IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/103820.html

Identifying the lead-lag relationship between the shariah (islamic) equity index and macroeconomic variables: Malaysia as a case study

Author

Listed:
  • Bahaman, Abrar
  • Masih, Mansur

Abstract

Islamic equity markets have been growing steadily particularly since the subprime crisis of 2007-2008 as an alternative investment outlet to the conventional equity markets. This paper makes an attempt to discern the factors that drive the Islamic stock markets. In particular, this paper investigates the lead-lag relationship between the Islamic equity index and macroeconomic variables. The standard time series techniques have been applied for the analysis. Malaysia is used as a case study. The findings tend to indicate that the Islamic equity index has been driven by the money supply(M2) and followed by the CPI, exchange rate and the industrial production. These findings have important policy implications for an emerging equity market such as Malaysia.

Suggested Citation

  • Bahaman, Abrar & Masih, Mansur, 2017. "Identifying the lead-lag relationship between the shariah (islamic) equity index and macroeconomic variables: Malaysia as a case study," MPRA Paper 103820, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:103820
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/103820/1/MPRA_paper_103820.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Poon, Ser-Huang & Taylor, Stephen J., 1992. "Stock returns and volatility: An empirical study of the UK stock market," Journal of Banking & Finance, Elsevier, vol. 16(1), pages 37-59, February.
    2. Fama, Eugene F, 1981. "Stock Returns, Real Activity, Inflation, and Money," American Economic Review, American Economic Association, vol. 71(4), pages 545-565, September.
    3. Tarun K. Mukherjee & Atsuyuki Naka, 1995. "Dynamic Relations Between Macroeconomic Variables And The Japanese Stock Market: An Application Of A Vector Error Correction Model," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 18(2), pages 223-237, June.
    4. Kwon, Chung S. & Shin, Tai S., 1999. "Cointegration and causality between macroeconomic variables and stock market returns," Global Finance Journal, Elsevier, vol. 10(1), pages 71-81.
    5. Mansur Masih & Ali Al-Elg & Haider Madani, 2009. "Causality between financial development and economic growth: an application of vector error correction and variance decomposition methods to Saudi Arabia," Applied Economics, Taylor & Francis Journals, vol. 41(13), pages 1691-1699.
    6. Hamao, Yasushi, 1988. "An empirical examination of the Arbitrage Pricing Theory : Using Japanese data," Japan and the World Economy, Elsevier, vol. 1(1), pages 45-61, October.
    7. Mukherjee, Tarun K & Naka, Atsuyuki, 1995. "Dynamic Relations between Macroeconomic Variables and the Japanese Stock Market: An Application of a Vector Error Correction Model," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 18(2), pages 223-237, Summer.
    8. Maysami, Ramin Cooper & Koh, Tiong Sim, 2000. "A vector error correction model of the Singapore stock market," International Review of Economics & Finance, Elsevier, vol. 9(1), pages 79-96, February.
    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. Bhuiyan, Erfan M. & Chowdhury, Murshed, 2020. "Macroeconomic variables and stock market indices: Asymmetric dynamics in the US and Canada," The Quarterly Review of Economics and Finance, Elsevier, vol. 77(C), pages 62-74.
    2. Jiranyakul, Komain, 2009. "Economic Forces and the Thai Stock Market, 1993-2007," MPRA Paper 57368, University Library of Munich, Germany.
    3. Ahmad Hamidi, Hakimah Nur & Khalid, Norlin & Abdul Karim, Zulkefly, 2018. "Revisiting Relationship Between Malaysian Stock Market Index and Selected Macroeconomic Variables Using Asymmetric Cointegration," Jurnal Ekonomi Malaysia, Faculty of Economics and Business, Universiti Kebangsaan Malaysia, vol. 52(1), pages 311-319.
    4. Pooja Joshi & A. K. Giri, 2015. "Cointegration and Causality between Macroeconomic variables and Stock Prices: Empirical Analysis from Indian Economy," Business and Economic Research, Macrothink Institute, vol. 5(2), pages 327-345, December.
