Перейти до головного Перейти в головне навігаційне меню Перейти на нижній колонтитул сайту
  • Зареєструватися
  • Увійти
  • Language
    • English
    • Deutsch
    • Język Polski
    • Español (España)
    • Italiano
    • Français (Canada)
    • Čeština
    • Français (France)
    • Hrvatski
    • Srpski
    • Українська
  • Menu
  • Головна
  • Forthcoming
  • Поточний випуск
  • Архіви
  • Ethics
  • Подання
  • Анонси
  • Про нас
    • Про журнал
    • Редакційний штат
    • Заява про конфіденційність
    • Контактна інформація
  • Зареєструватися
  • Увійти
  • Language:
  • English
  • Deutsch
  • Język Polski
  • Español (España)
  • Italiano
  • Français (Canada)
  • Čeština
  • Français (France)
  • Hrvatski
  • Srpski
  • Українська

Copernican Journal of Finance & Accounting

Pandemic Crisis and Increasing Systemic Risk Among Tunisian Listed Banks Using CoVAR Measure: The Case of the COVID-19 Crisis
  • Головна
  • /
  • Pandemic Crisis and Increasing Systemic Risk Among Tunisian Listed Banks Using CoVAR Measure: The Case of the COVID-19 Crisis
  1. Головна /
  2. Архіви /
  3. Том 14 № 3 (2025): Forthcoming /
  4. Articles

Pandemic Crisis and Increasing Systemic Risk Among Tunisian Listed Banks Using CoVAR Measure: The Case of the COVID-19 Crisis

Автор(и)

  • Wided Khiari GEF2A-Lab University of Tunis https://orcid.org/0000-0001-7248-2780
  • Ines Ben Flah GEF2A-Lab University of Tunis https://orcid.org/0009-0001-6708-8305
  • Mohamed Amine Bouhali GEF2A-Lab University of Tunis

Ключові слова

systemic risk, COVID-19, var, CoVAR, return, pandemic effect

Анотація

In recent years, financial institutions have become increasingly interconnected, meaning that failure of one institution can spread to the entire network. This is known as financial contagion. In this article, we examine the evolution of systemic risk among the twelve Tunisian banks listed on the stock exchange and address the issue of the impact of COVID-19 on systemic risk in the Tunisian banking sector. We assess the impact of a bank's negative stock market returns on other banks in the sample and thus propose a measure of systemic risk for the banking sector. Systemic risk measures also make it possible to identify systemically important institutions. The results show that the recovery from the crisis has not been uniform. While some banks are gradually emerging from systemic risk, others are seeing their systemic influence grow significantly, perhaps due to their size, interconnectedness, or post-crisis growth strategy.

Посилання

Acharya, V.V., Brunnermeier, M. K., & Pierret, D. (2025). Systemic risk measures: From the Panic of 1907 to the banking stress of 2023 (NBER Working Paper No. 33211). National Bureau of Economic Research. https://doi.org/10.3386/w33211.

Acharya, V.V., Engle, R.F., & Steffen, S. (2021). Why Did Bank Stocks Crash during COVID-19? SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3799590.

Acharya, V.V., Engle, R.F., Jager, M., & Steffen, S. (2023). Why Did Bank Stocks Crash during COVID-19? The Review of Financial Studies, 37(9), 2627–2684. https://doi.org/10.1093/rfs/hhae028.

Adesi, G.B., & Giannopoulos, K. (1999). VaR without correlations for portfolios of derivative securities. Journal of Futures Markets, 19(5), 583-602. https://doi.org/10.1002/(SICI)1096-9934(199908)19:5%3C583::AID-FUT5%3E3.0.CO;2-S.

Adrian, T., & Brunnermeier, M.K. (2016). CoVaR. American Economic Review, 106(7), 1705-1741. https://doi.org/10.1257/aer.20120555 jrc.princeton.edu+2ideas.repec.org+2.

Adrian, T., & Brunnermeier, M.K., Federal Reserve Bank of New York, Institute for Quantitative Investment Research Europe, & Alfred P. Sloan Foundation. (2014). COVAR. In Federal Reserve Bank of New York Staff Reports (No. 348). https://www.newyorkfed.org/medialibrary/media/research/staff_reports/sr348.pdf (accessed: 03.02.2026).

Barro, R., Ursúa, J., & Weng, J. (2020). The Coronavirus and the Great Influenza Pandemic: Lessons from the “Spanish Flu” for the Coronavirus’s Potential Effects on Mortality and Economic Activity. https://doi.org/10.3386/w26866.

Bartik, A.W., Bertrand, M., Cullen, Z.B., Glaeser, E.L., Luca, M., & Stanton, C.T. (2020). How are small businesses adjusting to COVID-19? Early evidence from a survey (NBER Working Paper No. 26989). National Bureau of Economic Research. https://doi.org/10.3386/w26989.

