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Country Risk Ratings and Stock Market Returns in Brazil, Russia, India, and China (BRICS) Countries: A Nonlinear Dynamic Approach

Author

Listed:
  • Adnen Ben Nasr

    (Institut Supérieur de Gestion de Tunis, Université de Tunis, Tunis 2000, Tunisia)

  • Juncal Cunado

    (Department of Economics, University of Navarra, 31009 Pamplona, Spain)

  • Rıza Demirer

    (Department of Economics & Finance, Southern Illinois University Edwardsville, Edwardsville, IL 62026, USA)

  • Rangan Gupta

    (Department of Economics, University of Pretoria, Pretoria 0002, South Africa)

Abstract

This study examines the linkages between Brazil, Russia, India, and China (BRICS) stock market returns, country risk ratings, and international factors via Non-linear Auto Regressive Distributed Lags models (NARDL) that allow for testing the asymmetric effects of changes in country risk ratings on stock market returns. We show that BRICS countries exhibit quite a degree of heterogeneity in the interaction of their stock market returns with country-specific political, financial, and economic risk ratings. Positive and negative rating changes in some BRICS countries are found to have significant implications for both local stock market returns, as well as commodity price dynamics. While the commodity market acts as a catalyst for these emerging stock markets in the long-run, we also observe that negative changes in the country risk ratings generally command a higher impact on stock returns, implying the greater impact of bad news on market dynamics. Our findings suggest that not all BRICS nations are the same in terms of how they react to ratings changes and how they interact with global market variables.

