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Understanding emerging market equity risk premia: Industries, governance and macroeconomic policy uncertainty

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  • Donadelli, Michael
  • Persha, Lauren

Abstract

The average equity risk premium (ERP) in emerging markets is well-known to be significantly higher than in developed markets. But, key reasons for this remain unclear, contributing to investment strategy uncertainty. Here, we use industry-level data for 19 emerging market countries across three regions of the world to first examine the contribution of each industrial stock market to the extra premium paid by emerging markets to international investors from 1995 to present, and then to explore the relative importance of country-level governance and macroeconomic policy uncertainty in explaining both national and regional industry-by-industry ERP behavior. We conduct separate analyses for the emerging market crises period of 1995–2002, and the post-crises period of 2003–2012. Based on both static and dynamic approaches, we find that some industries indeed perform consistently better than others. In particular: (i) the healthcare and basic materials industries mostly contributed to the extra premium paid by the Asian stock market; and (ii) the East European and Latin American stock markets’ extra performances were largely driven by the utilities and consumer services industries, respectively. However, our cross-sectional analyses suggest that country-level governance indicators are not strongly correlated with either national or industry-level returns, with the exception of the consumer goods industry. Lastly, using both rolling-window and DCC-GARCH frameworks, we find that correlations between industrial stock market excess returns and a measure of global economic policy uncertainty are consistently negative, and follow similar patterns. Our empirical evidence as a whole suggests that industrial stock markets are more highly related both within and across countries and regions than has been suggested previously. Contrary to much existing empirical work, our results therefore suggest there is currently little space in emerging markets to exploit cross-industry portfolio diversification benefits.

