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Revisit the impact of exchange rate on stock market returns during the pandemic period

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  • Chang, Hao-Wen
  • Chang, Tsangyao
  • Wang, Mei-Chih

Abstract

This study revisits the Grange causality between the Taiwan stock exchange weighted index and new Taiwan dollars by exploiting a novel approach, cross-quantilogram from January 30, 2020 – December 30, 2022 (a total of 722 days). Our findings show that the negative granger causality relationship from the new Taiwan dollars to the Taiwan stock market is obtained, and the persistence of this phenomena only for one day. This evidence not only supports the flow-oriented hypothesis, but also provides investors, practitioners, and government with important implications.

Suggested Citation

  • Chang, Hao-Wen & Chang, Tsangyao & Wang, Mei-Chih, 2024. "Revisit the impact of exchange rate on stock market returns during the pandemic period," The North American Journal of Economics and Finance, Elsevier, vol. 70(C).
    • Handle: RePEc:eee:ecofin:v:70:y:2024:i:c:s1062940823001912
    DOI: 10.1016/j.najef.2023.102068
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    1. Shahzad, Syed Jawad Hussain & Naifar, Nader & Hammoudeh, Shawkat & Roubaud, David, 2017. "Directional predictability from oil market uncertainty to sovereign credit spreads of oil-exporting countries: Evidence from rolling windows and crossquantilogram analysis," Energy Economics, Elsevier, vol. 68(C), pages 327-339.
    2. Donald Lien & Pi-Hsia Hung, 2023. "Whose trades contribute more to price discovery? Evidence from the Taiwan stock exchange," Review of Quantitative Finance and Accounting, Springer, vol. 61(1), pages 213-263, July.
    3. Topcu, Mert & Gulal, Omer Serkan, 2020. "The impact of COVID-19 on emerging stock markets," Finance Research Letters, Elsevier, vol. 36(C).
    4. Chang, Yuanchen, 2002. "The pricing of foreign exchange risk around the Asian financial crisis: evidence from Taiwan's stock market," Journal of Multinational Financial Management, Elsevier, vol. 12(3), pages 223-238, July.
    5. Han, Heejoon & Linton, Oliver & Oka, Tatsushi & Whang, Yoon-Jae, 2016. "The cross-quantilogram: Measuring quantile dependence and testing directional predictability between time series," Journal of Econometrics, Elsevier, vol. 193(1), pages 251-270.
    6. Linh Pham, 2021. "How Integrated are Regional Green Equity Markets? Evidence from a Cross-Quantilogram Approach," JRFM, MDPI, vol. 14(1), pages 1-58, January.
    7. Yu, Xiaoling & Xiao, Kaitian & Liu, Junping, 2022. "Dynamic co-movements of COVID-19 pandemic anxieties and stock market returns," Finance Research Letters, Elsevier, vol. 46(PA).
    8. Zhang, Jinhua & Mao, Rui & Wang, Jieyu & Xing, Mengying, 2021. "The way back home: Trading behaviours of foreign institutional investors in China amid the COVID-19 pandemic," Pacific-Basin Finance Journal, Elsevier, vol. 68(C).
    9. Muhammad Arif & Muhammad Abubakr Naeem & Mudassar Hasan & Suha M Alawi & Farhad Taghizadeh-Hesary, 2022. "Pandemic crisis versus global financial crisis: Are Islamic stocks a safe-haven for G7 markets?," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 35(1), pages 1707-1733, December.
    10. Al-Awadhi, Abdullah M. & Alsaifi, Khaled & Al-Awadhi, Ahmad & Alhammadi, Salah, 2020. "Death and contagious infectious diseases: Impact of the COVID-19 virus on stock market returns," Journal of Behavioral and Experimental Finance, Elsevier, vol. 27(C).
    11. Yener, Coskun & Akinsomi, Omokolade & Gil-Alana, Luis A. & Yaya, OlaOluwa S, 2023. "Stock Market Responses to COVID-19: The Behaviors of Mean Reversion, Dependence and Persistence," MPRA Paper 117002, University Library of Munich, Germany.
    12. Pham, Linh, 2021. "Frequency connectedness and cross-quantile dependence between green bond and green equity markets," Energy Economics, Elsevier, vol. 98(C).
    13. Sun, Yunpeng & Bao, Qun & Lu, Zhou, 2021. "Coronavirus (Covid-19) outbreak, investor sentiment, and medical portfolio: Evidence from China, Hong Kong, Korea, Japan, and U.S," Pacific-Basin Finance Journal, Elsevier, vol. 65(C).
