IDEAS home Printed from https://ideas.repec.org/a/ers/ijebaa/vviiiy2020i2p501-520.html
   My bibliography  Save this article

Long-Term, Short-Term and Time-Varying Profitability of Reversals: The Role of Market State and Volatility

Author

Listed:
  • Ali Fayyaz Munir
  • Shahrin Saaid Shaharuddin
  • Mohd Edil Abd. Sukor

Abstract

Purpose: The purpose of this paper is to investigate the various patterns of contrarian trading strategy that can generate superior returns for retail investors in Pakistan Stock Exchange (PSX). Design/Methodology/Approach: To examine the long-term and short-term pattern of contrarian anomaly, the study adopts the buy-and-hold method and j-k overlapping portfolio formation procedure of Jegadeesh and Titman with slight modifications. Moreover, the study is also carried out to investigate the relation between the performance of contrarian portfolios and several market conditions to further test if the time-varying contrarian effects are context-dependent. Findings: The study findings suggest the existence of both long-term and short-term reversal effects that vary over time. Interestingly, the contrarian strategies yield higher returns during crisis periods, negative market state and higher market volatility. We show that short-term reversals, thus the payoffs to contrarian strategy, are predictable with market state which is found to be the primary predictor. The overall findings of this research lend partial support to the Adaptive Market Hypothesis (AMH) which claims that the changed stock market conditions are the main causes of time-varying behavior of market efficiency. Practical Implications: The existing literature reveals that the unchecked stock market intermediaries in PSX artificially manipulate the stock prices and earn abnormal returns at the expense of momentum or uninformed investors. The current research enables the policy makers and regulators to understand why emerging equity markets fail due to manipulations and how unsheltered investors can survive under the weak governing environment. Originality/Value: This study contributes to the existing literature on asset pricing by innovating various ways of excess returns based on contrarian trading strategy. In addition, our work contributes to the literature on the AMH by testing the impact of several stock market conditions on the time-varying profitability of contrarian strategy. There is a dearth of literature on the conditioning impact of various market states on the time-varying behavior of trading strategies in emerging markets.

Suggested Citation

  • Ali Fayyaz Munir & Shahrin Saaid Shaharuddin & Mohd Edil Abd. Sukor, 2020. "Long-Term, Short-Term and Time-Varying Profitability of Reversals: The Role of Market State and Volatility," International Journal of Economics & Business Administration (IJEBA), International Journal of Economics & Business Administration (IJEBA), vol. 0(2), pages 501-520.
  • Handle: RePEc:ers:ijebaa:v:viii:y:2020:i:2:p:501-520
    as