    5. Andreas Humpe & Peter Macmillan, 2007. "Can macroeconomic variables explain long term stock market movements? A comparison of the US and Japan," CDMA Working Paper Series 200720, Centre for Dynamic Macroeconomic Analysis.
    6. Chu, Patrick Kuok-Kun, 2011. "Relationship between macroeconomic variables and net asset values (NAV) of equity funds: Cointegration evidence and vector error correction model of the Hong Kong Mandatory Provident Funds (MPFs)," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 21(5), pages 792-810.
    7. Širůček, Martin, 2015. "Kauzalní vztah peněžní nabídky a amerického akciového trhu [Money supply and US stock market causality]," MPRA Paper 66357, University Library of Munich, Germany, revised 30 Aug 2015.
    8. Sirucek, Martin, 2012. "Macroeconomic variables and stock market: US review," MPRA Paper 39094, University Library of Munich, Germany.
    9. Mohammad Joarder & Monir Ahmed & Tahsina Haque & Syed Hasanuzzaman, 2014. "An empirical testing of informational efficiency in Bangladesh capital market," Economic Change and Restructuring, Springer, vol. 47(1), pages 63-87, February.
    10. Molefhi, Koketso, 2021. "The Impact of Macroeconomic Variables on Capital Market Development in Botswana’s Economy," African Journal of Economic Review, African Journal of Economic Review, vol. 9(2), April.
    11. Martin Širůček, 2012. "Effect of money supply on the Dow Jones Industrial Average stock index," Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, Mendel University Press, vol. 60(2), pages 399-408.
    12. Konrad Farrugia & Janice Duca & Peter J. Baldacchino & Simon Grima, 2021. "The Relationship between Inflation and Stock Returns in a Small Island State: An Analysis," International Journal of Finance, Insurance and Risk Management, International Journal of Finance, Insurance and Risk Management, vol. 11(2), pages 51-78.
    13. Yoke Yue Kan, 2017. "Macroeconomic environment of bull markets in Malaysia," Qualitative Research in Financial Markets, Emerald Group Publishing Limited, vol. 9(1), pages 72-96, February.
    14. Animesh Bhattacharjee & Joy Das, 2021. "Investigating the Long-run and the Short-run Relationship Between Domestic Macroeconomic Forces and Indian Equity Market: Evidence Based on ARDL Bounds Testing Approach," Paradigm, , vol. 25(1), pages 61-76, June.
    15. GIRI A. K. & JOSHI Pooja, 2017. "The Impact Of Macroeconomic Indicators On Indian Stock Prices: An Empirical Analysis," Studies in Business and Economics, Lucian Blaga University of Sibiu, Faculty of Economic Sciences, vol. 12(1), pages 61-78, April.
    16. Asmy, Mohamed & Rohilina, Wisam & Hassama, Aris & Fouad, Md., 2009. "Effects of Macroeconomic Variables on Stock Prices in Malaysia: An Approach of Error Correction Model," MPRA Paper 20970, University Library of Munich, Germany.
    17. R. Ratneswary V. Rasiah, 2010. "Macroeconomic Activity And The Malaysian Stock Market: Empirical Evidence Of Dynamic Relations," The International Journal of Business and Finance Research, The Institute for Business and Finance Research, vol. 4(2), pages 59-69.
    18. Abba Ahmed, Bello & Isah I, Salamatu & Aliyu Chika, Umar, 2018. "Long-run Relationship between Islamic Stock Indices and US Macroeconomic Variables," MPRA Paper 104167, University Library of Munich, Germany, revised 12 Jul 2018.
    19. Albaity, Mohamed Shikh, 2011. "Impact of the monetary policy instruments on Islamic stock market index return," Economics Discussion Papers 2011-26, Kiel Institute for the World Economy.
    20. Gazi Mainul Hassan & Hisham M. Al refai, 2012. "Can macroeconomic factors explain equity returns in the long run? The case of Jordan," Applied Financial Economics, Taylor & Francis Journals, vol. 22(13), pages 1029-1041, July.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • C58 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Financial Econometrics
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy

    Statistics

    Access and download statistics

    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:pra:mprapa:103820. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    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.