1932

Abstract

I review the recent high-frequency trader (HFT) literature to single out the economic channels by which HFTs affect market quality. I first group the various theoretical studies according to common denominators and discuss the economic costs and benefits they identify. For each group, I then review the empirical literature that speaks to either the models’ assumptions or their predictions. This enables me to come to a data-weighted judgement on the economic value of HFTs.

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2016-10-23
2024-10-14
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Literature Cited

  1. AFM (Neth. Auth. Financ. Mark.) 2016. A Case Analysis of Critiques on High-Frequency Trading. Amsterdam: Auth. Financ. Mark. [Google Scholar]
  2. Aït-Sahalia Y, Saglam M. 2014. High frequency traders: taking advantage of speed Work. Pap., Dep. Econ., Princeton Univ. [Google Scholar]
  3. Aldrich EM, Grundfest JA, Laughlin G. 2016. The Flash Crash: a new deconstruction Work. Pap., Univ. Calif., Santa Cruz [Google Scholar]
  4. Almgren R, Chriss N. 2000. Optimal execution of portfolio transactions. J. Risk 3:5–39 [Google Scholar]
  5. Angel JJ, Harris LE, Spatt CS. 2015. Equity trading in the 21st century: an update. Q. J. Finance 5:1550002 [Google Scholar]
  6. Baldauf M, Mollner J. 2015. High-frequency trading and market performance Work. Pap., Stanford Univ. [Google Scholar]
  7. Baron M, Brogaard J, Hagströmer B, Kirilenko A. 2015. Risk and return in high-frequency trading Work. Pap., Univ. Wash. [Google Scholar]
  8. Baruch S, Glosten LR. 2016. Strategic foundation for the tail expectation in limit order book markets Work. Pap., Columbia Univ. [Google Scholar]
  9. Benos E, Brugler J, Hjalmarsson E, Zikes F. 2015. Interactions among high-frequency traders Work. Pap. 523, Bank Engl., London [Google Scholar]
  10. Benos E, Sagade S. 2016. Price discovery and the cross-section of high-frequency trading. J. Financ. Mark. 3054–77 [Google Scholar]
  11. Bernales A. 2014. Algorithmic and high frequency trading in dynamic limit order markets Work. Pap., Univ. Chile [Google Scholar]
  12. Biais B, DeClerck F, Moinas S. 2015. Who supplies liquidity, how and when? Work. Pap., Toulouse Univ. [Google Scholar]
  13. Biais B, Foucault T. 2014. HFT and market quality. Bank. Mark. Invest. 128:5–19 [Google Scholar]
  14. Biais B, Foucault T, Moinas S. 2015. Equilibrium fast trading. J. Financ. Econ. 73:3–36 [Google Scholar]
  15. Biais B, Glosten L, Spatt C. 2005. A survey of microfoundations, empirical results, and policy implications. J. Financ. Mark. 8:217–64 [Google Scholar]
  16. Biais B, Woolley P. 2011. High frequency trading Work. Pap., Toulouse Univ. [Google Scholar]
  17. Black FS. 1971a. Towards a fully automated exchange, part I. Financ. Anal. J. 27:429–34 [Google Scholar]
  18. Black FS. 1971b. Towards a fully automated exchange, part II. Financ. Anal. J. 27:624–87 [Google Scholar]
  19. Boehmer E, Fong K, Wu J. 2014. International evidence on algorithmic trading Work. Pap., EDHEC Bus. Sch. [Google Scholar]
  20. Boehmer E, Li D, Saar G. 2015. Correlated high-frequency trading Work. Pap., Cornell Univ. [Google Scholar]
  21. Bongaerts D, Kong L, Van Achter M. 2015. Trading speed competition: Can the arms race go too far? Work. Pap., Rotterdam Sch. Manag. [Google Scholar]
  22. Bongaerts D, Van Achter M. 2015. High-frequency trading and market stability. Work. Pap., Rotterdam Sch. Manag. [Google Scholar]
  23. Boulatov A, Bernhardt D, Larionov I. 2016. Predatory and defensive trading in a dynamic model of optimal execution by multiple traders Work. Pap., High. Sch. Econ., Moscow [Google Scholar]