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  • Donadelli, Michael & Persha, Lauren, 2014. "Understanding emerging market equity risk premia: Industries, governance and macroeconomic policy uncertainty," Research in International Business and Finance, Elsevier, vol. 30(C), pages 284-309.
  • Handle: RePEc:eee:riibaf:v:30:y:2014:i:c:p:284-309
    DOI: 10.1016/j.ribaf.2013.09.008
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    as
    1. Sie Ting Lau & Lilian Ng & Bohui Zhang, 2012. "Information Environment and Equity Risk Premium Volatility Around the World," Management Science, INFORMS, vol. 58(7), pages 1322-1340, July.
    2. Pukthuanthong, Kuntara & Roll, Richard, 2009. "Global market integration: An alternative measure and its application," Journal of Financial Economics, Elsevier, vol. 94(2), pages 214-232, November.
    3. Mr. Marco Del Negro & Mr. Robin Brooks, 2002. "International Stock Returns and Market Integration: A Regional Perspective," IMF Working Papers 2002/202, International Monetary Fund.
    4. Brooks, Robin & Del Negro, Marco, 2004. "The rise in comovement across national stock markets: market integration or IT bubble?," Journal of Empirical Finance, Elsevier, vol. 11(5), pages 659-680, December.
    5. Whitney K. Newey & Kenneth D. West, 1994. "Automatic Lag Selection in Covariance Matrix Estimation," Review of Economic Studies, Oxford University Press, vol. 61(4), pages 631-653.
    6. Edison, Hali J. & Levine, Ross & Ricci, Luca & Slok, Torsten, 2002. "International financial integration and economic growth," Journal of International Money and Finance, Elsevier, vol. 21(6), pages 749-776, November.
    7. Donadelli, Michael & Prosperi, Lorenzo, 2012. "On the role of liquidity in emerging markets stock prices," Research in Economics, Elsevier, vol. 66(4), pages 320-348.
    8. Harvey, Campbell R, 1995. "Predictable Risk and Returns in Emerging Markets," Review of Financial Studies, Society for Financial Studies, vol. 8(3), pages 773-816.
    9. Phylaktis, Kate & Xia, Lichuan, 2006. "Sources of firms' industry and country effects in emerging markets," Journal of International Money and Finance, Elsevier, vol. 25(3), pages 459-475, April.
    10. Geert Bekaert & Campbell R. Harvey & Christian Lundblad, 2007. "Liquidity and Expected Returns: Lessons from Emerging Markets," Review of Financial Studies, Society for Financial Studies, vol. 20(6), pages 1783-1831, November.
    11. Claus, Edda & Lucey, Brian M., 2012. "Equity market integration in the Asia Pacific region: Evidence from discount factors," Research in International Business and Finance, Elsevier, vol. 26(2), pages 137-163.
    12. Nicholas Bloom, 2009. "The Impact of Uncertainty Shocks," Econometrica, Econometric Society, vol. 77(3), pages 623-685, May.
    13. Shang-Jin Wei, 2000. "How Taxing is Corruption on International Investors?," The Review of Economics and Statistics, MIT Press, vol. 82(1), pages 1-11, February.
    14. Pesaran, M. Hashem & Timmermann, Allan, 2002. "Market timing and return prediction under model instability," Journal of Empirical Finance, Elsevier, vol. 9(5), pages 495-510, December.
    15. Bekaert, Geert & Harvey, Campbell R, 1995. "Time-Varying World Market Integration," Journal of Finance, American Finance Association, vol. 50(2), pages 403-444, June.
    16. Kenourgios, Dimitris & Samitas, Aristeidis, 2011. "Equity market integration in emerging Balkan markets," Research in International Business and Finance, Elsevier, vol. 25(3), pages 296-307, September.
    17. Steven Globerman & Daniel Shapiro, 2003. "Governance infrastructure and US foreign direct investment," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 34(1), pages 19-39, January.
    18. Hatemi-J, Abdulnasser, 2012. "Is the UAE stock market integrated with the USA stock market? New evidence from asymmetric causality testing," Research in International Business and Finance, Elsevier, vol. 26(2), pages 273-280.
    19. Bekaert, Geert & Harvey, Campbell R., 1997. "Emerging equity market volatility," Journal of Financial Economics, Elsevier, vol. 43(1), pages 29-77, January.
    20. Arshanapalli, Bala & Doukas, John, 1993. "International stock market linkages: Evidence from the pre- and post-October 1987 period," Journal of Banking & Finance, Elsevier, vol. 17(1), pages 193-208, February.
    21. Aggarwal, Raj & Goodell, John W., 2011. "International variations in expected equity premia: Role of financial architecture and governance," Journal of Banking & Finance, Elsevier, vol. 35(11), pages 3090-3100, November.
    22. Antonakakis, Nikolaos & Chatziantoniou, Ioannis & Filis, George, 2012. "Dynamic Co-movements between Stock Market Returns and Policy Uncertainty," MPRA Paper 42905, University Library of Munich, Germany.
    23. Goldberg, Cathy S. & Veitch, John M., 2010. "Country risk and financial integration--A case study of South Africa," Research in International Business and Finance, Elsevier, vol. 24(2), pages 138-145, June.
    24. de Jong, Frank & de Roon, Frans A., 2005. "Time-varying market integration and expected returns in emerging markets," Journal of Financial Economics, Elsevier, vol. 78(3), pages 583-613, December.
    25. Geert Bekaert & Campbell R. Harvey, 2000. "Capital Flows and the Behavior of Emerging Market Equity Returns," NBER Chapters, in: Capital Flows and the Emerging Economies: Theory, Evidence, and Controversies, pages 159-194, National Bureau of Economic Research, Inc.
    26. David Ng, 2006. "The impact of corruption on financial markets," Managerial Finance, Emerald Group Publishing, vol. 32(10), pages 822-836.
    27. Ozdemir, Zeynel Abidin & Olgun, Hasan & Saracoglu, Bedriye, 2009. "Dynamic linkages between the center and periphery in international stock markets," Research in International Business and Finance, Elsevier, vol. 23(1), pages 46-53, January.
