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Analysing Financial Market Integration between Stock and Precious Metals Indices

Author

Listed:
  • Ã ureo Manuel

    (Universidade Lusófona Lisboa, Portugal)

  • Rui Dias

    (Instituto Superior de Gestão, Business and Economics School - CIGEST, Lisbon, Portugal and ESCAD - Instituto Politécnico da Lusofonia, Lisbon, Portugal)

  • Rosa Galvão

    (Department of Accounting and Finance, School of Business and Administration, Instituto Politécnico de Setúbal, Setúbal, Portugal)

  • Miguel Varela

    (Instituto Superior de Gestão, Business and Economics School - CIGEST, Lisbon, Portugal)

Abstract

Given the global pandemic in 2020 and the Russian invasion of Ukraine in 2022, there is renewed interest in understanding the integration between the Dow Jones (United States), Amman SE General (Jordan), BLSI (Lebanon), EGX 30 (Egypt), ISRAEL TA 125 (Israel), MASI (Morocco), MOEX (Russia) stock indices and the precious metals Gold Bullion LBM, Silver, Handy & Harman, London Platinum, in the period from 1 January 2018 to 23 November 2023. The study aims to address two key questions: i) Have the events of 2020 and 2022 influenced the integration between the capital markets of MENA countries and precious metals? ii) In the case of a significant increase in integration, will this imply a trend towards efficiency or inefficiency in the markets analysed? The results of the cointegration tests show an increase in integrations between the Tranquil and Stress subperiods; for example, platinum rose from zero integrations to 4, being the market most affected by the events of 2020 and 2022, the MOEX increased from 3 to 6 integrations, the Dow Jones index rose from 1 to 3 integrations, the Amman SE General from 1 to 2 integrations. On the other hand, the ISRAEL TA 125 index decreased from 5 integrations in the Calm period to 1 integration during the Stress period. The EGX also decreased from 2 integrations to one integration, the MASI from three to zero integrations, and gold from 1 integration to zero. The BLSI stock index maintained its 1-1 level of integrations, while silver also followed the same 2-2 trend. These results do not allow acceptance of the first research question since it was found that there were increases/decreases in integrations during the 2020 and 2022 events. The DFA slopes were estimated to answer the second research question since most markets showed significant persistence. However, it was found that this persistence did not coincide with an increase/decrease in the level of integration between the markets analysed. Given these results, the second research question was also partially rejected. In conclusion, the results of this study have significant implications for international investors operating in the financial markets of MENA countries.

Suggested Citation

  • à ureo Manuel & Rui Dias & Rosa Galvão & Miguel Varela, 2024. "Analysing Financial Market Integration between Stock and Precious Metals Indices," International Journal of Economics and Financial Issues, Econjournals, vol. 14(4), pages 222-238, July.
    • Handle: RePEc:eco:journ1:2024-04-25
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    References listed on IDEAS