Barua, S. (2020). Understanding Coronanomics: The Economic implications of the coronavirus (COVID-19) pandemic. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3566477.

Baumöhl, E., Bouri, E., Hoang, T.-H.-V., Shahzad, S.J.H., & Výrost, T. (2022). Increasing systemic risk during the Covid-19 pandemic: A cross-quantilogram analysis of the banking sector. Economic Modelling, 109, 105775. https://doi.org/10.1016/j.econmod.2022.105775.

Beck, T., & Keil, J. (2020). Are banks catching corona? Effects of COVID on lending in the U.S. CEPR Discussion Paper / SSRN. https://doi.org/10.2139/ssrn.3766831 ResearchGate+2papers.ssrn.com+2.

Boda, M. (2016). The impact of the 2007–2009 financial crisis on risk management in credit institutions. Copernican Journal of Finance & Accounting, 5(2), 45-56. https://doi.org/10.12775/CJFA.2016.014.

Borri, N., & Di Giorgio, G. (2022). Systemic risk and the COVID challenge in the European banking sector. Journal of Banking & Finance, 140, 106073. https://doi.org/10.1016/j.jbankfin.2021.106073.

Chavleishvili, S., & Kremer, M. (2023). Measuring Systemic Financial Stress and its Risks for Growth. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4551569.

Cheema-Fox, A., La Perla, B.R., Serafeim, G., & Wang, H. (2020). Corporate resilience and response during COVID-19. SSRN. https://doi.org/10.2139/ssrn.3578167.

Chen, H., Qian, W., & Wen, Q. (2020). The Impact of the COVID-19 Pandemic on Consumption: Learning from High Frequency Transaction Data. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3568574.

Demirgüç-Kunt, A., Pedraza, A., & Ruiz-Ortega, C. (2021). Banking sector performance during the COVID-19 crisis. Journal of Banking & Finance, 133, Article 106305. https://doi.org/10.1016/j.jbankfin.2021.106305.

Ding, W., Levine, R., Lin, C., & Xie, W. (2020). Social distancing and social capital: Why U.S. counties respond differently to COVID-19. NBER Working Paper No. 27393. National Bureau of Economic Research. https://doi.org/10.3386/w27393.

Ding, W., Levine, R., Lin, C., & Xie, W. (2021). Corporate immunity to the COVID-19 pandemic. Journal of Financial Economics, 141(2), 802-830. https://doi.org/10.1016/j.jfineco.2021.03.005.

Eichenbaum, M.S., Rebelo, S., & Trabandt, M. (2020). The macroeconomics of epidemics (NBER Working Paper No. 26882). National Bureau of Economic Research. https://doi.org/10.3386/w26882.

Fahlenbrach, R., Rageth, K., & Stulz, R.M. (2020). How valuable is financial flexibility when revenue stops? Evidence from the COVID-19 crisis. Review of Financial Studies, 34(11), 5474–5521. https://doi.org/10.1093/rfs/hhaa134.

Fernandes, N. (2020). Economic effects of coronavirus outbreak (COVID-19) on the world economy. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3557504.

Fiori, A.M., & Coenders, G. (2025). Turning Points in the Core–Periphery Displacement of Systemic Risk in the Eurozone: Constrained Weighted Compositional Clustering. Risks, 13(2), 21. https://doi.org/10.3390/risks13020021.

Gomis-Porqueras, P., Ruprecht, R., & Zhou, X. (2023). A financial stress index for a small open economy: the Australian case. Finance and Economics Discussion Series, 2023–029, 1–43. https://doi.org/10.17016/feds.2023.029.

Guedhami, O., Knill, A. M., Megginson, W.L., & Senbet, L.W. (2021). The Dark Side of Globalization: Evidence from the Impact of COVID-19 on Multinational Companies. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3868449.

Hafiz, H., Oei, S., Ring, D.M., & Shnitser, N. (2020). Regulating in Pandemic: Evaluating economic and financial policy responses to the coronavirus crisis. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3555980.

Han, H., Linton, O., Oka, T., & Whang, Y.J. (2016). The cross-quantilogram: Measuring quantile dependence and testing directional predictability between time series. Journal of Econometrics, 193(1), 251-270. https://doi.org/10.1016/j.jeconom.2016.03.001.

Howell, S.T., Lerner, J., Nanda, R., & Townsend, R.R. (2020). Financial distancing: How venture capital follows the economy down and curtails innovation (NBER Working Paper No. 27150). National Bureau of Economic Research. https://doi.org/10.3386/w27150.

Huang, X. (2025). Financial Systemic Risk and the COVID-19 Pandemic. Risks, 13(9), 169. https://doi.org/10.3390/risks13090169.