  24. Breckenfelder J. 2013. Competition between high-frequency traders, and market quality Work. Pap., Eur. Cent. Bank, Frankfurt, Ger. [Google Scholar]
  25. Brogaard J, Carrion A, Moyaert T, Riordan R, Shkilko A, Sokolov K. 2015a. High-frequency trading and extreme price movements Work. Pap., Univ. Wash. [Google Scholar]
  26. Brogaard J, Garriott C. 2015. High-frequency trading competition Work. Pap., Univ. Wash. [Google Scholar]
  27. Brogaard J, Hagströmer B, Nordén L, Riordan R. 2015b. Trading fast and slow: colocation and liquidity. Rev. Financ. Stud. 28:3407–43 [Google Scholar]
  28. Brogaard J, Hendershott T, Hunt S, Ysusi C. 2014. High-frequency trading and the execution costs of institutional investors. Financ. Rev. 49:345–69 [Google Scholar]
  29. Brogaard J, Hendershott T, Riordan R. 2014. High frequency trading and price discovery. Rev. Financ. Stud. 27:2267–306 [Google Scholar]
  30. Brogaard J, Hendershott T, Riordan R. 2015. Price discovery without trading: evidence from limit orders. Work. Pap., Univ. Calif., Berkeley [Google Scholar]
  31. Brogaard J, Hendershott T, Riordan R. 2016. High frequency trading and the 2008 short sale ban. J. Financ. Econ. In press [Google Scholar]
  32. Brunnermeier MK, Pedersen LH. 2005. Predatory trading. J. Finance 60:1825–63 [Google Scholar]
  33. Budish E, Cramton P, Shim J. 2015. The high-frequency trading arms race: frequent batch auctions as a market design response. Q. J. Econ. 130:1547–621 [Google Scholar]
  34. Cappon A. 2014. The brokerage world is changing, who will survive?. Forbes April 16. http://www.forbes.com/sites/advisor/2014/04/16/the-brokerage-world-is-changing-who-will-survive [Google Scholar]
  35. Cardella L, Hao J, Kalcheva I, Ma YY. 2014. Computerization of the equity, foreign exchange, derivatives, and fixed-income markets. Financ. Rev. 49:231–43 [Google Scholar]
  36. Carrion A. 2013. Very fast money: high-frequency trading on the NASDAQ Work. Pap., Lehigh Univ. [Google Scholar]
  37. Cartea A, Payne R, Penalva J, Tapia M. 2016. Ultra-fast activity and market quality Work. Pap., Univ. Carlos III Madr. [Google Scholar]
  38. Cartea A, Penalva J. 2012. Where is the value in high frequency trading?. Q. J. Finance 2:1–46 [Google Scholar]
  39. Cespa G, Vives X. 2015. The welfare impact of high frequency trading. Work. Pap., City Univ. Lond.
  40. Chaboud A, Chiquoine B, Hjalmarsson E, Vega C. 2014. Rise of the machines: algorithmic trading in the foreign exchange market. J. Finance 69:2045–84 [Google Scholar]
  41. Chaboud A, Hjalmarsson E, Vega C. 2015. The need for speed: minimum quote life rules and algorithmic trading. Work. Pap., Fed. Reserve Board, Washington, DC
  42. Chordia T, Goyal A, Lehmann BN, Saar G. 2013. High-frequency trading. J. Financ. Mark. 16:637–45 [Google Scholar]
  43. Coates JM, Gurnell M, Rustichini A. 2008. Second-to-fourth digit ratio predicts success among high-frequency financial traders. PNAS 106:623–28 [Google Scholar]
  44. Cochrane J. 2012. Weird stuff in high frequency markets. Grumpy Economist Blog Feb. 28. http://johnhcochrane.blogspot.nl/2012/02/weird-stuff-in-high-frequency-markets.html [Google Scholar]
  45. de Jong F, Rindi B. 2009. The Microstructure of Financial Markets Cambridge, UK: Cambridge Univ. Press [Google Scholar]
  46. Ding S, Hanna J, Hendershott T. 2014. How slow is the NBBO? A comparison with direct exchange feeds. Financ. Rev. 49:313–32 [Google Scholar]
  47. Du S, Zhu H. 2014. Welfare and optimal trading frequency in dynamic double auctions. Work. Pap., Mass. Inst. Technol.
