For every argument lauding electronic trading’s
contributions to efficiency, there is a blooper reel. One specific instance of
algorithmic trading and HFT contributing to negative pressures on the market
involved the biggest one-day decline in the history of the Dow Jones Industrial
Index- although prices recovered within minutes.
Jumpin’ Flash Crash
Throughout the day of the Flash Crash, stock prices had been
declining due to concerns over the European Debt Crisis. At 2:32pm, according
to the SEC and CFTC joint report called “Findings Regarding the Market Events
of May 6, 2010,” a large “fundamental trader” executed a sale of $4.1 billion
worth of e-Mini, an equity index futures contract with a notional value of 50
times the S&P 500. The firm used an “automated execution algorithm” which targeted
“an execution rate set to 9% of the trading. At first, the principle buyers of
these securities were HFT firms. Since HFTs prefer to trade a lot of contracts without
building up much inventory, they quickly sold those long positions. Remember
the fundamental trader used an algorithm set to execute at 9% of trading
volume, and the HFTs buying and selling would invariably increase volume.
Therefore, the fundamental trader’s algorithm executed the sell order faster,
completing it in about 20 minutes. The sudden imbalance of trades towards sales
contributed to price declines and triggered pauses in many firms’ automated
trade execution systems. In the “Lessons Learned” section of the joint report,
the SEC and CFTC noted that algorithmic trading of a large sell order “can
trigger extreme price movements” and can “quickly erode liquidity” in the
marketplace.
Concluding thoughts and the future of fair markets and HFT
In this blog’s most recent post, I highlighted the
efficiency of electronic trading. From lower bid-ask spreads to smaller trade
sizes, electronic trading has made the movement of capital within markets
faster and, some argue, easier. Turning to high-frequency trading, this
practice has shown what should be an assumption of well-functioning markets:
without regulation, firms with sufficient capital will find the most expedient
ways of turning a profit. The tool itself is not the source of evil, in fact,
it might have contributed to lower commissions. All of this has been mentioned
in earlier blog posts. However, the system is not without regulation.
Regulation NMS, or National Market System, made sure of four
things, one of which is directly relevant to the current discussion:
- Order Protection- this was described earlier as NBBO, or the right of investors to buy or sell at the best price they can that exists in the markets. (Source: Investopedia)
This rule focuses on
protecting the investor, specifically giving the smaller investors the same
rights as institutional investors. As we
have seen in dark pools, best described in the eponymous work Dark Pools by Scott Patterson, the NBBO
is not always followed to the letter in practice. The answer here is not the
elimination of a practice, which if harnessed, could potentially increase
liquidity in the market. The answer is regulation.
Keynes’ mention of animal spirits referred to human behavior which affected the performance of the general market. Shiller’s book of the same name later added to this discussion of reigning in the excesses of human nature. Shiller and Akerlof suggested government regulation as the answer, and this author agrees. Brad Katsuyama made the most insightful point that HFTs can be slowed down in order to reduce their advantage on the individual or even institutional investor. His exchange, IEX, may not be perfect, and Michael Lewis mentions that it has found HFTs probing its weaknesses. Brad Katsuyama, however, is not the answer.
Regulation
should be devoted to curbing the ability of HFT firms to front-run orders. The
slow-market arbitrage that HFTs take advantage of should force the exchanges
themselves to use the quickest feeds processed by the fastest technology, so
that the information presented by the exchanges is accurate and up-to-date.
Since regulation needs only to address the front-running, and eventually the
relationship between lack of transparency and lack of fairness within dark
pools, the SEC needs only find a way to slow down HFTs or restrict their
ability to see customer orders before they reach all the exchanges they are
meant to. (Source: Animal Spirits by Shiller and Akerlof)
Keynes’ mention of animal spirits referred to human behavior which affected the performance of the general market. Shiller’s book of the same name later added to this discussion of reigning in the excesses of human nature. Shiller and Akerlof suggested government regulation as the answer, and this author agrees. Brad Katsuyama made the most insightful point that HFTs can be slowed down in order to reduce their advantage on the individual or even institutional investor. His exchange, IEX, may not be perfect, and Michael Lewis mentions that it has found HFTs probing its weaknesses. Brad Katsuyama, however, is not the answer.
| "Allen Iverson is the answer, not me." |
The arbitrage between slow-updating exchanges can and should
be exploited to create more efficient markets, but when that becomes predatory,
efficient markets can become unfair markets. For the typical investor, remember these firms will typically try to exploit the differences in cents
between trade orders, and you should be working with a much higher margin of safety
than that. For traders there has been no better advice than “follow the white
rabbit.”
Happy trails and may your trades be of the highest frequency

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