IDEAS home Printed from https://ideas.repec.org/a/gam/jjrfmx/v16y2023i10p420-d1245999.html
   My bibliography  Save this article

The Financial Derivatives Market and the Pandemic: BioNTech and Moderna Volatility

Author

Listed:
  • Alberto Manelli

    (Department of Management, Polytechnic University of Marche, Piazzale Martelli 8, 60121 Ancona, Italy)

  • Roberta Pace

    (Department of Industrial and Information Engineering and Economics, University of L’Aquila, Via G. Mezzanotte, 67100 L’Aquila, Italy)

  • Maria Leone

    (Department of Management, Polytechnic University of Marche, Piazzale Martelli 8, 60121 Ancona, Italy)

Abstract

Global society’s comfort and well-established certainties have been unpredictably and foundationally undermined by the emergence of the COVID-19 virus. The announcement of the pandemic by the WHO has halted global economic activities, and the financial markets have recorded drastic losses. In this context of uncertainty and economic downturn, many traditional companies have been negatively impacted, but the biotechnology sector, which has already been growing for some years, registered high growth rates and earnings. In particular, this study focused on the two most significant biotech companies, BioNTech and Moderna, the two start-ups that first commercialized COVID-19 vaccines. The GARCH (1,1) model examines the relation of two stock prices and the volatility of derivatives markets before and after the outbreak of the pandemic. The variables used in the analysis are the U.S. technologic market index, the market volatility, and Brent future prices. The results suggest a different reaction of market volatility and Brent future prices on the return of both companies. Additionally, during the COVID-19 period, a contagion effect between both companies and the technological market was observed.

Suggested Citation

  • Alberto Manelli & Roberta Pace & Maria Leone, 2023. "The Financial Derivatives Market and the Pandemic: BioNTech and Moderna Volatility," JRFM, MDPI, vol. 16(10), pages 1-13, September.
    • Handle: RePEc:gam:jjrfmx:v:16:y:2023:i:10:p:420-:d:1245999
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1911-8074/16/10/420/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1911-8074/16/10/420/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Akhtaruzzaman, Md & Boubaker, Sabri & Sensoy, Ahmet, 2021. "Financial contagion during COVID–19 crisis," Finance Research Letters, Elsevier, vol. 38(C).
    2. Paul Gompers & Josh Lerner, 2001. "The Venture Capital Revolution," Journal of Economic Perspectives, American Economic Association, vol. 15(2), pages 145-168, Spring.
    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. Prelipcean, Gabriela & Boscoianu, Mircea, 2019. "Aspect Regarding the Design of Active Strategies for Venture Capital Financing – the Flexible Adjustment for Romania as a Frontier Capital Market," Proceedings of the ENTRENOVA - ENTerprise REsearch InNOVAtion Conference (2019), Rovinj, Croatia, in: Proceedings of the ENTRENOVA - ENTerprise REsearch InNOVAtion Conference, Rovinj, Croatia, 12-14 September 2019, pages 187-196, IRENET - Society for Advancing Innovation and Research in Economy, Zagreb.
    2. Akhtaruzzaman, Md & Boubaker, Sabri & Lucey, Brian M. & Sensoy, Ahmet, 2021. "Is gold a hedge or a safe-haven asset in the COVID–19 crisis?," Economic Modelling, Elsevier, vol. 102(C).
    3. Yingkai Li & Boli Xu, 2024. "Information Acquisition Towards Unanimous Consent," Papers 2405.18521, arXiv.org, revised Mar 2025.
    4. Diana Hechavarría & Charles Matthews & Paul Reynolds, 2016. "Does start-up financing influence start-up speed? Evidence from the panel study of entrepreneurial dynamics," Small Business Economics, Springer, vol. 46(1), pages 137-167, January.
    5. Carolin Bock & Maximilian Schmidt, 2015. "Should I stay, or should I go? – How fund dynamics influence venture capital exit decisions," Review of Financial Economics, John Wiley & Sons, vol. 27(1), pages 68-82, November.
    6. Eric Braune & Jean-Sébastien Lantz & Jean-Michel Sahut & Frédéric Teulon, 2021. "Corporate venture capital in the IT sector and relationships in VC syndication networks," Small Business Economics, Springer, vol. 56(3), pages 1221-1233, February.
    7. Ola Bengtsson & John R. M. Hand, 2013. "Employee Compensation in Entrepreneurial Companies," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 22(2), pages 312-340, June.
    8. Carlino, Gerald & Kerr, William R., 2015. "Agglomeration and Innovation," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 349-404, Elsevier.
    9. Cooney, John W. & Moeller, Thomas & Stegemoller, Mike, 2009. "The underpricing of private targets," Journal of Financial Economics, Elsevier, vol. 93(1), pages 51-66, July.
    10. Mikaela Backman & Charlie Karlsson, 2016. "Determinants of self-employment among commuters and non-commuters," Papers in Regional Science, Wiley Blackwell, vol. 95(4), pages 755-774, November.
    11. Bhanot, Karan & Kadapakkam, Palani-Rajan, 2022. "Pay for performance, partnership success, and the internal organization of venture capital firms," Journal of Corporate Finance, Elsevier, vol. 75(C).
    12. Gerard Llobet & Javier Suarez, 2010. "Entrepreneurial Innovation, Patent Protection and Industry Dynamics," Working Papers wp2010_1001, CEMFI.
    13. Demougin, Dominique M. & Fabel, Oliver, 2006. "The division of ownership in new ventures," SFB 649 Discussion Papers 2006-047, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
    14. Johannes Hörner & Larry Samuelson, 2013. "Incentives for experimenting agents," RAND Journal of Economics, RAND Corporation, vol. 44(4), pages 632-663, December.
    15. Niklas Elert, 2014. "What determines entry? Evidence from Sweden," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 53(1), pages 55-92, August.
    16. Valérie Revest & Alessandro Sapio, 2012. "Financing technology-based small firms in Europe: what do we know?," Small Business Economics, Springer, vol. 39(1), pages 179-205, July.
    17. Fabio Bertoni & María Ferrer & José Martí, 2013. "The different roles played by venture capital and private equity investors on the investment activity of their portfolio firms," Small Business Economics, Springer, vol. 40(3), pages 607-633, April.
    18. Jarunee Wonglimpiyarat, 2010. "Commercialization strategies of technology: lessons from Silicon Valley," The Journal of Technology Transfer, Springer, vol. 35(2), pages 225-236, April.
    19. Laeven, Luc & Popov, Alexander, 2023. "Carbon taxes and the geography of fossil lending," Journal of International Economics, Elsevier, vol. 144(C).
    20. Valérie Revest & Alessandro Sapio, 2016. "Graduation and sell-out strategies in the Alternative Investment Market," Discussion Papers 4_2016, CRISEI, University of Naples "Parthenope", Italy.

    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:gam:jjrfmx:v:16:y:2023:i:10:p:420-:d:1245999. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.