    28. Michael Donadelli, 2013. "Global integration and emerging stock market excess returns," Macroeconomics and Finance in Emerging Market Economies, Taylor & Francis Journals, vol. 6(2), pages 244-279, September.
    29. Bekaert, Geert, 1995. "Market Integration and Investment Barriers in Emerging Equity Markets," The World Bank Economic Review, World Bank Group, vol. 9(1), pages 75-107, January.
    30. Samarakoon, Lalith P., 2011. "Stock market interdependence, contagion, and the U.S. financial crisis: The case of emerging and frontier markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 21(5), pages 724-742.
    31. Geert Bekaert & Campbell R. Harvey & Christian T. Lundblad & Stephan Siegel, 2011. "What Segments Equity Markets?," Review of Financial Studies, Society for Financial Studies, vol. 24(12), pages 3841-3890.
    32. Engle, Robert, 2002. "Dynamic Conditional Correlation: A Simple Class of Multivariate Generalized Autoregressive Conditional Heteroskedasticity Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(3), pages 339-350, July.
    33. Hamao, Yasushi & Masulis, Ronald W & Ng, Victor, 1990. "Correlations in Price Changes and Volatility across International Stock Markets," Review of Financial Studies, Society for Financial Studies, vol. 3(2), pages 281-307.
    34. Robert J. Barro, 2006. "Rare Disasters and Asset Markets in the Twentieth Century," The Quarterly Journal of Economics, Oxford University Press, vol. 121(3), pages 823-866.
    35. Peter Blair Henry, 2000. "Stock Market Liberalization, Economic Reform, and Emerging Market Equity Prices," Journal of Finance, American Finance Association, vol. 55(2), pages 529-564, April.
    36. Michael Donadelli & Lorenzo Prosperi, 2012. "The Equity Risk Premium: Empirical Evidence from Emerging Markets," Working Papers CASMEF 1201, Dipartimento di Economia e Finanza, LUISS Guido Carli.
    37. Masih, Abul M. M. & Masih, Rumi, 1997. "Dynamic linkages and the propagation mechanism driving major international stock markets: An analysis of the pre- and post-crash eras," The Quarterly Review of Economics and Finance, Elsevier, vol. 37(4), pages 859-885.
    38. Kasa, Kenneth, 1992. "Common stochastic trends in international stock markets," Journal of Monetary Economics, Elsevier, vol. 29(1), pages 95-124, February.
    39. Soo-Wah Low & Si-Roei Kew & Lain-Tze Tee, 2011. "International Evidence on the Link between Quality of Governance and Stock Market Performance," Global Economic Review, Taylor & Francis Journals, vol. 40(3), pages 361-384, September.
    40. Roll, Richard, 1992. "Industrial Structure and the Comparative Behavior of International Stock Market Indices," Journal of Finance, American Finance Association, vol. 47(1), pages 3-41, March.
    41. Salomons, Roelof & Grootveld, Henk, 2003. "The equity risk premium: emerging vs. developed markets," Emerging Markets Review, Elsevier, vol. 4(2), pages 121-144, June.
    42. Joseph Joyce, 2011. "Financial Globalization and Banking Crises in Emerging Markets," Open Economies Review, Springer, vol. 22(5), pages 875-895, November.
    43. Ferson, Wayne E. & Harvey, Campbell R., 1994. "Sources of risk and expected returns in global equity markets," Journal of Banking & Finance, Elsevier, vol. 18(4), pages 775-803, September.
    44. Diamond, Douglas W & Verrecchia, Robert E, 1991. "Disclosure, Liquidity, and the Cost of Capital," Journal of Finance, American Finance Association, vol. 46(4), pages 1325-1359, September.
    45. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    46. Chambet, Anthony & Gibson, Rajna, 2008. "Financial integration, economic instability and trade structure in emerging markets," Journal of International Money and Finance, Elsevier, vol. 27(4), pages 654-675, June.
    47. Bushee, BJ & Noe, CF, 2000. "Corporate disclosure practices, institutional investors, and stock return volatility," Journal of Accounting Research, Wiley Blackwell, vol. 38, pages 171-202.
    48. Chen, Gong-meng & Firth, Michael & Meng Rui, Oliver, 2002. "Stock market linkages: Evidence from Latin America," Journal of Banking & Finance, Elsevier, vol. 26(6), pages 1113-1141, June.
    49. Michael Donadelli, 2013. "On the Dynamics of Industrial Stock Market Excess Returns," Working Papers CASMEF 1301, Dipartimento di Economia e Finanza, LUISS Guido Carli.
    50. Carrieri, Francesca & Errunza, Vihang & Hogan, Ked, 2007. "Characterizing World Market Integration through Time," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 42(4), pages 915-940, December.
    51. Bilson, Christopher M. & Brailsford, Timothy J. & Hooper, Vincent J., 2001. "Selecting macroeconomic variables as explanatory factors of emerging stock market returns," Pacific-Basin Finance Journal, Elsevier, vol. 9(4), pages 401-426, August.
    52. Serra, Ana Paula, 2000. "Country and industry factors in returns: evidence from emerging markets' stocks," Emerging Markets Review, Elsevier, vol. 1(2), pages 127-151, September.
    53. Heston, Steven L. & Rouwenhorst, K. Geert, 1994. "Does industrial structure explain the benefits of international diversification?," Journal of Financial Economics, Elsevier, vol. 36(1), pages 3-27, August.
    54. Jayasuriya, Shamila, 2005. "Stock market liberalization and volatility in the presence of favorable market characteristics and institutions," Emerging Markets Review, Elsevier, vol. 6(2), pages 170-191, June.
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    More about this item

    Keywords

    Emerging ERP; Industrial stock markets; Governance indicators; Policy uncertainty;
    All these keywords.

    JEL classification:

    • D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design
    • F36 - International Economics - - International Finance - - - Financial Aspects of Economic Integration
    • F44 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - International Business Cycles
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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