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What influences stock market co-movements between China and its Asia-Pacific trading partners after the Global Financial Crisis?

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  • Shi, Yujie

Abstract

This paper investigates the stock market co-movements between China and its 12 trading partners in the Asia-Pacific region after the Global Financial Crisis. The Dynamic Conditional Correlation (DCC) - Mixed Data Sampling (MIDAS) model is adopted to extract short and long-run correlations. The author utilizes the weekly conditional correlations to detect contagion and explores transmission mechanisms by regressing the monthly economic and financial variables on the monthly conditional correlations. The empirical results show that recent events (specifically, the Shanghai stock market crash, the US-China tariff war, and the COVID-19 pandemic) have increased the contagion incidences across the stock markets in China and its trading partners. Moreover, bilateral trade and market similarities are major drivers of stock market co-movements between China and developed partners as well as between China and emerging partners. Apart from country-pair-specific factors, common factors (such as the Chinese illiquidity pressure) also affect the co-movements between Chinese and its partners' stock markets during the whole and turmoil periods. Besides, the regression results for contagion episodes are mixed. On the one hand, stock market co-movements are irrelevant to most economic fundamentals, indicating pure contagion. On the other hand, differences in industrial production growth and market size affect stock market co-movements between China and its emerging partners.

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  • Shi, Yujie, 2022. "What influences stock market co-movements between China and its Asia-Pacific trading partners after the Global Financial Crisis?," Pacific-Basin Finance Journal, Elsevier, vol. 72(C).
    • Handle: RePEc:eee:pacfin:v:72:y:2022:i:c:s0927538x22000178
    DOI: 10.1016/j.pacfin.2022.101722
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    as
    1. Balli, Faruk & Hajhoj, Hassan Rafdan & Basher, Syed Abul & Ghassan, Hassan Belkacem, 2015. "An analysis of returns and volatility spillovers and their determinants in emerging Asian and Middle Eastern countries," International Review of Economics & Finance, Elsevier, vol. 39(C), pages 311-325.
    2. Hwee Kwan Chow, 2017. "Volatility Spillovers and Linkages in Asian Stock Markets," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 53(12), pages 2770-2781, December.
    3. Robert Johnson & Luc Soenen, 2002. "Asian Economic Integration and Stock Market Comovement," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 25(1), pages 141-157, March.
    4. Sen Wang & Zhixiu Guo, 2020. "A study on the co‐movement and influencing factors of stock markets between China and the other G20 members," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 25(1), pages 43-62, January.
    5. Geert Bekaert & Michael Ehrmann & Marcel Fratzscher & Arnaud Mehl, 2014. "The Global Crisis and Equity Market Contagion," Journal of Finance, American Finance Association, vol. 69(6), pages 2597-2649, December.
    6. Ng, Hock Guan & McAleer, Michael, 2004. "Recursive modelling of symmetric and asymmetric volatility in the presence of extreme observations," International Journal of Forecasting, Elsevier, vol. 20(1), pages 115-129.
    7. Chang, Chun & Liu, Zheng & Spiegel, Mark M., 2015. "Capital controls and optimal Chinese monetary policy," Journal of Monetary Economics, Elsevier, vol. 74(C), pages 1-15.
    8. Ling, Shiqing & McAleer, Michael, 2002. "NECESSARY AND SUFFICIENT MOMENT CONDITIONS FOR THE GARCH(r,s) AND ASYMMETRIC POWER GARCH(r,s) MODELS," Econometric Theory, Cambridge University Press, vol. 18(3), pages 722-729, June.