  48. Easley D, López de Prado MM, O'Hara M. 2011. The microstructure of the `Flash Crash': flow toxicity, liquidity crashes, and the probability of informed trading. J. Portf. Manag. 37:118–28 [Google Scholar]
  49. Easley D, López de Prado MM, O'Hara M. 2012. Flow toxicity and liquidity in a high frequency world. Rev. Financ. Stud. 25:1457–93 [Google Scholar]
  50. Easley D, López de Prado MM, O'Hara M. 2013. High-Frequency Trading London: Risk Books [Google Scholar]
  51. Egginton J, Van Ness BF, Van Ness RA. 2016. Quote stuffing. Financ. Manag. 45583–608 [Google Scholar]
  52. Fishe R, Haynes R, Onur E. 2015. Anticipatory traders and trading speed Work. Pap., Commod. Futur. Trading Comm., Washington, DC [Google Scholar]
  53. Foucault T, Hombert J, Roşu I. 2016. News trading and speed. J. Finance 71:335–82 [Google Scholar]
  54. Foucault T, Kozhan R, Tham WW. 2015. Toxic arbitrage Work. Pap., HEC Paris [Google Scholar]
  55. Foucault T, Menkveld AJ. 2008. Competition for order flow and smart order routing systems. J. Finance 63:119–58 [Google Scholar]
  56. Foucault T, Pagano M, Röell A. 2013. Market Liquidity: Theory, Evidence, and Policy Oxford, UK: Oxford Univ. Press [Google Scholar]
  57. Foucault T, Röell A, Sandås P. 2003. Market making with costly monitoring: an analysis of the SOES controversy. Rev. Financ. Stud. 16:345–84 [Google Scholar]
  58. Frazzini A. 2012. Trading costs of asset pricing anomalies. Work. Pap. 14-05, Chic. Booth Sch. Bus., Univ. Chic.
  59. Gai J, Yao C, Ye M. 2013. The externalities of high-frequency trading Work. Pap., Univ. Ill., Urbana-Champaign [Google Scholar]
  60. Glode V, Opp C. 2016. Asymmetric information and intermediation chains. Am. Econ. Rev. 1062699–721 [Google Scholar]
  61. Glosten L, Milgrom P. 1985. Bid, ask, and transaction prices in a specialist market with heterogeneously informed agents. J. Financ. Econ. 14:71–100 [Google Scholar]
  62. Goettler R, Parlour C, Rajan U. 2009. Informed traders in limit order markets. J. Financ. Econ. 93:67–87 [Google Scholar]
  63. Goldstein MA, Kumar P, Graves FC. 2014. Computerized and high-frequency trading. Financ. Rev. 49:177–202 [Google Scholar]
  64. Gomber P, Arndt B, Lutat M, Uhle T. 2011. High-frequency trading Work. Pap., Goethe Univ. [Google Scholar]
  65. Hagströmer B, Nordén L. 2013. The diversity of high frequency traders. J. Financ. Mark. 16:741–70 [Google Scholar]
  66. Hagströmer B, Nordén L, Zhang D. 2014. How aggressive are high-frequency traders?. Financ. Rev. 49:395–419 [Google Scholar]
  67. Han J, Khapko M, Kyle AS. 2014. Liquidity with high-frequency market making Work. Pap., Stockh. Sch. Econ. [Google Scholar]
  68. Harris JH, Saad M. 2014. The sound of silence. Financ. Rev. 49:203–30 [Google Scholar]
  69. Hasbrouck J. 2015. High frequency quoting: short-term volatility in bids and offers Work. Pap., N.Y. Univ. [Google Scholar]
  70. Hasbrouck J, Saar G. 2013. Low-latency trading. J. Financ. Mark. 16:646–79 [Google Scholar]
  71. Hendershott T, Jones CM, Menkveld AJ. 2011. Does algorithmic trading improve liquidity?. J. Finance 66:1–33 [Google Scholar]
  72. Hendershott T, Menkveld AJ. 2014. Price pressures. J. Financ. Econ. 114:405–23 [Google Scholar]
  73. Hendershott T, Riordan R. 2013. Algorithmic trading and information. J. Financ. Quant. Anal. 48:1001–24 [Google Scholar]
  74. Hirschey NH. 2016. Do high-frequency traders anticipate buying and selling pressure? Work. Pap., Lond. Bus. Sch. [Google Scholar]
  75. Hoffmann P. 2014. A dynamic limit order market with fast and slow traders. J. Financ. Econ. 113:156–69 [Google Scholar]
