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De Economist

, Volume 166, Issue 2, pp 179–206 | Cite as

Fragmentation and Market Quality: The Case of European Markets

  • Paulo Pereira da Silva
Article

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.

Keywords

Market fragmentation Market quality Liquidity Price informativeness 

JEL Classification

G10 G14 G15 G23 G24 

Notes

Acknowledgements

The author thanks the editor and an anonymous referee for valuable comments and suggestions. The author is pleased to acknowledge financial support from Fundação para a Ciência e a Tecnologia (grant UID/ECO/04007/2013) and FEDER/COMPETE (POCI-01-0145-FEDER-007659).

Supplementary material

10645_2018_9316_MOESM1_ESM.docx (231 kb)
Supplementary material 1 (DOCX 231 kb)

References

  1. Abadie, A., & Imbens, G. W. (2006). Large sample properties of matching estimators for average treatment effects. Econometrica, 74(1), 235–267.CrossRefGoogle Scholar
  2. Battalio, R. H. (1997). Third market broker-dealers: Cost competitors or cream skimmers? Journal of Finance, 52(1), 341–352.CrossRefGoogle Scholar
  3. Bessembinder, H., & Kaufman, H. M. (1997). Cross-exchange comparison of execution costs and information flow for NYSE-listed stocks. Journal of Financial Economics, 46(3), 293–319.CrossRefGoogle Scholar
  4. Biais, B., Hillion, P., & Spatt, C. (1999). Price discovery and learning during the preopening period in the Paris Bourse. Journal of Political Economy, 107(6), 1218–1248.CrossRefGoogle Scholar
  5. Boehmer, B., & Boehmer, E. (2003). Trading your neighbor’s ETFs: Competition or fragmentation? Journal of Banking & Finance, 27(9), 1667–1703.CrossRefGoogle Scholar
  6. Boneva, L., Linton, O., & Vogt, M. (2016). The effect of fragmentation in trading on market quality in the UK equity market. Journal of Applied Econometrics, 31(1), 192–213.CrossRefGoogle Scholar
  7. Boskovic, T., Cerruti, C., & Noel, M. (2010). Comparing European and US securities regulations: MiFID versus corresponding US regulations. World Bank Publications, 184.Google Scholar
  8. Chowdhry, B., & Nanda, V. (1991). Multimarket trading and market liquidity. Review of Financial Studies, 4(3), 483–511.CrossRefGoogle Scholar
  9. Cohen, K. J., Maier, S. F., Schwartz, R. A., & Whitcomb, D. K. (1982). An analysis of the economic justification for consolidation in a secondary security market. Journal of Banking & Finance, 6(1), 117–136.CrossRefGoogle Scholar
  10. Conrad, J., Johnson, K. M., & Wahal, S. (2003). Institutional trading and alternative trading systems. Journal of Financial Economics, 70(1), 99–134.CrossRefGoogle Scholar
  11. Cox, D. R. (1972). Regression models and life-tables. Journal of the Royal Statistical Society: Series B (Methodological), 34(2), 187–220.Google Scholar
  12. Das, S., Kalimipalli, M., & Nayak, S. (2014). Did CDS trading improve the market for corporate bonds? Journal of Financial Economics, 111(2), 495–525.CrossRefGoogle Scholar
  13. Daske, H., Hail, L., Leuz, C., & Verdi, R. (2008). Mandatory IFRS reporting around the world: Early evidence on the economic consequences. Journal of Accounting Research, 46(5), 1085–1142.Google Scholar
  14. Davies, R. J., & Kim, S. S. (2009). Using matched samples to test for differences in trade execution costs. Journal of Financial Markets, 12(2), 173–202.CrossRefGoogle Scholar
  15. Degryse, H. (2009). Competition between financial markets in Europe: What can be expected from MiFID? Financial Markets and Portfolio Management, 23(1), 93–103.CrossRefGoogle Scholar
  16. Degryse, H., De Jong, F., & Van Kervel, V. (2015). The impact of dark trading and visible fragmentation on market quality. Review of Finance, 19(4), 1587–1622.CrossRefGoogle Scholar
  17. Degryse, H., Van Achter, M., & Wuyts, G. (2009). Dynamic order submission strategies with competition between a dealer market and a crossing network. Journal of Financial Economics, 91(3), 319–338.CrossRefGoogle Scholar
  18. Easley, D., Kiefer, N. M., & O’Hara, M. (1996). Cream-skimming or profit-sharing? The curious role of purchased order flow. Journal of Finance, 51(3), 811–833.CrossRefGoogle Scholar
