Ramadan effect on sectoral herding

Main Article Content

Mohammad Kamel Elshqirat
صندلی اداری

Abstract

One variable that affects stocks prices in the financial markets is herding behavior. As the level of herding is not constant over time, its level may be different during some events. Herding may increase during religious events like Ramadan in the Muslim world causing volatility to increase and leading to unexplained stock prices. The purpose of this study was to test the effect of Ramadan on herding presence at market and sector levels. The study was based on the behavioral finance theory which considers mood and behavior of investors as variables that may affect the prices of stocks. The enquiry that the researcher tried to answer was whether the presence of herding in the market and sectors is affected by Ramadan. To achieve the study purpose, a quantitative study was conducted using daily data from Amman stock exchange for the period from 2000 to 2018. Collected data were analyzed using ordinary least squares (OLS) method. The Results of market-level analysis showed that market investors do not herd during and out of Ramadan. At sector-level, however, herding is absent during Ramadan and exists out of it in services and industrial sectors while it's absent in both times in the financial sector. 

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Author Biography

Mohammad Kamel Elshqirat, School of management, Walden University

I graduated from Walden University, U.S.A. with a Ph.D. degree in management / specialization: Finance. In addition, I have three professional certificates: certified internal auditor (CIA), certified forensic investigation professional (CFIP), and a certificate in global financial compliance issued by the chartered institute of securities and investment (CISI). My research interests include financial markets, asset pricing, Islamic finance, behavioral finance, and accounting standards.

References

AKINSOMI, O.; COSKUN, Y.; GUPTA, R. (2018) Analysis of herding in REITs of an emerging market: the case of Turkey. Journal of Real Estate Portfolio Management, v. 24, n. 1, p. 65-81. Available: https://aresjournals.org/loi/repm. Access: 20th June, 2019.

AL-HAJIEH, H.; REDHEAD, K.; RODGERS, T. (2011) Investor sentiment and calendar anomaly effects: A case study of the impact of Ramadan on Islamic Middle Eastern markets. Research in International Business and Finance, v. 25, n. 3, p. 345-356. DOI: 10.1016/j.ribaf.2011.03.004

AL-SHBOUL, M. (2012) Asymmetric effects and the herd behavior in the Australian equity market. International Journal of Business and Management, v. 7, n. 7, p. 121-140. DOI: 10.5539/ijbm.v7n7p121

ANDREU, L.; GARGALLO, P.; SALVADOR, M.; SARTO, J. L. (2015) Bayesian analysis of herding behaviour: an application to Spanish equity mutual funds. Applied Stochastic Models in Business and Industry, v. 31, n. 6, p. 745-761. DOI: 10.1002/asmb.2087

BAKAR, S.; YI, A. N. C. (2016) The impact of psychological factors on investors’ decision making in Malaysian stock market: a case of Klang Valley and Pahang. Procedia Economics and Finance, v. 35, p. 319-328. DOI: 10.1016/S2212-5671(16)00040-X

BENSAÏDA, A. (2017) Herding effect on idiosyncratic volatility in US industries. Finance Research Letters, v. 23, p. 121-132. DOI: 10.1016/j.frl.2017.03.001

BIAŁKOWSKI, J.; ETEBARI, A.; WISNIEWSKI, T. P. (2012) Fast profits: Investor sentiment and stock returns during Ramadan. Journal of Banking & Finance, v. 36, n. 3, p. 835-845. DOI: 10.1016/j.jbankfin.2011.09.014

BIKHCHANDANI, S.; SHARMA, S. (2000) Herd behavior in financial markets. IMF Staff papers, v. 47, n. 3, p. 279-310. DOI: 10.2139/ssrn.228343

CAKAN, E.; BALAGYOZYAN, A. (2016) Sectoral herding: Evidence from an emerging market. Journal of Accounting and Finance,v. 16, n. 4, p. 87-99. Available: http://www.na-businesspress.com/jafopen.html. Access: 22th June, 2019.