Huang, Z. (2023). Systemic risk in banking against the backdrop of the COVID-19 pandemic. Systems, 11(2), 87. https://doi.org/10.3390/systems11020087.

International Corporate Governance Network. (2018). ICGN global governance principles. International Corporate Governance Network.

Oguntuase, O.J., & Ajibare, A.O. (2024). Quo Vadis Climate Transition Risk? A Literature Review and Reccomendations. Copernican Journal of Finance & Accounting, 13(2), 63–87. http://dx.doi.org/10.12775/CJFA.2024.008.

Ozili, P. K., & Arun, T. (2020). Spillover of COVID-19: Impact on the global economy. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3562570.

Paolella, M. S., & Taschini, L. (2008). An econometric analysis of emission allowance prices. Journal of Banking & Finance, 32(10), 2022–2032. https://doi.org/10.1016/j.jbankfin.2007.09.024.

Yan, Y., Jeon, B. N., & Wu, J. (2023). The impact of the COVID-19 pandemic on bank systemic risk: Some cross-country evidence. China Finance Review International, 13(3), 388-409. https://doi.org/10.1108/CFRI-08-2022-0158.

Copernican Journal of Finance & Accounting

Опубліковано

2026-02-18

Як цитувати

1.
KHIARI, Wided, BEN FLAH, Ines і BOUHALI, Mohamed Amine. Pandemic Crisis and Increasing Systemic Risk Among Tunisian Listed Banks Using CoVAR Measure: The Case of the COVID-19 Crisis. Copernican Journal of Finance & Accounting. Online. 18 Лютий 2026. Vol. 14, no. 3. [Accessed 26 Березень 2026].
  • ISO 690
  • ACM
  • ACS
  • APA
  • ABNT
  • Chicago
  • Harvard
  • IEEE
  • MLA
  • Turabian
  • Vancouver
Завантажити посилання
  • Endnote/Zotero/Mendeley (RIS)
  • BibTeX

Номер

Том 14 № 3 (2025): Forthcoming

Розділ

Articles

Ліцензія

Авторське право (c) 2026 Wided Khiari, Ines Ben Flah, Mohamed Amine Bouhali

Creative Commons License

Ця робота ліцензується відповідно до Creative Commons Attribution-NoDerivatives 4.0 International License.

Stats

Number of views and downloads: 0
Number of citations: 0

Search

Search

Browse

  • Перегляд списку авторів
  • Issue archive

User

User

Поточний номер

  • Логотип Atom
  • Логотип RSS2
  • Логотип RSS1

Інформація

  • Для читачів
  • Для авторів
  • Для бібліотекарів

Newsletter

Subscribe Unsubscribe

Мова

  • English
  • Deutsch
  • Język Polski
  • Español (España)
  • Italiano
  • Français (Canada)
  • Čeština
  • Français (France)
  • Hrvatski
  • Srpski
  • Українська

Tags

Search using one of provided tags:

systemic risk, COVID-19, var, CoVAR, return, pandemic effect

cross_check

The journal content is indexed in CrossCheck, the CrossRef initiative to prevent scholarly and professional plagiarism

Нагору

Akademicka Platforma Czasopism

Najlepsze czasopisma naukowe i akademickie w jednym miejscu

apcz.umk.pl

Partners

  • Akademia Ignatianum w Krakowie
  • Akademickie Towarzystwo Andragogiczne
  • Fundacja Copernicus na rzecz Rozwoju Badań Naukowych
  • Instytut Historii im. Tadeusza Manteuffla Polskiej Akademii Nauk
  • Instytut Kultur Śródziemnomorskich i Orientalnych PAN
  • Instytut Tomistyczny
  • Karmelitański Instytut Duchowości w Krakowie
  • Ministerstwo Kultury i Dziedzictwa Narodowego
  • Państwowa Akademia Nauk Stosowanych w Krośnie
  • Państwowa Akademia Nauk Stosowanych we Włocławku
  • Państwowa Wyższa Szkoła Zawodowa im. Stanisława Pigonia w Krośnie
  • Polska Fundacja Przemysłu Kosmicznego
  • Polskie Towarzystwo Ekonomiczne
  • Polskie Towarzystwo Ludoznawcze
  • Towarzystwo Miłośników Torunia
  • Towarzystwo Naukowe w Toruniu
  • Uniwersytet im. Adama Mickiewicza w Poznaniu
  • Uniwersytet Komisji Edukacji Narodowej w Krakowie
  • Uniwersytet Mikołaja Kopernika
  • Uniwersytet w Białymstoku
  • Uniwersytet Warszawski
  • Wojewódzka Biblioteka Publiczna - Książnica Kopernikańska
  • Wyższe Seminarium Duchowne w Pelplinie / Wydawnictwo Diecezjalne „Bernardinum" w Pelplinie

© 2021- Nicolaus Copernicus University Accessibility statement Shop