Financial Contagion in European Equity Markets: Evidence from the US Subprime and the Eurozone Crises
DOI:
https://doi.org/10.17010/ijf/2022/v16i8/171372Keywords:
Financial contagion
, financial crisis, dynamic conditional correlation, stock markets, GARCHJEL Classification Codes
,C58
, C49, G1, G15, N25Paper Submission Date
, August 20, 2021, Paper sent back for Revision, February 15, 2022, Paper Acceptance Date, March 15, Paper Published Online, August 16, 2022Abstract
The study explored the financial contagion between the five European stock markets (Germany, Belgium, France, Netherlands, and Spain) and the impact of the US subprime crisis and Eurozone crisis on it by employing multivariate DCC-GARCH methodology. The dynamic conditional correlation coefficient between Germany and other European markets was statistically significant for the period under review. The rise in the value of the conditional correlation coefficient was more evident during the US subprime crisis period, which signified the impact of this crisis on the financial interdependence of the European stock markets. But not much influence of the Eurozone crisis was observed on the dispersion of returns for all the markets, which was an important finding. The mechanism of rolling regression also corroborated these results. The study also validated the presence of financial contagion between the stock markets (except the Netherlands) during the US subprime crisis period. In contrast, the effect of the Eurozone crisis on financial contagion was significant only for Spain and Belgium. Further, the strength of financial contagion was highest for the stock market of Spain, followed by Belgium, and the least for the Netherlands. The timid reaction of the stock market of the Netherlands reflected that it could be a good choice for portfolio diversification during periods of crisis for investors. Further, governments and other regulators can learn from these findings and formulate appropriate policies to absorb the financial shocks coming from foreign markets, especially during the crisis period.Downloads
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Ahlgren, N., & Antell, J. (2010). Stock market linkages and financial contagion: A cobreaking analysis. The Quarterly Review of Economics and Finance, 50(2), 157–166. https://doi.org/10.1016/j.qref.2009.12.004
Ahmad, W., Bhanumurthy, N. R., & Sehgal, S. (2014). The Eurozone crisis and its contagion effects on the European stock markets. Studies in Economics and Finance, 31(3), 325–352. https://doi.org/10.1108/SEF-01-2014-0001
Anagnostidis, P., Varsakelis, C., & Emmanouilides, C. J. (2016). Has the 2008 financial crisis affected stock market efficiency? The case of Eurozone. Physica A: Statistical Mechanics and its Applications, 447, 116 –128. https://doi.org/10.1016/j.physa.2015.12.017
Antonakakis, N., & Vergos, K. (2013). Sovereign bond yield spillovers in the Eurozone during the financial and debt crisis. Journal of International Financial Markets, Institutions, and Money, 26, 258–272. https://doi.org/10.1016/j.intfin.2013.06.004
Arezki, R., Candelon, B., & Sy, A. N. (2011). Sovereign rating news and financial markets spillovers: Evidence from the European debt crisis (WP/11/68). International Monetary Fund. https://doi.org/10.5089/9781455227112.001
Baek, I.-M., & Jun, J. (2011). Testing contagion of the 1997–98 crisis in Asian stock markets with structural breaks and incubation periods. Journal of Asian Economics, 22(5), 356–368. https://doi.org/10.1016/j.asieco.2011.05.005
Baele, L. (2004). Volatility spillover effects in European equity markets. Available at SSRN. http://dx.doi.org/10.2139/ssrn.302851
Bala, D. A., & Takimoto, T. (2017). Stock markets volatility spillovers during financial crises: A DCC-MGARCH with skewed-t density approach. Borsa Istanbul Review, 17(1), 25–48. https://doi.org/10.1016/j.bir.2017.02.002
Barunik, J., & Vacha, L. (2013). Contagion among Central and Eastern European stock markets during the financial crisis. arXiv preprint arXiv:1309.0491. https://doi.org/10.48550/arXiv.1309.0491
Bekaert, G., Ehrmann, M., Fratzscher, M., & Mehl, A. (2014). The global crisis and equity market contagion. The Journal of Finance, 69(6), 2597–2649. https://doi.org/10.1111/jofi.12203
Bernoth, K., & Erdogan, B. (2012). Sovereign bond yield spreads A time-varying coefficient approach. Journal of International Money and Finance, 31(3), 639–656. https://doi.org/10.1016/j.jimonfin.2011.10.006
Bhanumurthy, N. R. (2009). Impact of global economic crisis on the Indian economy. China Report, 45(2), 163 – 174. https://doi.org/10.1177/000944550904500209
Bonga-Bonga, L. (2018). Uncovering equity market contagion among BRICS countries: An application of the multivariate GARCH model. The Quarterly Review of Economics and Finance, 67, 36–44. https://doi.org/10.1016/j.qref.2017.04.009
Brender, A., Pisani, F., & Gagna, E. (2012). The sovereign debt crisis. Placing a curb on growth. Centre for European Policy Studies, Brussels, Belgium.
