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The macroeconomic drivers of stock market development: Evidence from Hong Kong

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  • Ho, Sin-Yu
  • Odhiambo, Nicholas

Abstract

This paper examines the macroeconomic drivers of stock market development in Hong Kong during the period 1992Q4 to 2016Q3. Specifically, it investigates the impact of banking sector development, economic growth, the inflation rate, the exchange rate, trade openness and stock market liquidity on stock market development. By employing autoregressive distributed lag (ARDL) bounds testing procedure, we find that banking sector development and economic growth have positive impacts on stock market development, whereas the inflation rate and the exchange rate have negative impacts on stock market development both in the long and short run. In addition, the results show that trade openness has a positive long-run impact but a negative short-run impact on stock market development. Policy recommendations are provided based on these findings.

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  • Ho, Sin-Yu & Odhiambo, Nicholas, 2017. "The macroeconomic drivers of stock market development: Evidence from Hong Kong," Working Papers 23438, University of South Africa, Department of Economics.
  • Handle: RePEc:uza:wpaper:23438
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    1. Fernández-Arias, Eduardo & Hausmann, Ricardo, 2000. "Is FDI a Safer Form of Financing?," IDB Publications (Working Papers) 1318, Inter-American Development Bank.
    2. Michael C. Jensen, 2010. "The Modern Industrial Revolution, Exit, and the Failure of Internal Control Systems," Journal of Applied Corporate Finance, Morgan Stanley, vol. 22(1), pages 43-58, January.
    3. Levine, Ross & Zervos, Sara, 1998. "Stock Markets, Banks, and Economic Growth," American Economic Review, American Economic Association, vol. 88(3), pages 537-558, June.
    4. Adam, Anokye M. & Tweneboah, George, 2008. "Foreign Direct Investment and Stock market Development: Ghana’s Evidence," MPRA Paper 11985, University Library of Munich, Germany, revised 2008.
    5. Marques, Luís Miguel & Fuinhas, José Alberto & Marques, António Cardoso, 2013. "Does the stock market cause economic growth? Portuguese evidence of economic regime change," Economic Modelling, Elsevier, vol. 32(C), pages 316-324.
    6. Levine, Ross & Zervos, Sara, 1996. "Stock Market Development and Long-Run Growth," The World Bank Economic Review, World Bank, vol. 10(2), pages 323-339, May.
    7. 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.
    8. Stephen A. Ross, 2013. "The Arbitrage Theory of Capital Asset Pricing," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 1, pages 11-30, World Scientific Publishing Co. Pte. Ltd..
    9. Jorion, Philippe, 1991. "The Pricing of Exchange Rate Risk in the Stock Market," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 26(3), pages 363-376, September.
    10. Huybens, Elisabeth & Smith, Bruce D., 1998. "Financial Market Frictions, Monetary Policy, and Capital Accumulation in a Small Open Economy," Journal of Economic Theory, Elsevier, vol. 81(2), pages 353-400, August.
    11. Ross Levine & Norman Loayza & Thorsten Beck, 2002. "Financial Intermediation and Growth: Causality and Causes," Central Banking, Analysis, and Economic Policies Book Series, in: Leonardo Hernández & Klaus Schmidt-Hebbel & Norman Loayza (Series Editor) & Klaus Schmidt-Hebbel (Se (ed.),Banking, Financial Integration, and International Crises, edition 1, volume 3, chapter 2, pages 031-084, Central Bank of Chile.
    12. Greenwood, Jeremy & Jovanovic, Boyan, 1990. "Financial Development, Growth, and the Distribution of Income," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 1076-1107, October.
    13. Greenwood, Jeremy & Smith, Bruce D., 1997. "Financial markets in development, and the development of financial markets," Journal of Economic Dynamics and Control, Elsevier, vol. 21(1), pages 145-181, January.