CANDRANINGRAT, I. R. (2018) Analysis of herding behavior in the Indonesian capital stock market. In: 1st ACEH GLOBAL CONFERENCE, INDONESIA, 2018. DOI: 10.2991/agc-18.2019.59

CHANG, E. C.; CHENG, J. W.; KHORANA, A. (2000) An examination of herd behavior in equity markets: An international perspective. Journal of Banking & Finance, v. 24. n. 10, p. 1651-1679. DOI: 10.1016/S0378-4266(99)00096-5

CHIANG, T. C.; LI, J.; TAN, L.; NELLING, E. (2013) Dynamic herding behavior in Pacific-Basin markets: Evidence and implications. Multinational Finance Journal, v. 17, n. 3/4, p. 165-200. DOI: 10.17578/17-3/4-3

CHOI, N.; SIAS, R. W. (2009) Institutional industry herding. Journal of Financial Economics, v. 94, n. 3, p. 469-491. DOI: 10.1016/j.jfineco.2008.12.009

DEMIR, N.; SOLAKOGLU, M. N. (2016) Herding in middle eastern frontier markets: Are local and global factors important?, in P. ANDRIKOPOULOS, G. N. GREGORIOU, V. KALLINTERAKIS (Eds.), Handbook of frontier markets. Cambridge, MA: Academic Press, p. 3-17.

DICLE, M. F.; LEVENDIS, J. D. (2014) The day-of-the-week effect revisited: international evidence. Journal of Economics and Finance, v. 38, n. 3, p. 407-437. DOI: 10.1007/s12197-011-9223-6

DUTTA, A.; GAHAN, P.; PANDA, S. K. (2016) Evidences of herding behaviour in the Indian stock market. Vilakshan: The XIMB Journal of Management, v. 13, n. 2, p. 23-40. Available: https://www.xub.edu.in/XUB-JOURNALS/xub-journals-Vilakshan.html. Access: 21th June, 2019.

EASTERDAY, K. E.; SEN, P. K. (2016) Is the January effect rational? Insights from the accounting valuation model. The quarterly review of economics and finance, v. 59, p. 168-185. DOI: 10.1016/j.qref.2015.05.001

ELSHQIRAT, M. (2019) Testing sectoral herding in the Jordanian stock market. International Business Research, v. 12, n. 8, p. 88-106. DOI: 10.5539/ibr.v12n8p88

ERDENETSOGT, A.; KALLINTERAKIS, V. (2016) Investors’ herding in frontier markets: Evidence from Mongolia, in P. ANDRIKOPOULOS, G. N. GREGORIOU, V. KALLINTERAKIS (Eds.), Handbook of Frontier Markets, p. 233-249. DOI: 10.1016/B978-0-12-803776-8.00012-4

GALARIOTIS, E. C.; RONG, W.; SPYROU, S. I. (2015) Herding on fundamental information: A comparative study. Journal of Banking & Finance, v. 50, p. 589-598. DOI: 10.1016/j.jbankfin.2014.03.014

GAVRIILIDIS, K.; KALLINTERAKIS, V.; TSALAVOUTAS, I. (2016) Investor mood, herding and the Ramadan effect. Journal of Economic Behavior & Organization, v. 132, p. 23-38. DOI: 10.1016/j.jebo.2015.09.018

HAMMAMI, H.; BOUJELBENE, Y. (2015) Investor herding behavior and its effect on stock market boom-bust cycles. IUP Journal of Applied Finance, v. 21, n. 1, p. 38-53. Available: https://iupindia.in/Applied_Finance.asp. Access: 21th June, 2019.