Büttner, D., & Hayo, B. (2011). Determinants of European stock market integration. Economic Systems, 35(4), 574 – 585. https://doi.org/10.1016/j.ecosys.2010.10.004
Caporale, G. M., Rault, C., Sova, A. D., & Sova, R. (2015). Financial development and economic growth : Evidence from 10 new European Union members. International Journal of Finance & Economics, 20(1), 48 – 60. https://doi.org/10.1002/ijfe.1498
Coulibaly, B., Sapriza, H., & Zlate, A. (2013). Financial frictions, trade credit, and the 2008–09 global financial crisis. International Review of Economics & Finance, 26, 25–38. https://doi.org/10.1016/j.iref.2012.08.006
Dewandaru, G., Masih, R., & Masih, M. (2018). Unraveling the financial contagion in European stock markets during financial crises: Multi-timescale analysis. Emerging Markets Finance and Trade, 54(4), 859 – 880. https://doi.org/10.1080/1540496X.2016.1266614
Gallegati, M. (2012). A wavelet-based approach to test for financial market contagion. Computational Statistics & Data Analysis, 56(11), 3491–3497. https://doi.org/10.1016/j.csda.2010.11.003
Gamba-Santamaria, S., Gomez-Gonzalez, J. E., Hurtado-Guarin, J. L., & Melo-Velandia, L. F. (2017). Stock market volatility spillovers: Evidence for Latin America. Finance Research Letters, 20, 207–216. https://doi.org/10.1016/j.frl.2016.10.001
Gawade, S., Parab, N., & Reddy, Y. V. (2019). Interlinkages between Indian and global stock market returns: Evidence from G5 countries. Indian Journal of Finance, 13(6), 54–64. https://doi.org/10.17010/ijf/2019/v13i6/144850
Horta, P., Lagoa, S., & Martins, L. (2014). The impact of the 2008 and 2010 financial crises on the Hurst exponents of international stock markets: Implications for efficiency and contagion. International Review of Financial Analysis, 35, 140–153. https://doi.org/10.1016/j.irfa.2014.08.002
Horváth, R., Lyócsa, Š., & Baumöhl, E. (2018). Stock market contagion in Central and Eastern Europe : Unexpected volatility and extreme co-exceedance. The European Journal of Finance, 24(5), 391–412. https://doi.org/10.1080/1351847X.2017.1307773
Jiang, Y., Yu, M., & Hashmi, S. M. (2017). The financial crisis and co-movement of global stock markets - A case of six major economies. Sustainability, 9(2), 260. https://doi.org/10.3390/su9020260
Junior, L. S., & Franca, I. D. (2012). Correlation of financial markets in times of crisis. Physica A: Statistical Mechanics and its Applications, 391(1–2), 187–208. https://doi.org/10.1016/j.physa.2011.07.023
Kali, R., & Reyes, J. (2010). Financial contagion on the international trade network. Economic Inquiry, 48(4), 1072–1101. https://doi.org/10.1111/j.1465-7295.2009.00249.x
Kenourgios, D., & Samitas, A. (2011). Equity market integration in emerging Balkan markets. Research in International Business and Finance, 25(3), 296–307. https://doi.org/10.1016/j.ribaf.2011.02.004
Kenourgios, D., Asteriou, D., & Samitas, A. (2013). Testing for asymmetric financial contagion: New evidence from the Asian crisis. The Journal of Economic Asymmetries, 10(2), 129–137. https://doi.org/10.1016/j.jeca.2014.02.001
Khanna, S., & Kumar, A. (2020). GARCH and TGARCH approach to information linkages. Indian Journal of Finance, 14(8–9), 35–51. https://doi.org/10.17010/ijf/2020/v14i8-9/154947
Kumar, A., & Khanna, S. (2018). GARCH - BEKK approach to volatility behavior and spillover: Evidence from India, China, Hong Kong, and Japan. Indian Journal of Finance, 12(4), 7–19. https://doi.org/10.17010/ijf/2018/v12i4/122791
Mohti, W., DionÃsio, A., Vieira, I., & Ferreira, P. (2019). Financial contagion analysis in frontier markets: Evidence from the US subprime and the Eurozone debt crises. Physica A: Statistical Mechanics and its Applications, 525, 1388–1398. https://doi.org/10.1016/j.physa.2019.03.094
Mollah, S., Quoreshi, A. S., & Zafirov, G. (2016). Equity market contagion during global financial and Eurozone crises: Evidence from a dynamic correlation analysis. Journal of International Financial Markets, Institutions and Money, 41, 151–167. https://doi.org/10.1016/j.intfin.2015.12.010
