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Macroeconomic Structural Changes in a Leading Emerging Market: The Effects of the Asian Financial Crisis

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  • Dohyun CHUN

    (College of Business, Korea Advanced Institute of Science and Technology, Seoul, Korea.)

  • Hoon CHO

    (College of Business, Korea Advanced Institute of Science and Technology, Seoul, Korea.)

  • Doojin RYU

    (College of Economics, Sungkyunkwan University, Jongno-gu, Seoul 03063, Republic of Korea.)

Abstract

This study investigates stock market behavior in response to money supply, financial, aggregate spending, and aggregate supply shocks within a structural vector autoregression framework. Analyzing financial and macroeconomic data from the Korean market, a globally leading emerging market, we find that each type of macroeconomic shock has a significant effect on the price level and that real stock returns react positively (negatively) to aggregate supply (spending) shocks. Cumulative impulse response analyses suggest that the Korean economy’s structure changed significantly following the Asian financial crisis. The results by industry sector indicate that, although the manufacturing and financial sectors share similar impulse response structures, the financial crisis’ effects on the two sectors differ significantly.

Suggested Citation

  • Dohyun CHUN & Hoon CHO & Doojin RYU, 2018. "Macroeconomic Structural Changes in a Leading Emerging Market: The Effects of the Asian Financial Crisis," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(2), pages 22-42, December.
  • Handle: RePEc:rjr:romjef:v::y:2018:i:2:p:22-42
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    1. Simon Gilchrist & Raphael Schoenle & Jae Sim & Egon Zakrajšek, 2017. "Inflation Dynamics during the Financial Crisis," American Economic Review, American Economic Association, vol. 107(3), pages 785-823, March.
    2. Blanchard, Olivier Jean & Quah, Danny, 1989. "The Dynamic Effects of Aggregate Demand and Supply Disturbances," American Economic Review, American Economic Association, vol. 79(4), pages 655-673, September.
    3. Juan Francisco Martínez S. & Dimitrios P. Tsomocos, 2019. "Liquidity and default in an exchange economy," Chapters, in: Financial Regulation and Stability, chapter 7, pages 201-223, Edward Elgar Publishing.
    4. Uhlig, Harald, 2005. "What are the effects of monetary policy on output? Results from an agnostic identification procedure," Journal of Monetary Economics, Elsevier, vol. 52(2), pages 381-419, March.
    5. Ben S. Bernanke & Mark Gertler, 2001. "Should Central Banks Respond to Movements in Asset Prices?," American Economic Review, American Economic Association, vol. 91(2), pages 253-257, May.
    6. Christiano, Lawrence J & Eichenbaum, Martin & Evans, Charles, 1996. "The Effects of Monetary Policy Shocks: Evidence from the Flow of Funds," The Review of Economics and Statistics, MIT Press, vol. 78(1), pages 16-34, February.
    7. Park, Jungwook & Ratti, Ronald A., 2008. "Oil price shocks and stock markets in the U.S. and 13 European countries," Energy Economics, Elsevier, vol. 30(5), pages 2587-2608, September.
    8. Ram, Rati & Spencer, David E, 1983. "Stock Returns, Real Activity, Inflation, and Money: Comment," American Economic Review, American Economic Association, vol. 73(3), pages 463-470, June.
    9. Rapach, David E., 2001. "Macro shocks and real stock prices," Journal of Economics and Business, Elsevier, vol. 53(1), pages 5-26.
    10. Takushi Kurozumi & Willem Van Zandweghe, 2016. "Kinked Demand Curves, the Natural Rate Hypothesis, and Macroeconomic Stability," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 20, pages 240-257, April.
    11. Kronen Dominik & Belke Ansgar, 2017. "The Impact of Policy Uncertainty on Macro Variables – An SVAR-Based Empirical Analysis for EU Countries," Review of Economics, De Gruyter, vol. 68(2), pages 93-116, August.
    12. Juan F. Rubio-Ramírez & Daniel F. Waggoner & Tao Zha, 2010. "Structural Vector Autoregressions: Theory of Identification and Algorithms for Inference," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 77(2), pages 665-696.
    13. Hyein Shim & Hyeyoen Kim & Sunghyun Kim & Doojin Ryu, 2016. "Testing the relative purchasing power parity hypothesis: the case of Korea," Applied Economics, Taylor & Francis Journals, vol. 48(25), pages 2383-2395, May.
    14. Lawrence J. Christiano & Cosmin Ilut & Roberto Motto & Massimo Rostagno, 2010. "Monetary policy and stock market booms," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 85-145.
    15. Ansgar Belke & Dominik Kronen, 2017. "The impact of uncertainty on macro variables - An SVAR-based empirical analysis for EU countries," ROME Working Papers 201708, ROME Network.
    16. 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.
    17. Soyoung Kim, 2014. "Effects of Monetary Policy Shocks on the Exchange Rate in the Republic of Korea: Capital Flows in Stock and Bond Markets," Asian Development Review, MIT Press, vol. 31(1), pages 121-135, March.
