IDEAS home Printed from https://ideas.repec.org/a/eee/riibaf/v73y2025ipas0275531924003969.html
   My bibliography  Save this article

Information flow between stock returns of advanced markets and emerging African economies

Author

Listed:
  • Atipaga, Umar-Farouk
  • Alagidede, Imhotep
  • Tweneboah, George

Abstract

This article used transfer entropy techniques to examine information flows of daily stock market returns between advanced markets and emerging African economies. We modelled the information transfers across different periods of global shocks – the Federal Reserve Bank normalisation post the Global Financial Crisis, oil price shocks, BREXIT, the U.S.-China trade war, and COVID-19. Information interactions from advanced to African markets were moderate, occasionally mixed, and insignificant, leaving room for portfolio diversification. We also discovered some progress regarding the integration process between the developed and African markets on the back of noticeable information exchanges. Our findings from the information exchanges indicate that the stock markets of South Africa, Egypt, Nigeria, and Kenya have led the integration process ahead of their peers. To robust-check our results, we employed the wavelet multiple correlation (WMC) technique by modelling the multi-structure relationship among all the stock markets and confirmed the fast integration between the South African stock market and the developed markets. Our WMC results also revealed that portfolio diversification opportunities are feasible in the short term. The results present important implications for optimal risk management strategies and policy measures to anchor markets to withstand shocks.