    14. Alok Kumar Mishra & Badri Narayan Rath & Aruna Kumar Dash, 2020. "Does the Indian Financial Market Nosedive because of the COVID-19 Outbreak, in Comparison to after Demonetisation and the GST?," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2162-2180, August.
    15. Dornbusch, Rudiger & Fischer, Stanley, 1980. "Exchange Rates and the Current Account," American Economic Review, American Economic Association, vol. 70(5), pages 960-971, December.
    16. Lindman, Sebastian & Tuvhag, Tom & Jayasekera, Ranadeva & Uddin, Gazi Salah & Troster, Victor, 2020. "Market Impact on financial market integration: Cross-quantilogram analysis of the global impact of the euro," Journal of Empirical Finance, Elsevier, vol. 56(C), pages 42-73.
    17. Nusair, Salah A. & Olson, Dennis, 2022. "Dynamic relationship between exchange rates and stock prices for the G7 countries: A nonlinear ARDL approach," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 78(C).
    18. Cho, Dooyeon & Han, Heejoon, 2021. "The tail behavior of safe haven currencies: A cross-quantilogram analysis," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 70(C).
    19. Diebold, Francis X. & Yilmaz, Kamil, 2012. "Better to give than to receive: Predictive directional measurement of volatility spillovers," International Journal of Forecasting, Elsevier, vol. 28(1), pages 57-66.
    20. Fry-McKibbin, Renée & Greenwood-Nimmo, Matthew & Hsiao, Cody Yu-Ling & Qi, Lin, 2022. "Higher-order comoment contagion among G20 equity markets during the COVID-19 pandemic," Finance Research Letters, Elsevier, vol. 45(C).
    21. Karim, Sitara & Naeem, Muhammad Abubakr & Shafiullah, Muhammad & Lucey, Brian M. & Ashraf, Sania, 2023. "Asymmetric relationship between climate policy uncertainty and energy metals: Evidence from cross-quantilogram," Finance Research Letters, Elsevier, vol. 54(C).
    22. Sima Siami-Namini, 2017. "Granger Causality Between Exchange Rate and Stock Price: A Toda Yamamoto Approach," International Journal of Economics and Financial Issues, Econjournals, vol. 7(4), pages 603-607.
    23. Baumöhl, Eduard & Lyócsa, Štefan, 2017. "Directional predictability from stock market sector indices to gold: A cross-quantilogram analysis," Finance Research Letters, Elsevier, vol. 23(C), pages 152-164.
    24. Yau, Hwey-Yun & Nieh, Chien-Chung, 2006. "Interrelationships among stock prices of Taiwan and Japan and NTD/Yen exchange rate," Journal of Asian Economics, Elsevier, vol. 17(3), pages 535-552, June.
    25. Peterson Owusu Junior & Ngo Thai Hung, 2023. "Asymmetric information flow to G7 and Nordic equities markets during COVID-19 pandemic," Journal of Risk Finance, Emerald Group Publishing Limited, vol. 24(4), pages 393-423, May.
    26. Hung, Ngo Thai & Vo, Xuan Vinh, 2021. "Directional spillover effects and time-frequency nexus between oil, gold and stock markets: Evidence from pre and during COVID-19 outbreak," International Review of Financial Analysis, Elsevier, vol. 76(C).
    27. Richards, Anthony, 2005. "Big Fish in Small Ponds: The Trading Behavior and Price Impact of Foreign Investors in Asian Emerging Equity Markets," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 40(1), pages 1-27, March.
    28. Raggad, Bechir, 2023. "Can implied volatility predict returns on oil market? Evidence from Cross-Quantilogram Approach," Resources Policy, Elsevier, vol. 80(C).
    29. Benlagha, Noureddine & Omari, Salaheddine El, 2022. "Connectedness of stock markets with gold and oil: New evidence from COVID-19 pandemic," Finance Research Letters, Elsevier, vol. 46(PB).
    30. Todorova, Neda, 2017. "The intraday directional predictability of large Australian stocks: A cross-quantilogram analysis," Economic Modelling, Elsevier, vol. 64(C), pages 221-230.
    31. Deng, Baijun & Li, Zhongfei & Li, Yong, 2018. "Foreign institutional ownership and liquidity commonality around the world," Journal of Corporate Finance, Elsevier, vol. 51(C), pages 20-49.
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