IDEAS home Printed from https://ideas.repec.org/a/rmk/rmkbae/v9y2022i2p59-78.html
   My bibliography  Save this article

Cointegration Analysis of Financial Market Indices During Financial Shocks. Focus on Global Financial Crisis and COVID-19 ?andemic Crisis

Author

Listed:
  • Roko Pedisic

Abstract

The ?ur?ose of this research was to examine cointegration relationships among the stock market indices before and after the global financial crisis. The cointegration effects were analysed also in the context of the COVID-19 pandemic. The sample included 20 years of data at daily, weekly, and monthly frequencies for stock ?rice indices in the United States (S&? 500), Europe (STXE 600), Japan (Nikkei 225), China (SSE composite), Australia (S&P/ASX 200), and Brazil (IBOVESPA). Two interesting empirical facts were documented. First, the global financial crisis does not seem to have played a significant and uniform role in influencing the cointegration relationship, as only for the monthly sample the number of cointegrating relationships changed after the crisis. Second, the daily sample allowed to explore the period during the COVID-19 pandemic. The findings suggest that this event increased the number of cointegrating relationships, perhaps due to the global nature of such phenomenon which affects both developed and emerging economies contemporaneously. On the other hand, the financial crisis affected mainly developed economies, and the spillovers to emerging markets took place at a later stage as a second-round effect. In line with the previous findings in the existing literature, the results of the study have shown that cointegration stock market indices is dependent on the period of analysis and the frequency of the data.

Suggested Citation

  • Roko Pedisic, 2022. "Cointegration Analysis of Financial Market Indices During Financial Shocks. Focus on Global Financial Crisis and COVID-19 ?andemic Crisis," Bulletin of Applied Economics, Risk Market Journals, vol. 9(2), pages 59-78.
    • Handle: RePEc:rmk:rmkbae:v:9:y:2022:i:2:p:59-78
    as

