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Co-movement of Asian stock markets:An empirical study

Published:02 December 2021Publication History

ABSTRACT

This study employs the TVP-VAR connectedness method to explore the stock market interdependence among nine Asian major economies from 2010 to 2020. From the results, I observe that the interdependence level in the system varies in different years corresponding to global events. For example, the stock markets are more closely connected during the covid-19 pandemic. Moreover, each country has distinctive influence power on other countries, which also fluctuates with time. There exists great heterogeneity in terms of pairwise connectedness between every two countries. The findings have instructive meanings for investors to construct the optimal investing portfolio. The results are also meaningful for policymakers in terms of taking measures to stabilize the stock market in turbulent times.

References

  1. Herbert G. Grubel. 1968. Internationally diversified portfolios: welfare gains and capital flows. The American Economic Review 58, 5 (Dec. 1968), 1299-1314.Google ScholarGoogle Scholar
  2. Susan Sunlia Sharma. 2020. A note on the Asian market volatility during the COVID-19 pandemic. Asian Economics Letters 1, 2 (Oct. 2020), 17661. https://doi.org/10.46557/001c.17661Google ScholarGoogle ScholarCross RefCross Ref
  3. Md Akhtaruzzaman, Sabri Boubaker and Ahmet Sensoy. 2021. Financial contagion during COVID–19 crisis. Finance Research Letters 38 (Jan. 2021), 101604. https://doi.org/10.1016/j.frl.2020.101604Google ScholarGoogle ScholarCross RefCross Ref
  4. Richard C.K. Burdekin and Pierre L. Siklos. 2012. Enter the dragon: Interactions between Chinese, US and Asia-Pacific equity markets, 1995–2010. Pacific-basin finance journal 20, 3 (Jun. 2012), 521-541. https://doi.org/10.1016/j.pacfin.2011.12.004Google ScholarGoogle ScholarCross RefCross Ref
  5. Abdullahi D. Ahmed and Rui Huo. 2019. Impacts of China's crash on Asia-Pacific financial integration: Volatility interdependence, information transmission and market co-movement. Economic Modelling 79 (Jun. 2019), 28-46. https://doi.org/10.1016/j.econmod.2018.09.029Google ScholarGoogle ScholarCross RefCross Ref
  6. Frank S.T Hsiao, Mei-chu W Hsiao and Akio Yamashita. 2003. The impact of the US economy on the Asia-Pacific region: does it matter? Journal of Asian Economics 14, 2 (April 2003), 219-241. https://doi.org/10.1016/S1049-0078(03)00018-6Google ScholarGoogle ScholarCross RefCross Ref
  7. Joshua Seungwook Bahng and Seung-myo Shin. 2003. Do stock price indices respond asymmetrically?: Evidence from China, Japan, and South Korea. Journal of Asian Economics 14, 4 (Aug. 2003), 541-563. https://doi.org/10.1016/S1049-0078(03)00094-0Google ScholarGoogle ScholarCross RefCross Ref
  8. Nancy Huyghebaert and Lihong Wang. 2010. The co-movement of stock markets in East Asia: Did the 1997–1998 Asian financial crisis really strengthen stock market integration? China Economic Review 21,1 (Mar. 2010), 98-112. https://doi.org/10.1016/j.chieco.2009.11.001Google ScholarGoogle ScholarCross RefCross Ref
  9. Francis X. Diebold and Kamil Yılmaz. 2014. On the network topology of variance decompositions: Measuring the connectedness of financial firms. Journal of Econometrics 182, 1 (Sept. 2014), 119-134. https://doi.org/10.1016/j.jeconom.2014.04.012Google ScholarGoogle ScholarCross RefCross Ref