  76. Hu GX, Pan J, Wang J. 2014. Early peek advantage? Work. Pap., Mass. Inst. Technol. [Google Scholar]
  77. Jarnecic E, Snape M. 2014. The provision of liquidity by high-frequency participants. Financ. Rev. 49:371–94 [Google Scholar]
  78. Jarrow R, Protter P. 2012. A dysfunctional role of high frequency trading in electronic markets. Int. J. Theor. Appl. Finance 15:219–49 [Google Scholar]
  79. Johnson B. 2010. Algorithmic Trading & DMA London: 4Myeloma Press [Google Scholar]
  80. Jones CM. 2013. What do we know about high-frequency trading? Work. Pap., Columbia Univ. [Google Scholar]
  81. Jovanovic B, Menkveld AJ. 2015a. Dispersion and skewness of bid prices Work. Pap., Vrije Univ. Amst. [Google Scholar]
  82. Jovanovic B, Menkveld AJ. 2015b. Middlemen in limit-order markets Work. Pap., Vrije Univ. Amst. [Google Scholar]
  83. Kirilenko AA, Kyle A, Samadi M, Tuzun T. 2014. The Flash Crash: the impact of high frequency trading on an electronic market Work. Pap., Univ. Md. [Google Scholar]
  84. Kirilenko AA, Lo AW. 2013. Moore's law versus Murphy's law: algorithmic trading and its discontents. J. Econ. Perspect. 27:51–72 [Google Scholar]
  85. Korajczyk RA, Murphy D. 2016. High frequency market making to large institutional trades Work. Pap., Northwest. Univ. [Google Scholar]
  86. Krugman P. 2009. Rewarding bad actors. New York Times Aug. 2, p. A21 [Google Scholar]
  87. Kumar P, Seppi D. 1994. Information and index arbitrage. J. Bus. 69:481–509 [Google Scholar]
  88. Kyle A. 1985. Continuous auctions and insider trading. Econometrica 53:1315–35 [Google Scholar]
  89. Latza T, Marsh I, Payne R. 2014. Fast aggressive trading Work. Pap., Cass Bus. Sch. [Google Scholar]
  90. Laughlin G. 2014. Optical data transmissions. Systemic Blog Nov. 28. http://oklo.org/2014/11/28/optical-data-transmission/ [Google Scholar]
  91. Laughlin G, Aguirre A, Grundfest J. 2014. Information transmission between financial markets in Chicago and New York. Financ. Rev. 49:283–312 [Google Scholar]
  92. Laumonier A. 2016. HFT in the banana land. Sniper in Mahwah Blog Jan. 26. https://sniperinmahwah.wordpress.com/2016/01/26/hft-in-the-banana-land/ [Google Scholar]
  93. Lee CM, Radhakrishna B. 2000. Inferring investor behavior: evidence from TORQ data. J. Financ. Mark. 3:83–111 [Google Scholar]
  94. Lewis M. 2014. Flash Boys New York: W.W. Norton & Company [Google Scholar]
  95. Li S. 2015. Long lived flow of private information, high frequency competition, and market efficiency Work. Pap., Secur. Exch. Comm., San Francisco [Google Scholar]
  96. Li W. 2014. High frequency trading with speed hierarchies Work. Pap., Johns Hopkins Univ. [Google Scholar]
  97. Madhavan AN. 2012. Exchange-traded funds, market structure, and the Flash Crash. Financ. Anal. J. 68:20–35 [Google Scholar]
  98. Malinova K, Park A. 2016. ``Modern'' market makers Work. Pap., Univ. Tor. [Google Scholar]
  99. Malinova K, Park A, Riordan R. 2013. Do retail traders suffer from high-frequency traders? Work. Pap., Univ. Tor. [Google Scholar]
  100. Malkiel B. 2009. High-frequency trading is a natural part of market evolution. Financ. TimesDec. 14 [Google Scholar]
  101. McInish TH, Upson J, Wood RA. 2013. The Flash Crash: trading aggressiveness, liquidity supply, and the impact of intermarket sweep orders. Financ. Rev. 49:481–509 [Google Scholar]
  102. Menkveld AJ. 2013. High frequency trading and the new market makers. J. Financ. Mark. 16:712–40 [Google Scholar]
  103. Menkveld AJ. 2014. High frequency traders and market structure. Financ. Rev. 49:333–44 [Google Scholar]