    18. Doowon Ryu & Doojin Ryu & Joon Ho Hwang, 2017. "Corporate governance, product-market competition, and stock returns: evidence from the Korean market," Asian Business & Management, Palgrave Macmillan, vol. 16(1), pages 50-91, April.
    19. Renée Fry & James Hocking & Vance L. Martin, 2008. "The Role of Portfolio Shocks in a Structural Vector Autoregressive Model of the Australian Economy," The Economic Record, The Economic Society of Australia, vol. 84(264), pages 17-33, March.
    20. Park, Sung Y. & Ryu, Doojin & Song, Jeongseok, 2017. "The dynamic conditional relationship between stock market returns and implied volatility," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 482(C), pages 638-648.
    21. John Y. Campbell & Tuomo Vuolteenaho, 2004. "Inflation Illusion and Stock Prices," American Economic Review, American Economic Association, vol. 94(2), pages 19-23, May.
    22. Alexandros Kontonikas & Zivile Zekaite, 2018. "Monetary policy and stock valuation: structural VAR identification and size effects," Quantitative Finance, Taylor & Francis Journals, vol. 18(5), pages 837-848, May.
    23. Doojin RYU & Hyein SHIM, 2017. "Intraday Dynamics of Asset Returns, Trading Activities, and Implied Volatilities: A Trivariate GARCH Framework," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(2), pages 45-61, June.
    24. Jiranyakul, Komain, 2009. "Economic Forces and the Thai Stock Market, 1993-2007," MPRA Paper 45582, University Library of Munich, Germany.
    25. Tobin, James, 1969. "A General Equilibrium Approach to Monetary Theory," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 1(1), pages 15-29, February.
    26. Fama, Eugene F, 1981. "Stock Returns, Real Activity, Inflation, and Money," American Economic Review, American Economic Association, vol. 71(4), pages 545-565, September.
    27. Clarida, Richard & Gali, Jordi, 1994. "Sources of real exchange-rate fluctuations: How important are nominal shocks?," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 41(1), pages 1-56, December.
    28. Hee‐Joon Ahn & Jangkoo Kang & Doojin Ryu, 2008. "Informed trading in the index option market: The case of KOSPI 200 options," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 28(12), pages 1118-1146, December.
    29. Bjørnland, Hilde C. & Leitemo, Kai, 2009. "Identifying the interdependence between US monetary policy and the stock market," Journal of Monetary Economics, Elsevier, vol. 56(2), pages 275-282, March.
    30. Minxian Yang, 2017. "Effects of idiosyncratic shocks on macroeconomic time series," Empirical Economics, Springer, vol. 53(4), pages 1441-1461, December.
    31. Rangan GUPTA & Roula INGLESI-LOTZ, 2012. "Macro Shocks and Real US Stock Prices with Special Focus on the “Great Recession”," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 12(2).
    32. Lee, Bong Soo & Ryu, Doojin, 2013. "Stock returns and implied volatility: A new VAR approach," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 7, pages 1-20.
    33. Hess, Patrick J & Lee, Bong-Soo, 1999. "Stock Returns and Inflation with Supply and Demand Disturbances," Review of Financial Studies, Society for Financial Studies, vol. 12(5), pages 1203-1218.
    34. Geske, Robert & Roll, Richard, 1983. "The Fiscal and Monetary Linkage between Stock Returns and Inflation," Journal of Finance, American Finance Association, vol. 38(1), pages 1-33, March.
    35. Dongho Song, 2017. "Bond Market Exposures to Macroeconomic and Monetary Policy Risks," Review of Financial Studies, Society for Financial Studies, vol. 30(8), pages 2761-2817.
    36. Campbell, John Y & Mankiw, N Gregory, 1990. "Permanent Income, Current Income, and Consumption," Journal of Business & Economic Statistics, American Statistical Association, vol. 8(3), pages 265-279, July.
    37. Serletis, Apostolos & Koustas, Zisimos, 2019. "Monetary Neutrality," Macroeconomic Dynamics, Cambridge University Press, vol. 23(6), pages 2133-2149, September.
      • Apostolos Serletis & Zisimos Koustas, "undated". "Monetary Neutrality," Working Papers 2015-06, Department of Economics, University of Calgary, revised 29 May 2015.
    38. Luca Benati & Paolo Surico, 2009. "VAR Analysis and the Great Moderation," American Economic Review, American Economic Association, vol. 99(4), pages 1636-1652, September.
    39. Webb, Robert I. & Ryu, Doojin & Ryu, Doowon & Han, Joongho, 2016. "The price impact of futures trades and their intraday seasonality," Emerging Markets Review, Elsevier, vol. 26(C), pages 80-98.
    40. Song, Wonho & Ryu, Doojin & Webb, Robert I., 2016. "Overseas market shocks and VKOSPI dynamics: A Markov-switching approach," Finance Research Letters, Elsevier, vol. 16(C), pages 275-282.
    41. Sadorsky, Perry, 1999. "Oil price shocks and stock market activity," Energy Economics, Elsevier, vol. 21(5), pages 449-469, October.
    42. Tim Berg, 2012. "Did monetary or technology shocks move euro area stock prices?," Empirical Economics, Springer, vol. 43(2), pages 693-722, October.