    Download full text from publisher

    File URL: https://www.ijeba.com/journal/478/download
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Edward Glaeser & Simon Johnson & Andrei Shleifer, 2001. "Coase Versus the Coasians," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(3), pages 853-899.
    2. Stuart Locke & Kartick Gupta, 2009. "Applicability of Contrarian Strategy in the Bombay Stock Exchange," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 8(2), pages 165-189, May.
    3. Rafael La Porta & Florencio Lopez‐De‐Silanes & Andrei Shleifer, 2006. "What Works in Securities Laws?," Journal of Finance, American Finance Association, vol. 61(1), pages 1-32, February.
    4. Andrew W. Lo, A. Craig MacKinlay, 1988. "Stock Market Prices do not Follow Random Walks: Evidence from a Simple Specification Test," The Review of Financial Studies, Society for Financial Studies, vol. 1(1), pages 41-66.
    5. Shai Bernstein & Josh Lerner & Antoinette Schoar, 2013. "The Investment Strategies of Sovereign Wealth Funds," Journal of Economic Perspectives, American Economic Association, vol. 27(2), pages 219-238, Spring.
    6. Luis Muga & Rafael Santamaría, 2007. "The Momentum Effect in Latin American Emerging Markets," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 43(4), pages 24-45, August.
    7. Hong-Yi Chen & Cheng Few Lee & Wei-Kang Shih, 2020. "Technical, Fundamental, and Combined Information for Separating Winners from Losers," World Scientific Book Chapters, in: Cheng Few Lee & John C Lee (ed.), HANDBOOK OF FINANCIAL ECONOMETRICS, MATHEMATICS, STATISTICS, AND MACHINE LEARNING, chapter 95, pages 3319-3365, World Scientific Publishing Co. Pte. Ltd..
    8. Azad, A.S.M. Sohel & Azmat, Saad & Fang, Victor & Edirisuriya, Piyadasa, 2014. "Unchecked manipulations, price–volume relationship and market efficiency: Evidence from emerging markets," Research in International Business and Finance, Elsevier, vol. 30(C), pages 51-71.
    9. Harvey, Campbell R, 1995. "Predictable Risk and Returns in Emerging Markets," The Review of Financial Studies, Society for Financial Studies, vol. 8(3), pages 773-816.
    10. Huang, Dayong, 2006. "Market states and international momentum strategies," The Quarterly Review of Economics and Finance, Elsevier, vol. 46(3), pages 437-446, July.
    11. Eugene F. Fama & Kenneth R. French, 2008. "Dissecting Anomalies," Journal of Finance, American Finance Association, vol. 63(4), pages 1653-1678, August.
    12. Eleftherios Thalassinos & Theodoros Kyriazidis & John Thalassinos, 2006. "The Greek Capital Market: Caught in Between Poor Corporate Governance and Market Inefficiency," European Research Studies Journal, European Research Studies Journal, vol. 0(1-2), pages 3-24.
    13. Hameed, Allaudeen & Ting, Serena, 2000. "Trading volume and short-horizon contrarian profits: Evidence from the Malaysian market," Pacific-Basin Finance Journal, Elsevier, vol. 8(1), pages 67-84, March.
    14. Eleftherios I. Thalassinos & Erginbay Ugurlu & Yusuf Muratoglu, 2015. "Comparison of Forecasting Volatility in the Czech Republic Stock Market," Applied Economics and Finance, Redfame publishing, vol. 2(1), pages 11-18, February.
    15. Yu, Lin & Fung, Hung-Gay & Leung, Wai Kin, 2019. "Momentum or contrarian trading strategy: Which one works better in the Chinese stock market," International Review of Economics & Finance, Elsevier, vol. 62(C), pages 87-105.
    16. Shiller, Robert J, 1990. "Market Volatility and Investor Behavior," American Economic Review, American Economic Association, vol. 80(2), pages 58-62, May.
    17. Fama, Eugene F. & French, Kenneth R., 2012. "Size, value, and momentum in international stock returns," Journal of Financial Economics, Elsevier, vol. 105(3), pages 457-472.
    18. Michael J. Cooper & Roberto C. Gutierrez & Allaudeen Hameed, 2004. "Market States and Momentum," Journal of Finance, American Finance Association, vol. 59(3), pages 1345-1365, June.
    19. Burton G. Malkiel, 2003. "The Efficient Market Hypothesis and Its Critics," Journal of Economic Perspectives, American Economic Association, vol. 17(1), pages 59-82, Winter.
    20. Urquhart, Andrew & McGroarty, Frank, 2014. "Calendar effects, market conditions and the Adaptive Market Hypothesis: Evidence from long-run U.S. data," International Review of Financial Analysis, Elsevier, vol. 35(C), pages 154-166.
    21. John M. Griffin & Xiuqing Ji & J. Spencer Martin, 2003. "Momentum Investing and Business Cycle Risk: Evidence from Pole to Pole," Journal of Finance, American Finance Association, vol. 58(6), pages 2515-2547, December.
    22. De Bondt, Werner F M & Thaler, Richard H, 1987. "Further Evidence on Investor Overreaction and Stock Market Seasonalit y," Journal of Finance, American Finance Association, vol. 42(3), pages 557-581, July.
