Momentum Effects and Pakistan Stocks Exchange

  • Aftab Hussain Tabasam
  • Lubna Jamil
  • Muhammad Nadeem Khan
  • Aadil Farooq Khan
Keywords: Momentum effects, CAPM, Carthart four-factor model, Systematic risk, Manager performance

Abstract

This article employs 25 momentum techniques to analyze the momentum impacts using a sample of 466 non-financial enterprises from the Pakistan Stock Exchange for the years 2007 to 2017. CAPM and the Carthart four-factor model were also used to examine risk factors in this article. The Carthart four factor model results demonstrate a strong relationship between risk and returns due to systematic risk, and the positive and statistically highly significant coefficient of size factor (SMB) suggests that small minus big stocks are responsible for the returns of a portfolio. In contrast, the negative and very significant coefficient of factors (HML) and momentum factors (MOM) imply that the momentum and HML factor perfectly negatively explains the dependent variable and that the momentum profits are almost nonexistent. Furthermore, it is concluded that Carhart models are able to define variation in stock return for above given factors and are appropriate for Pakistan stock exchange.
The results of the monthly 25 short-term momentum strategies and the 16 long-term strategies show that there is no momentum in Pakistani stock. Furthermore, this article discovered that only one-third of strategies and six out of nine create anomalous returns. These returns are caused, respectively, by systematic risk and manager performance. This analysis came to the conclusion that there are no momentum effects present in the Pakistan stock exchange, according to all momentum portfolios. According to this report, investors shouldn't use momentum tactics to make investments in Pakistan's capital market. According to this article, the sample size should be enlarged, and daily stock, bond, and commodity data should be used to review the momentum effects. Furthermore, contrarian momentums as well as early and late stage momentum strategies should apply in order to see the existence and robustness of momentum.

References

Abourachid, H., Kubo, A., & Orbach, S. (2017). Momentum strategies in European equity markets: Perspectives on the recent financial and European debt crises. Finance Research Letters, 23, 147-151. https://doi.org/10.1016/j.frl.2017.05.013.

Aggarwal, N., & Gupta, M. (2017). Can Small Investors Gain from Momentum Trading in India: An Empirical Investigation. Journal of Commerce and Accounting Research, 6(1), 1.

Ali, A., Ahmad, S., & Saeed, I. (2018). Ethical leadership and organizational citizenship behavior: mediating role of organizational justice: A case study of education sector. Abasyn University Journal of Social Sciences, 11(2), 386-399.

Burki, F. N., Khan, N. U., & Saeed, I. (2020). The impact of job stress on turnover intentions-the moderating role of emotional intelligence. NICE Research Journal 6(1), 100-121. https://doi.org/10.51239/nrjss.v0i0.157.

Campbell, J. Y., Lo, A. W., & MacKinlay, A. C. (1997).The Econometrics of financial markets.macroeconomic dynamics . Princeton: Princeton University Press. https://doi.org/10.1515/9781400830213.

Carhart, M. M. (1997). On Persistence in Mutual Fund Performance.Journal of Finance, 52(1), 57- 82. https://doi.org/10.1111/j.1540-6261.1997.tb03808.x.

Fama, E. F. (1965a). Random walks in stock market prices. Financial Analysts Journal, 51(1), 75-80. https://doi.org/10.2469/faj.v51.n1.1861.

Fama, E. F. (1970). Efficient capital markets: A review of theory and empirical work. The Journal of Finance, 25(2), 383-417. https://doi.org/10.1111/j.1540-6261.1970.tb00518.x.

Fama, E. F., & French, K. R. (2007).The anatomy of value and growth stock returns. Financial Analysts Journal, 63(6), 44-54. https://doi.org/10.2469/faj.v63.n6.4926.

Fama, E. F., and K. R. French.(1993). Common risk factors in the returns on stocks and bonds. Journal of Financial Economics, 33(1), 3-56. https://doi.org/10.1016/0304-405X(93)90023-5.

Fama, E. F., French, K. R., Booth, D. G., &Sinquefield, R. (1993).Differences in the risks and returns of NYSE and NASD stocks. Financial Analysts Journal, 49(1), 37-41. https://doi.org/10.2469/faj.v49.n1.37.

Farid, T., Iqbal, S., Saeed, I., Irfan, S., & Akhtar, T. (2021). Impact of supportive leadership during Covid-19 on nurses' well-being: The mediating role of psychological capital. Frontiers in Psychology, 12, 1-11. https://doi.org/10.3389/fpsyg.2021.695091.

Fatima, T., Majeed, M., & Saeed, I. (2017). Does participative leadership promote innovative work behavior: The moderated mediation model. Business & Economic Review, 9(4), 139-156. https://doi.org/10.22547/BER/9.4.7.

Gharaibeh, O. (2017). Strong and weak price momentum components: Evidence from 10 arabic market indices. International Journal of Academic Research in Accounting, Finance and Management Sciences, 7(1), 151-161.https://doi.org/10.6007/IJARAFMS/v7-i1/2591.

Griffin, J. M., Ji, X., & Martin, J. S. (2005).Global momentum strategies. Journal of Portfolio Management, 31(2), 23-39. https://doi.org/10.3905/jpm.2005.470576.

Gul, S., Ali, A., & Saeed, I. (2021). Revisiting Organizational Justice and Employees Job Satisfaction: A Stakeholders Perspectiveof NGOs In Khyber Pakhtunkhwa. Journal of Managerial Sciences, 15.

Habib-Ur-Rahman, & Mohsin, H. M. (2012). Momentum effect: empirical evidence from Karachi stock exchange. The Pakistan Development Review, 449-461 https://doi.org/10.30541/v51i4IIpp.449-462.