  19. Gresse, C. (2014). Market fragmentation and market quality: The European experience. In G. Dufrénot, F. Jawadi, & W. Louhichi (Eds.), Market microstructure and nonlinear dynamics: Keeping financial crisis in context (pp. 1–24). Cham: Springer.Google Scholar
  20. Hadi, A. S. (1992). Identifying multiple outliers in multivariate data. Journal of the Royal Statistical Society: Series B (Methodological), 54(3), 761–771.Google Scholar
  21. Hadi, A. S. (1994). A modification of a method for the detection of outliers in multivariate samples. Journal of the Royal Statistical Society: Series B (Methodological), 56, 393–396.Google Scholar
  22. Hasbrouck, J. (1993). Assessing the quality of a security market: A new approach to transaction-cost measurement. The Review of Financial Studies, 6(1), 191–212.CrossRefGoogle Scholar
  23. Hendershott, T., & Mendelson, H. (2000). Crossing networks and dealer markets: Competition and performance. Journal of Finance, 55(5), 2071–2115.CrossRefGoogle Scholar
  24. Hou, K., & Moskowitz, T. J. (2005). Market frictions, price delay, and the cross-section of expected returns. Review of Financial Studies, 18(3), 981–1020.CrossRefGoogle Scholar
  25. Huber, P. J. (1981). Robust statistics. New York: Wiley.CrossRefGoogle Scholar
  26. Karolyi, G. A., Lee, K.-H., & van Dijk, M. A. (2012). Understanding commonality in liquidity around the world. Journal of Financial Economics, 105(1), 82–112.CrossRefGoogle Scholar
  27. Khan, W. A., & Baker, H. K. (1993). Unlisted trading privileges, liquidity, and stock returns. Journal of Financial Research, 16(3), 221.CrossRefGoogle Scholar
  28. Lang, M., Lins, K. V., & Maffett, M. (2012). Transparency, liquidity, and valuation: International evidence on when transparency matters most. Journal of Accounting Research, 50(3), 729–774.CrossRefGoogle Scholar
  29. Lee, C. M. C. (1993). Market integration and price execution for NYSE-listed securities. Journal of Finance, 48(3), 1009–1038.CrossRefGoogle Scholar
  30. Madhavan, A. (1995). Consolidation, fragmentation, and the disclosure of trading information. Review of Financial Studies, 8(3), 579–603.CrossRefGoogle Scholar
  31. Mayhew, S., & Mihov, V. (2004). How do exchanges select stocks for option listing? The Journal of Finance, 59(1), 447–471.CrossRefGoogle Scholar
  32. Mendelson, H. (1987). Consolidation, fragmentation, and market performance. The Journal of Financial and Quantitative Analysis, 22(2), 189–207.CrossRefGoogle Scholar
  33. O’Hara, M., & Ye, M. (2011). Is market fragmentation harming market quality? Journal of Financial Economics, 100(3), 459–474.CrossRefGoogle Scholar
  34. Pagano, M. (1989). Trading volume and asset liquidity. The Quarterly Journal of Economics, 104(2), 255–274.CrossRefGoogle Scholar
  35. Parlour, C. A., & Seppi, D. J. (2003). Liquidity-based competition for order flow. Review of Financial Studies, 16(2), 301–343.CrossRefGoogle Scholar
  36. Petrella, G. (2010). MiFID, Reg NMS and competition across trading venues in Europe and the USA. Journal of Financial Regulation and Compliance, 18(3), 257–271.CrossRefGoogle Scholar
  37. Stoll, H. R. (2006). Electronic trading in stock markets. Journal of Economic Perspectives, 20(1), 153–174.CrossRefGoogle Scholar
  38. Villa, J. M. (2016). diff: Simplifying the estimation of difference-in-differences treatment effects. Stata Journal, 16(1), 52–71.Google Scholar
  39. Wooldridge, J. M. (1995). Selection corrections for panel data models under conditional mean independence assumptions. Journal of Econometrics, 68(1), 115–132.CrossRefGoogle Scholar
  40. Yang, D., & Zhang, Q. (2000). Drift independent volatility estimation based on high, low, open, and close prices. The Journal of Business, 73(3), 477–492.CrossRefGoogle Scholar
  41. Yin, X. (2005). A comparison of centralized and fragmented markets with costly search. Journal of Finance, 60(3), 1567–1590.CrossRefGoogle Scholar

Copyright information

© Springer Science+Business Media, LLC, part of Springer Nature 2018

Authors and Affiliations

  1. 1.CEFAGE, Universidade de Évora Palácio do VimiosoÉvoraPortugal
  2. 2.CMVM, Portuguese Securities CommissionLisbonPortugal

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