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Bid-Ask Spreads, Trading Volume and Return Volatility: Intraday Evidence from Indian Stock Market

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  • Rashmi Ranjan Paital

    (University of Hyderabad, India)

  • Naresh Kumar Sharma

    (University of Hyderabad, India)

Abstract

This paper empirically examines the relationship between stock return volatility, trading volume and bid-ask spread within the scope of mixture of distribution hypothesis (MDH) and sequential information arrival hypothesis (SIAH) in the Indian stock market using high frequency 5-minute data set over the period of 2 July 2012 to 31 December 2012. This is the first kind of study in India using bid-ask spread as an additional information variable along with trading volume to investigate the relationship with stock return volatility. Our empirical findings provide evidence of a positive contemporaneous relationship between return volatility and trading volume, and also between return volatility and bid-ask spread. Moreover, the results of Granger causality test show that the information content of trading volume and bid-ask spread are useful for predicting stock return volatility. Our results indicate that information arrival to investors tends to follow a sequential rather than a simultaneous process. This finding is consistent with the sequential information arrival hypothesis and contradicts the mixture of distribution hypothesis.

Suggested Citation

  • Rashmi Ranjan Paital & Naresh Kumar Sharma, 2016. "Bid-Ask Spreads, Trading Volume and Return Volatility: Intraday Evidence from Indian Stock Market," Eurasian Journal of Economics and Finance, Eurasian Publications, vol. 4(1), pages 24-40.
  • Handle: RePEc:ejn:ejefjr:v:4:y:2016:i:1:p:24-40
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    References listed on IDEAS

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    1. A. Abhyankar & D. Ghosh & E. Levin & R.J. Limmack, 1997. "Bid‐ask Spreads, Trading Volume and Volatility: Intra‐day Evidence from the London Stock Exchange," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 24(3), pages 343-362, April.
    2. Xiaoyang Wang & Philip Garcia & Scott H. Irwin, 2014. "The Behavior of Bid-Ask Spreads in the Electronically-Traded Corn Futures Market," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 96(2), pages 557-577.
    3. Mohamed Khaled Al-Jafari & Ahmad Tliti, 2013. "An Empirical Investigation of the Relationship between Stock Return and Trading Volume: Evidence from the Jordanian Banking Sector," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 3(3), pages 1-4.
    4. Tauchen, George E & Pitts, Mark, 1983. "The Price Variability-Volume Relationship on Speculative Markets," Econometrica, Econometric Society, vol. 51(2), pages 485-505, March.
    5. Harris, Lawrence, 1986. "Cross-Security Tests of the Mixture of Distributions Hypothesis," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 21(1), pages 39-46, March.
    6. Epps, Thomas W & Epps, Mary Lee, 1976. "The Stochastic Dependence of Security Price Changes and Transaction Volumes: Implications for the Mixture-of-Distributions Hypothesis," Econometrica, Econometric Society, vol. 44(2), pages 305-321, March.
    7. Bollerslev, Tim & Melvin, Michael, 1994. "Bid--ask spreads and volatility in the foreign exchange market : An empirical analysis," Journal of International Economics, Elsevier, vol. 36(3-4), pages 355-372, May.
    8. Lee, Bong-Soo & Rui, Oliver M., 2002. "The dynamic relationship between stock returns and trading volume: Domestic and cross-country evidence," Journal of Banking & Finance, Elsevier, vol. 26(1), pages 51-78, January.
    9. Gary Tian & Mingyuan Guo, 2007. "Interday and intraday volatility: Additional evidence from the Shanghai Stock Exchange," Review of Quantitative Finance and Accounting, Springer, vol. 28(3), pages 287-306, April.
    10. George H. K. Wang & Jot Yau, 2000. "Trading volume, bid–ask spread, and price volatility in futures markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 20(10), pages 943-970, November.
    11. Smirlock, Michael & Starks, Laura, 1988. "An empirical analysis of the stock price-volume relationship," Journal of Banking & Finance, Elsevier, vol. 12(1), pages 31-41, March.
    12. Rahman, Shafiqur & Lee, Cheng-few & Ang, Kian Ping, 2002. "Intraday Return Volatility Process: Evidence from NASDAQ Stocks," Review of Quantitative Finance and Accounting, Springer, vol. 19(2), pages 155-180, September.
    13. Otavio Ribeiro de Medeiros & Bernardus Ferdinandus Nazar Van Doornik, 2008. "The Empirical Relationship Between Stock Returns, Return Volatility and Trading Volume in the Brazilian Stock Market," Brazilian Business Review, Fucape Business School, vol. 5(1), pages 01-17, January.
    14. Clark, Peter K, 1973. "A Subordinated Stochastic Process Model with Finite Variance for Speculative Prices," Econometrica, Econometric Society, vol. 41(1), pages 135-155, January.
    15. Saida Gtifa & Naoufel LIOUANE, 2013. "Bid-ask spread, order size and volatility in the foreign exchange market: an empirical investigation," E3 Journal of Business Management and Economics., E3 Journals, vol. 4(12), pages 267-275.
    16. Copeland, Thomas E & Galai, Dan, 1983. "Information Effects on the Bid-Ask Spread," Journal of Finance, American Finance Association, vol. 38(5), pages 1457-1469, December.
    17. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    18. Glosten, Lawrence R. & Milgrom, Paul R., 1985. "Bid, ask and transaction prices in a specialist market with heterogeneously informed traders," Journal of Financial Economics, Elsevier, vol. 14(1), pages 71-100, March.
    19. McGroarty, Frank & ap Gwilym, Owain & Thomas, Stephen, 2009. "The role of private information in return volatility, bid-ask spreads and price levels in the foreign exchange market," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 19(2), pages 387-401, April.
    20. Julieta Frank & Philip Garcia, 2010. "Bid-Ask Spreads, Volume, and Volatility: Evidence from Livestock Markets," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 93(1), pages 209-225.
    21. Melvin, Michael & Tan, Kok-Hui, 1996. "Foreign Exchange Market Bid-Ask Spreads and the Market Price of Social Unrest," Oxford Economic Papers, Oxford University Press, vol. 48(2), pages 329-341, April.
    22. Chuang, Wen-I & Liu, Hsiang-Hsi & Susmel, Rauli, 2012. "The bivariate GARCH approach to investigating the relation between stock returns, trading volume, and return volatility," Global Finance Journal, Elsevier, vol. 23(1), pages 1-15.
    23. Copeland, Thomas E, 1976. "A Model of Asset Trading under the Assumption of Sequential Information Arrival," Journal of Finance, American Finance Association, vol. 31(4), pages 1149-1168, September.
    24. Richardson, Vernon J, 2000. "Information Asymmetry and Earnings Management: Some Evidence," Review of Quantitative Finance and Accounting, Springer, vol. 15(4), pages 325-347, December.
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