    14. Siong Hook Law & Muzafar Shah Habibullah, 2009. "The Determinants Of Financial Development: Institutions, Openness And Financial Liberalisation," South African Journal of Economics, Economic Society of South Africa, vol. 77(1), pages 45-58, March.
    15. Allen, Franklin & Gale, Douglas, 1997. "Financial Markets, Intermediaries, and Intertemporal Smoothing," Journal of Political Economy, University of Chicago Press, vol. 105(3), pages 523-546, June.
    16. David M. G. Newbery & Joseph E. Stiglitz, 1984. "Pareto Inferior Trade," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 51(1), pages 1-12.
    17. Maximilian J.B. Hall (ed.), 2003. "The International Handbook on Financial Reform," Books, Edward Elgar Publishing, number 1737.
    18. Cochrane, John H, 1991. "A Simple Test of Consumption Insurance," Journal of Political Economy, University of Chicago Press, vol. 99(5), pages 957-976, October.
    19. Levine, Ross, 2005. "Finance and Growth: Theory and Evidence," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 12, pages 865-934, Elsevier.
    20. Charles Adjasi & Nicholas Biekpe, 2006. "Stock Market Development and Economic Growth: The Case of Selected African Countries," African Development Review, African Development Bank, vol. 18(1), pages 144-161.
    21. John H. Boyd & Ross Levine & Bruce Smith, 1996. "Inflation and financial market performance," Working Papers (Old Series) 9617, Federal Reserve Bank of Cleveland.
    22. Obstfeld, Maurice, 1994. "Risk-Taking, Global Diversification, and Growth," American Economic Review, American Economic Association, vol. 84(5), pages 1310-1329, December.
    23. Ho, Sin-Yu, 2017. "The Macroeconomic Determinants of Stock Market Development: Evidence from South Africa," MPRA Paper 76493, University Library of Munich, Germany.
    24. Ross Levine, 1997. "Financial Development and Economic Growth: Views and Agenda," Journal of Economic Literature, American Economic Association, vol. 35(2), pages 688-726, June.
    25. repec:bla:reviec:v:9:y:2001:i:3:p:443-54 is not listed on IDEAS
    26. repec:idb:wpaper:416 is not listed on IDEAS
    27. Demirguc-Kunt, Ash & Levine, Ross, 1996. "Stock Markets, Corporate Finance, and Economic Growth: An Overview," The World Bank Economic Review, World Bank, vol. 10(2), pages 223-239, May.
    28. Guillermo A. Calvo & Leonardo Leiderman & Carmen M. Reinhart, 1993. "Capital Inflows and Real Exchange Rate Appreciation in Latin America: The Role of External Factors," IMF Staff Papers, Palgrave Macmillan, vol. 40(1), pages 108-151, March.
    29. Chou, W. L., 2000. "Exchange Rate Variability and China's Exports," Journal of Comparative Economics, Elsevier, vol. 28(1), pages 61-79, March.
    30. J. Shan & A. Morris & F. Sun, 1999. "Financial development and economic growth: An egg-and-chicken problem?," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 5(4), pages 514-514, November.
    31. Jensen, Michael C & Murphy, Kevin J, 1990. "Performance Pay and Top-Management Incentives," Journal of Political Economy, University of Chicago Press, vol. 98(2), pages 225-264, April.
    32. Stiglitz, Joseph E, 1985. "Credit Markets and the Control of Capital," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 17(2), pages 133-152, May.
    33. Charles Amo Yartey, 2007. "Well-developed Financial Intermediary Sector Promotes Stock Market Development," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 6(3), pages 269-289, December.
    34. Blankenau, William & Ayhan Kose, M. & Yi, Kei-Mu, 2001. "Can world real interest rates explain business cycles in a small open economy?," Journal of Economic Dynamics and Control, Elsevier, vol. 25(6-7), pages 867-889, June.
    35. Agbloyor, Elikplimi Komla & Abor, Joshua & Adjasi, Charles Komla Delali & Yawson, Alfred, 2013. "Exploring the causality links between financial markets and foreign direct investment in Africa," Research in International Business and Finance, Elsevier, vol. 28(C), pages 118-134.