  10. Antonakakis Nikolaos and Gabauer David. 2017. Refined measures of dynamic connectedness based on TVP-VAR, MPRA Paper No. 78282Google ScholarGoogle Scholar
  11. Haim Levy and Marshall Sarnat. 1970. International diversification of investment portfolios. The American Economic Review 60, 4 (Sept. 1970), 668-675.Google ScholarGoogle Scholar
  12. Tamir Agmon. 1972. The relations among equity markets: A study of share price co-movements in the United States, United Kingdom, Germany and Japan. The Journal of Finance 27, 4 (Sept. 1972), 839-855. https://doi.org/10.2307/2978672Google ScholarGoogle ScholarCross RefCross Ref
  13. Duncan M. Ripley. 1973. Systematic elements in the linkage of national stock market indices. The Review of Economics and Statistics 55, 3 (Aug. 1973), 356-361. https://doi.org/10.2307/1927959Google ScholarGoogle ScholarCross RefCross Ref
  14. Gerald P. Dwyer Jr. and R. W. Hafer. 1988. Are national stock markets linked? Review 70, 6 (Dec. 1988). https://doi.org/10.20955/r.70.3-14.xtkGoogle ScholarGoogle ScholarCross RefCross Ref
  15. Bala Arshanapalli and John Doukas. 1993. International stock market linkages: Evidence from the pre-and post-October 1987 period. Journal of Banking & Finance 17, 1, 193-208.Google ScholarGoogle Scholar
  16. Y. Angela Liu, Ming-Shiun Pan and Joseph C. P. Shieh. 1998. International transmission of stock price movements: Evidence from the US and five Asian-Pacific markets. Journal of Economics and Finance 22, 1 (Mar. 1998), 59-69. https://doi.org/10.1007/BF02823233Google ScholarGoogle ScholarCross RefCross Ref
  17. Abul M.M. Masih and Rumi Masih. 1999. Are Asian stock market fluctuations due mainly to intra-regional contagion effects? Evidence based on Asian emerging stock markets. Pacific-Basin Finance Journal 7, 3-4 (Aug. 1999), 251-282. https://doi.org/10.1016/S0927-538X(99)00013-XGoogle ScholarGoogle ScholarCross RefCross Ref
  18. Hsiao-Ching Sheng and Anthony H.Tu. 2000. A study of cointegration and variance decomposition among national equity indices before and during the period of the Asian financial crisis. Journal of Multinational Financial Management 10, 3-4 (Dec. 2000), 345-365. https://doi.org/10.1016/S1042-444X(00)00034-7Google ScholarGoogle ScholarCross RefCross Ref
  19. Ginanjar Dewandaru, Rumi Masih and A. Mansur M. Masih. 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 43 (May. 2016), 363-377. https://doi.org/10.1016/j.iref.2016.01.002Google ScholarGoogle ScholarCross RefCross Ref
  20. Salem Boubakri and Cyriac Guillaumin. 2015. Regional integration of the East Asian stock markets: An empirical assessment. Journal of International Money and Finance 57 (Oct. 2015), 136-160. https://doi.org/10.1016/j.jimonfin.2015.07.011Google ScholarGoogle ScholarCross RefCross Ref
  21. Larisa Yarovaya, Janusz Brzeszczyński and Chi Keung Marco Lau. 2016. Intra-and inter-regional return and volatility spillovers across emerging and developed markets: Evidence from stock indices and stock index futures. International Review of Financial Analysis 43 (Jan. 2016), 96-114. https://doi.org/10.1016/j.irfa.2015.09.004Google ScholarGoogle ScholarCross RefCross Ref
  22. Simon Neaime. 2016. Financial crises and contagion vulnerability of MENA stock markets. Emerging Markets Review 27 (Jun. 2016), 14-35.Google ScholarGoogle Scholar
  23. Abdur R. Chowdhury. 1994. Stock market interdependencies: evidence from the Asian NIEs. Journal of macroeconomics16, 4 (Fall 1994), 629-651. https://doi.org/10.1016/j.ememar.2016.03.002Google ScholarGoogle ScholarCross RefCross Ref
