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It Ain't Rocket Surgery: The Skewed Incentives and Dangerous Consequences of High-Frequency Trading

Posted: 06/01/2012 5:11 pm

During my appearance on NPR's Marketplace last week, I discussed why I left the high-frequency trading (HFT) business. When I learned that I was about to become a father, I was forced to re-examine many things in my life, not the least of which was a profession that added little value to the world. At 30 years old, I would regularly be trading positions worth millions of dollars, an extremely stressful daily undertaking. I began to fear that I was spending too much of my life's stress budget on something that quite honestly, was helping to wreak tremendous economic havoc. Ultimately I decided to walk away from an extremely lucrative profession.

HFT is a subset of a part of the financial services industry called quantitative analysis. Researchers are often referred to as quants, and there's a popular saying amongst quants: "It Ain't Rocket Surgery." This conflates "rocket science" and "brain surgery" to come up with a hybrid term that is supposed to poke fun at the fact that while what they do is very hard, it wasn't as hard as either of those.

Lately, I've thought about this saying in a different way. The most successful quants make huge amounts of money -- annual bonuses in the millions of dollars. Quants who have proven themselves successful (or who just sound really smart and interview really well) can command base salaries very similar to top neurosurgeons, and without the 15 to 20 years it takes to advance in said profession. While working at one of the largest hedge funds in the world, I heard the story of a quant manager who was so offended by his meager $85 million bonus that he left the company. I'm not sure there's an aerospace engineer or neurosurgeon or even a Major League Baseball player in the world that wouldn't happily take this bonus.

I wouldn't argue that compensation in HFT is dramatically different than in the rest of financial services, but it is certainly among the most extreme in the industry.

This would all be well and good if high-frequency traders contributed some value to society at large. Examining the value proposition (or lack thereof) of HFT would take many blog posts, or an entire book (which was just published, Broken Markets by Sal Arnuk and Joe Saluzzi). There is a case to be made that rather than providing liquidity and increasing market efficiency, HFT is doing the opposite (Nanex has produced some excellent research on this topic).

I have personally seen how HFT is increasing market volatility, creating events such as the Flash Crash of May 2010. I was on the trading floor when the market disappeared that day, and stopped functioning. While the standard explanation of the flash crash is an order that was too big for the market to handle, it had seemed inevitable that Chaos Theory and the nonlinear implications of sensitive dependence on initial conditions would lead to a destructive positive feedback loop. In other words, a butterfly flapped its wings somewhere in Delaware, and the entire U.S. equity market fell apart for a few minutes. Nothing has changed since then, and individual securities demonstrate this behavior on a daily basis.

There is no doubt that the fallout of the Flash Crash is that retail investor confidence has been undermined, and small investors have been fleeing equity markets even as the economy flattens out and the market rises. According to the Wall St Journal, "$370 billion has been withdrawn from U.S. stock funds by small investors" since this event. Some argue that equity outflows are a result of the worst financial crisis since the Great Depression. However, the stock market has risen by almost 19 percent in the two years following the Flash Crash (though there was a month -- from July to August 2010 -- during which the market dropped more than 16 percent). With this kind of volatility, is it any wonder that retail investors are fleeing from a market that they no longer understand?

There are much graver implications to our economy from increased market volatility and decreased investor confidence. Higher volatility creates a negative wealth effect. Retail investors tend to time the market poorly, buying when stocks are too high and selling when they are too low. In addition, higher correlation amongst stocks means that traditionally unrelated companies and sectors move in a more concerted fashion. This eliminates the benefits of diversification, an idea that has been championed to retail investors for decades. As retail investors pull out of the market, the bedrock of the greatest capital formation and price discovery mechanism ever created is disappearing, leaving behind statistically-driven trading systems trying to game each other to shave pennies here and there. This is destroying the U.S. economy's ability to support and grow new businesses.

I entered the world of finance for many reasons. I grew up during the dot-com bubble, so I thought I knew how to pick stocks. The compensation was extremely high. There's also huge appeal to "the game," the relentless judgment passed by the market on a daily basis demonstrating how right or wrong you are. But at my core, I have philosophically been a capitalist my entire life. As I witnessed the destruction of capital markets, driven by crony capitalism and the ambition of a small wealthy population to become yet wealthier, I could no longer sit idly by and watch it happen. Something must be done to dramatically shake up the financial services industry, and while regulations are being written and manipulated by lobbyists, that will not happen. In my next post, I'll talk about some possible solutions to this problem, and why we have little hope of seeing them passed without several more crashes, flash or otherwise.