    36. Farhang Niroomand & Massomeh Hajilee & Omar M. Al Nasser, 2014. "Financial market development and trade openness: evidence from emerging economies," Applied Economics, Taylor & Francis Journals, vol. 46(13), pages 1490-1498, May.
    37. Minier, Jenny A., 2003. "Are small stock markets different?," Journal of Monetary Economics, Elsevier, vol. 50(7), pages 1593-1602, October.
    38. Gavin, Michael, 1989. "The stock market and exchange rate dynamics," Journal of International Money and Finance, Elsevier, vol. 8(2), pages 181-200, June.
    39. Valeriano F. García & Lin Liu, 1999. "Macroeconomic Determinants of Stock Market Development," Journal of Applied Economics, Universidad del CEMA, vol. 2, pages 29-59, May.
    40. Ricardo Hausmann & Eduardo Fernández-Arias, 2000. "Foreign Direct Investment: Good Cholesterol?," Research Department Publications 4203, Inter-American Development Bank, Research Department.
    41. Arestis, Philip & Demetriades, Panicos O, 1997. "Financial Development and Economic Growth: Assessing the Evidence," Economic Journal, Royal Economic Society, vol. 107(442), pages 783-799, May.
    42. Valeriano F. Garcia & Lin Liu, 1999. "Macroeconomic Determinants of Stock Market Development," Journal of Applied Economics, Taylor & Francis Journals, vol. 2(1), pages 29-59, May.
    43. Stulz, Rene M, 1981. "On the Effects of Barriers to International Investment," Journal of Finance, American Finance Association, vol. 36(4), pages 923-934, September.
    44. Charles Amo Yartey, 2010. "The institutional and macroeconomic determinants of stock market development in emerging economies," Applied Financial Economics, Taylor & Francis Journals, vol. 20(21), pages 1615-1625.
    45. Pesaran, M. H. & Shin, Y. & Smith, R. J., 1996. "Testing for the 'Existence of a Long-run Relationship'," Cambridge Working Papers in Economics 9622, Faculty of Economics, University of Cambridge.
    46. Guillermo A. Calvo & Leonardo Leiderman & Carmen M. Reinhart, 1993. "Capital Inflows and Real Exchange Rate Appreciation in Latin America: The Role of External Factors," IMF Staff Papers, Palgrave Macmillan, vol. 40(1), pages 108-151, March.
    47. Robert C. Merton, 2005. "Theory of rational option pricing," World Scientific Book Chapters, in: Sudipto Bhattacharya & George M Constantinides (ed.), Theory Of Valuation, chapter 8, pages 229-288, World Scientific Publishing Co. Pte. Ltd..
    48. Bruce D. Smith & John H. Boyd, 1998. "Capital market imperfections in a monetary growth model," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 11(2), pages 241-273.
    49. Phylaktis, Kate & Ravazzolo, Fabiola, 2005. "Stock prices and exchange rate dynamics," Journal of International Money and Finance, Elsevier, vol. 24(7), pages 1031-1053, November.
    50. Sin-Yu Ho & Bernard Njindan Iyke, 2017. "Determinants of stock market development: a review of the literature," Studies in Economics and Finance, Emerald Group Publishing Limited, vol. 34(1), pages 143-164, March.
    51. Breeden, Douglas T., 1979. "An intertemporal asset pricing model with stochastic consumption and investment opportunities," Journal of Financial Economics, Elsevier, vol. 7(3), pages 265-296, September.
    52. Rhee, S. Ghon & Wang, Jianxin, 2009. "Foreign institutional ownership and stock market liquidity: Evidence from Indonesia," Journal of Banking & Finance, Elsevier, vol. 33(7), pages 1312-1324, July.
    53. Kamal A. El-Wassal, 2005. "Understanding the Growth in Emerging Stock Markets," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 4(3), pages 227-261, December.
    54. Barnes, Michelle & Boyd, John H. & Smith, Bruce D., 1999. "Inflation and asset returns," European Economic Review, Elsevier, vol. 43(4-6), pages 737-754, April.
    55. Madhu Sehrawat & A K Giri, 2016. "Financial development and poverty reduction in India: an empirical investigation," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 43(2), pages 106-122, February.
    56. Fama, Eugene F, 1970. "Efficient Capital Markets: A Review of Theory and Empirical Work," Journal of Finance, American Finance Association, vol. 25(2), pages 383-417, May.
