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Navigating APEC Countries: TVP-VAR Insights into Developed and Emerging Stock Markets

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  • Parminder Kaur Bajaj

  • Shubham Kakran

  • Rupinder Katoch

Abstract

The interdependence of stock markets provides important discernment into the behavior of the larger international financial markets. This study investigates magnitude and directional volatility spillover patterns among developed and emerging countries within the APEC bloc, utilizing the TVP-VAR model. The findings indicate that Russia (15.06%), Vietnam11.64%), and Thailand (11.57%) are identified as major transmitters, and Malaysia (-28.95%), Philippines (-9.28%), China (-9.53%) are major receptor of the volatility spillovers in APEC emerging countries. In APEC-developed countries, the United States (56.85%) and Canada (42.6%) are major transmitters, and Japan (-34.02%) and Australia (-53.54%) are identified as a major receptor of the spillover. Moreover, COVID-19 was the most significant crisis, with the highest volatility spillover identified in the APEC bloc's developed and emerging economies. The discoveries have substantial ramifications, offering valuable insights into optimal investment strategies by identifying patterns, magnitudes, and directions of economic volatility shocks.

Suggested Citation

  • Parminder Kaur Bajaj & Shubham Kakran & Rupinder Katoch, 2023. "Navigating APEC Countries: TVP-VAR Insights into Developed and Emerging Stock Markets," International Journal of Accounting, Business and Finance, Indian Accounting Association, Patna Branch, vol. 2(2), pages 63-89.
  • Handle: RePEc:dbs:ijabfi:v:2:y:2023:i:2:p:63-89:id:120
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    References listed on IDEAS

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    1. Paul Luk & Michael Cheng & Philip Ng & Ken Wong, 2020. "Economic policy uncertainty spillovers in small open economies: The case of Hong Kong," Pacific Economic Review, Wiley Blackwell, vol. 25(1), pages 21-46, February.
    2. Inderjit Kaur & Nirvikar Singh, 2014. "Financial Integration and Financial Development in East Asia," Millennial Asia, , vol. 5(1), pages 1-22, April.
    3. P. K. Mishra & S. K. Mishra, 2020. "Corona Pandemic and Stock Market Behaviour: Empirical Insights from Selected Asian Countries," Millennial Asia, , vol. 11(3), pages 341-365, December.
    4. Guosong Wu & Boxian Yang & Ningru Zhao, 2020. "Herding Behavior in Chinese Stock Markets during COVID-19," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(15), pages 3578-3587, December.
    5. Zhang, Dayong & Hu, Min & Ji, Qiang, 2020. "Financial markets under the global pandemic of COVID-19," Finance Research Letters, Elsevier, vol. 36(C).
    6. Mori Kogid & Jaratin Lily & Rozilee Asid & James M. Alin & Dullah Mulok, 2022. "Volatility spillover and dynamic co-movement of foreign direct investment between Malaysia and China and developed countries," Quality & Quantity: International Journal of Methodology, Springer, vol. 56(1), pages 131-148, February.
    7. Burton G. Malkiel, 2003. "The Efficient Market Hypothesis and Its Critics," Working Papers 111, Princeton University, Department of Economics, Center for Economic Policy Studies..
    8. Burton G. Malkiel, 2003. "The Efficient Market Hypothesis and Its Critics," Journal of Economic Perspectives, American Economic Association, vol. 17(1), pages 59-82, Winter.
    9. Haddad, Hedi Ben & Mezghani, Imed & Al Dohaiman, Mohammed, 2020. "Common shocks, common transmission mechanisms and time-varying connectedness among Dow Jones Islamic stock market indices and global risk factors," Economic Systems, Elsevier, vol. 44(2).
    10. Liow, Kim Hiang, 2015. "Volatility spillover dynamics and relationship across G7 financial markets," The North American Journal of Economics and Finance, Elsevier, vol. 33(C), pages 328-365.
    11. Yanan Li & David E. Giles, 2015. "Modelling Volatility Spillover Effects Between Developed Stock Markets and Asian Emerging Stock Markets," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 20(2), pages 155-177, March.
    12. Kakran, Shubham & Kumari, Vineeta & Bajaj, Parminder Kaur & Sidhu, Arpit, 2024. "Exploring crisis-driven return spillovers in APEC stock markets: A frequency dynamics analysis," The Journal of Economic Asymmetries, Elsevier, vol. 29(C).
    13. Lee, Hsien-Yi & Wu, Hsing-Chi & Wang, Yung-Jang, 2007. "Contagion effect in financial markets after the South-East Asia Tsunami," Research in International Business and Finance, Elsevier, vol. 21(2), pages 281-296, June.
    14. repec:pri:cepsud:91malkiel is not listed on IDEAS
    15. Vermeulen, Robert, 2013. "International diversification during the financial crisis: A blessing for equity investors?," Journal of International Money and Finance, Elsevier, vol. 35(C), pages 104-123.
    16. Burton G. Malkiel, 2003. "The Efficient Market Hypothesis and Its Critics," Working Papers 111, Princeton University, Department of Economics, Center for Economic Policy Studies..
    17. Jozef Baruník & Tomáš Křehlík, 2018. "Measuring the Frequency Dynamics of Financial Connectedness and Systemic Risk," Journal of Financial Econometrics, Oxford University Press, vol. 16(2), pages 271-296.
    18. Mensi, Walid & Naeem, Muhammad Abubakr & Vo, Xuan Vinh & Kang, Sang Hoon, 2022. "Dynamic and frequency spillovers between green bonds, oil and G7 stock markets: Implications for risk management," Economic Analysis and Policy, Elsevier, vol. 73(C), pages 331-344.
    19. Koop, Gary & Pesaran, M. Hashem & Potter, Simon M., 1996. "Impulse response analysis in nonlinear multivariate models," Journal of Econometrics, Elsevier, vol. 74(1), pages 119-147, September.
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