Steven & Sprincean, Nicu, 2020. "On Becoming an O-SII (“Other Systemically Important Institution”)," Journal of Banking & Finance, Elsevier, vol. 111(C).
    5. Luca Aguzzoni & Gregor Langus & Massimo Motta, 2013. "The Effect of EU Antitrust Investigations and Fines on a Firm's Valuation," Journal of Industrial Economics, Wiley Blackwell, vol. 61(2), pages 290-338, June.
    6. Jan Bartholdy & Dennis Olson & Paula Peare, 2007. "Conducting Event Studies on a Small Stock Exchange," The European Journal of Finance, Taylor & Francis Journals, vol. 13(3), pages 227-252.
    7. Saeed Ghasseminejad & Mohammad R. Jahan-Parvar, 2020. "The Impact of Financial Sanctions: The Case of Iran 2011-2016," International Finance Discussion Papers 1281, Board of Governors of the Federal Reserve System (U.S.).
    8. Sebastien Bradley & Estelle Dauchy & Makoto Hasegawa, 2018. "Investor valuations of Japan’s adoption of a territorial tax regime: quantifying the direct and competitive effects of international tax reform," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 25(3), pages 581-630, June.
    9. Nicolau, Juan Luis & Sharma, Abhinav, 2022. "A review of research into drivers of firm value through event studies in tourism and hospitality: Launching the Annals of Tourism Research curated collection on drivers of firm value through event stu," Annals of Tourism Research, Elsevier, vol. 95(C).
    10. Kiesel, Florian & Ries, Jörg M. & Tielmann, Artur, 2017. "Reprint of “The impact of mergers and acquisitions on shareholders' wealth in the logistics service industry”," International Journal of Production Economics, Elsevier, vol. 194(C), pages 261-277.
    11. Karatzas, Antonios & Daskalakis, George & Bastl, Marko & Johnson, Mark, 2022. "Risky business? Shareholder value effects of service provision," International Journal of Production Economics, Elsevier, vol. 244(C).
    12. Truzaar Dordi & Olaf Weber, 2019. "The Impact of Divestment Announcements on the Share Price of Fossil Fuel Stocks," Sustainability, MDPI, vol. 11(11), pages 1-20, June.
    13. Aït-Sahalia, Yacine & Andritzky, Jochen & Jobst, Andreas & Nowak, Sylwia & Tamirisa, Natalia, 2012. "Market response to policy initiatives during the global financial crisis," Journal of International Economics, Elsevier, vol. 87(1), pages 162-177.
    14. Pushpanjali Kaul & Sangeeta Arora, 2022. "Reinventing a brand’s identity: effect of name and logo announcements on the stock price of Indian banks," Journal of Brand Management, Palgrave Macmillan, vol. 29(3), pages 258-270, May.
    15. Neelam Rani & Surendra S Yadav & P.K. Jain, 2015. "Impact of Mergers and Acquisitions on Shareholders’ Wealth in the Short Run: An Event Study Approach," Vikalpa: The Journal for Decision Makers, , vol. 40(3), pages 293-312, September.
    16. Panayiotis C. Andreou & Christodoulos Louca & Christos S. Savva, 2016. "Short-horizon event study estimation with a STAR model and real contaminated events," Review of Quantitative Finance and Accounting, Springer, vol. 47(3), pages 673-697, October.
    17. Markus Merz & Jan Riepe, 2021. "SMEs with legally restricted banking access: evidence from the US marijuana industry," Journal of Business Economics, Springer, vol. 91(6), pages 797-849, August.
    18. Kiesel, Florian & Ries, Jörg M. & Tielmann, Artur, 2017. "The impact of mergers and acquisitions on shareholders' wealth in the logistics service industry," International Journal of Production Economics, Elsevier, vol. 193(C), pages 781-797.
    19. Bayly, Nicholas & Breunig, Robert & Wokker, Chris, 2023. "Female Board Representation and Corporate Performance: A Review and New Estimates for Australia," IZA Discussion Papers 16617, Institute of Labor Economics (IZA).
    20. Aktas, Nihat & de Bodt, Eric & Cousin, Jean-Gabriel, 2007. "Event studies with a contaminated estimation period," Journal of Corporate Finance, Elsevier, vol. 13(1), pages 129-145, March.

    More about this item

    Keywords

    cryptocurrencies; digital finance; text mining;
    All these keywords.

    JEL classification:

    • C55 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Large Data Sets: Modeling and Analysis
    • E42 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Monetary Sytsems; Standards; Regimes; Government and the Monetary System
    • G41 - Financial Economics - - Behavioral Finance - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making in Financial Markets

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:jrs:wpaper:202407. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Peter Benczur (email available below). General contact details of provider: https://edirc.repec.org/data/ipjrces.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.