IDEAS home Printed from https://ideas.repec.org/p/mnd/wpaper/1718.html
   My bibliography  Save this paper

Efficient market hypothesis: Evidence from the JSE equity and bond markets

Author

Listed:
  • Sinazo Guduza

    (Department of Economics, Nelson Mandela University)

  • Andrew Phiri

    (Department of Economics, Nelson Mandela University)

Abstract

This study investigates weak form efficiency for 4 stock and 6 bond market return under the Johannesburg Stock Exchange (JSE) using monthly data spanning from 2002 to 2016. Our empirical strategy consists of using both individual and panel based unit root testing procedures. Moreover, we split our empirical data into two sub-samples corresponding to periods before and periods subsequent to the global financial crisis. Our empirical results point to an overwhelming evidence of weak form efficiency as the integration test fail to produce convincing evidence of unit root behaviour amongst the observed time series. The study thus confirms the efficiency of equities and debt markets in South Africa in light of the global financial crisis.

Suggested Citation

  • Sinazo Guduza & Andrew Phiri, 2017. "Efficient market hypothesis: Evidence from the JSE equity and bond markets," Working Papers 1718, Department of Economics, Nelson Mandela University, revised Dec 2017.
    • Handle: RePEc:mnd:wpaper:1718
    as

    Download full text from publisher

    File URL: http://repec.mandela.ac.za/RePEc/mnd/wpaper/paper.1718.pdf
    File Function: First version, 2017
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Mantu Kumar Mahalik & Hrushikesh Mallick, 2014. "Energy consumption, economic growth and financial development: exploring the empirical linkages for India," Journal of Developing Areas, Tennessee State University, College of Business, vol. 48(4), pages 139-159, October-D.
    2. Pierre Perron & Serena Ng, 1996. "Useful Modifications to some Unit Root Tests with Dependent Errors and their Local Asymptotic Properties," Review of Economic Studies, Oxford University Press, vol. 63(3), pages 435-463.
    3. J. P. Affleck‐Graves & A. H. Money, 1975. "A Note on the Random Walk Model and South African Share Prices," South African Journal of Economics, Economic Society of South Africa, vol. 43(3), pages 232-236, September.
    4. M. Magnusson & B. Wydick, 2002. "How Efficient are Africa's Emerging Stock Markets?," Journal of Development Studies, Taylor & Francis Journals, vol. 38(4), pages 141-156.
    5. Graham Smith & Keith Jefferis & Hyun-Jung Ryoo, 2002. "African stock markets: multiple variance ratio tests of random walks," Applied Financial Economics, Taylor & Francis Journals, vol. 12(7), pages 475-484.
    6. Kaddour Hadri, 2000. "Testing for stationarity in heterogeneous panel data," Econometrics Journal, Royal Economic Society, vol. 3(2), pages 148-161.
    7. Phiri, Andrew, 2017. "Has the South African Reserve Bank responded to equity prices since the sub-prime crisis? An asymmetric convergence approach," MPRA Paper 76542, University Library of Munich, Germany.
    8. Andrew Phiri, 2017. "Long-run equilibrium adjustment between inflation and stock market returns in South Africa: a nonlinear perspective," International Journal of Sustainable Economy, Inderscience Enterprises Ltd, vol. 9(1), pages 19-33.
    9. Apergis, Nicholas & Payne, James E., 2010. "Renewable energy consumption and economic growth: Evidence from a panel of OECD countries," Energy Policy, Elsevier, vol. 38(1), pages 656-660, January.
    10. Anand, Vaibhav & Sengupta, Rajeswari, 2014. "Corporate Debt Market in India: Lessons from the South African Experience," MPRA Paper 57465, University Library of Munich, Germany.
    11. Elliott, Graham & Rothenberg, Thomas J & Stock, James H, 1996. "Efficient Tests for an Autoregressive Unit Root," Econometrica, Econometric Society, vol. 64(4), pages 813-836, July.
    12. Ojah, Kalu & Pillay, Kishan, 2009. "Debt markets and corporate debt structure in an emerging market: The South African example," Economic Modelling, Elsevier, vol. 26(6), pages 1215-1227, November.
    13. 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.
    14. Hlalefang Khobai & Gift Mugano & Pierre Le Roux, 2017. "The Impact of Electricity Price on Economic Growth in South Africa," International Journal of Energy Economics and Policy, Econjournals, vol. 7(1), pages 108-116.
    15. Shahiduzzaman, Md & Alam, Khorshed, 2012. "Cointegration and causal relationships between energy consumption and output: Assessing the evidence from Australia," Energy Economics, Elsevier, vol. 34(6), pages 2182-2188.
    16. Solarin, Sakiru Adebola & Shahbaz, Muhammad, 2013. "Trivariate causality between economic growth, urbanisation and electricity consumption in Angola: Cointegration and causality analysis," Energy Policy, Elsevier, vol. 60(C), pages 876-884.