 
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06:16 PM on 07/04/2012
If over use of algorithms and mathematically programmed investing becomes the norm and markets freeze or lock up, then human management will have to intervene and place limits on what computerized investment controls are allowed to do in markets. I predict they will either outlaw such controls similar to outlawing computers in LasVegas gambling, or regulating the extent and what such programs can and can not do, in terms of being able to completely crash and destroy normal markets functionality. If markets do not maintain some semblance of normality then regulating and controlling the use of computerized trading tools will have to become the new legal required "norm". If trading becomes impossible and sporadic with only few pauses of normal market behavior due to volatility becoming uncontrolled and temporary, then these limits on technology applied to trading will have to be written into stock market trading rules and regulations. It is classic human behavior to push things to their limit just to find out what those limits are. Similar to raising the voltage on a light bulb to get brighter performance but cutting it's lifespan in half. Similar analogies could be made on the use of steroids and athletic performance.
Common Sense is not so common. Human experience shows we would rather break the system by pushing it to it's limit before we realize that there are built in limits to every system.
08:06 AM on 06/05/2012
You know Chuck Shumer will be standing by with a poison pill to make sure regulatory reform never passes. He did a bangup job protecting Carried Interest for his buddies on the street - no way he abandons them on this fight.
06:06 PM on 06/04/2012
I believe HFT abuses could be contained by reinstating the up-tick rule, charging a transaction tax and enforcing the rules against naked short selling. Cliff Lindroth
02:47 PM on 06/04/2012
Great article! The answer to the question of how does HFT harm public investors is simple. In times of uncertainty HFT become High Frequency Short Sellers and pound equity markets way down because there are no buyers. This causes the stock market to become disfunctiolnal and perform like a commondity exchange. Cliff Lindroth
11:57 AM on 06/04/2012
The dangerous consequences of HFT is not stopping the growth and spread of it any time soon- especially in China.
High Frequency Trading Likely to Increase by 400% in China by 2013: http://bit.ly/tQlilb
04:33 AM on 06/04/2012
To schwindle or not to schwindle is zee kvestion.
The Joler
nil sine labore
02:56 AM on 06/04/2012
Hardly surprising that retail investors are bailing out on the stock market. Great news in fact, as the stock market as a valuable institution has been largely destroyed by those who have turned it into a money making gambling casino. Without the retail investor the banks, HVT, Hedge funds and the like will all be trying to game each other to make their profits. And being full of smart people they will quickly realize that they have made it into a zero sum game of no value. The perversion that the stock market is today is a sure sign of how far we have drifted from real capitalism. The combining of money, drive and ideas to create real goods and services that through their implicit value create profits. That is why the stock market was originally created. So much market activity these days is just about making money by shorting someone else. The actual creation of value seems to be a lost art. Hopefully the facebook IPO con will be the last straw for most private investors.
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Dave Lauer
08:10 AM on 06/04/2012
While retail investors have *begun* to pull out, we shouldn't forget that most folks' retirement funds are still predominantly allocated to equities, whether in IRA/401k's or pension funds as they chase yield in a low-yield environment. Letting the system implode is not a viable course of action in my opinion, although I agree with you that if nothing is done, that's probably where we're headed.
The Joler
nil sine labore
08:18 PM on 06/04/2012
A chunk of my retirement savings are also tied up in the stock market through 401 k's so I don't particularly want it to explode. I am reaching the conclusion however that the stock marlet has changed so much in the last few years that reliance on long time reversion to mean return patterns may not be a sensible belief for most investors. When so much money is being milked from the market through these sophisticated trading mechanisms one has to suspect that the return to the ordinary player has to suffer as a consequence. This of course raises the interesting question of where do I put it.
04:22 PM on 06/05/2012
"... they will quickly realize that they have made it into a zero sum game of no value."

That implies that the price at which any trade takes place is "fair value", which makes any trade by a pension fund as good as it can get. If they all stay in the market, all have a wide variety of strategies and have an honest broker then I should be very happy in a zero arb market.

