IDEAS home Printed from https://ideas.repec.org/a/dug/actaec/y2017i4p264-288.html
   My bibliography  Save this article

Macroeconomic Variables, Leverage, Stock Returns and Stock Return Volatility

Author

Listed:
  • Godfrey Marozva

    (Risk Management and Banking)

  • Margaret Rutendo Magwedere

    (Risk Management and Banking)

Abstract

This paper investigates the relationship between the macroeconomic variables, leverage and the stock returns on the Johannesburg Stock Exchange using ARDL bounds testing approach and Vector error correction model. A further analysis on the effects of leverage on volatility was done using a generalized autoregressive conditional heteroscedasticity (GARCH 1,1) method. The study revealed that there is co-integrating relationship between macroeconomic variables and stock returns. Particularly, there is a long run relationship between stock returns and real GDP, and also between stock returns and interest rates. Additionally, this paper shows that leverage affects the volatility of stock prices. Finally, it is noted that after disequilibrium the economic model will always adjust to equilibrium at a rate of thirty-three percent within a year. Since leverage positively influence volatility in stock returns investors that are risk averse should avoid highly geared firms.

Suggested Citation

  • Godfrey Marozva & Margaret Rutendo Magwedere, 2017. "Macroeconomic Variables, Leverage, Stock Returns and Stock Return Volatility," Acta Universitatis Danubius. OEconomica, Danubius University of Galati, issue 13(4), pages 264-288, AUGUST.
  • Handle: RePEc:dug:actaec:y:2017:i:4:p:264-288
    as