    43. Ying Huang & Feng Guo, 2008. "Macro shocks and the Japanese stock market," Applied Financial Economics, Taylor & Francis Journals, vol. 18(17), pages 1391-1400.
    44. Song, Joonhyuk & Ryu, Doojin, 2016. "Credit cycle and balancing the capital gap: Evidence from Korea," Economic Systems, Elsevier, vol. 40(4), pages 595-611.
    45. Song, Wonho & Park, Sung Y. & Ryu, Doojin, 2018. "Dynamic conditional relationships between developed and emerging markets," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 507(C), pages 534-543.
    46. Lutz Kilian, 2013. "Structural vector autoregressions," Chapters, in: Nigar Hashimzade & Michael A. Thornton (ed.), Handbook of Research Methods and Applications in Empirical Macroeconomics, chapter 22, pages 515-554, Edward Elgar Publishing.
    47. Frank Smets & Rafael Wouters, 2007. "Shocks and Frictions in US Business Cycles: A Bayesian DSGE Approach," American Economic Review, American Economic Association, vol. 97(3), pages 586-606, June.
    48. Murad A. BEIN & Mehmet AGA, 2016. "On the Linkage between the International Crude Oil Price and Stock Markets: Evidence from the Nordic and Other European Oil Importing and Oil Exporting Countries," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(4), pages 115-134, December.
    49. Heejin Yang & Hyung‐Suk Choi & Doojin Ryu, 2017. "Option Market Characteristics and Price Monotonicity Violations," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 37(5), pages 473-498, May.
    50. Yingying HAN & Xiang ZHOU, 2017. "The Relationship between Stock and Exchange Rates for BRICS Countries Pre - and Post - Crisis: A Mixed C - VINE Copula Model," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(1), pages 38-59, March.
    51. Lee, Bong-Soo, 1992. "Causal Relations among Stock Returns, Interest Rates, Real Activity, and Inflation," Journal of Finance, American Finance Association, vol. 47(4), pages 1591-1603, September.
    52. Evans, George W, 1989. "Output and Unemployment Dynamics in the United States: 1950-1985," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 4(3), pages 213-237, July-Sept.
    53. Chune Young Chung & Hyeyoen Kim & Doojin Ryu, 2017. "Foreign investor trading and information asymmetry: evidence from a leading emerging market," Applied Economics Letters, Taylor & Francis Journals, vol. 24(8), pages 540-544, May.
    54. Jieun Lee & Doojin Ryu & Ali M. Kutan, 2016. "Monetary Policy Announcements, Communication, and Stock Market Liquidity," Australian Economic Papers, Wiley Blackwell, vol. 55(3), pages 227-250, September.
    55. Hyein Shim & Hyeyoen Kim & Junyeup Kim & Doojin Ryu, 2015. "Weather and stock market volatility: the case of a leading emerging market," Applied Economics Letters, Taylor & Francis Journals, vol. 22(12), pages 987-992, August.
    56. Giorgio E. Primiceri, 2005. "Time Varying Structural Vector Autoregressions and Monetary Policy," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(3), pages 821-852.
    57. Mikael Carlsson, 2017. "Microdata Evidence on the Empirical Importance of Selection Effects in Menu‐Cost Models," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 49(8), pages 1803-1830, December.
    58. Bouri, Elie & Gupta, Rangan & Hosseini, Seyedmehdi & Lau, Chi Keung Marco, 2018. "Does global fear predict fear in BRICS stock markets? Evidence from a Bayesian Graphical Structural VAR model," Emerging Markets Review, Elsevier, vol. 34(C), pages 124-142.
    59. Lee, Bong Soo, 2010. "Stock returns and inflation revisited: An evaluation of the inflation illusion hypothesis," Journal of Banking & Finance, Elsevier, vol. 34(6), pages 1257-1273, June.
    60. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    61. Lastrapes, W. D., 1998. "International evidence on equity prices, interest rates and money," Journal of International Money and Finance, Elsevier, vol. 17(3), pages 377-406, June.
    62. Frank Smets & Raf Wouters, 2003. "An Estimated Dynamic Stochastic General Equilibrium Model of the Euro Area," Journal of the European Economic Association, MIT Press, vol. 1(5), pages 1123-1175, September.
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    Cited by:

    1. Chun, Dohyun & Cho, Hoon & Ryu, Doojin, 2020. "Economic indicators and stock market volatility in an emerging economy," Economic Systems, Elsevier, vol. 44(2).
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    3. Daehyeon PARK & Doojin RYU, 2021. "Forecasting Stock Market Dynamics using Bidirectional Long Short-Term Memory," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(2), pages 22-34, June.

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    More about this item

    Keywords

    Asian financial crisis; Emerging market; Financial Economics; Macroeconomic shock; Structural VAR;
    All these keywords.

    JEL classification:

    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • E49 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Other
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • G19 - Financial Economics - - General Financial Markets - - - Other

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