HOLMES, P.; KALLINTERAKIS, V.; FERREIRA, M. L. (2013) Herding in a concentrated market: a question of intent. European Financial Management, v. 19, n. 3, p. 497-520. DOI: 10.1111/j.1468-036X.2010.00592.x

INDĀRS, E. R.; SAVIN, A.; LUBLÓY, Á. (2019) Herding behaviour in an emerging market: Evidence from the Moscow Exchange. Emerging Markets Review, v. 38, p. 468-487. DOI: 10.1016/j.ememar.2018.12.002

IRSHAD, H.; TAIB, H. M. (2017) Calendar anomalies: Review of literature. Journal of Advances in Humanities and Social Sciences, v. 3, n. 6, p. 303-310. DOI: 10.20474/jahss-3.6.2

KAPLANSKI, G.; LEVY, H. (2012) The holiday and yom kippur war sentiment effects: the Tel Aviv Stock Exchange (TASE). Quantitative Finance, v. 12, n. 8, p. 1283-1298. DOI: 10.1080/14697688.2010.504225

KHAN, K.; NASIR, M. A.; ROSSI, M. (2017) The calendar anomalies on performance and volatility of stock market: the effects of Ramadan on Karachi stock exchange. Global Business and Economics Review, v. 19, n. 1, p. 54-69. DOI: 10.1504/gber.2017.10000917

KREMER, S.; NAUTZ, D. (2013) Short-term Herding of Institutional Traders: New Evidence from the German Stock Market. European Financial Management, v. 19, n. 4, p. 730-746. DOI: 10.1111/j.1468-036X.2011.00607.x

LAI, Y. W.; WINDAWATI, A. (2017) Risk, return, and liquidity during Ramadan: Evidence from Indonesian and Malaysian stock markets. Research in International Business and Finance, v. 42, p. 233-241. DOI: 10.1016/j.ribaf.2017.04.054

LITIMI, H.; BENSAÏDA, A.; BOURAOUI, O. (2016) Herding and excessive risk in the American stock market: A sectoral analysis. Research in International Business and Finance, v. 38, p. 6-21. DOI: 10.1016/j.ribaf.2016.03.008

MAHMUD, S. F.; TINIÇ, M. (2018) Herding in Chinese stock markets: a nonparametric approach. Empirical Economics, v. 55, n. 2, p. 679-711. DOI: 10.1007/s00181-017-1281-y

MAJEED, U.; RAHEMAN, A.; SOHAIL, M. K.; BHATTI, G. A.; ZULFIQAR, B. (2015) Islamic calendar events and stock market reaction: Evidence from Pakistan. Science International, v. 27, n. 3, p. 2559-2567. Available: http://www.sci-int.com/. Access: 24th June, 2019.

MARRETT, G. J.; WORTHINGTON, A. C. (2009) An empirical note on the holiday effect in the Australian stock market, 1996–2006. Applied Economics Letters, v. 16, n. 17, p. 1769-1772. DOI: 10.1080/13504850701675474

MEHRAN, J.; MEISAMI, A.; BUSENBARK, J. R. (2012) L'Chaim: Jewish holidays and stock market returns. Managerial Finance, v. 38, n. 7, p. 641-652. DOI: 10.1108/03074351211233104

NASARUDIN, A. F.; NOORDIN, B. A. A.; LAW, S. H; YAHYA, M. H. (2017) Investigation of herding behaviour in developed and developing countries: Does country governance factor matters? Capital Markets Review, v. 25, n. 2, p. 1-14. Available: https://www.mfa.com.my/. Access: 22th June, 2019.

NORVAISIENE, R.; STANKEVICIENE, J.; LAKSTUTIENE, A. (2015) Seasonality in the Baltic stock markets. Procedia-Social and Behavioral Sciences, v. 213, p. 468-473. DOI: 10.1016/j.sbspro.2015.11.435

OBAIDAT, A. (2016) The value relevance of accounting information in emerging stock exchange markets" case of Jordan. Research Journal of Finance and Accounting, v. 7, n. 12, p. 184-196. Available: https://iiste.org/Journals/index.php/RJFA. Access: 20th June, 2019.