    23. Burton G. Malkiel, 2003. "The Efficient Market Hypothesis and Its Critics," Working Papers 111, Princeton University, Department of Economics, Center for Economic Policy Studies..
    24. K. Geert Rouwenhorst, 1999. "Local Return Factors and Turnover in Emerging Stock Markets," Journal of Finance, American Finance Association, vol. 54(4), pages 1439-1464, August.
    25. Burton G. Malkiel, 2003. "The Efficient Market Hypothesis and Its Critics," Working Papers 111, Princeton University, Department of Economics, Center for Economic Policy Studies..
    26. Wang, Kevin Q. & Xu, Jianguo, 2015. "Market volatility and momentum," Journal of Empirical Finance, Elsevier, vol. 30(C), pages 79-91.
    27. Grinblatt, Mark & Moskowitz, Tobias J., 2004. "Predicting stock price movements from past returns: the role of consistency and tax-loss selling," Journal of Financial Economics, Elsevier, vol. 71(3), pages 541-579, March.
    28. Grundy, Bruce D & Martin, J Spencer, 2001. "Understanding the Nature of the Risks and the," Review of Financial Studies, Society for Financial Studies, vol. 14(1), pages 29-78.
    29. Parhizgari, A.M. & Nguyen, D., 2008. "ADRs under momentum and contrarian strategies," Global Finance Journal, Elsevier, vol. 19(2), pages 102-122.
    30. Andy C.W. Chui & Sheridan Titman & K.C. John Wei, 2010. "Individualism and Momentum around the World," Journal of Finance, American Finance Association, vol. 65(1), pages 361-392, February.
    31. Minh Phuong Doan & Vitali Alexeev & Robert Brooks, 2016. "Concurrent momentum and contrarian strategies in the Australian stock market," Australian Journal of Management, Australian School of Business, vol. 41(1), pages 77-106, February.
    32. Khwaja, Asim Ijaz & Mian, Atif, 2005. "Unchecked intermediaries: Price manipulation in an emerging stock market," Journal of Financial Economics, Elsevier, vol. 78(1), pages 203-241, October.
    33. De Bondt, Werner F M & Thaler, Richard, 1985. "Does the Stock Market Overreact?," Journal of Finance, American Finance Association, vol. 40(3), pages 793-805, July.
    34. repec:pri:cepsud:91malkiel is not listed on IDEAS
    35. Adam Clements & Michael E. Drew & Evan M. Reedman, 2007. "The Death of the Overreaction Anomaly? A Multifactor Explanation of Contrarian Returns," School of Economics and Finance Discussion Papers and Working Papers Series 219, School of Economics and Finance, Queensland University of Technology.
    36. Ramiah, Vikash & Cheng, Ka Yeung & Orriols, Julien & Naughton, Tony & Hallahan, Terrence, 2011. "Contrarian investment strategies work better for dually-traded stocks: Evidence from Hong Kong," Pacific-Basin Finance Journal, Elsevier, vol. 19(1), pages 140-156, January.
    37. de Haan, Leo & Kakes, Jan, 2011. "Momentum or contrarian investment strategies: Evidence from Dutch institutional investors," Journal of Banking & Finance, Elsevier, vol. 35(9), pages 2245-2251, September.
    38. Clifford S. Asness & Tobias J. Moskowitz & Lasse Heje Pedersen, 2013. "Value and Momentum Everywhere," Journal of Finance, American Finance Association, vol. 68(3), pages 929-985, June.
    39. Jonathan Lewellen, 2002. "Momentum and Autocorrelation in Stock Returns," Review of Financial Studies, Society for Financial Studies, vol. 15(2), pages 533-564, March.
    40. Conrad, Jennifer & Kaul, Gautam, 1993. "Long-Term Market Overreaction or Biases in Computed Returns?," Journal of Finance, American Finance Association, vol. 48(1), pages 39-63, March.
    41. van der Hart, Jaap & Slagter, Erica & van Dijk, Dick, 2003. "Stock selection strategies in emerging markets," Journal of Empirical Finance, Elsevier, vol. 10(1-2), pages 105-132, February.
    42. Eleftherios Thalassinos & Pantelis E. Thalassinos, 2006. "Stock Markets' Integration Analysis," European Research Studies Journal, European Research Studies Journal, vol. 0(3-4), pages 3-14.
    43. Jegadeesh, Narasimhan & Titman, Sheridan, 1993. "Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency," Journal of Finance, American Finance Association, vol. 48(1), pages 65-91, March.
    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. Ali Fayyaz Munir & Shahrin Saaid Shaharuddin & Mohd Edil Abd Sukor & Mohamed Albaity & Izlin Ismail, 2021. "Financial liberalization and the behavior of reversals in emerging market economies," International Journal of Emerging Markets, Emerald Group Publishing Limited, vol. 17(6), pages 1565-1582, January.
    2. Ali Fayyaz Munir & Mohd Edil Abd. Sukor & Shahrin Saaid Shaharuddin, 2022. "Adaptive Market Hypothesis and Time-varying Contrarian Effect: Evidence From Emerging Stock Markets of South Asia," SAGE Open, , vol. 12(1), pages 21582440211, January.

