Minimum obligations of market makers
|
|
|
- Wesley Robertson
- 10 years ago
- Views:
Transcription
1 Minimum obligations of market makers Economic Impact Assessment EIA8 Foresight, Government Office for Science
2 Contents 1. Objective Background Risk assessment Options Cost, risks, and benefits Future Summary and recommendation...17 References
3 Minimum obligations of market makers Daniel Weaver This review has been commissioned as part of the UK Government s Foresight Project, The Future of Computer Trading in Financial Markets. The views expressed do not represent the policy of any Government or organisation. 2
4 1. Objective The business model of market makers is to buy securities from sellers and then to resell them at a higher price to buyers. Market makers can be officially recognized as such or operate in that capacity on a de-facto basis. The latter is the case for many high frequency trading firms. Without minimum obligations market makers are free to enter and exit markets at will or set buy and sell prices at any level. The objective of this measure is to examine the efficacy of imposing minimum obligations on market makers. These obligations can take the form of maximum spread width, minimum quoted volume, location of the market makers spread width relative to the best bid and offer, minimum percentage of the day the market maker must quote, and minimum time in force for market maker quotes. We will discuss these obligations in the context of equity markets and attempt to identify whether the minimum obligations should be applied universally or to a specific set of stocks. The welfare implications of imposing these obligations will be examined for individual firms as well as society. 2. Background What is a market maker? She is not much different than a grocer except she buys and sells stocks instead of vegetables. Without grocers, consumers of vegetables would have to buy directly from farmers. What if the farmer isn t selling when consumers are buying or vice versa? If there are lots of consumers and farmers in an area then the timing problem is mitigated. Otherwise a grocer can solve the timing problem by providing immediacy for both the farmer and consumer. Similar to a grocer a stock market maker buys stock from sellers by bidding for them and sells to buyer by offering to sell to them. As with vegetables, if there are lots of buyers and sellers of stocks then a market maker is not necessary. Market makers have existed for as long as stocks have been continuously traded. The business model was simple buy low then quickly sell high or vice versa. If a market maker stopped earning sufficient profits in one stock he would switch to another. If things became too volatile, the market maker walked away altogether and waited for things to return to normal. In London, market makers (known as jobbers) can be traced back to the late 1700s. 1 Over time, exchanges began to assign affirmative obligations to market makers most commonly requiring that they provide quotes of a certain magnitude and for a certain amount of time each day. Some exchanges, such as London and NASDAQ, developed as competing market maker (dealer) systems. Others, like the New York Stock Exchange, developed as a monopolist market maker (specialist) system. 2 1 See Attard (2000.) 2 Beginning in 1871, in a switch from call market to continuous market, the NYSE created the post system whereby brokers and market makers who wanted to trade a particular stock stood at a certain location. This was a multiple market maker system with brokers and market makers moving in and out of stocks. As the story goes one of the 3
5 Charitou and Panayides (2009) examine the method of liquidity provision in 30 stock markets in 29 countries. They find that only the Tokyo Stock Exchange relies completely on public order flow for liquidity. The remaining 29 markets rely on market makers to provide liquidity beyond that supplied by the public. They find that, at least in major markets, that these market makers have affirmative obligations. The most common affirmative obligation for market makers in these markets is a rule on maximum spread width Background traditional market makers Can designating someone to provide liquidity and charging them with affirmative obligations improve social welfare? That is the question examined by Bessembinder, Hao and M. Lemmon (2006). The authors model a trading world composed of investors who trade either based on private information they have (informed traders) or for liquidity purposes (uninformed traders) as well as competing market makers without any affirmative obligations. To create benchmarks, the authors examine spreads and outcomes for varying sets of parameter values assuming that due to competition expected profits are zero. The resulting spread is termed the competitive spread or the spread that would naturally arise in a market without a market maker with affirmative obligations. They then introduce a market maker with an affirmative obligation to either set a fixed or maximum spread. A fixed spread is one that is set as a percentage of the value of the stock. 