QASIM, M.; HUSSAIN, R.; MEHBOOB, I.; ARSHAD, M. (2019) Impact of herding behavior and overconfidence bias on investors’ decision-making in Pakistan. Accounting, v. 5, n. 2, p. 81-90. Available: http://www.growingscience.com/ac/ac.html. Access: 25th June, 2019.

RAHMAN, M. A.; CHOWDHURY, S. S. H.; SADIQUE, M. S. (2015) Herding where retail investors dominate trading: The case of Saudi Arabia. The Quarterly Review of Economics and Finance, v. 57, p. 46-60. DOI: 10.1016/j.qref.2015.01.002

RAMADAN, I. Z. (2015) Cross-Sectional absolute deviation approach for testing the herd behavior theory: The case of the ASE index. International Journal of Economics and Finance, v. 7, n. 3, p. 188-193. DOI: 10.5539/ijef.v7n3p188

ROSSI, M. (2015) The efficient market hypothesis and calendar anomalies: a literature review. International Journal of Managerial and Financial Accounting, v. 7, n. 3-4, p. 285-296.1 0. DOI: 10.1504/ijmfa.2015.074905

SALMAN IRAG AL-NAJAF, F. A.; SALEHI, M.; NIMR AL-MALIKI, H. S. (2018) The effect of Islamic sacred months on stock prices in Iran and Iraq Stock Exchanges. ISRA International Journal of Islamic Finance, v. 10, n. 1, p. 111-119. DOI: 10.1108/IJIF-10-2017-0034

SEIF, M.; DOCHERTY, P.; SHAMSUDDIN, A. (2017) Seasonal anomalies in advanced emerging stock markets. The Quarterly Review of Economics and Finance, v. 66, p. 169-181. DOI: 10.1016/j.qref.2017.02.009

SHAH, N.; QURESHI, M. N.; ASLAM, Y. (2017) An empirical investigation of Islamic calendar effect in global Islamic equity indices. International Journal of Economics and Finance, v. 9, n. 6, p. 57-68. DOI: 10.5539/ijef.v9n6p57

SHARMA, S. S.; NARAYAN, P. K. (2014) New evidence on turn-of-the-month effects. Journal of International Financial Markets, Institutions and Money, v. 29, p. 92-108. DOI: 10.1016/j.intfin.2013.12.002

SHARMA, S. S.; NARAYAN, P.; THURAISAMY, K. (2015) Time-varying herding behavior, global financial crisis, and the Chinese stock market. Review of Pacific Basin Financial Markets and Policies, v. 18, n. 2, p. 1-31. DOI: 10.1142/S0219091515500095

SONJAYA, A. R.; WAHYUDI, I. (2016) The Ramadan effect: illusion or reality?. Arab Economic and Business Journal, v. 11, n. 1, p. 55-71. DOI: 10.1016/j.aebj.2016.03.001

TIME AND DATE. (2019) Muslim holidays. Available: https://www.timeanddate.com. Access: 23th June, 2019.

TRENCA, I.; PECE, A. M.; MIHUT, I. S. (2015) Herd behaviour of Institutional and individual investors in the context of economic governance: Evidence from Romanian stock market. Review of Economic Studies and Research Virgil Madgearu, v. 8, n. 1, p. 177-190. Available: https://econ.ubbcluj.ro/rvm/en. Access: 22 June, 2019.

WASIUZZAMAN, S.; AL-MUSEHEL, N. A. (2018) Mood, religious experience and the Ramadan effect. International Journal of Emerging Markets, v. 13, n. 1, p. 290-307. DOI: 10.1108/IJoEM-01-2017-0001

YOUSAF, I.; ALI, S.; SHAH, S. Z. A. (2018) Herding behavior in Ramadan and financial crises: the case of the Pakistani stock market. Financial Innovation, v. 4, n. 1. DOI: 10.1186/s40854-018-0098-9

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