    9. Thomas C. Chiang & Lanjun Lao & Qingfeng Xue, 2016. "Comovements between Chinese and global stock markets: evidence from aggregate and sectoral data," Review of Quantitative Finance and Accounting, Springer, vol. 47(4), pages 1003-1042, November.
    10. Aggarwal, Raj & Kearney, Colm & Lucey, Brian, 2012. "Gravity and culture in foreign portfolio investment," Journal of Banking & Finance, Elsevier, vol. 36(2), pages 525-538.
    11. Ma, Rufei & Deng, Chengtao & Cai, Huan & Zhai, Pengxiang, 2019. "Does Shanghai-Hong Kong Stock Connect drive market comovement between Shanghai and Hong Kong: A new evidence," The North American Journal of Economics and Finance, Elsevier, vol. 50(C).
    12. Klingelhöfer, Jan & Sun, Rongrong, 2019. "Macroprudential policy, central banks and financial stability: Evidence from China," Journal of International Money and Finance, Elsevier, vol. 93(C), pages 19-41.
    13. Chien-Chung Nieh & Chao-Hsiang Yang & Yu-Sheng Kao, 2012. "Who has more influence on Asian stock markets around the subprime mortgage crisis -- the US or China?," Applied Economics Letters, Taylor & Francis Journals, vol. 19(4), pages 329-335, March.
    14. Ijaz Younis & Cheng Longsheng & Muhammad Farhan Basheer & Ahmed Shafique Joyo, 2020. "Stock market comovements among Asian emerging economies: A wavelet-based approach," PLOS ONE, Public Library of Science, vol. 15(10), pages 1-23, October.
    15. Shen, Pei-Long & Li, Wen & Wang, Xiao-Ting & Su, Chi-Wei, 2015. "Contagion effect of the European financial crisis on China's stock markets: Interdependence and pure contagion," Economic Modelling, Elsevier, vol. 50(C), pages 193-199.
    16. Raffaela Giordano & Marcello Pericoli & Pietro Tommasino, 2013. "Pure or Wake-up-Call Contagion? Another Look at the EMU Sovereign Debt Crisis," International Finance, Wiley Blackwell, vol. 16(2), pages 131-160, June.
    17. khoojine, Arash Sioofy & Han, Dong, 2019. "Network analysis of the Chinese stock market during the turbulence of 2015–2016 using log-returns, volumes and mutual information," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 523(C), pages 1091-1109.
    18. Heikki Lehkonen, 2015. "Stock Market Integration and the Global Financial Crisis," Review of Finance, European Finance Association, vol. 19(5), pages 2039-2094.
    19. Kristin J. Forbes & Menzie D. Chinn, 2004. "A Decomposition of Global Linkages in Financial Markets Over Time," The Review of Economics and Statistics, MIT Press, vol. 86(3), pages 705-722, August.
    20. Gkillas, Konstantinos & Tsagkanos, Athanasios & Vortelinos, Dimitrios I., 2019. "Integration and risk contagion in financial crises: Evidence from international stock markets," Journal of Business Research, Elsevier, vol. 104(C), pages 350-365.
    21. Yang, Kun & Wei, Yu & Li, Shouwei & He, Jianmin, 2020. "Asymmetric risk spillovers between Shanghai and Hong Kong stock markets under China’s capital account liberalization," The North American Journal of Economics and Finance, Elsevier, vol. 51(C).
    22. Robert F. Engle & Eric Ghysels & Bumjean Sohn, 2013. "Stock Market Volatility and Macroeconomic Fundamentals," The Review of Economics and Statistics, MIT Press, vol. 95(3), pages 776-797, July.
    23. Manuel Buchholz & Lena Tonzer, 2016. "Sovereign Credit Risk Co-Movements in the Eurozone: Simple Interdependence or Contagion?," International Finance, Wiley Blackwell, vol. 19(3), pages 246-268, December.
    24. Dewandaru, Ginanjar & Masih, Rumi & Masih, A. Mansur M., 2016. "Contagion and interdependence across Asia-Pacific equity markets: An analysis based on multi-horizon discrete and continuous wavelet transformations," International Review of Economics & Finance, Elsevier, vol. 43(C), pages 363-377.