3 A maximum spread allows the market maker to post a spread that is the maximum of either the fixed spread or the competitive spread. Since market makers, by assumption, earn no profits at the competitive spread, whenever the constrained spread is less than the competitive spread market markers suffer losses. Since no one would ever voluntarily lose money, the authors point out that the designated market maker will need a side payment to compensate for her losses. Bessembinder, Hao and M. Lemmon (2006) argue that the cost of this side payment improves social welfare and therefore can be seen as a transfer by society. The authors explain further that the narrower spreads arising from a designated market maker with an affirmative obligation to set a maximum or fixed spread, will induce both uninformed and informed traders to trade more. This in turn leads to increased price efficiency and faster price discovery. It is also pointed in the paper that the narrowness of the spread cannot be less than the social welfare cost of trading. A number of papers have empirically examined the impact of a market maker with affirmative obligations on market quality. We will now turn to those papers to try and quantify any benefits. Anand and Weaver (2006) examine the 1987 adoption of Designated Primary Market Makers (DPMs), on the Chicago Board Options Exchange s (CBOE) competing market maker system. The CBOE s DPMs are similar in privileges and obligations to specialists in that DPMs had exclusive knowledge of the limit order book. Saar (2001) predicts that a specialist system will participants broke his leg and being immobile sat at a particular post so that he could earn at least something. Other participants starting giving him limit orders with prices away from the current market price. They offered to share their commission with him in return for freeing them up to trade elsewhere. The limit orders left with him became known as his "book" and he became the first specialist. 3 For example designated liquidity providers on the Stockholm Stock Exchange are required to set spreads that at most 4% of the asking price of the stock. See Anand, Tanggaard, and Weaver (2010) for a discussion of the contracts in Sweden and Skjeltorp and Ødegaard (2011) for those in Norway. 4
6 have lower spreads because the specialist s knowledge of the limit order book reduces uncertainty about investor demand. Anand and Weaver find results consistent with the predictions of Saar. In particular they find statistically significant decreases in quoted, current, and effective spreads following the trading system change. They estimate that investors save more than $200 million annually. Also of interest to this paper is that fact that during the period of Anand and Weaver s study, the options markets were fragmented with multiple markets trading the same options. Therefore, benefits of DPMs accrued in a fragmented market structure similar to equity markets today. While Anand and Weaver (2006) examine the imposition of a market maker with affirmative obligations on a competing market maker system, Nimalendran and Petrella (2003) compare the voluntary imposition of a market maker with affirmative obligations on a public order driven system on the Italian Stock Exchange. Consistent with Anand and Weaver they find that spreads narrow and depth increases following the listed firm s election of a market maker with affirmative obligations. In a related paper, Menkveld and Wang (2011) find that the introduction of a market maker with affirmative obligations for small firm stocks traded on Euronext- Amsterdam increases the probability that trades will be completed quickly. Anand, Tanggaard, Weaver (2009) examine the unique method of compensating market makers on the Stockholm Stock Exchange (SSE). During the period of their study ( ), listed firms on the SSE could choose a Designated Liquidity Provider to set a maximum spread less than or equal to an exchange established maximum. The listed firm then pays the Designated Liquidity Provider a negotiated specified payment based on a fixed monthly component (average about SEK16,000) and a variable trade based component (average about SEK9,000) up to a monthly maximum payment which averages about SEK23,000. The listing company may also provide the Designated Liquidity Provider with shares of company stock to create an inventory. The authors go on to examine the determinants of the choice by the listing firm to contract for liquidity. They find that firms with low volumes, wide spreads, and higher information asymmetry are more likely to contract for liquidity provision. However, firms with very wide spreads do not contract for liquidity provision, perhaps due to the higher cost Designated Liquidity Providers would charge. The authors find that the cost of the affirmative obligation is directly related to the expected spread improvement but was mitigated by existing financial relationships. Finally, they also find that listed firms are more likely to contract with Designated Liquidity Providers around equity offers. This suggests that Designated Liquidity Providers view the financial gain from the relationship to be greater than that implied by the terms of the contract. The fact that firms with very wide spreads refrain from contracting for liquidity suggests that firms perform an explicit or implicit cost/benefit analysis in determining the feasibility of contracting for liquidity provision. Anand, Tanggaard, and Weaver (2009) address the benefits of contracting for liquidity provision by estimating the change in the value of firms after the beginning of liquidity provision. They find that the average firm increases in value by SEK12.36 million. The authors find a statistically significant improvement in market quality for firms contracting for liquidity provision. In particular it is found that percentage quoted spreads reduce by more than half, that the contracted liquidity attracts more trading volume, and (consistent with the predictions of Bessembinder, Hao, and Lemmon (2009) price discovery improves. 5