    17. Tugcu, Can Tansel & Ozturk, Ilhan & Aslan, Alper, 2012. "Renewable and non-renewable energy consumption and economic growth relationship revisited: Evidence from G7 countries," Energy Economics, Elsevier, vol. 34(6), pages 1942-1950.
    18. Ghosh, Sajal, 2002. "Electricity consumption and economic growth in India," Energy Policy, Elsevier, vol. 30(2), pages 125-129, January.
    19. 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.
    20. Maddala, G S & Wu, Shaowen, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 631-652, Special I.
    21. Shakill Hassan, 2013. "South African Capital Markets: An Overview," Working Papers 391, Economic Research Southern Africa.
    22. Andrew Phiri, 2018. "Has the South African Reserve Bank responded to equity returns since the sub-prime crisis? An asymmetric convergence approach," International Journal of Sustainable Economy, Inderscience Enterprises Ltd, vol. 10(3), pages 205-225.
    23. Mehdi Abid & Maamar Sebri, 2012. "Energy Consumption-Economic Growth Nexus: Does the Level of Aggregation Matter?," International Journal of Energy Economics and Policy, Econjournals, vol. 2(2), pages 55-62.
    24. Jalal Dehnavi & Amin Haghnejad, 2012. "Energy Consumption, Economic Growth, And Pollution In Selected Opec Countries: Testing The Environmental Kuznets Curve Hypothesis," Journal of Academic Research in Economics, Spiru Haret University, Faculty of Accounting and Financial Management Constanta, vol. 4(2 (July)), pages 149-166.
    25. Ewing, Bradley T. & Payne, James E. & Caporin, Massimilano, 2022. "The Asymmetric Impact of Oil Prices and Production on Drilling Rig Trajectory: A correction," Resources Policy, Elsevier, vol. 79(C).
    26. Serena Ng & Pierre Perron, 2001. "LAG Length Selection and the Construction of Unit Root Tests with Good Size and Power," Econometrica, Econometric Society, vol. 69(6), pages 1519-1554, November.
    27. repec:cdl:ucsbec:13-89 is not listed on IDEAS
    28. Jumbe, Charles B. L., 2004. "Cointegration and causality between electricity consumption and GDP: empirical evidence from Malawi," Energy Economics, Elsevier, vol. 26(1), pages 61-68, January.
    29. Andrew Phiri, 2015. "Asymmetric cointegration and causality effects between financial development and economic growth in South Africa," Studies in Economics and Finance, Emerald Group Publishing Limited, vol. 32(4), pages 464-484, October.
    30. Ghosh, Sajal, 2009. "Electricity supply, employment and real GDP in India: evidence from cointegration and Granger-causality tests," Energy Policy, Elsevier, vol. 37(8), pages 2926-2929, August.
    31. Appiah-Kusi, Joe & Menyah, Kojo, 2003. "Return predictability in African stock markets," Review of Financial Economics, Elsevier, vol. 12(3), pages 247-270.
    32. Hlalefang Khobai & Pierre Le Roux, 2017. "The Relationship between Energy Consumption, Economic Growth and Carbon Dioxide Emission: The Case of South Africa," International Journal of Energy Economics and Policy, Econjournals, vol. 7(3), pages 102-109.
    33. LeRoy, Stephen F, 1989. "Efficient Capital Markets and Martingales," Journal of Economic Literature, American Economic Association, vol. 27(4), pages 1583-1621, December.
    34. Abbasinejad Hossein & Gudarzi Farahani Yazdan & Asghari Ghara Ehsan, 2012. "The relationship between energy consumption, energy prices and economic growth: case study (OPEC countries)," OPEC Energy Review, Organization of the Petroleum Exporting Countries, vol. 36(3), pages 272-286, September.
    35. Wolde-Rufael, Yemane, 2010. "Coal consumption and economic growth revisited," Applied Energy, Elsevier, vol. 87(1), pages 160-167, January.
    36. Mlambo, Chipo & Biekpe, Nicholas, 2007. "The efficient market hypothesis: Evidence from ten African stock markets," MPRA Paper 25968, University Library of Munich, Germany, revised 2007.
    37. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    38. Andrew Phiri, 2015. "Efficient Market Hypothesis in South Africa: Evidence from Linear and Nonlinear Unit Root Tests," Managing Global Transitions, University of Primorska, Faculty of Management Koper, vol. 13(4 (Winter), pages 369-387.
    39. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Samuel Tabot Enow, 2021. "The Impact of Covid-19 on Market Efficiency: A Comparative Market Analysis," Eurasian Journal of Economics and Finance, Eurasian Publications, vol. 9(4), pages 235-244.
    2. Misheck Mutize, 2022. "A trend analysis of Eurobond yields in Africa," International Journal of Monetary Economics and Finance, Inderscience Enterprises Ltd, vol. 15(1), pages 19-34.