The reason the market exists is for company founders to have an exit strategy and for pension funds to be able to invest in the general economy. As long as it is used in that way HFT has little impact.
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KarmaPatrol
Riverboat Gambler, satellite whisperer. Independe
12:01 AM on 06/04/2012
Retail investors have left in droves. Now it will be the big banks vs. the hedge funds vs. the multinationals. Let the games begin!!!
09:51 PM on 06/03/2012
For HFtraders to win, somebody has to lose, and typically this is the small, retail investor. It is great that we have all been taken so many times, in so many ways, that we have given up. Let the 1%ers cannibalize themselves.
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09:26 PM on 06/03/2012
HFT's,Dark Liquidity Pools, IPO manipulation - there is no room for the little guy anymore and if there was Wall Street has assembled some of the greatest liars that ever lived.
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kamact
Market Observer
02:27 PM on 06/03/2012
It's too much money in too few hands...and captive governments, credit rating agencies, and media...which enables unregulated greed with super computers...these few insiders are much more likely to gain by taking from the many...Then they buy they next generation of enabling agents...
11:50 AM on 06/03/2012
"It Ain't Rocket Surgery"

Is rocket surgery done by a guy who is a rocket scientist and brain surgeon?
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J T K
Quis custodiet ipsos custodes?
04:32 AM on 06/03/2012
Nobody's actually been able to explain how HFT is such a bad thing. They keep going back to the flash crash but that was a one time incident. Nobody, including the people who are paid to know these things, seems to know day to day what affect HFT has on the market and especially whether it actually raises volatility not just volume.
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Dave Lauer
06:00 AM on 06/03/2012
Hi JTK,
Actually this is not true. As I cite in my post above, Sal Arnuk and Joe Saluzzi have published an entire book on this called "Broken Markets". In addition, although the Flash Crash was a one-time incident, the economic cost was high, entirely born by retail investors who had stop-loss orders executed, and has affected investor confidence. There has also been several research papers put out that demonstrate the increasing self-similarity of the stock market thanks to HFT and the increase in volatility.
Dave
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J T K
Quis custodiet ipsos custodes?
03:59 PM on 06/03/2012
Thanks for the response Dave,

I'm not saying the cost wasn't high but that's just one incident. If we are going to condemn everything that has a few bad incidents then we should entirely get rid of the markets, not to mention the production, sale, and distribution of guns, cars, lettuce, tomatoes, beef, chicken, pork, oil, coal, and the list is endless.

I'm waiting for someone to tell me how day to day HFT is hurting people, not the incidents like the flash crash, how does HFT affect me the individual investor. I'd argue that it probably doesn't because I am not moving in and out of the market fast enough for HFT trades to cause me issues and unless it's causing long term price shifts, the only ones affected are the people who are quickly moving in and out of the market, mainly big trading firms and/or other HFTers.
04:26 PM on 06/05/2012
What about the retail investor who had limit orders to buy in place and was filled all the way down?

What the research has found is that, for the small retail investor, the spreads are narrower, the intraday volatility is higher and the interday volatility is lower.

Again, a very small fee (1 or 2 pennies per order) on every order entered would solve the vast majority of the problems, spcifically the orders flashed in to hunt for non visable liquidity.
12:27 PM on 06/04/2012
Hello JTK,

If you can buy an advance peek of a upcoming trade to front run the trade, can you see how that is unfair?
If I make a trade (buy or sell) in a low liquidity exchange where the price moves with fewer shares and then trade (sell or buy) the same number of shares in a higher liquidity exchange where the price movement is less, can you see how that can cause profit for me and price movement in a particular direction without any real market force behind it?
If I get a kickback from the exchanges for directing volume to them, can you see how I can make a profit even if I don't sell high and buy low?
How many of these perks or advantages do you have working for you in this rigged market?
How many of the 2 million quotes per second are you getting access to before they are withdrawn?
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BigBearcatBill
This is the real Bearcat - a Binturong
03:50 AM on 06/03/2012
Put a GPS tracker device on all traders and their CEO/managers - they could take off with all the money and break this country in a monents notice.
03:04 AM on 06/03/2012
Good foray into the nontransparent world of trading, so it has become. You can feel something has changed. Its a progressively faster trading environment than an investing one and most retail investors can only deal with investing for the long haul or they lose money or quit. I saw a picture of a HFT outfit's computer room and its all bundled with high efficiency wiring to maximize speed by a few thousands of a second. As bad as things have become, if you belive we won't crash into financial armeggedon and go the way of the old soviet union, now might be a good time to invest when the market is down, scary, bleak, and people are bearish and the retailers have pulled out. You might have to wait years, maybe a decade, but by then things should be washed out, hopefully. The biggest threat would be deflation or paper assets and currencies with all this debt laying around. Actually a little inflation in a growth environment is a good thing.