    25. Deb Kusum Das & Suresh Chand Aggarwal & Abdul Azeez Erumban & Pilu Chandra Das, 2019. "What is new about India’s economic growth? An industry level productivity perspective," Indian Growth and Development Review, Emerald Group Publishing Limited, vol. 13(1), pages 11-36, June.
    26. Prasad, Nalin & Grant, Andrew & Kim, Suk-Joong, 2018. "Time varying volatility indices and their determinants: Evidence from developed and emerging stock markets," International Review of Financial Analysis, Elsevier, vol. 60(C), pages 115-126.
    27. Geert Bekaert & Campbell R. Harvey & Christian T. Lundblad & Stephan Siegel, 2011. "What Segments Equity Markets?," The Review of Financial Studies, Society for Financial Studies, vol. 24(12), pages 3841-3890.
    28. Ahmad, Rubi & Rhee, S. Ghon & Wong, Yuen Meng, 2012. "Foreign exchange market efficiency under recent crises: Asia-Pacific focus," Journal of International Money and Finance, Elsevier, vol. 31(6), pages 1574-1592.
    29. 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.
    30. Geert Hofstede, 1994. "Management Scientists Are Human," Management Science, INFORMS, vol. 40(1), pages 4-13, January.
    31. Mensi, Walid & Hammoudeh, Shawkat & Nguyen, Duc Khuong & Kang, Sang Hoon, 2016. "Global financial crisis and spillover effects among the U.S. and BRICS stock markets," International Review of Economics & Finance, Elsevier, vol. 42(C), pages 257-276.
    32. Kim, Bong-Han & Kim, Hyeongwoo & Lee, Bong-Soo, 2015. "Spillover effects of the U.S. financial crisis on financial markets in emerging Asian countries," International Review of Economics & Finance, Elsevier, vol. 39(C), pages 192-210.
    33. Ng, Angela, 2000. "Volatility spillover effects from Japan and the US to the Pacific-Basin," Journal of International Money and Finance, Elsevier, vol. 19(2), pages 207-233, April.
    34. Leung, Henry & Schiereck, Dirk & Schroeder, Florian, 2017. "Volatility spillovers and determinants of contagion: Exchange rate and equity markets during crises," Economic Modelling, Elsevier, vol. 61(C), pages 169-180.
    35. Peter Christoffersen & Vihang Errunza & Kris Jacobs & Hugues Langlois, 2012. "Is the Potential for International Diversification Disappearing? A Dynamic Copula Approach," The Review of Financial Studies, Society for Financial Studies, vol. 25(12), pages 3711-3751.
    36. Shi, Yujie & Wang, Liming & Ke, Jian, 2021. "Does the US-China trade war affect co-movements between US and Chinese stock markets?," Research in International Business and Finance, Elsevier, vol. 58(C).
    37. Dennis P. Quinn & Hans-Joachim Voth, 2008. "A Century of Global Equity Market Correlations," American Economic Review, American Economic Association, vol. 98(2), pages 535-540, May.
    38. Pretorius, Elna, 2002. "Economic determinants of emerging stock market interdependence," Emerging Markets Review, Elsevier, vol. 3(1), pages 84-105, March.
    39. Alotaibi, Abdullah R. & Mishra, Anil V., 2015. "Global and regional volatility spillovers to GCC stock markets," Economic Modelling, Elsevier, vol. 45(C), pages 38-49.
    40. Tatiana Didier & Inessa Love & María Soledad Martínez Pería, 2012. "What explains comovement in stock market returns during the 2007–2008 crisis?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 17(2), pages 182-202, April.
    41. Tonzer, Lena, 2015. "Cross-border interbank networks, banking risk and contagion," Journal of Financial Stability, Elsevier, vol. 18(C), pages 19-32.
    42. Shu, Chang & He, Dong & Dong, Jinyue & Wang, Honglin, 2018. "Regional pull vs global push factors: China and US influence on Asian financial markets," Journal of International Money and Finance, Elsevier, vol. 87(C), pages 112-132.