Herberger, T. A., Horn, M., & Oehler, A. Are intraday reversal and momentum trading strategies feasible? An analysis for German blue chip stocks. Financial Markets and Portfolio Management, 1-19.

Hu, J. W. S., & Chen, Y. C. (2011). The performance of momentum investment strategies: An international examination of stock markets. International Journal of Management, 28(4), 165.

Hurn, S., & Pavlov, V. (2003). Momentum in Australian stock returns. Australian Journal of Management, 28(2), 141-155. https://doi.org/10.1177/031289620302800202.

Hussaini, Mussa & Shafaee, Mohammad &Garang, Aweng Peter. (2016). An Investigation on Existence of Momentum in the Stock Exchange of Thailand. Modern Economy 07. 327-335. https://doi.org/10.4236/me.2016.73036.

Jegadeesh, N. 1990.Evidence of Predictable Behavior of Security Returns. The Journal of Finance,45 (3): 881-898. https://doi.org/10.1111/j.1540-6261.1990.tb05110.x.

Jegadeesh, N., and S. Titman.(1993). Returns to buying winners and selling losers: Implications for stock market efficiency. The Journal of Finance. 48(1): 65-91. https://doi.org/10.1111/j.1540-6261.1993.tb04702.x

Jegadeesh, N., and Titman, S. (2001). "Profitability of momentum strategies: an evaluation of alternative explanations," Journal of Finance, Vol. 56(2) No., 699-720. https://doi.org/10.1111/0022-1082.00342.

Khan, J., Saeed, I., Ali, A., & Nisar, H. G. (2021). The Mediating role of emotional exhaustion in the relationship between abusive supervision and employee cyberloafing behaviour. Journal of Management and Research 8(1), 160-178.

Khan, S., Siddiqui, M. F., & Khan, S. U. (2016). Momentum strategies and karachi stock exchange. Saarbrü cken, Germany: Lap Lambert Academic Publishing.

Khan, T. I., Kaewsaeng-on, R., & Saeed, I. (2019). Impact of workload on innovative performance: Moderating role of extrovert. Humanities & Social Sciences Reviews, 7(5), 123-133. https://doi.org/10.18510/hssr.2019.7516.

Nadeem, Q., Saeed, I., & Gul, H. (2020). Effect of Destructive Leadership on Workplace Deviance and Interpersonal Deviance: Mediating Role of Emotional Exhaustion. International Journal of Business and Economic Affairs, 5(5), 256-271. https://doi.org/10.24088/IJBEA-2020-55005.

Petr, P., & Abdullah, E. (2012). Momentum strategy and Bombay stock Exchange. Modern Economy: Problems, Trends, Prospects, 7, 1-21.

Rasheed, S., Saood, U., Alam, W., & Ullah, M. I. (2019). Momentum Effect in Stock Market: Empirical Evidence from Pakistan Stock Exchange. Abasyn University Journal of Social Sciences, 12(1), 12-20. https://doi.org/10.34091/AJSS.12.1.02

Rouwenhorst, K. G. (1998). International momentum strategies. The Journal of Finance, 53(1), 267-284. https://doi.org/10.1111/0022-1082.95722.

Rouwenhorst, K. G. (1999). Local return factors and turnover in emerging stock markets. The Journal of Finance, 54(4), 1439-1464. https://doi.org/10.1111/0022-1082.00151.

Spulbar, C., Imran, Z. A., & Birau, R. (2019). Analyzing Short Term Momentum Effect on Stock Market of Hong Kong.An Empirical Case Study. Ovidius University Annals, Economic Sciences Series, 19(2), 889-894

Subrahmanyam, A. (2018). Equity market momentum: A synthesis of the literature and suggestions for future work. Pacific-Basin Finance Journal, 51, 291-296. https://doi.org/10.1016/j.pacfin.2018.08.004.

Trigilia, G., & Wang, P. (2019). Momentum, Echo and Predictability: Evidence from the London Stock Exchange (1820-1930). Available at https://bit.ly/2Hw4Wbw.

Ullah, R., Zada, M., Saeed, I., Khan, J., Shahbaz, M., Vega-Mu-oz, A., & Salazar-Sepú lveda, G. (2021). Have you heard that-"GOSSIP"? Gossip spreads rapidly and influences broadly. International Journal of Environmental Research and Public Health, 18(24), 13389. https://doi.org/10.3390/ijerph182413389.

Vas, A., and Absalonsen, K. (2014). The momentum effect-An empirical study of the Oslo Stock Exchange (Master's thesis), Copenhagen Business School, Frederiksberg, Denmark.

Vo, X. V., & Truong, Q. B. (2018). Does momentum work? Evidence from Vietnam stock market. Journal of Behavioral and Experimental Finance, 17, 10-15. https://doi.org/10.1016/j.jbef.2017.12.002.

Yang, S., & Li, T. (2017, June). The momentum effect of Chinese Stock market based on market expansion. In 2017 International Conference on Service Systems and Service Management, Dalian, China.

Zaremba, A. (2018). The momentum effect in country-level stock market anomalies. Economic Research Ekonomskaistraživanja, 31(1), 703-721. https://doi.org/10.1080/1331677X.2018.1441045.

Zia, S. Y., Saeed, I., & Khan, N. U. (2018). Moderating role of emotional intelligence in conflict resolution strategies and organizational citizenship behavior. The Journal of Humanities and Social Sciences, 26(1), 63-63.

Published
2022-07-28
How to Cite
Aftab Hussain Tabasam, Lubna Jamil, Muhammad Nadeem Khan, & Aadil Farooq Khan. (2022). Momentum Effects and Pakistan Stocks Exchange. Journal of Management Practices, Humanities and Social Sciences, 6(4), 30-43. https://doi.org/10.33152/jmphss-6.4.4
Section
Articles