Suggested Citation

  • Adnen Ben Nasr & Juncal Cunado & Rıza Demirer & Rangan Gupta, 2018. "Country Risk Ratings and Stock Market Returns in Brazil, Russia, India, and China (BRICS) Countries: A Nonlinear Dynamic Approach," Risks, MDPI, vol. 6(3), pages 1-22, September.
  • Handle: RePEc:gam:jrisks:v:6:y:2018:i:3:p:94-:d:168940
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    as
    1. Dario Caldara & Matteo Iacoviello, 2022. "Measuring Geopolitical Risk," American Economic Review, American Economic Association, vol. 112(4), pages 1194-1225, April.
    2. De Santis, Giorgio & Gerard, Bruno, 1997. "International Asset Pricing and Portfolio Diversification with Time-Varying Risk," Journal of Finance, American Finance Association, vol. 52(5), pages 1881-1912, December.
    3. Graciela Kaminsky & Sergio L. Schmukler, 2002. "Emerging Market Instability: Do Sovereign Ratings Affect Country Risk and Stock Returns?," The World Bank Economic Review, World Bank, vol. 16(2), pages 171-195, August.
    4. Errunza, Vihang & Losq, Etienne, 1985. "International Asset Pricing under Mild Segmentation: Theory and Test," Journal of Finance, American Finance Association, vol. 40(1), pages 105-124, March.
    5. Bilson, Christopher M. & Brailsford, Timothy J. & Hooper, Vincent C., 2002. "The explanatory power of political risk in emerging markets," International Review of Financial Analysis, Elsevier, vol. 11(1), pages 1-27.
    6. Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
    7. Hammoudeh, Shawkat & Sari, Ramazan & Uzunkaya, Mehmet & Liu, Tengdong, 2013. "The dynamics of BRICS's country risk ratings and domestic stock markets, U.S. stock market and oil price," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 94(C), pages 277-294.
    8. Ramazan Sari & Mehmet Uzunkaya & Shawkat Hammoudeh, 2013. "The Relationship Between Disaggregated Country Risk Ratings and Stock Market Movements: An ARDL Approach," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 49(1), pages 4-16, January.
    9. Philipp Harms, 2002. "Political risk and equity investment in developing countries," Applied Economics Letters, Taylor & Francis Journals, vol. 9(6), pages 377-380.
    10. Longin, Francois & Solnik, Bruno, 1995. "Is the correlation in international equity returns constant: 1960-1990?," Journal of International Money and Finance, Elsevier, vol. 14(1), pages 3-26, February.
    11. Bekaert, Geert & Harvey, Campbell R., 1997. "Emerging equity market volatility," Journal of Financial Economics, Elsevier, vol. 43(1), pages 29-77, January.
    12. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    13. Kang, Wensheng & Ratti, Ronald A., 2013. "Oil shocks, policy uncertainty and stock market return," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 26(C), pages 305-318.
    14. Abdulnasser Hatemi-J, 2012. "Asymmetric causality tests with an application," Empirical Economics, Springer, vol. 43(1), pages 447-456, August.
    15. Balcilar, Mehmet & Bonato, Matteo & Demirer, Riza & Gupta, Rangan, 2018. "Geopolitical risks and stock market dynamics of the BRICS," Economic Systems, Elsevier, vol. 42(2), pages 295-306.
    16. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    17. Serena Ng & Pierre Perron, 2001. "LAG Length Selection and the Construction of Unit Root Tests with Good Size and Power," Econometrica, Econometric Society, vol. 69(6), pages 1519-1554, November.
    18. François Longin & Bruno Solnik, 2001. "Extreme Correlation of International Equity Markets," Journal of Finance, American Finance Association, vol. 56(2), pages 649-676, April.
    19. Lehkonen, Heikki & Heimonen, Kari, 2015. "Democracy, political risks and stock market performance," Journal of International Money and Finance, Elsevier, vol. 59(C), pages 77-99.
    20. Peter Romilly & Haiyan Song & Xiaming Liu, 2001. "Car ownership and use in Britain: a comparison of the empirical results of alternative cointegration estimation methods and forecasts," Applied Economics, Taylor & Francis Journals, vol. 33(14), pages 1803-1818.
    21. William F. Sharpe, 1964. "Capital Asset Prices: A Theory Of Market Equilibrium Under Conditions Of Risk," Journal of Finance, American Finance Association, vol. 19(3), pages 425-442, September.
    22. Schorderet, Yann, 2001. "Revisiting Okun's Law: An Hysteretic Perspective," University of California at San Diego, Economics Working Paper Series qt2fb7n2wd, Department of Economics, UC San Diego.
    23. Mensi, Walid & Hammoudeh, Shawkat & Reboredo, Juan Carlos & Nguyen, Duc Khuong, 2014. "Do global factors impact BRICS stock markets? A quantile regression approach," Emerging Markets Review, Elsevier, vol. 19(C), pages 1-17.
    24. Kristin J. Forbes & Roberto Rigobon, 2002. "No Contagion, Only Interdependence: Measuring Stock Market Comovements," Journal of Finance, American Finance Association, vol. 57(5), pages 2223-2261, October.
    25. Godfrey, Leslie G., 1978. "Testing for multiplicative heteroskedasticity," Journal of Econometrics, Elsevier, vol. 8(2), pages 227-236, October.
    26. Girard, Eric & Omran, Mohamed, 2007. "What are the risks when investing in thin emerging equity markets: Evidence from the Arab world," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 17(1), pages 102-123, February.
    27. Jarque, Carlos M. & Bera, Anil K., 1980. "Efficient tests for normality, homoscedasticity and serial independence of regression residuals," Economics Letters, Elsevier, vol. 6(3), pages 255-259.
    28. Sousa, Ricardo M. & Vivian, Andrew & Wohar, Mark E., 2016. "Predicting asset returns in the BRICS: The role of macroeconomic and fundamental predictors," International Review of Economics & Finance, Elsevier, vol. 41(C), pages 122-143.
    29. Walid Mensi & Shawkat Hammoudeh & Seong-Min Yoon & Mehmet Balcilar, 2017. "Impact of macroeconomic factors and country risk ratings on GCC stock markets: evidence from a dynamic panel threshold model with regime switching," Applied Economics, Taylor & Francis Journals, vol. 49(13), pages 1255-1272, March.
    30. Robin C. Sickles & William C. Horrace (ed.), 2014. "Festschrift in Honor of Peter Schmidt," Springer Books, Springer, edition 127, number 978-1-4899-8008-3, November.
    31. Liu, Tengdong & Hammoudeh, Shawkat & Thompson, Mark A., 2013. "A momentum threshold model of stock prices and country risk ratings: Evidence from BRICS countries," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 27(C), pages 99-112.
    32. Walid Mensi & Shawkat Hammoudeh & Seong-Min Yoon & Duc Khuong Nguyen, 2016. "Asymmetric Linkages between BRICS Stock Returns and Country Risk Ratings: Evidence from Dynamic Panel Threshold Models," Review of International Economics, Wiley Blackwell, vol. 24(1), pages 1-19, February.
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