IDEAS home Printed from https://ideas.repec.org/p/ehl/lserod/118866.html
   My bibliography  Save this paper

Dark trading and alternative execution priority rules

Author

Listed:
  • Bernales, Alejandro
  • Ladley, Daniel
  • Litos, Evangelos
  • Valenzuela, Marcela

Abstract

Traders' choice between lit and dark trading venues depends on market conditions, which are affected by execution priority rules in the dark pool, adverse selection, and traders' competition. We show that dark trading activity has a non-linear relationship with asset volatility and liquidity, which explains previous mixed empirical results regarding the impact of dark pools on market quality. The introduction of dark pools increases welfare only for speculators, while other traders (even large traders) are worse off. Importantly, we show that a size execution priority rule improves global welfare and liquidity relative to a time execution priority for dark orders.

Suggested Citation

  • Bernales, Alejandro & Ladley, Daniel & Litos, Evangelos & Valenzuela, Marcela, 2021. "Dark trading and alternative execution priority rules," LSE Research Online Documents on Economics 118866, London School of Economics and Political Science, LSE Library.
  • Handle: RePEc:ehl:lserod:118866
    as

    Download full text from publisher

    File URL: http://eprints.lse.ac.uk/118866/
    File Function: Open access version.
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Duffie, Darrell & Antill, Samuel, 2017. "Augmenting Markets with Mechanisms," Research Papers repec:ecl:stabus:3623, Stanford University, Graduate School of Business.
    2. Bernales, Alejandro, 2019. "Make-take decisions under high-frequency trading competition," Journal of Financial Markets, Elsevier, vol. 45(C), pages 1-18.
    3. Sida Li & Xin Wang & Mao Ye, 2019. "Who Provides Liquidity, and When?," NBER Working Papers 25972, National Bureau of Economic Research, Inc.
    4. Brugler, James, 2015. "Into the light: dark pool trading and intraday market quality on the primary exchange," Bank of England working papers 545, Bank of England.
    5. 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.
    6. Doraszelski, Ulrich & Pakes, Ariel, 2007. "A Framework for Applied Dynamic Analysis in IO," Handbook of Industrial Organization, in: Mark Armstrong & Robert Porter (ed.), Handbook of Industrial Organization, edition 1, volume 3, chapter 30, pages 1887-1966, Elsevier.
    7. Ladley, Daniel, 2020. "The high frequency trade off between speed and sophistication," Journal of Economic Dynamics and Control, Elsevier, vol. 116(C).
    8. Chiarella, Carl & Ladley, Daniel, 2016. "Chasing trends at the micro-level: The effect of technical trading on order book dynamics," Journal of Banking & Finance, Elsevier, vol. 72(S), pages 119-131.
    9. Kwan, Amy & Masulis, Ronald & McInish, Thomas H., 2015. "Trading rules, competition for order flow and market fragmentation," Journal of Financial Economics, Elsevier, vol. 115(2), pages 330-348.
    10. Bennett, Paul & Wei, Li, 2006. "Market structure, fragmentation, and market quality," Journal of Financial Markets, Elsevier, vol. 9(1), pages 49-78, February.
    11. Burton Hollifield & Robert A. Miller & Patrik Sandås & Joshua Slive, 2006. "Estimating the Gains from Trade in Limit‐Order Markets," Journal of Finance, American Finance Association, vol. 61(6), pages 2753-2804, December.
    12. Bernales, Alejandro & Garrido, Nicolás & Sagade, Satchit & Valenzuela, Marcela & Westheide, Christian, 2020. "Trader Competition in Fragmented Markets: Liquidity Supply versus Picking-off Risk," SAFE Working Paper Series 234, Leibniz Institute for Financial Research SAFE, revised 2020.
    13. Pakes, Ariel & McGuire, Paul, 2001. "Stochastic Algorithms, Symmetric Markov Perfect Equilibrium, and the 'Curse' of Dimensionality," Econometrica, Econometric Society, vol. 69(5), pages 1261-1281, September.
    14. Linlin Ye, 2016. "Understanding the Impacts of Dark Pools on Price Discovery," Papers 1612.08486, arXiv.org.
    15. 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.
    16. Fink, Jason & Fink, Kristin E. & Weston, James P., 2006. "Competition on the Nasdaq and the growth of electronic communication networks," Journal of Banking & Finance, Elsevier, vol. 30(9), pages 2537-2559, September.
