IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/98779.html
   My bibliography  Save this paper

The causal relationship between the macroeconomic variables and the stock price: the case of Brazil

Author

Listed:
  • Munjid, Modhaa
  • Masih, Mansur

Abstract

This study attempts to investigate the direction of causal relationship between the Brazilian stock market index (the Bovespa market index) and selected macro-economic indicators, namely interest rate, money supply (M2), and Brazilian Real exchange rate to the US dollar. A number of studies investigated the causal relationship between macro-economic indicators and stock market indices in the developed countries. But in the context of developing countries in South America such as Brazil, few studies can be traced in the literature. Thus, this study focuses on this issue by applying the standard time series techniques. The results of the study indicate that the variables under analysis are in fact cointegrated, which proves the existence of a long-term theoretical relationship among the variables. As regards the direction of causality, the results tend to indicate that the interest rate variable is the most exogenous (or leading) variable and the exchange rate is the most endogenous (or lagging) variable. These findings imply that the interest rate variable played a significant role in affecting the stock returns of the Bovespa Market Index and hence a special attention should be given to its management. Furthermore, strong evidence points to the relative exogeneity of the Bovespa Market Index, which means that the Brazilian stock returns can be used in predicting the endogenous macroeconomic indicators analyzed in this study.

Suggested Citation

  • Munjid, Modhaa & Masih, Mansur, 2017. "The causal relationship between the macroeconomic variables and the stock price: the case of Brazil," MPRA Paper 98779, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:98779
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/98779/1/MPRA_paper_98779.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Milton Friedman & Anna J. Schwartz, 1963. "A Monetary History of the United States, 1867–1960," NBER Books, National Bureau of Economic Research, Inc, number frie63-1.
    2. Nasseh, Alireza & Strauss, Jack, 2000. "Stock prices and domestic and international macroeconomic activity: a cointegration approach," The Quarterly Review of Economics and Finance, Elsevier, vol. 40(2), pages 229-245.
    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. David Lovatt & Ashok Parikh, 2000. "Stock returns and economic activity: the UK case," The European Journal of Finance, Taylor & Francis Journals, vol. 6(3), pages 280-297.
    5. George Hondroyiannis & Evangelia Papapetrou, 2001. "Macroeconomic influences on the stock market," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 25(1), pages 33-49, March.
    6. 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.
    7. 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. Abbas, Amir & Masih, Mansur, 2017. "Islamic stock index, conventional stock index and macroeconomic variables," MPRA Paper 104806, University Library of Munich, Germany.
    2. Pathan, Rubina & Masih, Mansur, 2013. "Relationship between macroeconomic variables and stock market index: evidence from India," MPRA Paper 63302, University Library of Munich, Germany.
    3. 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.
    4. Khan, Mashrur Mustaque & Yousuf, Ahmed Sadek, 2013. "Macroeconomic Forces and Stock Prices:Evidence from the Bangladesh Stock Market," MPRA Paper 46528, University Library of Munich, Germany.
    5. Henryk Gurgul & Milena Suliga & Tomasz Wojtowicz, 2012. "Responses of the Warsaw Stock Exchange to the U.S. macroeconomic data announcements," Managerial Economics, AGH University of Science and Technology, Faculty of Management, vol. 12, pages 41-59.
    6. 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.
    7. 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.
    8. Yusoff, Abdul & Masih, Mansur, 2017. "The impact of key industry-sectoral indices on islamic stock market: evidence from Malaysia," MPRA Paper 107907, University Library of Munich, Germany.
    9. 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.
    10. 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.
    11. Muhammed Monjurul Quadir, 2012. "The Effect of Macroeconomic Variables On Stock Returns on Dhaka Stock Exchange," International Journal of Economics and Financial Issues, Econjournals, vol. 2(4), pages 480-487.
    12. 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.
    13. Hosseini, Seyed Mehdi & Ahmad, Zamri & Lai, Yew Wah, 2011. "The Role of Macroeconomic Variables on Stock Market Index in China and India," MPRA Paper 112215, University Library of Munich, Germany.
    14. Azzam, Islam, 2010. "Stock exchange demutualization and performance," Global Finance Journal, Elsevier, vol. 21(2), pages 211-222.
    15. Shabir Mohsin Hashmi & Bisharat Hussain Chang, 2023. "Asymmetric effect of macroeconomic variables on the emerging stock indices: A quantile ARDL approach," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(1), pages 1006-1024, January.
    16. 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.
    17. Onneetse L Sikalao-Lekobane, 2014. "Do Macroeconomic Variables Influence Domestic Stock Market Price Behaviour in Emerging Markets? A Johansen Cointegration Approach to the Botswana Stock Market," Journal of Economics and Behavioral Studies, AMH International, vol. 6(5), pages 363-372.
    18. Abdullah, Ahmad Monir & Saiti, Buerhan & Masih, Abul Mansur M., 2014. "Causality between Stock Market Index and Macroeconomic Variables: A Case Study for Malaysia," MPRA Paper 56987, University Library of Munich, Germany.
    19. Naushad Alam, 2017. "Analysis of the impact of select macroeconomic variables on the Indian Stock Market: A heteroscedastic cointegration approach," Business and Economic Horizons (BEH), Prague Development Center, vol. 13(1), pages 119-127, March.
    20. Mohd Yahya Mohd Hussin & Fidlizan Muhammad & Azila Abdul Razak Fatimah Salwa Abdul Hadi & Pei-Tha Gan, 2017. "The Role of Macroeconomic Variables in the Islamic Real Estate Investment Trusts (I-REIT) Market in Malaysia," International Journal of Academic Research in Business and Social Sciences, Human Resource Management Academic Research Society, International Journal of Academic Research in Business and Social Sciences, vol. 7(4), pages 911-926, April.

    More about this item

    Keywords

    stock returns; macroeconomic variables; Granger-causality; VECM; VDC;
    All these 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:98779. 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.