7 Anand, Tanggaard, and Weaver (2009) also examine how liquidity providers provide liquidity. They find that the liquidity providers trade passively against incoming marketable orders and that this action increases as the spread widens beyond the contracted maximum. 4 A recent paper by Skjeltorp and Ødegaard (2011) examines the institution of DPMs on the Oslo Stock Exchange. Their findings are similar to those of Anand, Tanggaard, Weaver (2009). They report an average annual cost of contracting with a DMM as NOK300,000. Interestingly they suggest that given the public goods nature of liquidity, our results indicate that it may be desirable to subsidize liquidity provision in equity markets. Recall that Anand, Tanggaard, and Weaver (2009) found that firms with very wide spreads do not contract for liquidity provision, perhaps due to the high cost. Subsidizing such firms to make liquidity provision more attractive is one option open to regulators. Hengelbrock (2008) examines market makers on Deutsche Börse s Xetra system. On Xetra firms below an exchange determined liquidity level are required to contract with at least one market maker called a designated sponsor. They can be a bank or a brokerage house. These market makers are required to set maximum spread widths of 4% as well as minimum quote sizes. In addition they have a maximum time before they must respond to a request for a quote. Hengelbrock finds that firms with multiple sponsors have lower spreads. He also finds that on average brokers provide lower spreads than banks. This last finding is consistent with the findings of Anand, Tanggaard, Weaver (2009) that other financial relationships can lower the contract payment (or in this case result in a lower spread for the same contract price.) The documented benefits of market makers with affirmative obligations go beyond an improvement in market quality for continuously traded stocks. Venkataraman and Waisburd (2007) find that market makers with affirmative obligations prevents market failure in call auctions on Euronext-Paris and that this decreased probability of market failure is associated with statistically significant positive returns. The benefits also accrue beyond the listed stocks. For example Cao, Choe, and Hatheway (1997) find that market makers with affirmative obligations use the profits from more liquid stocks to subsidize trading in less liquid stocks. Finally Bessembinder, Hao and M. Lemmon (2006) demonstrate that affirmative obligations are costly to market makers. Panayides (2007) compares the losses incurred by a monopolistic market maker to their profits. In particular he examines the losses incurred by NYSE specialists from their obligation to trade in the opposite direction of supply and demand for a stock. 5 He shows that this obligation results in average daily losses to specialists of $938 per day. However this is offset by a daily average profit of $14,878 per stock from trading on their monopolistic informational advantage. He further shows that this affirmative obligation lowers volatility and spreads. 4 The contracts examined do not call for strict adherence to the maximum spread but rather typically call for the spread in the market to be no wider than the contract maximum at least 85% of the trading day. 5 On the NYSE this is known as the price continuity rule and it requires the specialist to assure that price movements are no larger than the minimum price change (the tick). As an illustration assume that the price of a stock should drop from $5.00 to $4.80 a share and that the tick is $0.05. The price continuity rule requires the specialist to buy at least a minimum number of shares at $4.95, $4.90, and $ The net effect of this is to slow down price movements to give markets a chance to assess information. 6
8 2.2. Background high frequency traders as market makers A number of authors view high frequency traders as new market makers. Brogaard, (2011a) examines high frequency trading in the U.S. market. He estimates that high frequency traders are involved in almost 70% of the dollar trading of U.S. stocks. They are most active in large liquid stocks and tend to engage in trading strategies that are correlated with other high frequency traders. Brogaard estimates that U.S. high frequency traders earn between $0.075 and $0.09 per $100 traded which is about 1/7 that of traditional market makers. In an appendix to his paper Brogaard (2011a) provides a good overview of how high frequency trading developed. As he points out high frequency trading is similar to algorithmic trading in that they are both based on computerized trading. They differ though in their holding period, with algorithmic traders willing to hold a position for days or weeks, while the length of time high frequency traders hold positions can be measured in milliseconds. Do these high frequency traders provide liquidity or remove it? Menkveld (2011) examines high frequency trading on a European multilateral trading facility, Chi-X. In particular he