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Herd behavior and idiosyncratic volatility in a frontier market

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  • Vo, Xuan Vinh
  • Phan, Dang Bao Anh

Abstract

This study investigates the impact of idiosyncratic volatility on the herd behavior of individual investors in Vietnam stock market covering the period from 2005 to 2016. We employ the herding methods of Christie and Huang (1995) and Chang et al. (2000) and single factor model by Bali and Cakici (2008) to estimate the idiosyncratic volatility. Empirical results indicate that herding exists in this equity market. However, herding behavior displays distinct patterns under different stock portfolios depending on the levels of idiosyncratic volatility. The results are robust under various timeframes including pre-crisis, during crisis and post-crisis. The finding also reveals the existence of herding under particular industry.

Suggested Citation

  • Vo, Xuan Vinh & Phan, Dang Bao Anh, 2019. "Herd behavior and idiosyncratic volatility in a frontier market," Pacific-Basin Finance Journal, Elsevier, vol. 53(C), pages 321-330.
    • Handle: RePEc:eee:pacfin:v:53:y:2019:i:c:p:321-330
    DOI: 10.1016/j.pacfin.2018.10.005
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    1. Chang, Eric C. & Cheng, Joseph W. & Khorana, Ajay, 2000. "An examination of herd behavior in equity markets: An international perspective," Journal of Banking & Finance, Elsevier, vol. 24(10), pages 1651-1679, October.
    2. Yexiao Xu & Burton G. Malkiel, 2003. "Investigating the Behavior of Idiosyncratic Volatility," The Journal of Business, University of Chicago Press, vol. 76(4), pages 613-644, October.
    3. Jin, Li & Myers, Stewart C., 2006. "R2 around the world: New theory and new tests," Journal of Financial Economics, Elsevier, vol. 79(2), pages 257-292, February.
    4. Sushil Bikhchandani & Sunil Sharma, 2001. "Herd Behavior in Financial Markets," IMF Staff Papers, Palgrave Macmillan, vol. 47(3), pages 1-1.
    5. Dang, Ha V. & Lin, Mi, 2016. "Herd mentality in the stock market: On the role of idiosyncratic participants with heterogeneous information," International Review of Financial Analysis, Elsevier, vol. 48(C), pages 247-260.
    6. Bali, Turan G. & Cakici, Nusret, 2008. "Idiosyncratic Volatility and the Cross Section of Expected Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 43(1), pages 29-58, March.
    7. BenSaïda, Ahmed, 2017. "Herding effect on idiosyncratic volatility in U.S. industries," Finance Research Letters, Elsevier, vol. 23(C), pages 121-132.
    8. Gębka, Bartosz & Wohar, Mark E., 2013. "International herding: Does it differ across sectors?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 23(C), pages 55-84.
    9. Merton, Robert C, 1987. "A Simple Model of Capital Market Equilibrium with Incomplete Information," Journal of Finance, American Finance Association, vol. 42(3), pages 483-510, July.
    10. Vo Xuan Vinh & Phan Dang Bao Anh, 2016. "Herd Behavior in Emerging Equity Markets: Evidence from Vietnam," Asian Journal of Law and Economics, De Gruyter, vol. 7(3), pages 369-383, December.
    11. Lao, Paulo & Singh, Harminder, 2011. "Herding behaviour in the Chinese and Indian stock markets," Journal of Asian Economics, Elsevier, vol. 22(6), pages 495-506.
    12. Beltratti, Andrea & Stulz, René M., 2012. "The credit crisis around the globe: Why did some banks perform better?," Journal of Financial Economics, Elsevier, vol. 105(1), pages 1-17.
    13. Aabo, Tom & Pantzalis, Christos & Park, Jung Chul, 2017. "Idiosyncratic volatility: An indicator of noise trading?," Journal of Banking & Finance, Elsevier, vol. 75(C), pages 136-151.
    14. Choi, Nicole & Sias, Richard W., 2009. "Institutional industry herding," Journal of Financial Economics, Elsevier, vol. 94(3), pages 469-491, December.
    15. Arjoon, Vaalmikki & Bhatnagar, Chandra Shekhar, 2017. "Dynamic herding analysis in a frontier market," Research in International Business and Finance, Elsevier, vol. 42(C), pages 496-508.
    16. Scharfstein, David S & Stein, Jeremy C, 1990. "Herd Behavior and Investment," American Economic Review, American Economic Association, vol. 80(3), pages 465-479, June.
    17. Kewei Hou, 2007. "Industry Information Diffusion and the Lead-lag Effect in Stock Returns," Review of Financial Studies, Society for Financial Studies, vol. 20(4), pages 1113-1138.
    18. Spyros Spyrou, 2013. "Herding in financial markets: a review of the literature," Review of Behavioral Finance, Emerald Group Publishing Limited, vol. 5(2), pages 175-194, November.
    19. Clements, Adam & Hurn, Stan & Shi, Shuping, 2017. "An empirical investigation of herding in the U.S. stock market," Economic Modelling, Elsevier, vol. 67(C), pages 184-192.
    20. Huang, Teng-Ching & Lin, Bing-Huei & Yang, Tung-Hsiao, 2015. "Herd behavior and idiosyncratic volatility," Journal of Business Research, Elsevier, vol. 68(4), pages 763-770.
    21. Julia Henker & Thomas Henker & Anna Mitsios, 2006. "Do investors herd intraday in Australian equities?," International Journal of Managerial Finance, Emerald Group Publishing, vol. 2(3), pages 196-219, September.
    22. Noemi Schmitt & Frank Westerhoff, 2017. "Herding behaviour and volatility clustering in financial markets," Quantitative Finance, Taylor & Francis Journals, vol. 17(8), pages 1187-1203, August.
    23. Fernandez, Viviana, 2014. "Stock volatility and pension funds under an individual capitalization-based system," Journal of Business Research, Elsevier, vol. 67(4), pages 536-541.
    24. Guney, Yilmaz & Kallinterakis, Vasileios & Komba, Gabriel, 2017. "Herding in frontier markets: Evidence from African stock exchanges," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 47(C), pages 152-175.
    25. Demirer, Riza & Kutan, Ali M. & Chen, Chun-Da, 2010. "Do investors herd in emerging stock markets?: Evidence from the Taiwanese market," Journal of Economic Behavior & Organization, Elsevier, vol. 76(2), pages 283-295, November.
    26. Chang, Eric C. & Dong, Sen, 2006. "Idiosyncratic volatility, fundamentals, and institutional herding: Evidence from the Japanese stock market," Pacific-Basin Finance Journal, Elsevier, vol. 14(2), pages 135-154, April.
    27. Vo, Xuan Vinh & Phan, Dang Bao Anh, 2017. "Further evidence on the herd behavior in Vietnam stock market," Journal of Behavioral and Experimental Finance, Elsevier, vol. 13(C), pages 33-41.
    28. Litimi, Houda & BenSaïda, Ahmed & Bouraoui, Omar, 2016. "Herding and excessive risk in the American stock market: A sectoral analysis," Research in International Business and Finance, Elsevier, vol. 38(C), pages 6-21.
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    Cited by:

    1. Le, Ha Thi Thu & Vo, Xuan Vinh & Vo, Thi Thuc, 2021. "Accruals quality and the cost of debt: Evidence from Vietnam," International Review of Financial Analysis, Elsevier, vol. 76(C).
    2. Jiang, Rui & Wen, Conghua & Zhang, Ruonan & Cui, Yu, 2022. "Investor's herding behavior in Asian equity markets during COVID-19 period," Pacific-Basin Finance Journal, Elsevier, vol. 73(C).
    3. Cao, Jiahui & Wen, Fenghua & Zhang, Yue & Yin, Zhujia & Zhang, Yun, 2022. "Idiosyncratic volatility and stock price crash risk: Evidence from china," Finance Research Letters, Elsevier, vol. 44(C).
    4. Batmunkh, Munkh-Ulzii & Choijil, Enkhbayar & Vieito, João Paulo & Espinosa-Méndez, Christian & Wong, Wing-Keung, 2020. "Does herding behavior exist in the Mongolian stock market?," Pacific-Basin Finance Journal, Elsevier, vol. 62(C).
    5. Nguyen, Huu Manh & Bakry, Walid & Vuong, Thi Huong Giang, 2023. "COVID-19 pandemic and herd behavior: Evidence from a frontier market," Journal of Behavioral and Experimental Finance, Elsevier, vol. 38(C).
    6. Wanidwaranan, Phasin & Padungsaksawasdi, Chaiyuth, 2020. "The effect of return jumps on herd behavior," Journal of Behavioral and Experimental Finance, Elsevier, vol. 27(C).
    7. Chengbo Fu, 2021. "Time-Varying Risk and the Relation between Idiosyncratic Risk and Stock Return," JRFM, MDPI, vol. 14(9), pages 1-16, September.
    8. Xiangyu Chen & Muhammad Safdar Sial & Dang Khoa Tran & Waseem Alhaddad & Jinsoo Hwang & Phung Anh Thu, 2020. "Are Socially Responsible Companies Really Ethical? The Moderating Role of State-Owned Enterprises: Evidence from China," Sustainability, MDPI, vol. 12(7), pages 1-19, April.
    9. Wang, Xinru & Kim, Maria H. & Suardi, Sandy, 2022. "Herding and China's market-wide circuit breaker," Journal of Banking & Finance, Elsevier, vol. 141(C).
    10. Nguyen Thi Hoa Hong & Nguyen Thai Anh & Nguyen Tran Viet Hoang & Do Nhat Minh, 2023. "Corporate governance, external financing, and earnings management: new evidence from an emerging market," Future Business Journal, Springer, vol. 9(1), pages 1-22, December.
    11. Dejan Živkov & Suzana Balaban & Marko Pećanac, 2021. "Assessing the multiscale “meteor shower” effect from oil to the central and eastern European stock indices," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 1855-1870, April.
    12. Le Ha Thi Thu, 2020. "The Impact of Auditor Specialization and Banks’ Listing Status on Earnings Management in Vietnamese Commercial Banks," Asian Journal of Law and Economics, De Gruyter, vol. 11(1), pages 1-16, April.
    13. Le, Ha Thi Thu & Tran, Ha Giang & Vo, Xuan Vinh, 2021. "Audit quality, accruals quality and the cost of equity in an emerging market: Evidence from Vietnam," International Review of Financial Analysis, Elsevier, vol. 77(C).
    14. Vo, Xuan Vinh & Phan, Dang Bao Anh, 2019. "Herding and equity market liquidity in emerging market. Evidence from Vietnam," Journal of Behavioral and Experimental Finance, Elsevier, vol. 24(C).

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    More about this item

    Keywords

    Emerging market; Herding; Volatility; Vietnam;
    All these keywords.

    JEL classification:

    • G02 - Financial Economics - - General - - - Behavioral Finance: Underlying Principles
    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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