    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. Ali Fayyaz Munir & Mohd Edil Abd. Sukor & Shahrin Saaid Shaharuddin, 2022. "Adaptive Market Hypothesis and Time-varying Contrarian Effect: Evidence From Emerging Stock Markets of South Asia," SAGE Open, , vol. 12(1), pages 21582440211, January.
    2. Adam Zaremba & Jacob Koby Shemer, 2018. "Price-Based Investment Strategies," Springer Books, Springer, number 978-3-319-91530-2, June.
    3. Shah Saeed Hassan Chowdhury & Rashida Sharmin & M Arifur Rahman, 2019. "Presence and Sources of Contrarian Profits in the Bangladesh Stock Market," Global Business Review, International Management Institute, vol. 20(1), pages 84-104, February.
    4. Demirer, Rıza & Yuksel, Asli & Yuksel, Aydin, 2017. "Flight to quality and the predictability of reversals: The role of market states and global factors," Research in International Business and Finance, Elsevier, vol. 42(C), pages 1445-1454.
    5. Supriya Maheshwari & Raj S. Dhankar, 2017. "Profitability of Volume-based Momentum and Contrarian Strategies in the Indian Stock Market," Global Business Review, International Management Institute, vol. 18(4), pages 974-992, August.
    6. Supriya Maheshwari & Raj S. Dhankar, 2018. "Market State and Investment Strategies: Evidence from the Indian Stock Market," IIM Kozhikode Society & Management Review, , vol. 7(2), pages 154-170, July.
    7. Gao, Ya & Han, Xing & Li, Youwei & Xiong, Xiong, 2021. "Investor heterogeneity and momentum-based trading strategies in China," International Review of Financial Analysis, Elsevier, vol. 74(C).
    8. Simarjeet Singh & Nidhi Walia, 2022. "Momentum investing: a systematic literature review and bibliometric analysis," Management Review Quarterly, Springer, vol. 72(1), pages 87-113, February.
    9. Cakici, Nusret & Zaremba, Adam, 2023. "Recency bias and the cross-section of international stock returns," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 84(C).
    10. Gao, Ya & Guo, Bin & Xiong, Xiong, 2021. "Signed momentum in the Chinese stock market," Pacific-Basin Finance Journal, Elsevier, vol. 68(C).
    11. Faten Zoghlami, 2013. "Attempt to resolve the momentum effect enigma: Proposition of investors’ progressive rationality," Journal of Asset Management, Palgrave Macmillan, vol. 14(4), pages 255-266, August.
    12. Cakici, Nusret & Tan, Sinan, 2014. "Size, value, and momentum in developed country equity returns: Macroeconomic and liquidity exposures," Journal of International Money and Finance, Elsevier, vol. 44(C), pages 179-209.
    13. Chen Su, 2021. "A comprehensive investigation into style momentum strategies in China," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 35(1), pages 101-144, March.
    14. Cakici, Nusret & Tang, Yi & Yan, An, 2016. "Do the size, value, and momentum factors drive stock returns in emerging markets?," Journal of International Money and Finance, Elsevier, vol. 69(C), pages 179-204.
    15. Martin H. Schmidt, 2017. "Trading strategies based on past returns: evidence from Germany," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 31(2), pages 201-256, May.
    16. Mostafa Saidur Rahim Khan, 2017. "Market States and Momentum: Evidence from the Dhaka Stock Exchange," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 20(02), pages 1-19, June.
    17. Amit Goyal, 2012. "Empirical cross-sectional asset pricing: a survey," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 26(1), pages 3-38, March.
    18. Baltzer, Markus & Jank, Stephan & Smajlbegovic, Esad, 2019. "Who trades on momentum?," Journal of Financial Markets, Elsevier, vol. 42(C), pages 56-74.
    19. Thomas Holtfort, 2019. "From standard to evolutionary finance: a literature survey," Management Review Quarterly, Springer, vol. 69(2), pages 207-232, June.
    20. Bartram, Söhnke M. & Grinblatt, Mark, 2021. "Global market inefficiencies," Journal of Financial Economics, Elsevier, vol. 139(1), pages 234-259.

    More about this item

    Keywords

    Emerging markets; contrarian theory; contrarian payoffs; EMH; AMH; market hypotheses.;
    All these keywords.

    JEL classification:

    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

    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:ers:ijebaa:v:viii:y:2020:i:2:p:501-520. 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: Marios Agiomavritis (email available below). General contact details of provider: https://ijeba.com/ .

    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.