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Linkages between emerging and developed equity markets: Empirical evidence in the PMG framework

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  • Sabri Boubaker

    (Groupe ESC Troyes en Champagne, IRG - Institut de Recherche en Gestion - UPEM - Université Paris-Est Marne-la-Vallée - UPEC UP12 - Université Paris-Est Créteil Val-de-Marne - Paris 12)

  • Jamel Jouini

Abstract

This paper empirically investigates the international equity market causal links between Central and South-Eastern Europe, on the one hand, and developed countries (Western Europe and the United States), on the other hand, over the monthly sample period spanning from October 2000 to September 2012. Unlike previous studies, we use the pooled mean group (PMG) approach of Pesaran et al. (1999), which is suitable to estimate dynamic heterogeneous panels to draw reliable conclusions. After cointegration is found between the stock markets of interest, the PMG estimates show evidence of each market's sensitivity to the fluctuations of the other markets over both the short- and long-run, supporting the feedback hypothesis. The impact of developed markets on emerging markets is more important than that of emerging markets on developed markets and the bidirectional impact is higher between emerging and Western European markets than between these emerging markets and the United States. These conclusions are robust to an alternative specification, which supports the view that the stock markets are closely interlinked. The findings are of great interest and have important implications for policy makers, investors, and practitioners.

Suggested Citation

  • Sabri Boubaker & Jamel Jouini, 2014. "Linkages between emerging and developed equity markets: Empirical evidence in the PMG framework," Post-Print hal-01158111, HAL.
  • Handle: RePEc:hal:journl:hal-01158111
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    Cited by:

    1. Naeem, Muhammad Abubakr & Karim, Sitara & Tiwari, Aviral Kumar, 2022. "Quantifying systemic risk in US industries using neural network quantile regression," Research in International Business and Finance, Elsevier, vol. 61(C).
    2. Baumöhl, Eduard & Shahzad, Syed Jawad Hussain, 2019. "Quantile coherency networks of international stock markets," Finance Research Letters, Elsevier, vol. 31(C), pages 119-129.
    3. Imtiaz Arif, Ather Iqbal, Syed Farasat Ali, Amna Sohail, 2017. "International Stock Market Diversification among BRICS-P: A Cointegration Analysis," Journal of Management Sciences, Geist Science, Iqra University, Faculty of Business Administration, vol. 4(2), pages 269-285, October.
    4. 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).
    5. Shahzad, Syed Jawad Hussain & Ahmed, Tanveer & Rehman, Mobeen Ur & Zakaria, Muhammad, 2014. "Relationship between Developed, Emerging and South Asian Equity Markets: Empirical Evidence with a Multivariate Framework Analysis," MPRA Paper 60398, University Library of Munich, Germany.
    6. Vuong, Giang Thi Huong & Nguyen, Manh Huu & Huynh, Anh Ngoc Quang, 2022. "Volatility spillovers from the Chinese stock market to the U.S. stock market: The role of the COVID-19 pandemic," The Journal of Economic Asymmetries, Elsevier, vol. 26(C).
    7. Mosab I. Tabash & Umaid A. Sheikh & Ali Matar & Adel Ahmed & Dang Khoa Tran, 2022. "Do Financial Crises Matter for Nonlinear Exchange Rate and Stock Market Cointegration? A Heterogeneous Nonlinear Panel Data Model with PMG Approach," IJFS, MDPI, vol. 11(1), pages 1-22, December.
    8. Mekki Hamdaoui & SaifEddine Ayouni & Samir Maktouf, 2022. "Financial crises: explanation, prediction, and interdependence," SN Business & Economics, Springer, vol. 2(8), pages 1-52, August.
    9. Caston Sigauke & Rosinah Mukhodobwane & Wilbert Chagwiza & Winston Garira, 2022. "Asymptotic Dependence Modelling of the BRICS Stock Markets," IJFS, MDPI, vol. 10(3), pages 1-32, July.
    10. Shahzad, Syed Jawad Hussain & Zakaria, Muhammad & Rehman, Mobeen ur & Ahmed, Tanveer & Khalid, Saniya, 2014. "Co-Movement of Pakistan Stock Exchange with India, S&P 500 and Nikkei 225: A Time-frequency (Wavelets) Analysis," MPRA Paper 60579, University Library of Munich, Germany.
    11. Yi-Chang Chen & Hung-Che Wu & Yuanyuan Zhang & Shih-Ming Kuo, 2021. "A Transmission of Beta Herding during Subprime Crisis in Taiwan’s Market: DCC-MIDAS Approach," IJFS, MDPI, vol. 9(4), pages 1-16, December.
    12. 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.
    13. Mensi, Walid & Alomari, Mohammad & Vo, Xuan Vinh & Kang, Sang Hoon, 2023. "Extreme quantile spillovers and connectedness between oil and Chinese sector markets: A portfolio hedging analysis," The Journal of Economic Asymmetries, Elsevier, vol. 28(C).
    14. Bhuiyan, Rubaiyat Ahsan & Rahman, Maya Puspa & Saiti, Buerhan & Ghani, Gairuzazmi Bin Mat, 2019. "Does the Malaysian Sovereign sukuk market offer portfolio diversification opportunities for global fixed-income investors? Evidence from wavelet coherence and multivariate-GARCH analyses," The North American Journal of Economics and Finance, Elsevier, vol. 47(C), pages 675-687.
    15. Yousfi, Mohamed & Farhani, Ramzi & Bouzgarrou, Houssam, 2024. "From the pandemic to the Russia–Ukraine crisis: Dynamic behavior of connectedness between financial markets and implications for portfolio management," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 1178-1197.
    16. Azimova, Tarana, 2022. "Modelling volatility transmission in regional Asian stock markets," The Journal of Economic Asymmetries, Elsevier, vol. 26(C).
    17. Asongu, Simplice & El Montasser, Ghassen & Toumi, Hassen, 2015. "Testing the Relationships between Energy Consumption, CO2 emissions and Economic Growth in 24 African Countries: a Panel ARDL Approach," MPRA Paper 69442, University Library of Munich, Germany.
    18. Domingo Rodríguez Benavides & César Gurrola Ríos & Francisco López Herrera, 2021. "Dependencia de los mercados de valores de Argentina, Brasil y México respecto del estadounidense: Covid19 y otras crisis financieras recientes," Remef - Revista Mexicana de Economía y Finanzas Nueva Época REMEF (The Mexican Journal of Economics and Finance), Instituto Mexicano de Ejecutivos de Finanzas, IMEF, vol. 16(3), pages 1-18, Julio - S.
    19. Ali, Shoaib & Zhang, Ting & Yousaf, Imran, 2025. "Interlinkage between lending and borrowing tokens and US equity sector: Implications for social finance," Research in International Business and Finance, Elsevier, vol. 73(PA).
    20. Pandey, Dharen Kumar & Assaf, Rima & Rai, Varun Kumar, 2023. "Did the Indian stock market sail the Russia-Ukraine storm safely?," The Journal of Economic Asymmetries, Elsevier, vol. 28(C).
    21. Toan Luu Duc Huynh, 2023. "When Elon Musk Changes his Tone, Does Bitcoin Adjust Its Tune?," Computational Economics, Springer;Society for Computational Economics, vol. 62(2), pages 639-661, August.
    22. 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.
    23. Beini Guo & Oyakhilome Ibhagui, 2019. "China–Africa stock market linkages and the global financial crisis," Journal of Asset Management, Palgrave Macmillan, vol. 20(4), pages 301-316, July.

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    Keywords

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    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • F3 - International Economics - - International Finance
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates

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