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The performance of South African exchange traded funds under changing market conditions

Author

Listed:
  • Damien Kunjal

    (University of KwaZulu-Natal)

  • Faeezah Peerbhai

    (University of KwaZulu-Natal)

  • Paul-Francois Muzindutsi

    (University of KwaZulu-Natal)

Abstract

Despite the soaring popularity of exchange-traded funds (ETFs), ETFs may find it difficult to replicate the returns of their underlying index under changing market conditions. The objective of this study is to examine the performance of South African ETFs under bullish and bearish market conditions. This paper employs a single index Markov Switching model to examine the tracking efficiency of a sample of ETFs tracking the FTSE/JSE Top 40 (J200) index from 27 November 2000 until 31 July 2019. The findings suggest that, on average, ETFs are more responsive to fluctuations in their underlying index during bullish market conditions and they display a higher tracking error during bearish market conditions. Thus, our findings support the notion that ETF performance differs across market regimes, implying that ETF fund managers should disclose their betas across different market conditions so that ETF investors and traders can adequately evaluate their risk exposures in each market condition.

Suggested Citation

  • Damien Kunjal & Faeezah Peerbhai & Paul-Francois Muzindutsi, 2021. "The performance of South African exchange traded funds under changing market conditions," Journal of Asset Management, Palgrave Macmillan, vol. 22(5), pages 350-359, September.
  • Handle: RePEc:pal:assmgt:v:22:y:2021:i:5:d:10.1057_s41260-021-00227-z
    DOI: 10.1057/s41260-021-00227-z
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    1. Ian Domowitz & Jack Glen & Ananth Madhavan, 2001. "Liquidity, Volatility and Equity Trading Costs Across Countries and Over Time," International Finance, Wiley Blackwell, vol. 4(2), pages 221-255.
    2. Mai Shibata, 2012. "Identifying Bull and Bear Markets in Japan," Asia-Pacific Financial Markets, Springer;Japanese Association of Financial Economics and Engineering, vol. 19(2), pages 99-117, May.
    3. James M. Poterba & John B. Shoven, 2002. "Exchange-Traded Funds: A New Investment Option for Taxable Investors," American Economic Review, American Economic Association, vol. 92(2), pages 422-427, May.
    4. Timothy Jares & Angeline Lavin, 2004. "Japan and Hong Kong Exchange-Traded Funds (ETFs): Discounts, Returns, and Trading Strategies," Journal of Financial Services Research, Springer;Western Finance Association, vol. 25(1), pages 57-69, February.
    5. Chkili, Walid & Nguyen, Duc Khuong, 2014. "Exchange rate movements and stock market returns in a regime-switching environment: Evidence for BRICS countries," Research in International Business and Finance, Elsevier, vol. 31(C), pages 46-56.
    6. Itzhak Ben‐David & Francesco Franzoni & Rabih Moussawi, 2018. "Do ETFs Increase Volatility?," Journal of Finance, American Finance Association, vol. 73(6), pages 2471-2535, December.
    7. Ho-Chuan Huang, 2000. "Tests of regimes - switching CAPM," Applied Financial Economics, Taylor & Francis Journals, vol. 10(5), pages 573-578.
    8. Agapova, Anna, 2011. "Conventional mutual index funds versus exchange-traded funds," Journal of Financial Markets, Elsevier, vol. 14(2), pages 323-343, May.
    9. Mohammad Sharifzadeh & Simin Hojat, 2012. "An analytical performance comparison of exchange-traded funds with index funds: 2002–2010," Journal of Asset Management, Palgrave Macmillan, vol. 13(3), pages 196-209, June.
    10. Shin, Sangheon & Soydemir, Gökçe, 2010. "Exchange-traded funds, persistence in tracking errors and information dissemination," Journal of Multinational Financial Management, Elsevier, vol. 20(4-5), pages 214-234, December.
    11. Peixin (Payton) Liu & Kuan Xu & Yonggan Zhao, 2011. "Market regimes, sectorial investments, and time‐varying risk premiums," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 7(2), pages 107-133, April.
    12. Domowitz, Ian & Glen, Jack & Madhavan, Ananth, 2001. "Liquidity, Volatility and Equity Trading Costs across Countries and over Time," International Finance, Wiley Blackwell, vol. 4(2), pages 221-255, Summer.