    Download full text from publisher

    File URL: http://journals.univ-danubius.ro/index.php/oeconomica/article/view/4082/4143
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Kaul, Gautam, 1987. "Stock returns and inflation : The role of the monetary sector," Journal of Financial Economics, Elsevier, vol. 18(2), pages 253-276, June.
    2. Asgharian, Hossein & Christiansen, Charlotte & Hou, Ai Jun, 2015. "Effects of macroeconomic uncertainty on the stock and bond markets," Finance Research Letters, Elsevier, vol. 13(C), pages 10-16.
    3. Stephen A. Ross, 2013. "The Arbitrage Theory of Capital Asset Pricing," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 1, pages 11-30, World Scientific Publishing Co. Pte. Ltd..
    4. Levine, Ross & Zervos, Sara, 1998. "Stock Markets, Banks, and Economic Growth," American Economic Review, American Economic Association, vol. 88(3), pages 537-558, June.
    5. Berkmen, S. Pelin & Gelos, Gaston & Rennhack, Robert & Walsh, James P., 2012. "The global financial crisis: Explaining cross-country differences in the output impact," Journal of International Money and Finance, Elsevier, vol. 31(1), pages 42-59.
    6. Prince Acheampong & Evans Agalega & Albert Kwabena Shibu, 2014. "The Effect of Financial Leverage and Market Size on Stock Returns on the Ghana Stock Exchange: Evidence from Selected Stocks in the Manufacturing Sector," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 5(1), pages 125-134, January.
    7. Chen, Cathy W.S. & Gerlach, Richard & Lin, Edward M.H., 2008. "Volatility forecasting using threshold heteroskedastic models of the intra-day range," Computational Statistics & Data Analysis, Elsevier, vol. 52(6), pages 2990-3010, February.
    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. Gulnur Muradog Lu & Kivilcim Metin & Reha Argac, 2001. "Is there a long run relationship between stock returns and monetary variables: evidence from an emerging market," Applied Financial Economics, Taylor & Francis Journals, vol. 11(6), pages 641-649.
    10. Fama, Eugene F, 1981. "Stock Returns, Real Activity, Inflation, and Money," American Economic Review, American Economic Association, vol. 71(4), pages 545-565, September.
    11. Fama, Eugene F. & Schwert, G. William, 1977. "Asset returns and inflation," Journal of Financial Economics, Elsevier, vol. 5(2), pages 115-146, November.
    12. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    13. Granger, C. W. J., 1981. "Some properties of time series data and their use in econometric model specification," Journal of Econometrics, Elsevier, vol. 16(1), pages 121-130, May.
    14. Jiang Wang, 1993. "A Model of Intertemporal Asset Prices Under Asymmetric Information," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(2), pages 249-282.
    15. Zakoian, Jean-Michel, 1994. "Threshold heteroskedastic models," Journal of Economic Dynamics and Control, Elsevier, vol. 18(5), pages 931-955, September.
    16. Alagidede, Paul, 2011. "Return behaviour in Africa's emerging equity markets," The Quarterly Review of Economics and Finance, Elsevier, vol. 51(2), pages 133-140, May.
    17. Fama, Eugene F, 1991. "Efficient Capital Markets: II," Journal of Finance, American Finance Association, vol. 46(5), pages 1575-1617, December.
    18. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    19. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    20. Hossein Asgharian & Ai Jun Hou & Farrukh Javed, 2013. "The Importance of the Macroeconomic Variables in Forecasting Stock Return Variance: A GARCH‐MIDAS Approach," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 32(7), pages 600-612, November.
    21. Samih Antoine Azar, 2010. "Inflation and stock returns," International Journal of Accounting and Finance, Inderscience Enterprises Ltd, vol. 2(3/4), pages 254-274.
    22. Fama, Eugene F, 1970. "Efficient Capital Markets: A Review of Theory and Empirical Work," Journal of Finance, American Finance Association, vol. 25(2), pages 383-417, May.
    23. Appiah-Kusi, Joe & Menyah, Kojo, 2003. "Return predictability in African stock markets," Review of Financial Economics, Elsevier, vol. 12(3), pages 247-270.
    24. Sharma, Subhash C. & Wongbangpo, Praphan, 2002. "Long-term trends and cycles in ASEAN stock markets," Review of Financial Economics, Elsevier, vol. 11(4), pages 299-315.
    25. Nicholas Odhiambo, 2010. "Finance-investment-growth nexus in South Africa: an ARDL-bounds testing procedure," Economic Change and Restructuring, Springer, vol. 43(3), pages 205-219, August.
    26. Anthony Kyereboah-Coleman & Kwame F. Agyire-Tettey, 2008. "Impact of macroeconomic indicators on stock market performance: The case of the Ghana Stock Exchange," Journal of Risk Finance, Emerald Group Publishing, vol. 9(4), pages 365-378, August.