    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. Hlalefang Khobai & Sanderson Abel & Pierre Le Roux, 2017. "A Review of the Nexus Between Energy consumption and Economic growth in the Brics countries," Working Papers 1715, Department of Economics, Nelson Mandela University, revised Nov 2017.
    2. Hlalefang Khobai & Sanderson Abel & Pierre Le Roux, 2021. "A Review of the Nexus between Energy Consumption and Economic Growth in the BRICS Countries," International Journal of Energy Economics and Policy, Econjournals, vol. 11(3), pages 424-431.
    3. Md zulquar Nain & Sai sailaja Bharatam & Bandi Kamaiah, 2017. "Electricity consumption and NSDP nexus in Indian states: a panel analysis with structural breaks," Economics Bulletin, AccessEcon, vol. 37(3), pages 1581-1601.
    4. Qamruzzaman, Md & Jianguo, Wei, 2020. "The asymmetric relationship between financial development, trade openness, foreign capital flows, and renewable energy consumption: Fresh evidence from panel NARDL investigation," Renewable Energy, Elsevier, vol. 159(C), pages 827-842.
    5. Kahia, Montassar & Ben Aissa, Mohamed Safouane, 2014. "Renewable and non-renewable energy consumption and economic growth: Evidence from MENA Net Oil Exporting Countries," MPRA Paper 80776, University Library of Munich, Germany.
    6. Diego Romero-Avila, 2008. "A confirmatory analysis of the unit root hypothesis for OECD consumption-income ratios," Applied Economics, Taylor & Francis Journals, vol. 40(17), pages 2271-2278.
    7. Kahia, Montassar & Ben Aïssa, Mohamed Safouane & Charfeddine, Lanouar, 2016. "Impact of renewable and non-renewable energy consumption on economic growth: New evidence from the MENA Net Oil Exporting Countries (NOECs)," Energy, Elsevier, vol. 116(P1), pages 102-115.
    8. Bashiri Behmiri, Niaz & Pires Manso, José R., 2013. "How crude oil consumption impacts on economic growth of Sub-Saharan Africa?," Energy, Elsevier, vol. 54(C), pages 74-83.
    9. Apergis, Nicholas & Payne, James E., 2011. "A dynamic panel study of economic development and the electricity consumption-growth nexus," Energy Economics, Elsevier, vol. 33(5), pages 770-781, September.
    10. Ewing, Bradley T. & Payne, James E. & Caporin, Massimilano, 2022. "The Asymmetric Impact of Oil Prices and Production on Drilling Rig Trajectory: A correction," Resources Policy, Elsevier, vol. 79(C).
    11. Azad, A.S.M. Sohel, 2009. "Random walk and efficiency tests in the Asia-Pacific foreign exchange markets: Evidence from the post-Asian currency crisis data," Research in International Business and Finance, Elsevier, vol. 23(3), pages 322-338, September.
    12. Apergis, Nicholas & Payne, James E., 2011. "The renewable energy consumption-growth nexus in Central America," Applied Energy, Elsevier, vol. 88(1), pages 343-347, January.
    13. Shahnazi, Rouhollah & Dehghan Shabani, Zahra, 2020. "Do renewable energy production spillovers matter in the EU?," Renewable Energy, Elsevier, vol. 150(C), pages 786-796.
    14. Apergis, Nicholas & Payne, James E., 2009. "Energy consumption and economic growth: Evidence from the Commonwealth of Independent States," Energy Economics, Elsevier, vol. 31(5), pages 641-647, September.
    15. David Greasley & Les Oxley, 2010. "Cliometrics And Time Series Econometrics: Some Theory And Applications," Journal of Economic Surveys, Wiley Blackwell, vol. 24(5), pages 970-1042, December.
    16. Marius-Corneliu Marinaș & Marin Dinu & Aura-Gabriela Socol & Cristian Socol, 2018. "Renewable energy consumption and economic growth. Causality relationship in Central and Eastern European countries," PLOS ONE, Public Library of Science, vol. 13(10), pages 1-29, October.
    17. Vuyokazi Pikoko & Andrew Phiri, 2019. "Is There Hysteresis in South African Unemployment? Evidence from the Post-Recessionary Period," Acta Universitatis Danubius. OEconomica, Danubius University of Galati, issue 15(3), pages 365-387, JUNE.
    18. Najia Saqib & Haider Mahmood & Aamir Hussain Siddiqui & Muhammad Asif Shamim, 2022. "The Link between Economic Growth and Sustainable Energy in G7-Countries and E7-Countries: Evidence from a Dynamic Panel Threshold Model," International Journal of Energy Economics and Policy, Econjournals, vol. 12(5), pages 294-302, September.
    19. Giorgio Canarella & Rangan Gupta & Stephen M. Miller & Stephen K. Pollard, 2019. "Unemployment rate hysteresis and the great recession: exploring the metropolitan evidence," Empirical Economics, Springer, vol. 56(1), pages 61-79, January.
    20. Tiba, Sofien & Omri, Anis, 2017. "Literature survey on the relationships between energy, environment and economic growth," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 1129-1146.

    More about this item

    Keywords

    Equity markets; Bond market; Efficient market hypothesis; unit root tests; Johannesburg Stock Exchange (JSE); South Africa.;
    All these keywords.

    JEL classification:

    • C12 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Hypothesis Testing: General
    • C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • N27 - Economic History - - Financial Markets and Institutions - - - Africa; Oceania

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:mnd:wpaper:1718. 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: Andrew Phiri (email available below). General contact details of provider: https://edirc.repec.org/data/denmmza.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.