  104. Menkveld AJ. 2016. High-frequency trading viewed through an electronic microscope Work. Pap., Vrije Univ. Amst [Google Scholar]
  105. Menkveld AJ, Yueshen BZ. 2014. Middlemen interaction and its effect on market quality Work. Pap., Vrije Univ. Amst. [Google Scholar]
  106. Menkveld AJ, Yueshen BZ. 2015. The Flash Crash: a cautionary tale about highly fragmented markets Work. Pap., Vrije Univ. Amst. [Google Scholar]
  107. Menkveld AJ, Zoican MA. 2016. Need for speed? Low latency trading and adverse selection Work. Pap., Vrije Univ. Amst. [Google Scholar]
  108. Merton RC. 1969. Lifetime portfolio selection under uncertainty: the continuous-time case. Rev. Econ. Stat. 51:247–57 [Google Scholar]
  109. Moallemi C, Sağlam M. 2013. The cost of latency in high-frequency trading. Oper. Res. 61:1070–86 [Google Scholar]
  110. O'Hara M. 1995. Market Microstructure Theory Malden, MA: Blackwell Publ [Google Scholar]
  111. O'Hara M. 2015. High frequency market microstructure. J. Financ. Econ. 116:257–70 [Google Scholar]
  112. Pagnotta E, Philippon T. 2015. Competing on speed Work. Pap., N.Y. Univ. [Google Scholar]
  113. Parlour CA, Seppi D. 2003. Liquidity-based competition for order flow. Rev. Financ. Stud. 16:301–43 [Google Scholar]
  114. Parlour CA, Seppi DJ. 2008. Limit order markets: a survey. Handbook of Financial Intermediation and Banking A Boot, A Thakor 63–96 Amsterdam: Elsevier [Google Scholar]
  115. Patterson S. 2012. Dark Pools: The Rise of the Machine Traders and the Rigging of the U.S. Stock Market. New York: Crown [Google Scholar]
  116. Raman V, Robe M, Yadav PK. 2014. Electronic market makers, trader anonymity and market fragility Work. Pap., Commod. Futur. Trading Comm., Washington, DC [Google Scholar]
  117. Riordan R, Storkenmaier A. 2012. Latency, liquidity and price discovery. J. Financ. Mark. 15:416–37 [Google Scholar]
  118. Roşu I. 2016. Fast and slow informed trading Work. Pap., HEC Paris [Google Scholar]
  119. SEC (Secur. Exch. Comm.) 2010. Concept release on equity market structure. Concept Release 34-61358, File S7-02-10, Secur. Exch. Comm, Washington, DC
  120. SEC (Secur. Exch. Comm.) 2014. Equity Market Structure Literature Review, Part II: High Frequency Trading Washington, DC: Secur. Exch. Comm. [Google Scholar]
  121. Stiglitz JE. 2014. Tapping the brakes: are less active markets safer and better for the economy? Work. Pap., Columbia Univ. [Google Scholar]
  122. van Kervel V. 2015. Competition for order flow with fast and slow traders. Rev. Financ. Stud. 28:2097–127 [Google Scholar]
  123. van Kervel V, Menkveld AJ. 2015. High-frequency trading around large institutional orders. Work. Pap., Vrije Univ. Amst.
  124. Vayanos D, Wang J. 2013. Market liquidity: theory and empirical evidence. Handbook of the Economics of Finance G Constantinides, M Harris, R Stulz 1289–361 Amsterdam: Elsevier [Google Scholar]
  125. Weller B. 2013. Intermediation chains Work. Pap., Univ. Chic [Google Scholar]
  126. Weller B. 2016. Efficient prices at any cost: Does algorithmic trading deter information acquisition? Work. Pap., Kellogg Sch. Manag., Northwest. Univ. [Google Scholar]
  127. Yang L, Zhu H. 2015. Back-running: seeking and hiding fundamental information in order flows Work. Pap., Mass. Inst. Technol. [Google Scholar]
  128. Yao C, Ye M. 2015. Why trading speed matters: a tale of queue rationing under price controls Work. Pap., Univ. Ill., Urbana-Champaign [Google Scholar]
  129. Yueshen BZ. 2015. Market making uncertainty Work. Pap., INSEAD [Google Scholar]
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