    13. Gerasimos G Rompotis, 2012. "The German Exchange Traded Funds," The IUP Journal of Applied Finance, IUP Publications, vol. 18(4), pages 62-82, October.
    14. S. Narend & M. Thenmozhi, 2016. "What drives fund flows to index ETFs and mutual funds? A panel analysis of funds in India," DECISION: Official Journal of the Indian Institute of Management Calcutta, Springer;Indian Institute of Management Calcutta, vol. 43(1), pages 17-30, March.
    15. Fabozzi, Frank J & Francis, Jack C, 1979. "Mutual Fund Systematic Risk for Bull and Bear Markets: An Empirical Examination," Journal of Finance, American Finance Association, vol. 34(5), pages 1243-1250, December.
    16. Hughen, J. Christopher & Mathew, Prem G., 2009. "The efficiency of international information flow: Evidence from the ETF and CEF prices," International Review of Financial Analysis, Elsevier, vol. 18(1-2), pages 40-49, March.
    17. Blitz, David & Huij, Joop, 2012. "Evaluating the performance of global emerging markets equity exchange-traded funds," Emerging Markets Review, Elsevier, vol. 13(2), pages 149-158.
    18. Cai, Jun, 1994. "A Markov Model of Switching-Regime ARCH," Journal of Business & Economic Statistics, American Statistical Association, vol. 12(3), pages 309-316, July.
    19. Karen Wong & Wai Cheong Shum, 2010. "Exchange-traded funds in bullish and bearish markets," Applied Economics Letters, Taylor & Francis Journals, vol. 17(16), pages 1615-1624.
    20. Justice Matarutse, 2014. "Volatility characteristics of stocks underlying Exchange Traded Funds in South Africa," Journal of Economics and Behavioral Studies, AMH International, vol. 6(10), pages 829-839.
    21. Gerasimos Georgiou Rompotis, 2010. "Does premium impact Exchange-Traded Funds’ returns? Evidence from iShares," Journal of Asset Management, Palgrave Macmillan, vol. 11(4), pages 298-308, October.
    22. Ching-Chung Lin & Min-Hsien Chiang, 2005. "Volatility effect of ETFs on the constituents of the underlying Taiwan 50 Index," Applied Financial Economics, Taylor & Francis Journals, vol. 15(18), pages 1315-1322.
    23. Hamilton, James D, 1989. "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle," Econometrica, Econometric Society, vol. 57(2), pages 357-384, March.
    24. Mikica Drenovak & Branko Urošević & Ranko Jelic, 2014. "European Bond ETFs: Tracking Errors and the Sovereign Debt Crisis," European Financial Management, European Financial Management Association, vol. 20(5), pages 958-994, November.
    25. Elton, Edwin J. & Gruber, Martin J. & de Souza, Andre, 2019. "Passive mutual funds and ETFs: Performance and comparison," Journal of Banking & Finance, Elsevier, vol. 106(C), pages 265-275.
    26. Louis R. Piccotti, 2018. "ETF Premiums and Liquidity Segmentation," The Financial Review, Eastern Finance Association, vol. 53(1), pages 117-152, February.
    27. Rudolf, Markus & Wolter, Hans-Jurgen & Zimmermann, Heinz, 1999. "A linear model for tracking error minimization," Journal of Banking & Finance, Elsevier, vol. 23(1), pages 85-103, January.
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    Cited by:

    1. Damien Kunjal, 2022. "Evaluating the Liquidity Response of South African Exchange-Traded Funds to Country Risk Effects," Economies, MDPI, vol. 10(6), pages 1-20, June.
    2. Damien Kunjal & Faeezah Peerbhai & Paul-Francois Muzindutsi, 2022. "Political, economic, and financial country risks and the volatility of the South African Exchange Traded Fund market: A GARCH-MIDAS approach," Risk Management, Palgrave Macmillan, vol. 24(3), pages 236-258, September.
    3. Priya Malhotra & Pankaj Sinha, 2023. "Exchange-traded Funds in India Amid COVID-19 Crisis: An Empirical Analysis of the Performance," Metamorphosis: A Journal of Management Research, , vol. 22(1), pages 38-54, June.

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    More about this item

    Keywords

    Benchmark index; Exchange-traded funds; Market regimes; Tracking error;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions

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