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Fragmentation and Market Quality: The Case of European Markets

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  • Paulo Pereira Silva

    (CEFAGE, Universidade de Évora Palácio do Vimioso
    CMVM, Portuguese Securities Commission)

Abstract

This paper questions whether the proliferation of alternative trading venues in Western Europe after MiFID implementation in 2007 affected market quality. By means of a difference-in-differences analysis, we evaluate changes in market quality of stocks that initiated trading in Multilateral Trading Facilities (MTF) in relation to matched samples. Our analysis provides evidence that the overall liquidity (measured by transaction costs and price impact) and trading activity increased in the short term with trade initiation in MTF. Notably, we show that fragmentation did not cause lower price precision or informativeness, but some tests suggest that fragmentation correlates positively with volatility. The results of this study are stronger for stocks with greater propensity for MTF trade initiation, i.e. stocks with greater size and liquidity prior to that event. Interestingly, the impact on liquidity and trading activity varied across stock exchanges and timing of MTF trade initiation. As for long run effects, our results suggest an improvement of overall liquidity and a neutral effect on the trading activity of traditional exchanges.

Suggested Citation

  • Paulo Pereira Silva, 2018. "Fragmentation and Market Quality: The Case of European Markets," De Economist, Springer, vol. 166(2), pages 179-206, June.
    • Handle: RePEc:kap:decono:v:166:y:2018:i:2:d:10.1007_s10645-018-9316-0
    DOI: 10.1007/s10645-018-9316-0
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    as
    1. Degryse, Hans & Van Achter, Mark & Wuyts, Gunther, 2009. "Dynamic order submission strategies with competition between a dealer market and a crossing network," Journal of Financial Economics, Elsevier, vol. 91(3), pages 319-338, March.
    2. Boehmer, Beatrice & Boehmer, Ekkehart, 2003. "Trading your neighbor's ETFs: Competition or fragmentation?," Journal of Banking & Finance, Elsevier, vol. 27(9), pages 1667-1703, September.
    3. Marco Pagano, 1989. "Trading Volume and Asset Liquidity," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 104(2), pages 255-274.
    4. Madhavan, Ananth, 1995. "Consolidation, Fragmentation, and the Disclosure of Trading Information," The Review of Financial Studies, Society for Financial Studies, vol. 8(3), pages 579-603.
    5. Khan, Walayet A & Baker, H Kent, 1993. "Unlisted Trading Privileges, Liquidity, and Stock Returns," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 16(3), pages 221-236, Fall.
    6. Kewei Hou & Tobias J. Moskowitz, 2005. "Market Frictions, Price Delay, and the Cross-Section of Expected Returns," The Review of Financial Studies, Society for Financial Studies, vol. 18(3), pages 981-1020.
    7. Hans Degryse, 2009. "Competition between financial markets in Europe: what can be expected from MiFID?," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 23(1), pages 93-103, March.
    8. Easley, David & Kiefer, Nicholas M & O'Hara, Maureen, 1996. "Cream-Skimming or Profit-Sharing? The Curious Role of Purchased Order Flow," Journal of Finance, American Finance Association, vol. 51(3), pages 811-833, July.
    9. Yang, Dennis & Zhang, Qiang, 2000. "Drift-Independent Volatility Estimation Based on High, Low, Open, and Close Prices," The Journal of Business, University of Chicago Press, vol. 73(3), pages 477-491, July.
    10. Carole Gresse, 2014. "Market Fragmentation and Market Quality: The European Experience," Post-Print halshs-01071441, HAL.
    11. Karolyi, G. Andrew & Lee, Kuan-Hui & van Dijk, Mathijs A., 2012. "Understanding commonality in liquidity around the world," Journal of Financial Economics, Elsevier, vol. 105(1), pages 82-112.
    12. Gilles Dufrénot & Fredj Jawadi & Waël Louhichi, 2014. "Market microstructure and nonlinear dynamics : keeping financial crisis in context," Grenoble Ecole de Management (Post-Print) hal-01474273, HAL.
    13. Cohen, Kalman J. & Maier, Steven F. & Schwartz, Robert A. & Whitcomb, David K., 1982. "An analysis of the economic justification for consolidation in a secondary security market," Journal of Banking & Finance, Elsevier, vol. 6(1), pages 117-136, March.
    14. Lena Boneva & Oliver Linton & Michael Vogt, 2016. "The Effect of Fragmentation in Trading on Market Quality in the UK Equity Market," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 31(1), pages 192-213, January.
    15. Walayet A. Khan & H. Kent Baker, 1993. "Unlisted Trading Privileges, Liquidity, And Stock Returns," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 16(3), pages 221-236, September.
    16. Battalio, Robert H, 1997. "Third Market Broker-Dealers: Cost Competitors or Cream Skimmers?," Journal of Finance, American Finance Association, vol. 52(1), pages 341-352, March.