    43. Ahmed, Abdullahi D. & Huo, Rui, 2019. "Impacts of China's crash on Asia-Pacific financial integration: Volatility interdependence, information transmission and market co-movement," Economic Modelling, Elsevier, vol. 79(C), pages 28-46.
    44. Colacito, Riccardo & Engle, Robert F. & Ghysels, Eric, 2011. "A component model for dynamic correlations," Journal of Econometrics, Elsevier, vol. 164(1), pages 45-59, September.
    45. Sei-Wan Kim & Young-Min Kim & Moon-Jung Choi, 2015. "Asia-Pacific Stock Market Integration: New Evidence by Incorporating Regime Changes," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 51(S4), pages 68-88, July.
    46. Niţoi, Mihai & Pochea, Maria Miruna, 2019. "What drives European Union stock market co-movements?," Journal of International Money and Finance, Elsevier, vol. 97(C), pages 57-69.
    47. Wen, Fenghua & Zou, Qian & Wang, Xiong, 2021. "The contrarian strategy of institutional investors in Chinese stock market," Finance Research Letters, Elsevier, vol. 41(C).
    48. Burdekin, Richard C.K. & Siklos, Pierre L., 2012. "Enter the dragon: Interactions between Chinese, US and Asia-Pacific equity markets, 1995–2010," Pacific-Basin Finance Journal, Elsevier, vol. 20(3), pages 521-541.
    49. Bracker, Kevin & Docking, Diane Scott & Koch, Paul D., 1999. "Economic determinants of evolution in international stock market integration," Journal of Empirical Finance, Elsevier, vol. 6(1), pages 1-27, January.
    50. Muhammad Owais Qarni & Gulzar Saqib, 2018. "Return and Volatility Spillover across stock markets of China and its Major Trading Partners: Evidence from Shanghai Stock Exchange Crash," Business & Economic Review, Institute of Management Sciences, Peshawar, Pakistan, vol. 10(3), pages 1-20, September.
    51. Leung, Y. H. & Schröder, F. & Schiereck, D., 2017. "Volatility spillovers and determinants of contagion: Exchange rate and equity markets during crises," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 85069, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    52. Billio, Monica & Pelizzon, Loriana, 2003. "Contagion and interdependence in stock markets: Have they been misdiagnosed?," Journal of Economics and Business, Elsevier, vol. 55(5-6), pages 405-426.
    53. Aloui, Chaker & Hkiri, Besma, 2014. "Co-movements of GCC emerging stock markets: New evidence from wavelet coherence analysis," Economic Modelling, Elsevier, vol. 36(C), pages 421-431.
    54. Loh, Lixia, 2013. "Co-movement of Asia-Pacific with European and US stock market returns: A cross-time-frequency analysis," Research in International Business and Finance, Elsevier, vol. 29(C), pages 1-13.
    55. Huang, Chai Liang, 2020. "International stock market co-movements following US financial globalization," International Review of Economics & Finance, Elsevier, vol. 69(C), pages 788-814.
    56. Xianli Kong & Kangyin Dong & Lei Zhang, 2020. "Characteristics and determinants of asymmetric phase shifts in China’s manufacturing industrial production cycles," Applied Economics, Taylor & Francis Journals, vol. 52(22), pages 2366-2376, May.
    57. Mobarek, Asma & Muradoglu, Gulnur & Mollah, Sabur & Hou, Ai Jun, 2016. "Determinants of time varying co-movements among international stock markets during crisis and non-crisis periods," Journal of Financial Stability, Elsevier, vol. 24(C), pages 1-11.
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    More about this item

    Keywords

    Stock market co-movement; Contagion; Transmission mechanism; Shanghai stock market crash; US-China tariff war; COVID-19 pandemic;
    All these keywords.

    JEL classification:

    • G01 - Financial Economics - - General - - - Financial Crises
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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