    Download full text from publisher

    File URL: https://www.riskmarket.co.uk/bae/journals-articles/issues/cointegration-analysis-of-financial-market-indices-during-financial-shocks-focus-on-global-financial-crisis-and-covid-19-%d1%80andemic-crisis/?download=attachment.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Erik Hjalmarsson & Pär Österholm, 2010. "Testing for cointegration using the Johansen methodology when variables are near-integrated: size distortions and partial remedies," Empirical Economics, Springer, vol. 39(1), pages 51-76, August.
    2. Kwiatkowski, Denis & Phillips, Peter C. B. & Schmidt, Peter & Shin, Yongcheol, 1992. "Testing the null hypothesis of stationarity against the alternative of a unit root : How sure are we that economic time series have a unit root?," Journal of Econometrics, Elsevier, vol. 54(1-3), pages 159-178.
    3. Mahfuzul Haque & Hannarong Shamsub, 2015. "Do Markets Cointegrate after Financial Crises? Evidence from G-20 Stock Markets," IJFS, MDPI, vol. 3(4), pages 1-30, December.
    4. Helmut Lütkepohl & Pentti Saikkonen & Carsten Trenkler, 2001. "Maximum eigenvalue versus trace tests for the cointegrating rank of a VAR process," Econometrics Journal, Royal Economic Society, vol. 4(2), pages 1-8.
    5. Kasa, Kenneth, 1992. "Common stochastic trends in international stock markets," Journal of Monetary Economics, Elsevier, vol. 29(1), pages 95-124, February.
    6. Jian Yang & Moosa M. Khan & Lucille Pointer, 2003. "Increasing Integration Between the United States and Other International Stock Markets? : A Recursive Cointegration Analysis," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 39(6), pages 39-53, November.
    7. Campbell, John Y & Shiller, Robert J, 1987. "Cointegration and Tests of Present Value Models," Journal of Political Economy, University of Chicago Press, vol. 95(5), pages 1062-1088, October.
    8. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    9. Dimpfl, Thomas, 2014. "A note on cointegration of international stock market indices," International Review of Financial Analysis, Elsevier, vol. 33(C), pages 10-16.
    10. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    11. Bessler, David A. & Yang, Jian, 2003. "The structure of interdependence in international stock markets," Journal of International Money and Finance, Elsevier, vol. 22(2), pages 261-287, April.
    12. Johansen, Soren, 1995. "Likelihood-Based Inference in Cointegrated Vector Autoregressive Models," OUP Catalogue, Oxford University Press, number 9780198774501.
    13. Søren Johansen, 2005. "Interpretation of Cointegrating Coefficients in the Cointegrated Vector Autoregressive Model," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(1), pages 93-104, February.
    14. Choudhry, Taufiq & Lu, Lin & Peng, Ke, 2007. "Common stochastic trends among Far East stock prices: Effects of the Asian financial crisis," International Review of Financial Analysis, Elsevier, vol. 16(3), pages 242-261.
    15. Kilian,Lutz & Lütkepohl,Helmut, 2018. "Structural Vector Autoregressive Analysis," Cambridge Books, Cambridge University Press, number 9781107196575.
    16. Click, Reid W. & Plummer, Michael G., 2005. "Stock market integration in ASEAN after the Asian financial crisis," Journal of Asian Economics, Elsevier, vol. 16(1), pages 5-28, February.
    17. Eleni Constantinou & Avo Kazandjian & Georgios P. Kouretas & Vera Tahmazian, 2008. "Common Stochastic Trends Among The Cyprus Stock Exchange And The Ase, Lse And Nyse," Bulletin of Economic Research, Wiley Blackwell, vol. 60(4), pages 327-349, October.
    18. Marsh, Terry A & Merton, Robert C, 1987. "Dividend Behavior for the Aggregate Stock Market," The Journal of Business, University of Chicago Press, vol. 60(1), pages 1-40, January.
    19. Ivanov Ventzislav & Kilian Lutz, 2005. "A Practitioner's Guide to Lag Order Selection For VAR Impulse Response Analysis," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 9(1), pages 1-36, March.
    20. Schmidt, Peter & Phillips, C B Peter, 1992. "LM Tests for a Unit Root in the Presence of Deterministic Trends," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 54(3), pages 257-287, August.
    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. John D. Levendis, 2018. "Time Series Econometrics," Springer Texts in Business and Economics, Springer, number 978-3-319-98282-3, August.
    2. Eleni Constantinou & Avo Kazandjian & Georgios P. Kouretas & Vera Tahmazian, 2008. "Common Stochastic Trends Among The Cyprus Stock Exchange And The Ase, Lse And Nyse," Bulletin of Economic Research, Wiley Blackwell, vol. 60(4), pages 327-349, October.
    3. David Greasley & Les Oxley, 2010. "Cliometrics And Time Series Econometrics: Some Theory And Applications," Journal of Economic Surveys, Wiley Blackwell, vol. 24(5), pages 970-1042, December.
    4. Yunus, Nafeesa, 2015. "Trends and convergence in global housing markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 36(C), pages 100-112.
    5. Committee, Nobel Prize, 2003. "Time-series Econometrics: Cointegration and Autoregressive Conditional Heteroskedasticity," Nobel Prize in Economics documents 2003-1, Nobel Prize Committee.
    6. Dimpfl, Thomas, 2014. "A note on cointegration of international stock market indices," International Review of Financial Analysis, Elsevier, vol. 33(C), pages 10-16.
    7. Yanhua Chen & Rosario N Mantegna & Athanasios A Pantelous & Konstantin M Zuev, 2018. "A dynamic analysis of S&P 500, FTSE 100 and EURO STOXX 50 indices under different exchange rates," PLOS ONE, Public Library of Science, vol. 13(3), pages 1-40, March.
    8. Diamandis, Panayiotis F., 2009. "International stock market linkages: Evidence from Latin America," Global Finance Journal, Elsevier, vol. 20(1), pages 13-30.
    9. Haruna Issahaku & Yazidu Uztarz & Paul Bata Domanban, 2013. "Macroeconomic Variables and Stock Market Returns in Ghana: Any Causal Link?," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 3(8), pages 1044-1062, August.
    10. Ida Wolden Bache, 2008. "Assessing estimates of the exchange rate pass-through," Working Paper 2007/12, Norges Bank.
    11. Luis A. Gil‐Alana, 2003. "Testing of Fractional Cointegration in Macroeconomic Time Series," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 65(4), pages 517-529, September.
    12. Mahfuzul Haque & Hannarong Shamsub, 2015. "Do Markets Cointegrate after Financial Crises? Evidence from G-20 Stock Markets," IJFS, MDPI, vol. 3(4), pages 1-30, December.
    13. Chien, Mei-Se & Lee, Chien-Chiang & Hu, Te-Chung & Hu, Hui-Ting, 2015. "Dynamic Asian stock market convergence: Evidence from dynamic cointegration analysis among China and ASEAN-5," Economic Modelling, Elsevier, vol. 51(C), pages 84-98.
    14. Yannick L'horty & Christophe Rault, 2004. "Inflation, minimum wage and other wages: an econometric study on French macroeconomic data," Applied Economics, Taylor & Francis Journals, vol. 36(4), pages 277-290.
    15. Patricia Fraser & Oluwatobi Oyefeso, 2005. "US, UK and European Stock Market Integration," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 32(1‐2), pages 161-181, January.
    16. Nielsen, Morten Ørregaard, 2010. "Nonparametric cointegration analysis of fractional systems with unknown integration orders," Journal of Econometrics, Elsevier, vol. 155(2), pages 170-187, April.
    17. Norman J. Morin, 2006. "Likelihood ratio tests on cointegrating vectors, disequilibrium adjustment vectors, and their orthogonal complements," Finance and Economics Discussion Series 2006-21, Board of Governors of the Federal Reserve System (U.S.).
    18. H. Peter Boswijk & Jurgen A. Doornik, 2004. "Identifying, estimating and testing restricted cointegrated systems: An overview," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 58(4), pages 440-465, November.
    19. Athanasia S. Kalaitzi, 2018. "The Causal Effects of Trade and Technology Transfer on Human Capital and Economic Growth in the United Arab Emirates," Sustainability, MDPI, vol. 10(5), pages 1-15, May.
    20. Kalaitzi, Athanasia Stylianou & Chamberlain, Trevor William, 2021. "The validity of the export-led growth hypothesis: some evidence from the GCC," LSE Research Online Documents on Economics 106586, London School of Economics and Political Science, LSE Library.

    More about this item

    Keywords

    Cointegration analysis; stock markets; financial crisis; COVID-19.;
    All these keywords.

    JEL classification:

    • C0 - Mathematical and Quantitative Methods - - General
    • C4 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics
    • G1 - Financial Economics - - General Financial Markets
    • F6 - International Economics - - Economic Impacts of Globalization

    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:rmk:rmkbae:v:9:y:2022:i:2:p:59-78. 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: Eleftherios Spyromitros-Xioufis (email available below). General contact details of provider: http://www.riskmarket.co.uk/ .

    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.