The Value of a Millisecond: Harnessing Information in Fast, Fragmented Markets

We examine the introduction of a speed-bump by an existing exchange which provides certain participants with guaranteed speed advantages. A selective order processing delay for market orders on TSX Alpha allows low-latency liquidity providers to avoid adverse selection through their ability to react to activity on other venues. These changes increase profits for liquidity providers on TSX Alpha but negatively impact aggregate liquidity: market-wide costs for liquidity demanders increase, with liquidity suppliers’ profits reduced across remaining venues. Our findings have implications for the speed bump debate in the United States, speed differentials more generally, as well as the regulation of market linkages across fragmented trading venues.

[1]  Thierry Foucault,et al.  News Trading and Speed , 2012 .

[2]  Sunil Wahal,et al.  The Term Structure of Liquidity Provision , 2019, Journal of Financial Economics.

[3]  Maureen O'Hara,et al.  Cream-Skimming or Profit-Sharing? The Curious Role of Purchased Order Flow , 1996 .

[4]  Frank C. Graves,et al.  Computerized and High‐Frequency Trading , 2014 .

[5]  A. Menkveld The Economics of High-Frequency Trading: Taking Stock , 2016 .

[6]  Hendrik Bessembinder,et al.  Issues in Assessing Trade Execution Costs , 2000 .

[7]  Eric Budish,et al.  The High-Frequency Trading Arms Race: Frequent Batch Auctions as a Market Design Response , 2015 .

[8]  A. Park,et al.  Taxing High Frequency Market Making: Who Pays the Bill? , 2016 .

[9]  Matthew Baron,et al.  Risk and Return in High-Frequency Trading , 2017, Journal of Financial and Quantitative Analysis.

[10]  Carole Comerton-Forde,et al.  Inverted Fee Venues and Market Quality , 2017 .

[11]  Sunil Wahal,et al.  High Frequency Quoting, Trading, and the Efficiency of Prices , 2014 .

[12]  James Angel When Finance Meets Physics: The Impact of the Speed of Light on Financial Markets and Their Regulation , 2014, 1401.2982.

[13]  Charles M. Jones,et al.  Does Algorithmic Trading Improve Liquidity? , 2010 .

[14]  Quote Stuffing , 2016 .

[15]  Ryan Riordan,et al.  Trading Fast and Slow: Colocation and Liquidity , 2015 .

[16]  Thierry Foucault,et al.  Equilibrium Fast Trading , 2014 .

[17]  Andriy Shkilko,et al.  To Pay or Be Paid? The Impact of Taker Fees and Order Flow Inducements on Trading Costs in U.S. Options Markets , 2011 .

[18]  Kingsley Y. L. Fong,et al.  Algorithmic Trading and Market Quality: International Evidence , 2015, Journal of Financial and Quantitative Analysis.

[19]  Chengxi Yao,et al.  The Externalities of High Frequency Trading , 2013 .

[20]  V. V. Kervel,et al.  Competition for Order Flow with Fast and Slow Traders , 2015 .

[21]  Maureen O'Hara,et al.  High frequency market microstructure. , 2015 .

[22]  Andreas Park,et al.  Subsidizing Liquidity: The Impact of Make/Take Fees on Market Quality , 2014 .

[23]  Haoxiang Zhu Do Dark Pools Harm Price Discovery? , 2013 .

[24]  Wing Wah Tham,et al.  Cross-Sided Liquidity Externalities , 2017, Manag. Sci..

[25]  A. Menkveld,et al.  High-Frequency Trading around Large Institutional Orders , 2018 .

[26]  Tālis J. Putniņš,et al.  Dark Trading and Price Discovery , 2015 .

[27]  Wei Li High Frequency Trading with Speed Hierarchies , 2014 .

[28]  Maureen O'Hara,et al.  The Accuracy of Trade Classification Rules: Evidence from NASDAQ , 2000 .

[29]  L. Harris,et al.  What to Do about High-Frequency Trading , 2013 .

[30]  C. Holden,et al.  Liquidity Measurement Problems in Fast, Competitive Markets: Expensive and Cheap Solutions , 2013 .

[31]  Maureen O'Hara,et al.  Is Market Fragmentation Harming Market Quality? , 2009 .

[32]  G. Laughlin,et al.  Information Transmission between Financial Markets in Chicago and New York , 2012, 1302.5966.

[33]  Sugato Chakravarty,et al.  A model of broker's trading, with applications to order flow internalization $ , 2001 .

[34]  A. Menkveld High‐Frequency Traders and Market Structure , 2014 .

[35]  Marius Zoican,et al.  Need for Speed? Exchange Latency and Liquidity , 2016 .

[36]  Joshua Mollner,et al.  Fast Traders Make a Quick Buck: The Role of Speed in Liquidity Provision , 2016, Journal of Financial Markets.

[37]  Michael Brolley,et al.  Order Flow Segmentation, Liquidity and Price Discovery: The Role of Latency Delays , 2018 .

[38]  Costis Maglaras,et al.  Optimal Execution in a Limit Order Book and an Associated Microstructure Market Impact Model , 2015 .

[39]  Katya Malinova,et al.  Informed Trading and Maker-Taker Fees in a Low-Latency Limit Order Market , 2013 .

[40]  David A. Cimon Broker Routing Decisions in Limit Order Markets , 2018, Journal of Financial Markets.

[41]  Ohad Kadan,et al.  Liquidity Cycles and Make/Take Fees in Electronic Markets , 2009 .

[42]  Gideon Saar,et al.  Technology and Liquidity Provision: The Blurring of Traditional Definitions , 2007 .

[43]  P. Hoffmann A Dynamic Limit Order Market with Fast and Slow Traders , 2013, SSRN Electronic Journal.

[44]  R. Philip,et al.  High-Frequency Trading Strategies , 2018, Manag. Sci..

[45]  I. Marsh,et al.  Fast Aggressive Trading , 2014 .

[46]  René Carmona,et al.  High Frequency Market Making , 2012, 1210.5781.

[47]  Andriy Shkilko,et al.  Every Cloud Has a Silver Lining: Fast Trading, Microwave Connectivity and Trading Costs , 2016, The Journal of Finance.

[48]  A. Menkveld High frequency trading and the new market makers , 2013 .

[49]  Sean Foley,et al.  Asymmetries in Dark Pool Reference Prices , 2016 .

[50]  Ioanid Roşu Fast and Slow Informed Trading , 2019, Journal of Financial Markets.

[51]  Charles M. C. Lee,et al.  Inferring Trade Direction from Intraday Data , 1991 .

[52]  Allen Carrion Very Fast Money: High-Frequency Trading on the NASDAQ , 2013 .

[53]  Roman Kozhan,et al.  Toxic Arbitrage , 2014 .

[54]  Ronald W. Masulis,et al.  Trading Rules, Competition for Order Flow and Market Fragmentation , 2014 .

[55]  R. Davies,et al.  Using Matched Samples to Test for Differences in Trade Execution Costs , 2007 .

[56]  Christoph Lattemann,et al.  High-Frequency Trading , 2011 .

[57]  Boyan Jovanovic,et al.  Middlemen in Limit Order Markets , 2016 .

[58]  A. Kyle Continuous Auctions and Insider Trading , 1985 .

[59]  Robert H. Battalio,et al.  Can Brokers Have It All? On the Relation between Make-Take Fees and Limit Order Execution Quality , 2015 .

[60]  Yungao Ma,et al.  Computerization of the Equity, Foreign Exchange, Derivatives, and Fixed‐Income Markets , 2013 .