    as
    1. Dias, Rui & da Silva, Jacinto Vidigal & Dionísio, Andreia, 2019. "Financial markets of the LAC region: Does the crisis influence the financial integration?," International Review of Financial Analysis, Elsevier, vol. 63(C), pages 160-173.
    2. Nardo, M. & Ossola, E. & Papanagiotou, E., 2022. "Financial integration in the EU28 equity markets: Measures and drivers," Journal of Financial Markets, Elsevier, vol. 57(C).
    3. Harry Markowitz, 1952. "Portfolio Selection," Journal of Finance, American Finance Association, vol. 7(1), pages 77-91, March.
    4. Robiyanto Robiyanto & Bayu Adi Nugroho & Eka Handriani & Andrian Dolfriandra Huruta, 2020. "Hedge effectiveness of put replication, gold, and oil on ASEAN-5 equities," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 6(1), pages 1-29, December.
    5. Elie, Bouri & Naji, Jalkh & Dutta, Anupam & Uddin, Gazi Salah, 2019. "Gold and crude oil as safe-haven assets for clean energy stock indices: Blended copulas approach," Energy, Elsevier, vol. 178(C), pages 544-553.
    6. Lu Wang & Feng Ma & Guoshan Liu, 2020. "Forecasting stock volatility in the presence of extreme shocks: Short‐term and long‐term effects," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 39(5), pages 797-810, August.
    7. Amine Ben Amar & Stéphane Goutte & Amir Hasnaoui & Amine Marouane & Héla Mzoughi, 2023. "The Ramadan effect on commodity and stock markets integration," Review of Accounting and Finance, Emerald Group Publishing Limited, vol. 22(3), pages 269-293, April.
    8. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
    9. Maghyereh, Aktham I. & Awartani, Basel & Hilu, Khalil Al, 2015. "Dynamic transmissions between the U.S. and equity markets in the MENA countries: New evidence from pre- and post-global financial crisis," The Quarterly Review of Economics and Finance, Elsevier, vol. 56(C), pages 123-138.
    10. Gregory, Allan W. & Hansen, Bruce E., 1996. "Residual-based tests for cointegration in models with regime shifts," Journal of Econometrics, Elsevier, vol. 70(1), pages 99-126, January.
    11. Ustaoglu, Erkan, 2023. "Diversification, hedge, and safe-haven properties of gold and bitcoin with portfolio implications during the Russia–Ukraine war," Resources Policy, Elsevier, vol. 84(C).
    12. Pedro Pardal & Rui Dias & Petr Suler & Nuno Teixeira & Tomas Krulicky, 2020. "Integration in Central European capital markets in the context of the global COVID-19 pandemic," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 15(4), pages 627-650, December.
    13. Huyghebaert, Nancy & Wang, Lihong, 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, Elsevier, vol. 21(1), pages 98-112, March.
    14. Sandra Kendo & Josephine Tchakounte, 2022. "The drivers of the financial integration of microfinance Institutions: Do financial development, agency costs and microfinance performance matter?," Post-Print hal-03702613, HAL.
    15. Kendo, Sandra & Tchakounte, Josephine, 2022. "The drivers of the financial integration of microfinance Institutions: Do financial development, agency costs and microfinance performance matter?," The Quarterly Review of Economics and Finance, Elsevier, vol. 84(C), pages 128-142.
    16. Jarque, Carlos M. & Bera, Anil K., 1980. "Efficient tests for normality, homoscedasticity and serial independence of regression residuals," Economics Letters, Elsevier, vol. 6(3), pages 255-259.
    17. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    18. A. Tahai & Robert Rutledge & Khondkar Karim, 2004. "An examination of financial integration for the group of seven (G7) industrialized countries using an I( ) cointegration model," Applied Financial Economics, Taylor & Francis Journals, vol. 14(5), pages 327-335.
    19. Sandra Kendo & Josephine Tchakounte, 2022. "The drivers of the financial integration of microfinance Institutions: Do financial development, agency costs and microfinance performance matter?," Post-Print hal-04529938, HAL.
    20. Mokni, Khaled & Hammoudeh, Shawkat & Ajmi, Ahdi Noomen & Youssef, Manel, 2020. "Does economic policy uncertainty drive the dynamic connectedness between oil price shocks and gold price?," Resources Policy, Elsevier, vol. 69(C).
    21. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    22. Walid Mensi & Debasish Maitra & Refk Selmi & Xuan Vinh Vo, 2023. "Extreme dependencies and spillovers between gold and stock markets: evidence from MENA countries," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-27, December.
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    Cited by:

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    More about this item

    Keywords

    Middle East and North Africa Markets; Precious Metals; Financial Integration; Efficiency; Weak Form; Portfolio Rebalancing;
    All these keywords.

    JEL classification:

    • C01 - Mathematical and Quantitative Methods - - General - - - Econometrics
    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • C38 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Classification Methdos; Cluster Analysis; Principal Components; Factor Analysis
    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • Q42 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Alternative Energy Sources

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