    17. 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.
    18. Aït-Sahalia, Yacine & Mykland, Per A. & Zhang, Lan, 2011. "Ultra high frequency volatility estimation with dependent microstructure noise," Journal of Econometrics, Elsevier, vol. 160(1), pages 160-175, January.
    19. 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.
    20. 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.
    21. 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.
    22. Menkveld, Albert J., 2013. "High frequency trading and the new market makers," Journal of Financial Markets, Elsevier, vol. 16(4), pages 712-740.
    23. Thierry Foucault & Albert J. Menkveld, 2008. "Competition for Order Flow and Smart Order Routing Systems," Journal of Finance, American Finance Association, vol. 63(1), pages 119-158, February.
    24. Goettler, Ronald L. & Parlour, Christine A. & Rajan, Uday, 2009. "Informed traders and limit order markets," Journal of Financial Economics, Elsevier, vol. 93(1), pages 67-87, July.
    25. Hamilton, James L, 1979. "Marketplace Fragmentation, Competition, and the Efficiency of the Stock Exchange," Journal of Finance, American Finance Association, vol. 34(1), pages 171-187, March.
    26. O'Hara, Maureen & Ye, Mao, 2011. "Is market fragmentation harming market quality?," Journal of Financial Economics, Elsevier, vol. 100(3), pages 459-474, June.
    27. He, Peng William & Jarnecic, Elvis & Liu, Yubo, 2015. "The determinants of alternative trading venue market share: Global evidence from the introduction of Chi-X," Journal of Financial Markets, Elsevier, vol. 22(C), pages 27-49.
    28. Maskin, Eric & Tirole, Jean, 2001. "Markov Perfect Equilibrium: I. Observable Actions," Journal of Economic Theory, Elsevier, vol. 100(2), pages 191-219, October.
    29. Gresse, Carole, 2017. "Effects of lit and dark market fragmentation on liquidity," Journal of Financial Markets, Elsevier, vol. 35(C), pages 1-20.
    30. Buti, Sabrina & Rindi, Barbara & Werner, Ingrid M., 2017. "Dark pool trading strategies, market quality and welfare," Journal of Financial Economics, Elsevier, vol. 124(2), pages 244-265.
    31. 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.
    32. Cordella, Tito & Foucault, Thierry, 1999. "Minimum Price Variations, Time Priority, and Quote Dynamics," Journal of Financial Intermediation, Elsevier, vol. 8(3), pages 141-173, July.
    33. Foley, Sean & Putniņš, Tālis J., 2016. "Should we be afraid of the dark? Dark trading and market quality," Journal of Financial Economics, Elsevier, vol. 122(3), pages 456-481.
    34. Menkveld, Albert J. & Yueshen, Bart Zhou & Zhu, Haoxiang, 2017. "Shades of darkness: A pecking order of trading venues," Journal of Financial Economics, Elsevier, vol. 124(3), pages 503-534.
    35. 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.
    36. Ronald L. Goettler & Christine A. Parlour & Uday Rajan, 2005. "Equilibrium in a Dynamic Limit Order Market," Journal of Finance, American Finance Association, vol. 60(5), pages 2149-2192, October.
    37. Nielsson, Ulf, 2009. "Stock exchange merger and liquidity: The case of Euronext," Journal of Financial Markets, Elsevier, vol. 12(2), pages 229-267, May.
    38. Branch, Ben & Freed, Walter, 1977. "Bid-Asked Spreads on the Amex and the Big Board," Journal of Finance, American Finance Association, vol. 32(1), pages 159-163, March.
    39. Carole Gresse, 2017. "Effects of Lit and Dark Market Fragmentation on Liquidity," Post-Print hal-01631771, HAL.
    40. Hansen, Peter R. & Lunde, Asger, 2006. "Realized Variance and Market Microstructure Noise," Journal of Business & Economic Statistics, American Statistical Association, vol. 24, pages 127-161, April.
    41. 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.
    42. Amihud, Yakov & Lauterbach, Beni & Mendelson, Haim, 2003. "The Value of Trading Consolidation: Evidence from the Exercise of Warrants," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 38(4), pages 829-846, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Suchismita Mishra & Le Zhao, 2021. "Order Routing Decisions for a Fragmented Market: A Review," JRFM, MDPI, vol. 14(11), pages 1-32, November.
    2. Jurich, Stephen N., 2021. "Does off-exchange trading decrease in the presence of uncertainty?," The Quarterly Review of Economics and Finance, Elsevier, vol. 81(C), pages 201-213.