Nikkinen, J., Piljak, V., & Rothovius, T. (2020). Impact of the 2008–2009 financial crisis on the external and internal linkages of European frontier stock markets. Global Finance Journal, 46, Article 100481. https://doi.org/10.1016/j.gfj.2019.100481
Niţoi, M., & Pochea, M. M. (2020). Time-varying dependence in European equity markets: A contagion and investor sentiment driven analysis. Economic Modelling, 86, 133–147. https://doi.org/10.1016/j.econmod.2019.06.007
Patel, R. J. (2017). Co-movement and integration among stock markets: A study of 14 countries. Indian Journal of Finance, 11(9), 53–66. https://doi.org/10.17010/ijf/2017/v11i9/118089
Perumandla, S., & Kurisetti, P. (2018). Time-varying correlations, causality, and volatility linkages of Indian commodity and equity markets: Evidence from DCC - GARCH. Indian Journal of Finance, 12(9), 21– 40. https://doi.org/10.17010/ijf/2018/v12i9/131558
Reboredo, J. C., Tiwari, A. K., & Albulescu, C. T. (2015). An analysis of dependence between Central and Eastern European stock markets. Economic Systems, 39(3), 474–490. https://doi.org/10.1016/j.ecosys.2015.01.002
Roy, R. P., & Roy, S. S. (2017). Financial contagion and volatility spillover: An exploration into Indian commodity derivative market. Economic Modelling, 67, 368–380. https://doi.org/10.1016/j.econmod.2017.02.019
Savva, C. S., & Aslanidis, N. (2010). Stock market integration between new EU member states and the Euro-zone, Empirical Economics, 39, 337–351. https://doi.org/10.1007/s00181-009-0306-6
Sehgal, S., Pandey, P., & Deisting, F. (2018). Stock market integration dynamics and its determinants in the East Asian economic community region. Journal of Quantitative Economics, 16, 389–425. https://doi.org/10.1007/s40953-017-0090-7
Seth, N., & Panda, L. (2018). Financial contagion: Review of empirical literature. Qualitative Research in Financial Markets, 10(1), 15 – 70. https://doi.org/10.1108/QRFM-06-2017-0056
Shogbuyi, A., & Steeley, J. M. (2017). The effect of quantitative easing on the variance and covariance of the UK and US equity markets. International Review of Financial Analysis, 52, 281–291. https://doi.org/10.1016/j.irfa.2017.07.009
Singh, A. K., & Shrivastav, R. K. (2018). Evaluating the impact of the global financial crisis on the stock markets of BRICS countries. Indian Journal of Finance, 12(7), 7–27. https://doi.org/10.17010/ijf/2018/v12i7/129967
Singh, A., & Kaur, P. (2015). Modelling dynamic volatility spillovers from the U.S. to the BRIC countries' stock markets during the subprime crisis. Indian Journal of Finance, 9(8), 45–55. http://doi.org/10.17010/ijf/2015/v9i8/74562
Syllignakis, M. N., & Kouretas, G. P. (2011). Dynamic correlation analysis of financial contagion: Evidence from the Central and Eastern European markets. International Review of Economics & Finance, 20(4), 717–732. https://doi.org/10.1016/j.iref.2011.01.006
Terazi, E., & Şenel, S. (2011). The effects of the global financial crisis on the central and eastern European Union countries. International Journal of Business and Social Science, 2(17), 186 – 192.
Virk, N., & Javed, F. (2017). European equity market integration and joint relationship of conditional volatility and correlations. Journal of International Money and Finance, 71, 53–77. https://doi.org/10.1016/j.jimonfin.2016.10.007
Wang, G.-J., Xie, C., Lin, M., & Stanley, H. E. (2017). Stock market contagion during the global financial crisis: A multiscale approach. Finance Research Letters, 22, 163–168. https://doi.org/10.1016/j.frl.2016.12.025
Wang, P., & Moore, T. (2012). The integration of the credit default swap markets during the US subprime crisis: Dynamic correlation analysis. Journal of International Financial Markets, Institutions and Money, 22(1), 1–15. https://doi.org/10.1016/j.intfin.2011.07.001