  24. Abul M. M. Masih and Rumi Masih. 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 37, 4 (1997), 859-885. https://doi.org/10.1016/S1062-9769(97)90008-9Google ScholarGoogle ScholarCross RefCross Ref
  25. Joseph Friedman & Yochanan Shachmurove. 1997. Co-movements of major European community stock markets: A vector autoregression analysis. Global finance journal 8, 2 (1997), 257-277.Google ScholarGoogle Scholar
  26. Frank Westermann. 2004. Does the Euro affect the dynamic interactions of stock markets in Europe? Evidence from France, Germany and Italy. The European Journal of Finance 10, 2 (May. 2010), 139-148. https://doi.org/10.1080/1351847032000143378Google ScholarGoogle ScholarCross RefCross Ref
  27. Elna Pretorius. 2002. Economic determinants of emerging stock market interdependence. Emerging Markets Review 3, 1 (Mar. 2002), 84-105. https://doi.org/10.1016/S1566-0141(01)00032-2Google ScholarGoogle ScholarCross RefCross Ref
  28. Yonghong Jiang, He Nie and Joe Yohanes Monginsidi. 2017. Co-movement of ASEAN stock markets: New evidence from wavelet and VMD-based copula tests. Economic Modelling 64 (Aug. 2017), 384-398. https://doi.org/10.1016/j.econmod.2017.04.012Google ScholarGoogle ScholarCross RefCross Ref
  29. Robert F. Engle and C. W. J. Granger. 1987. Co-integration and error correction: representation, estimation, and testing. Econometrica: journal of the Econometric Society 55, 2 (Mar. 1987), 251-276. https://doi.org/10.2307/1913236Google ScholarGoogle ScholarCross RefCross Ref
  30. SørenJohansen. 1988. Statistical analysis of cointegration vectors. Journal of economic dynamics and control 12, 2-3 (Jun. – Sept. 1988), 231-254. https://doi.org/10.1016/0165-1889(88)90041-3Google ScholarGoogle ScholarCross RefCross Ref
  31. A. G. Malliaris and Jorge L. Urrutia. 1992. The international crash of October 1987: causality tests. Journal of financial and quantitative Analysis 27, 3 (Sept. 1992), 353-364. https://doi.org/10.2307/2331324Google ScholarGoogle ScholarCross RefCross Ref
  32. W. N. W. Azman-Saini, M. Azali, M. S. Habibullah and K. G. Matthews. 2002. Financial integration and the ASEAN-5 equity markets. Applied Economics 34 ,18 (Oct. 2010), 2283-2288. https://doi.org/10.1080/00036840210139364Google ScholarGoogle ScholarCross RefCross Ref
  33. Geesun Lee and Jinho Jeong. 2016. An investigation of global and regional integration of ASEAN economic community stock market: dynamic risk decomposition approach. Emerging Markets Finance and Trade 52, 9 (Aug. 2016), 2069-2086. https://doi.org/10.1080/1540496X.2016.1156528Google ScholarGoogle ScholarCross RefCross Ref
  34. Ma. Belinda S. Mandigma. 2014. Stock market linkages among the ASEAN 5+ 3 countries and US: further evidence. Management and Administrative Sciences Review 3, 1 (Jan. 2014), 53-68.Google ScholarGoogle Scholar
  35. Suk Joong Kim, Fariborz Moshirian and Eliza Wu. 2005. Dynamic stock market integration driven by the European Monetary Union: An empirical analysis. Journal of Banking & Finance 29, 10 (Oct. 2005), 2475-2502. https://doi.org/10.1016/j.jbankfin.2004.09.002Google ScholarGoogle ScholarCross RefCross Ref
  36. Chien-Hsiu Lin. 2012.The comovement between exchange rates and stock prices in the Asian emerging markets. International Review of Economics and Finance 22, 161–172. https://doi.org/10.1016/j.iref.2011.09.006Google ScholarGoogle ScholarCross RefCross Ref