    3. Bernales, Alejandro & Garrido, Nicolás & Sagade, Satchit & Valenzuela, Marcela & Westheide, Christian, 2020. "Trader Competition in Fragmented Markets: Liquidity Supply versus Picking-off Risk," SAFE Working Paper Series 234, Leibniz Institute for Financial Research SAFE, revised 2020.
    4. Markus Baldauf & Joshua Mollner, 2015. "Trading in Fragmented Markets," Discussion Papers 15-018, Stanford Institute for Economic Policy Research.
    5. Carole Gresse, 2017. "Effects of Lit and Dark Market Fragmentation on Liquidity," Post-Print hal-01631771, HAL.
    6. Carole Gresse, 2011. "Effects of Lit and Dark Market Fragmentation on Liquidity," Post-Print halshs-00641122, HAL.
    7. Aitken, Michael & Chen, Haoming & Foley, Sean, 2017. "The impact of fragmentation, exchange fees and liquidity provision on market quality," Journal of Empirical Finance, Elsevier, vol. 41(C), pages 140-160.
    8. Lausen, Jens & Clapham, Benjamin & Gomber, Peter & Bender, Micha, 2022. "Drivers and effects of stock market fragmentation - Insights on SME stocks," SAFE Working Paper Series 367, Leibniz Institute for Financial Research SAFE.
    9. Anna Pomeranets & Daniel G. Weaver, 2024. "Forced consolidation," Review of Quantitative Finance and Accounting, Springer, vol. 62(2), pages 579-601, February.
    10. Gomber, Peter & Sagade, Satchit & Theissen, Erik & Weber, Moritz Christian & Westheide, Christian, 2023. "Spoilt for choice: Determinants of market shares in fragmented equity markets," Journal of Financial Markets, Elsevier, vol. 64(C).
    11. Gresse, Carole, 2017. "Effects of lit and dark market fragmentation on liquidity," Journal of Financial Markets, Elsevier, vol. 35(C), pages 1-20.
    12. Bayona, Anna & Dumitrescu, Ariadna & Manzano, Carolina, 2023. "Information and optimal trading strategies with dark pools," Economic Modelling, Elsevier, vol. 126(C).
    13. Peter Gomber & Satchit Sagade & Erik Theissen & Moritz Christian Weber & Christian Westheide, 2017. "Competition Between Equity Markets: A Review Of The Consolidation Versus Fragmentation Debate," Journal of Economic Surveys, Wiley Blackwell, vol. 31(3), pages 792-814, July.
    14. Degryse, Hans & Karagiannis, Nikolaos, 2019. "Priority Rules," CEPR Discussion Papers 14127, C.E.P.R. Discussion Papers.
    15. Ibikunle, Gbenga & Li, Youwei & Mare, Davide & Sun, Yuxin, 2021. "Dark matters: The effects of dark trading restrictions on liquidity and informational efficiency," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 75(C).
    16. Hatheway, Frank & Kwan, Amy & Zheng, Hui, 2017. "An Empirical Analysis of Market Segmentation on U.S. Equity Markets," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(6), pages 2399-2427, December.
    17. Gomber, Peter & Sagade, Satchit & Theissen, Erik & Weber, Moritz Christian & Westheide, Christian, 2016. "Spoilt for choice: Order routing decisions in fragmented equity markets," CFR Working Papers 16-04, University of Cologne, Centre for Financial Research (CFR).
    18. Daniel Chen & Darrell Duffie, 2020. "Market Fragmentation," NBER Working Papers 26828, National Bureau of Economic Research, Inc.
    19. Carole Gresse, 2013. "Effects of Lit and Dark Trading Venue Competition on Liquidity : The MiFID Experience," Post-Print hal-01632517, HAL.
    20. Buti, Sabrina & Rindi, Barbara & Werner, Ingrid M., 2017. "Dark pool trading strategies, market quality and welfare," Journal of Financial Economics, Elsevier, vol. 124(2), pages 244-265.

    More about this item

    Keywords

    dark pool; limit order market; execution priority rules; liquidity; welfare;
    All these keywords.

    JEL classification:

    • C63 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computational Techniques
    • C73 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory - - - Stochastic and Dynamic Games; Evolutionary Games
    • D40 - Microeconomics - - Market Structure, Pricing, and Design - - - General
    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ehl:lserod:118866. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: LSERO Manager (email available below). General contact details of provider: https://edirc.repec.org/data/lsepsuk.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.