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The effect of anonymity on price efficiency: Evidence from the removal of broker identities

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  • Duong, Huu Nhan
  • Lajbcygier, Paul
  • Lu, Jerry Shuai
  • Vu, Van Hoang

Abstract

We show that broker identities are important for price formation. We use the removal of broker identities by the ASX on November 28th 2005 as a natural experiment and compare the information signal of broker identities before and after its removal. We find that broker identities have significant information content, which reduces after the market becomes anonymous. The reduction in the information content of broker identities is larger during periods of high adverse selection costs, such as during days with price-sensitive corporate announcements. Overall, whilst anonymity may provide various ancillary benefits, our evidence suggests that removing broker identities reduces the informativeness of order flow and thus the anonymous market can be costly for uninformed investors.

Suggested Citation

  • Duong, Huu Nhan & Lajbcygier, Paul & Lu, Jerry Shuai & Vu, Van Hoang, 2018. "The effect of anonymity on price efficiency: Evidence from the removal of broker identities," Pacific-Basin Finance Journal, Elsevier, vol. 51(C), pages 95-107.
    • Handle: RePEc:eee:pacfin:v:51:y:2018:i:c:p:95-107
    DOI: 10.1016/j.pacfin.2018.06.004
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    1. Comerton-Forde, Carole & Frino, Alex & Mollica, Vito, 2005. "The impact of limit order anonymity on liquidity: Evidence from Paris, Tokyo and Korea," Journal of Economics and Business, Elsevier, vol. 57(6), pages 528-540.
    2. Chakravarty, Sugato, 2001. "Stealth-trading: Which traders' trades move stock prices?," Journal of Financial Economics, Elsevier, vol. 61(2), pages 289-307, August.
    3. Seppi, Duane J, 1990. "Equilibrium Block Trading and Asymmetric Information," Journal of Finance, American Finance Association, vol. 45(1), pages 73-94, March.
    4. Brad M. Barber & Terrance Odean & Ning Zhu, 2009. "Do Retail Trades Move Markets?," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 151-186, January.
    5. Madhavan, Ananth, 1996. "Security Prices and Market Transparency," Journal of Financial Intermediation, Elsevier, vol. 5(3), pages 255-283, July.
    6. Thierry Foucault & Sophie Moinas & Erik Theissen, 2007. "Does Anonymity Matter in Electronic Limit Order Markets?," The Review of Financial Studies, Society for Financial Studies, vol. 20(5), pages 1707-1747, 2007 28.
    7. 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.
    8. 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.
    9. O'Hara, Maureen & Ye, Mao, 2011. "Is market fragmentation harming market quality?," Journal of Financial Economics, Elsevier, vol. 100(3), pages 459-474, June.
    10. Tian, Xiao & Do, Binh & Duong, Huu Nhan & Kalev, Petko S., 2015. "Liquidity provision and informed trading by individual investors," Pacific-Basin Finance Journal, Elsevier, vol. 35(PA), pages 143-162.
    11. Peter C. Reiss, 2005. "Anonymity, Adverse Selection, and the Sorting of Interdealer Trades," The Review of Financial Studies, Society for Financial Studies, vol. 18(2), pages 599-636.
    12. Easley, David & O'Hara, Maureen, 1987. "Price, trade size, and information in securities markets," Journal of Financial Economics, Elsevier, vol. 19(1), pages 69-90, September.
    13. Terrence Hendershott & Charles M. Jones, 2005. "Island Goes Dark: Transparency, Fragmentation, and Regulation," The Review of Financial Studies, Society for Financial Studies, vol. 18(3), pages 743-793.
    14. Conrad, Jennifer & Wahal, Sunil & Xiang, Jin, 2015. "High-frequency quoting, trading, and the efficiency of prices," Journal of Financial Economics, Elsevier, vol. 116(2), pages 271-291.
    15. Comerton-Forde, Carole & Putniņš, Tālis J., 2015. "Dark trading and price discovery," Journal of Financial Economics, Elsevier, vol. 118(1), pages 70-92.
    16. Anand, Amber & Chakravarty, Sugato & Martell, Terrence, 2005. "Empirical evidence on the evolution of liquidity: Choice of market versus limit orders by informed and uninformed traders," Journal of Financial Markets, Elsevier, vol. 8(3), pages 288-308, August.
    17. Comerton-Forde, Carole & Tang, Kar Mei, 2009. "Anonymity, liquidity and fragmentation," Journal of Financial Markets, Elsevier, vol. 12(3), pages 337-367, August.
    18. Barbara Rindi, 2008. "Informed Traders as Liquidity Providers: Anonymity, Liquidity and Price Formation," Review of Finance, European Finance Association, vol. 12(3), pages 497-532.
    19. Fong, Kingsley Y. L. & Gallagher, David R. & Lee, Adrian D., 2014. "Individual Investors and Broker Types," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 49(2), pages 431-451, April.
    20. Duong, Huu Nhan & Kalev, Petko S., 2013. "Anonymity and order submissions," Pacific-Basin Finance Journal, Elsevier, vol. 25(C), pages 101-118.
    21. Sadhana Alangar & Chenchuramaiah T. Bathala & Ramesh P. Rao, 1999. "The Effect Of Institutional Interest On The Information Content Of Dividend-Change Announcements," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 22(4), pages 429-448, December.
    22. Glosten, Lawrence R. & Harris, Lawrence E., 1988. "Estimating the components of the bid/ask spread," Journal of Financial Economics, Elsevier, vol. 21(1), pages 123-142, May.
    23. Juhani T. Linnainmaa & Gideon Saar, 2012. "Lack of Anonymity and the Inference from Order Flow," The Review of Financial Studies, Society for Financial Studies, vol. 25(5), pages 1414-1456.
    24. Sadhana Alangar & Chenchuramaiah T. Bathala & Ramesh P. Rao, 1999. "The Effect Of Institutional Interest On The Information Content Of Dividend-Change Announcements," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 22(4), pages 429-448, December.
    25. Kim, Jeong-Bon & Li, Leye & Lu, Louise Yi & Yu, Yangxin, 2016. "Financial statement comparability and expected crash risk," Journal of Accounting and Economics, Elsevier, vol. 61(2), pages 294-312.
    26. Erik Theissen, 2003. "Trader Anonymity, Price Formation and Liquidity," Review of Finance, European Finance Association, vol. 7(1), pages 1-26.
    27. Chan, Louis K C & Lakonishok, Josef, 1995. "The Behavior of Stock Prices around Institutional Trades," Journal of Finance, American Finance Association, vol. 50(4), pages 1147-1174, September.
    28. Jonathan Brogaard & Terrence Hendershott & Ryan Riordan, 2014. "High-Frequency Trading and Price Discovery," The Review of Financial Studies, Society for Financial Studies, vol. 27(8), pages 2267-2306.
    29. Pagano, Marco & Roell, Ailsa, 1996. "Transparency and Liquidity: A Comparison of Auction and Dealer Markets with Informed Trading," Journal of Finance, American Finance Association, vol. 51(2), pages 579-611, June.
    30. Brad M. Barber & Yi-Tsung Lee & Yu-Jane Liu & Terrance Odean, 2009. "Just How Much Do Individual Investors Lose by Trading?," The Review of Financial Studies, Society for Financial Studies, vol. 22(2), pages 609-632, February.
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