    17. Wooldridge, Jeffrey M., 1995. "Selection corrections for panel data models under conditional mean independence assumptions," Journal of Econometrics, Elsevier, vol. 68(1), pages 115-132, July.
    18. Hasbrouck, Joel, 1993. "Assessing the Quality of a Security Market: A New Approach to Transaction-Cost Measurement," The Review of Financial Studies, Society for Financial Studies, vol. 6(1), pages 191-212.
    19. Chowdhry, Bhagwan & Nanda, Vikram, 1991. "Multimarket Trading and Market Liquidity," The Review of Financial Studies, Society for Financial Studies, vol. 4(3), pages 483-511.
    20. Christine A. Parlour & Duane J. Seppi, 2003. "Liquidity-Based Competition for Order Flow," The Review of Financial Studies, Society for Financial Studies, vol. 16(2), pages 301-343.
    21. Hans R. Stoll, 2006. "Electronic Trading in Stock Markets," Journal of Economic Perspectives, American Economic Association, vol. 20(1), pages 153-174, Winter.
    22. Tanja Boskovic & Caroline Cerruti & Michel Noel, 2010. "Comparing European and U.S. Securities Regulations : MiFID versus Corresponding U.S. Regulations," World Bank Publications - Books, The World Bank Group, number 13528.
    23. Terrence Hendershott & Haim Mendelson, 2000. "Crossing Networks and Dealer Markets: Competition and Performance," Journal of Finance, American Finance Association, vol. 55(5), pages 2071-2115, October.
    24. Holger Daske & Luzi Hail & Christian Leuz & Rodrigo Verdi, 2008. "Mandatory IFRS Reporting around the World: Early Evidence on the Economic Consequences," Journal of Accounting Research, Wiley Blackwell, vol. 46(5), pages 1085-1142, December.
    25. Hans Degryse & Frank de Jong & Vincent van Kervel, 2015. "The Impact of Dark Trading and Visible Fragmentation on Market Quality," Review of Finance, European Finance Association, vol. 19(4), pages 1587-1622.
    26. Das, Sanjiv & Kalimipalli, Madhu & Nayak, Subhankar, 2014. "Did CDS trading improve the market for corporate bonds?," Journal of Financial Economics, Elsevier, vol. 111(2), pages 495-525.
    27. Gilles Dufrénot & Fredj Jawadi & Waël Louhichi (ed.), 2014. "Market Microstructure and Nonlinear Dynamics," Springer Books, Springer, edition 127, number 978-3-319-05212-0, October.
    28. Mark Lang & Karl V. Lins & Mark Maffett, 2012. "Transparency, Liquidity, and Valuation: International Evidence on When Transparency Matters Most," Journal of Accounting Research, Wiley Blackwell, vol. 50(3), pages 729-774, June.
    29. Bessembinder, Hendrik & Kaufman, Herbert M., 1997. "A cross-exchange comparison of execution costs and information flow for NYSE-listed stocks," Journal of Financial Economics, Elsevier, vol. 46(3), pages 293-319, December.
    30. Lee, Charles M C, 1993. "Market Integration and Price Execution for NYSE-Listed Securities," Journal of Finance, American Finance Association, vol. 48(3), pages 1009-1038, July.
    31. O'Hara, Maureen & Ye, Mao, 2011. "Is market fragmentation harming market quality?," Journal of Financial Economics, Elsevier, vol. 100(3), pages 459-474, June.
    32. Xiangkang Yin, 2005. "A Comparison of Centralized and Fragmented Markets with Costly Search," Journal of Finance, American Finance Association, vol. 60(3), pages 1567-1590, June.
    33. Davies, Ryan J. & Kim, Sang Soo, 2009. "Using matched samples to test for differences in trade execution costs," Journal of Financial Markets, Elsevier, vol. 12(2), pages 173-202, May.
    34. repec:wbk:wbpubs:13527 is not listed on IDEAS
    35. Mendelson, Haim, 1987. "Consolidation, Fragmentation, and Market Performance," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 22(2), pages 189-207, June.
    36. Bruno Biais & Pierre Hillion & Chester Spatt, 1999. "Price Discovery and Learning during the Preopening Period in the Paris Bourse," Journal of Political Economy, University of Chicago Press, vol. 107(6), pages 1218-1248, December.
    37. Juan M. Villa, 2016. "diff: Simplifying the estimation of difference-in-differences treatment effects," Stata Journal, StataCorp LP, vol. 16(1), pages 52-71, March.
    38. repec:dau:papers:123456789/13707 is not listed on IDEAS
    39. Giovanni Petrella, 2010. "MiFID, Reg NMS and competition across trading venues in Europe and the USA," Journal of Financial Regulation and Compliance, Emerald Group Publishing Limited, vol. 18(3), pages 257-271, July.
    40. Alberto Abadie & Guido W. Imbens, 2006. "Large Sample Properties of Matching Estimators for Average Treatment Effects," Econometrica, Econometric Society, vol. 74(1), pages 235-267, January.
    41. repec:bla:jfinan:v:59:y:2004:i:1:p:447-471 is not listed on IDEAS
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    More about this item

    Keywords

    Market fragmentation; Market quality; Liquidity; Price informativeness;
    All these keywords.

    JEL classification:

    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors
    • G24 - Financial Economics - - Financial Institutions and Services - - - Investment Banking; Venture Capital; Brokerage

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