    27. Zivanemoyo Chinzara, 2011. "Macroeconomic Uncertainty And Conditional Stock Market Volatility In South Africa," South African Journal of Economics, Economic Society of South Africa, vol. 79(1), pages 27-49, March.
    28. Abugri, Benjamin A., 2008. "Empirical relationship between macroeconomic volatility and stock returns: Evidence from Latin American markets," International Review of Financial Analysis, Elsevier, vol. 17(2), pages 396-410.
    29. Dwi Kartikasari & Marisa Merianti, 2016. "The Effect of Leverage and Firm Size to Profitability of Public Manufacturing Companies in Indonesia," International Journal of Economics and Financial Issues, Econjournals, vol. 6(2), pages 409-413.
    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. Pramod Kumar, Naik & Puja, Padhi, 2012. "The impact of Macroeconomic Fundamentals on Stock Prices revisited: An Evidence from Indian Data," MPRA Paper 38980, University Library of Munich, Germany.
    2. Narayan, Seema & Smyth, Russell, 2015. "The financial econometrics of price discovery and predictability," International Review of Financial Analysis, Elsevier, vol. 42(C), pages 380-393.
    3. Sellin, Peter, 1998. "Monetary Policy and the Stock Market: Theory and Empirical Evidence," Working Paper Series 72, Sveriges Riksbank (Central Bank of Sweden).
    4. Osamah M. Al-Khazali, 2003. "Stock Prices, Inflation, and Output: Evidence from the Emerging Markets," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 2(3), pages 287-314, September.
    5. Ditimi Amassoma & O. Adeleke, 2018. "Testing for the Causality between Interest Rate and Stock Market Performance in Nigeria," Economic Studies journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 3, pages 109-124.
    6. 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.
    7. Syed Kamran Ali Haider & Shujahat Haider Hashmi & Ishtiaq Ahmed, 2017. "Systematic Risk Factors And Stock Return Volatility," APSTRACT: Applied Studies in Agribusiness and Commerce, AGRIMBA, vol. 11(1-2), September.
    8. Majeed, Raseena & Masih, Mansur, 2016. "Impact of macroeconomic variables on shariah stock markets: evidence from Malaysia based on ARDL approach," MPRA Paper 106118, University Library of Munich, Germany.
    9. Peter Sellin, 2001. "Monetary Policy and the Stock Market: Theory and Empirical Evidence," Journal of Economic Surveys, Wiley Blackwell, vol. 15(4), pages 491-541, September.
    10. Onur Şeyranlıoğlu & Çağlar Sözen & Ferhat İspiroğlu, 2024. "Interaction Between Stock Exchange And Interest Rate in Turkey: A Hidden Cointegration and Asymmetric Causality Analysis," Istanbul Journal of Economics-Istanbul Iktisat Dergisi, Istanbul Journal of Economics-Istanbul Iktisat Dergisi, vol. 0(40), pages 22-34, June.
    11. Helmi Hamdi & Rashid Sbia & Bedri Kamil Onur Tas, 2014. "Financial Deepening and Economic Growth in Gulf Cooperation Council Countries," International Economic Journal, Taylor & Francis Journals, vol. 28(3), pages 459-473, September.
    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. Adel A. Al-Sharkas & Marwan Al-Zoubi, 2011. "Stock Prices and Inflation: Evidence from Jordan, Saudi Arabia, Kuwait, and Morocco," Working Papers 653, Economic Research Forum, revised 12 Jan 2011.
    14. Committee, Nobel Prize, 2013. "Understanding Asset Prices," Nobel Prize in Economics documents 2013-1, Nobel Prize Committee.
    15. 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.
    16. NEIFAR, MALIKA & HarzAllah, AMIRA, 2020. "Can Canadian Stock market provide complete hedge against Inflation ?," MPRA Paper 99093, University Library of Munich, Germany.
    17. Sumit Kumar Maji & Arindam Laha & Debasish Sur, 2020. "Dynamic Nexuses between Macroeconomic Variables and Sectoral Stock Indices: Reflection from Indian Manufacturing Industry," Management and Labour Studies, XLRI Jamshedpur, School of Business Management & Human Resources, vol. 45(3), pages 239-269, August.
    18. Juan Benjamín Duarte Duarte & Juan Manuel Mascare?nas Pérez-Iñigo, 2014. "Comprobación de la eficiencia débil en los principales mercados financieros latinoamericanos," Estudios Gerenciales, Universidad Icesi, November.
    19. Muhammad Ahad & Ijaz ur Rehman & Fiza Qureshi & Waqas Hanif & Zaheer Anwer, 2018. "Modelling Asymmetric Impact of Home Country Macroeconomic Variables on American Depository Receipts: Evidence from Eurozone," Annals of Economics and Finance, Society for AEF, vol. 19(2), pages 703-727, November.
    20. Bekhet, Hussain Ali & Matar, Ali, 2013. "Co-integration and causality analysis between stock market prices and their determinates in Jordan," Economic Modelling, Elsevier, vol. 35(C), pages 508-514.

    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:dug:actaec:y:2017:i:4:p:264-288. 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: Daniela Robu (email available below). General contact details of provider: https://edirc.repec.org/data/fedanro.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.