Black Swan Global Market: Analysis of the Effect of the Covid-19 Death Rate on the Volatility of European Football Club Stock Prices (Case Study of Juventus F.C., Manchester United, Ajax Amsterdam and Borussia Dortmund)

Limba, Franco and Rijoly, Jacobus Cliff Diky and Tarangi, Margreath (2020): Black Swan Global Market: Analysis of the Effect of the Covid-19 Death Rate on the Volatility of European Football Club Stock Prices (Case Study of Juventus F.C., Manchester United, Ajax Amsterdam and Borussia Dortmund). Published in: JURNAL ILMIAH MANAJEMEN BISNIS DAN INOVASI UNIVERSITAS SAM RATULANGI , Vol. 7, No. 3 (September 2020): pp. 729-742.

Abstract

The Covid-19 pandemic that hit the world also directly affected financial markets and global stock markets; this condition in economic terminology is known as the Black Swann Global Market Effect. Black Swan Global Market Effect is also experienced by sports industries in the financial industry, the football industry. The purpose of this paper is to see whether there is an influence between the Covid-19 pandemic conditions on the share value of several major European football clubs, namely Ajax Amsterdam, Borussia Dortmund, Juventus F.C., and Manchester United, as a result of the Black Swan Global Market Effect. The data used in this paper is time-series data from March 2020 to August 2020. Meanwhile, to answer the black swan effect phenomenon, the Threshold Generalized Autoregressive Conditional Heteroskedasticity (TGARCH) method is used. The results showed that stocks that were the object of research (Ajax, Borussia Dortmund, Juventus, and Manchester United) showed a large response to bad News (an increase in deaths due to covid-19).

• Item Type: MPRA Paper
• Language: English
• Keywords: Black Swan Global Market, Covid-19 Pandemic, TGARCH Models
• Subjects: E - Macroeconomics and Monetary Economics > E5 - Monetary Policy, Central Banking, and the Supply of Money and Credit > E52 - Monetary Policy; F - International Economics > F3 - International Finance > F37 - International Finance Forecasting and Simulation: Models and Applications; G - Financial Economics > G1 - General Financial Markets > G14 - Information and Market Efficiency ; Event Studies ; Insider Trading; G - Financial Economics > G1 - General Financial Markets > G17 - Financial Forecasting and Simulation; I - Health, Education, and Welfare > I1 - Health > I12 - Health Behavior

References

Ariefianto, Muhammad Doddy. 2012. Ekonometrika Esensi Dan Aplikasi Dengan Menggunakan EViews. 1st Ed. Jakarta: Erlangga.

Bollerslev, Tim. 1986. "Generalized Autoregressive Conditional Heteroskedasticity." Journal of Econometrics.

Deloitte U.K. 2020. Deloitte Football Money League. Manchester. https://www2.deloitte.com/uk/en/pages/sports-business-group/articles/deloitte-football-money-league.html?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%253A+DeloitteGlobal+%2528Deloitte+Global+headlines%2529#.

Engle, Robert F. 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation." Econometrica.

ESPN. 2020. "Borussia Dortmund Players Take Wage Cut to Help Club amid Coronavirus Crisis." https://www.espn.com/soccer/borussia-dortmund/story/4078057/borussia-dortmund-players-take-wage-cut-to-help-club-amid-coronavirus-crisis.

Gunardi, Ardi. 2014. "The Implementation of UEFA Financial Fair Play: An Analysis of Financial Performance of Manchester United." International Journal of Science and Research.

Habib, ZIK, and MA Khan. 2012. "Dividend Policy and Share Price Volatility: Evidence from Pakistan." Global Journal of Management And ….

Hartono, Jogiyanto. 2010. Yogyakarta: BPFE Teori Portofolio Dan Analisis Investasi (Edisi Sepuluh).

Haryoprasetyo, Riza, and Endang Kiswara. 2013. “ANALISIS ATAS KINERJA FINANSIAL KLUB SEPAKBOLA PROFESIONAL : STUDI KASUS PADA MANCHESTER UNITED.” DIPONEGORO JOURNAL OF ACCOUNTING 2(3): 1–8. https://ejournal3.undip.ac.id/index.php/accounting/article/view/3467/3397.

Herdyastoro, Krisna Mukti, and Budi Frensidy. 2014. Analisis Laporan Keuangan Dan Harga Saham Klub Sepakbola Manchester United, Juventus, Dan Borussia Dortmund. Jakarta.

Hussainey, Khaled, Chijoke Oscar Mgbame, and Aruoriwo M. Chijoke-Mgbame. 2011. "Dividend Policy and Share Price Volatility: U.K. Evidence." Journal of Risk Finance.

Morales, Lucia, and Bernadette Andreosso-O'Callaghan. 2020. "Covid19: Global Stock Markets' Black Swan.'" Critical Letters in Economics & Finance 1(1).

Onali, Enrico. 2020. "COVID-19 and Stock Market Volatility." SSRN Electronic Journal.

Rijoly, Jacobus Cliff Diky. 2015. “ANALISIS TINGKAT VOLATILITAS RETURN SAHAM PADA PERUSAHAN TELEKOMUNIKASI DI INDONESIA (STUDY KASUS PT. TELKOM DAN PT. INDOSAT).” In Peningkatan Daya Saing Dalam Menghadapi ASEAN ECONOMIC COMMUNITY (AEC) 2015, Bandung, ID: Himpunan Mahasiswa Pascasarjana FEB UNPAD.

Sabiruzzaman, Md, Md Monimul Huq, Rabiul Alam Beg, and Sajid Anwar. 2010. "Modeling and Forecasting Trading Volume Index: GARCH versus TGARCH Approach." Quarterly Review of Economics and Finance.

Setiaji, Hidayat. 2018. “Kala Harga Saham Ditentukan 11 Orang.” https://www.cnbcindonesia.com/opini/20180114100114-14-1393/kala-harga-saham-ditentukan-11-orang.

Spiteri, Gianfranco et al. 2020. "First Cases of Coronavirus Disease 2019 (COVID-19) in the WHO European Region, January 24 to February 21 2020." Eurosurveillance.

Sukati, Mphumuzi Angelbert. 2013. "Measuring Maize Price Volatility in Swaziland Using ARCH/GARCH Approach." Munic Personal REPEC Archive.

Taleb, Nassim Nicholas. 2007. The Review of Austrian Economics The Black Swan: The Impact of the Highly Improbable (Random House, 2007).

UEFA. 2018. "UEFA Club Licensing and Financial Fair Play Regulations." Union of European Football Associations.

Zakoian, Jean Michel. 1994. "Threshold Heteroskedastic Models." Journal of Economic Dynamics and Control.