Suggested Citation

  • Atipaga, Umar-Farouk & Alagidede, Imhotep & Tweneboah, George, 2025. "Information flow between stock returns of advanced markets and emerging African economies," Research in International Business and Finance, Elsevier, vol. 73(PA).
  • Handle: RePEc:eee:riibaf:v:73:y:2025:i:pa:s0275531924003969
    DOI: 10.1016/j.ribaf.2024.102603
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0275531924003969
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ribaf.2024.102603?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Lahmiri, Salim & Bekiros, Stelios, 2020. "Nonlinear analysis of Casablanca Stock Exchange, Dow Jones and S&P500 industrial sectors with a comparison," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 539(C).
    2. Izunna Anyikwa & Pierre Le Roux, 2020. "Integration of African Stock Markets with the Developed Stock Markets: An Analysis of Co-Movements, Volatility and Contagion," International Economic Journal, Taylor & Francis Journals, vol. 34(2), pages 279-296, April.
    3. Raddant, Matthias & Kenett, Dror Y., 2021. "Interconnectedness in the global financial market," Journal of International Money and Finance, Elsevier, vol. 110(C).
    4. Rehman, Mobeen Ur & Ahmad, Nasir & Shahzad, Syed Jawad Hussain & Vo, Xuan Vinh, 2022. "Dependence dynamics of stock markets during COVID-19," Emerging Markets Review, Elsevier, vol. 51(PB).
    5. Finta, Marinela Adriana & Aboura, Sofiane, 2020. "Risk premium spillovers among stock markets: Evidence from higher-order moments," Journal of Financial Markets, Elsevier, vol. 49(C).
    6. Samuel Kwaku Agyei & Anokye Mohammed Adam & Ahmed Bossman & Oliver Asiamah & Peterson Owusu Junior & Roberta Asafo-Adjei & Emmanuel Asafo-Adjei, 2022. "Does volatility in cryptocurrencies drive the interconnectedness between the cryptocurrencies market? Insights from wavelets," Cogent Economics & Finance, Taylor & Francis Journals, vol. 10(1), pages 2061682-206, December.
    7. Toan Luu Duc Huynh & Muhammad Shahbaz & Muhammad Ali Nasir & Subhan Ullah, 2024. "Correction to: Financial modelling, risk management of energy instruments and the role of cryptocurrencies," Annals of Operations Research, Springer, vol. 332(1), pages 1273-1273, January.
    8. Sensoy, Ahmet & Sobaci, Cihat & Sensoy, Sadri & Alali, Fatih, 2014. "Effective transfer entropy approach to information flow between exchange rates and stock markets," Chaos, Solitons & Fractals, Elsevier, vol. 68(C), pages 180-185.
    9. Kai Shi, 2021. "Spillovers of Stock Markets among the BRICS: New Evidence in Time and Frequency Domains before the Outbreak of COVID-19 Pandemic," JRFM, MDPI, vol. 14(3), pages 1-37, March.
    10. Wang, Jingjing & Wang, Xiaoyang, 2021. "COVID-19 and financial market efficiency: Evidence from an entropy-based analysis," Finance Research Letters, Elsevier, vol. 42(C).
    11. Akbari, Amir & Ng, Lilian & Solnik, Bruno, 2021. "Drivers of economic and financial integration: A machine learning approach," Journal of Empirical Finance, Elsevier, vol. 61(C), pages 82-102.
    12. Nekhili, Ramzi & Mensi, Walid & Vo, Xuan Vinh & Kang, Sang Hoon, 2024. "Dynamic spillover and connectedness in higher moments of European stock sector markets," Research in International Business and Finance, Elsevier, vol. 68(C).
    13. Mahesh Kumar Tambi, 2005. "A test of Integration between Emerging and Developed Nation’s Stock Markets," International Finance 0506004, University Library of Munich, Germany.
    14. Akbari, Amir & Ng, Lilian & Solnik, Bruno, 2020. "Emerging Markets Are Catching Up: Economic or Financial Integration? - CORRIGENDUM," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 55(7), pages 2429-2429, November.
    15. JEBABLI, Ikram & KOUAISSAH, Noureddine & AROURI, Mohamed, 2022. "Volatility Spillovers between Stock and Energy Markets during Crises: A Comparative Assessment between the 2008 Global Financial Crisis and the Covid-19 Pandemic Crisis," Finance Research Letters, Elsevier, vol. 46(PA).
    16. Subhamitra Patra & Gourishankar S. Hiremath, 2022. "An Entropy Approach to Measure the Dynamic Stock Market Efficiency," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 20(2), pages 337-377, June.
    17. Akbari, Amir & Ng, Lilian & Solnik, Bruno, 2020. "Emerging Markets Are Catching Up: Economic or Financial Integration?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 55(7), pages 2270-2303, November.
    18. Prince Mensah Osei & Anokye M. Adam, 2020. "Quantifying the Information Flow between Ghana Stock Market Index and Its Constituents Using Transfer Entropy," Mathematical Problems in Engineering, Hindawi, vol. 2020, pages 1-10, August.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Donadelli, M. & Gufler, I. & Paradiso, A., 2024. "Financial market integration: A complex and controversial journey," International Review of Financial Analysis, Elsevier, vol. 92(C).
    2. Lorne N. Switzer & Mashal Dhamani, 2025. "Inflation differentials and the diversification benefits of small cap equities in emerging markets for US investors," Annals of Operations Research, Springer, vol. 346(1), pages 585-622, March.
    3. Michael Donadelli & Ivan Gufler, 2024. "Economic and financial integration, capital controls, and risk sharing," Economica, London School of Economics and Political Science, vol. 91(364), pages 1482-1520, October.
    4. Jin Chen & Yue Chen & Wei Zhou, 2024. "Relation exploration between clean and fossil energy markets when experiencing climate change uncertainties: substitutes or complements?," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-17, December.
    5. Pei Yuan & Mingzhen Shao & Chao Ma, 2024. "Unlocking Economic Unity: The Digital Economy’s Impact on Market Segmentation in China," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 16700-16734, December.
    6. Thobekile Qabhobho & Anokye M. Adam & Anthony Adu-Asare Idun & Emmanuel Asafo-Adjei & Ebenezer Boateng, 2023. "Exploring the Time-varying Connectedness and Contagion Effects among Exchange Rates of BRICS, Energy Commodities, and Volatilities," International Journal of Energy Economics and Policy, Econjournals, vol. 13(2), pages 272-283, March.
    7. Hazar Altinbas, 2020. "Examining Time-Varying Integrity And Interrelationships Among Global Stock Markets," International Journal of Economic Sciences, International Institute of Social and Economic Sciences, vol. 9(1), pages 1-24, June.
    8. Purkayastha, Anish & Karna, Amit & Sharma, Sunil & Bhadra, Dhiman, 2024. "Role of resource investment management and strategic resource deployment capabilities in internationalization-performance relationship," Journal of International Management, Elsevier, vol. 30(2).
    9. Bekaert, Geert & De Santis, Roberto A., 2021. "Risk and return in international corporate bond markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 72(C).
    10. Gupta, Rakesh & Haddad, Sama & Selvanathan, E.A., 2024. "Global power and Stock market co-movements: A study of G20 markets," Global Finance Journal, Elsevier, vol. 62(C).
    11. Qin, Weiping & Cho, Sungjun & Hyde, Stuart, 2022. "Measuring market integration during crisis periods," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 78(C).
    12. Shoka Hayaki, 2020. "Bilateral Integration Measures and Risk Attitudes in Large Stock Markets," Discussion Paper Series DP2020-32, Research Institute for Economics & Business Administration, Kobe University.
    13. Tihana Škrinjarić, 2022. "Higher Moments Actually Matter: Spillover Approach for Case of CESEE Stock Markets," Mathematics, MDPI, vol. 10(24), pages 1-34, December.
    14. Dumas, Bernard & Gabuniya, Tymur & Marston, Richard C., 2022. "Firms’ exposures to geographic risks," Journal of International Money and Finance, Elsevier, vol. 122(C).
    15. Wang, Yuhan & Xiao, Di, 2025. "Novel symbolic detection for flight-to-safety in Bitcoin and investigation of information flow dynamics alongside multiple markets," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 660(C).
    16. Michael Donadelli & Ivan Gufler, 2021. "Consumption smoothing, risk sharing and financial integration," The World Economy, Wiley Blackwell, vol. 44(1), pages 143-187, January.
    17. Roy, Archi & Soni, Anchal & Deb, Soudeep, 2023. "A wavelet-based methodology to compare the impact of pandemic versus Russia–Ukraine conflict on crude oil sector and its interconnectedness with other energy and non-energy markets," Energy Economics, Elsevier, vol. 124(C).
    18. Bossman, Ahmed & Agyei, Samuel Kwaku, 2022. "Interdependence structure of global commodity classes and African equity markets: A vector wavelet coherence analysis," Resources Policy, Elsevier, vol. 79(C).
    19. Akbari, Amir & Ng, Lilian & Solnik, Bruno, 2021. "Drivers of economic and financial integration: A machine learning approach," Journal of Empirical Finance, Elsevier, vol. 61(C), pages 82-102.
    20. Thobekile Qabhobho & Anokye M. Adam & Emmanuel Asafo-Adjei, 2023. "Do Local and International Shocks Matter in the Interconnectedness amid Exchange Rates and Energy Commodities? Insights into BRICS Economies," International Journal of Energy Economics and Policy, Econjournals, vol. 13(6), pages 666-678, November.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:riibaf:v:73:y:2025:i:pa:s0275531924003969. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/ribaf .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.