  37. Hong-Ghi Min and Young-Soon Hwang. 2012. Dynamic correlation analysis of US financial crisis and contagion: evidence from four OECD countries. Applied Financial Economics 22, 24 (Apr. 2012), 2063–2074. https://doi.org/10.1080/09603107.2012.698161Google ScholarGoogle ScholarCross RefCross Ref
  38. Wasim Ahmad, Sanjay Sehgal and N. R. Bhanumurthy. 2013. Eurozone crisis and BRIICKS stock markets: Contagion or market interdependence? Economic Modelling 33, C, 209-225. https://doi.org/10.1016/j.econmod.2013.04.009Google ScholarGoogle ScholarCross RefCross Ref
  39. Michael Graham and Jussi Nikkinen. 2011. Co-movement of the Finnish and international stock markets: a wavelet analysis. European Journal of Finance 17, 5-6 (Mar. 2011), 409–425. https://doi.org/10.1080/1351847X.2010.543839Google ScholarGoogle ScholarCross RefCross Ref
  40. Michael Graham, Jarno Kiviaho and Jussi Nikkinen. 2012. Integration of 22 emerging stock markets: a three-dimensional analysis. Global Finance Journal 23, 1 (2012), 34–47. https://doi.org/10.1016/j.gfj.2012.01.003Google ScholarGoogle ScholarCross RefCross Ref
  41. David Gabauer and Rangan Gupta. 2018. On the transmission mechanism of country-specific and international economic uncertainty spillovers: evidence from a TVP-VAR connectedness decomposition approach. Economics Letters 171 (Oct. 2018), 63-71. https://doi.org/10.1016/j.econlet.2018.07.007Google ScholarGoogle ScholarCross RefCross Ref
  42. Nikolaos Antonakakis, David Gabauer, Rangan Gupta and Vasilios Plakandaras. 2018. Dynamic connectedness of uncertainty across developed economies: A time-varying approach. Economics Letters 166 (Mar 2018), 63-75. https://doi.org/10.1016/j.econlet.2018.02.011Google ScholarGoogle ScholarCross RefCross Ref
  43. HaiYue Liu, Aqsa Manzoor, CangYu Wang, Lei Zhang and Zaira Manzoor. 2020. The COVID-19 outbreak and affected countries stock markets response. International Journal of Environmental Research and Public Health 17, 8 (Apr. 2020), 2800. https://doi.org/10.3390/ijerph17082800Google ScholarGoogle ScholarCross RefCross Ref
  44. Jędrzej Białkowski, Katrin Gottschalk and Tomasz Piotr Wisniewski. 2008. Stock market volatility around national elections. Journal of Banking & Finance 32, 9 (Sept. 2008), 1941-1953. https://doi.org/10.1016/j.jbankfin.2007.12.021Google ScholarGoogle ScholarCross RefCross Ref
  45. Karamat Khan, Huawei Zhao, Han Zhang, Huilin Yang, Muhammad Haroon Shan, Atif Jahanger. 2020. The impact of COVID-19 pandemic on stock markets: An empirical analysis of world major stock indices. The Journal of Asian Finance, Economics, and Business 7, 7 (Jul. 2020), 463-474. https://doi.org/10.13106/jafeb.2020.vol7.no7.463Google ScholarGoogle ScholarCross RefCross Ref
  46. Qiyu Wang and Terence Tai-Leung Chong. 2018. Co-integrated or not? After the Shanghai–Hong Kong and Shenzhen–Hong Kong stock connection schemes. Economics Letters 163 (Feb. 2018), 167-171. https://doi.org/10.1016/j.econlet.2017.12.009Google ScholarGoogle ScholarCross RefCross Ref

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  • Published in

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    ICEME '21: Proceedings of the 2021 12th International Conference on E-business, Management and Economics
    July 2021
    882 pages
    ISBN:9781450390064
    DOI:10.1145/3481127

    Copyright © 2021 ACM

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    • Published: 2 December 2021

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