    57. Ho, Sin-Yu, 2017. "The Macroeconomic Determinants of Stock Market Development: Evidence from Malaysia," MPRA Paper 77232, University Library of Munich, Germany.
    58. BAYAR, Yılmaz, 2016. "Macroeconomic Determinants Of Stock Market Development: Evidence From Borsa Istanbul," Studii Financiare (Financial Studies), Centre of Financial and Monetary Research "Victor Slavescu", vol. 20(1), pages 69-89.
    59. Vivek Arora & Athanasios Vamvakidis, 2005. "How Much Do Trading Partners Matter for Economic Growth?," IMF Staff Papers, Palgrave Macmillan, vol. 52(1), pages 24-40, April.
    60. Sin-Yu Ho & Nicholas M Odhiambo, 2015. "Stock market performance in Hong Kong: an exploratory review," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 29(1), pages 47-61, May.
    61. Issam Abdalla & Victor Murinde, 1997. "Exchange rate and stock price interactions in emerging financial markets: evidence on India, Korea, Pakistan and the Philippines," Applied Financial Economics, Taylor & Francis Journals, vol. 7(1), pages 25-35.
    62. Eduardo Fernández-Arias & Ricardo Hausmann, 2000. "Is FDI a Safer Form of Financing?," Research Department Publications 4201, Inter-American Development Bank, Research Department.
    63. Atje, Raymond & Jovanovic, Boyan, 1993. "Stock markets and development," European Economic Review, Elsevier, vol. 37(2-3), pages 632-640, April.
    64. Robert C. Merton & Zvi Bodie, 2005. "Design Of Financial Systems: Towards A Synthesis Of Function And Structure," World Scientific Book Chapters, in: H Gifford Fong (ed.), The World Of Risk Management, chapter 1, pages 1-27, World Scientific Publishing Co. Pte. Ltd..
    65. Dornbusch, Rudiger & Fischer, Stanley, 1980. "Exchange Rates and the Current Account," American Economic Review, American Economic Association, vol. 70(5), pages 960-971, December.
    66. Bencivenga, Valerie R & Smith, Bruce D & Starr, Ross M, 1996. "Equity Markets, Transactions Costs, and Capital Accumulation: An Illustration," The World Bank Economic Review, World Bank, vol. 10(2), pages 241-265, May.
    67. Ali Kutan & Tansu Aksoy, 2003. "Public Information Arrival and the Fisher Effect in Emerging Markets: Evidence from Stock and Bond Markets in Turkey," Journal of Financial Services Research, Springer;Western Finance Association, vol. 23(3), pages 225-239, June.
    68. Rajan, Raghuram G. & Zingales, Luigi, 2003. "The great reversals: the politics of financial development in the twentieth century," Journal of Financial Economics, Elsevier, vol. 69(1), pages 5-50, July.
    69. 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.
    70. Ricardo Hausmann & Eduardo Fernández-Arias, 2000. "Foreign Direct Investment: Good Cholesterol?," Research Department Publications 4203, Inter-American Development Bank, Research Department.
    71. Levine, Ross, 1991. "Stock Markets, Growth, and Tax Policy," Journal of Finance, American Finance Association, vol. 46(4), pages 1445-1465, September.
    72. Thorsten Beck & Asli Demirgüç-Kunt & Ross Levine, 2007. "Finance, inequality and the poor," Journal of Economic Growth, Springer, vol. 12(1), pages 27-49, March.
    73. Billmeier, Andreas & Massa, Isabella, 2009. "What drives stock market development in emerging markets--institutions, remittances, or natural resources?," Emerging Markets Review, Elsevier, vol. 10(1), pages 23-35, March.
    74. Y. C. Jao, 2003. "Financial reform in Hong Kong," Chapters, in: Maximilian J.B. Hall (ed.), The International Handbook on Financial Reform, chapter 6, Edward Elgar Publishing.
    75. Adler, Michael & Dumas, Bernard, 1983. "International Portfolio Choice and Corporation Finance: A Synthesis," Journal of Finance, American Finance Association, vol. 38(3), pages 925-984, June.
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    More about this item

    Keywords

    macroeconomic drivers; determinants; stock market development; Hong Kong; ARDL bounds testing;
    All these keywords.

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors

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