examines the entry of a large high frequency trader to Chi-X in September He employs a long data series from September 2007 through June For the purposes of this paper, Menkveld s key finding is that 78% of the high frequency trader s quotes are passive market maker quotes. He concludes that high frequency traders, provide liquidity, and are the new market makers. As such Menkveld estimates that the trading firm studied is estimated to earn an average 1,416 a day per stock. Thus they are profitable. Whereas, traditional market making occurs in a single stock, Gerig and Michayluk (2010) show that automated market makers can make money by trading in similar stocks in a way that traditional market makers do in a single stock. They consider a model whereby an automated market maker is confronted by two traders in different but similar stocks. They argue that if one trader is selling and the other buying then at least one of them must be is uninformed. This lowers the losses automated market makers incur to informed traders. The growth in high frequency trading has been facilitated by exchange efforts to attract liquidity through rebate programs. In particular numerous exchanges have established business models where they give a rebate to limit orders posted on their system that get executed. They also charge a larger fee to traders for executing against the limit orders called a taker fee. For example an exchange may give a rebate of $ for supplying liquidity and a fee of $ for taking liquidity. The exchange then earns $ per share. 6 Although the rebates can be earned by any trader, they represent additional profit for a market maker who routinely posts bids and offers. For example, given the above rebate structure, a market maker with a bid of $15.05 and offer of $15.06 will earn $15.06-$15.05 = $0.01 per share on the spread and an additional $ x 2 = $0.003 in rebates for a total of $0.013 per share in profit. High frequency traders use the scalability of their computers to trade large volumes of stocks earning these small profits per share. Trading 100,000 shares of stock will earn the firm $1,300. This strategy works best in stocks which are stable and naturally trade large numbers 6 This business model could lead to much higher fees for long term investors accessing liquidity as exchanges increase the rebates to attract more liquidity. To limit costs to long term investors, the U.S. SEC has placed a $0.003 cap on liquidity taking fees on all venues. 7
9 of shares. Therefore, the market making activity of high frequency traders is concentrated in very liquid large capitalization listed firms. Not all high frequency trading strategies involve passive market making. Indeed there are strategies that are viewed as predatory by regulators and other market participants. Some commentators have called for measures to curtail the non-market making activities of high frequency traders. To distinguish them from market making we will now discuss the non market making strategies of high frequency traders. Key to some of these strategies is the high frequency trading concept of latency. Brogaard (2011a) describes in his appendix latency arbitrage whereby high frequency traders use their speed advantage to profit through what he terms quote stuffing. In this strategy high frequency trading firms generate a large amount of message traffic which other firms must process. While the other firms process the data, the originating high frequency firm can trade ahead of them. Brogaard, (2011b) examines the relationship between high frequency trading and volatility in a companion paper to his earlier cited paper. He finds that high frequency trading activity is correlated with volatility. But does trading cause the volatility or does the volatility attract the trading? To disentangle the two he performs statistical tests called Granger causality tests to try and determine the direction of the cause. The results of the tests support both possibilities. That is, volatility is Granger caused by volatility and volatility is Granger caused by high frequency trading. Brogaard uses the September 2008 U.S. ban on the short sale of financial stocks as a further test of the causal relationship between volatility and high frequency trading. He compares the 13 financial stocks that had high frequency trading in his sample with a matched sample of stocks not included in the ban. He observes a significant increase in volatility in the 13 short sale banned stocks and offers that finding as evidence that high frequency traders do not cause volatility. As a further investigation into the relationship between high frequency trading and volatility Brogaard (2011b) examines the propensity for high frequency traders to either provide or take liquidity around news events. He finds that the well-documented increased volatility surrounding stock specific news is related to an increase in the frequency with which high frequency traders provide liquidity and a reduction in the frequency of taking liquidity. Brogaard finds the reverse for macro-economic news events. The results can be explained by considering the high frequency trading strategy of pairs trading. In this strategy, high frequency traders extrapolate movements in one stock to another correlated stock. Stock specific news fits within the pairs strategy as traders use the information released in the news to trade the stock s correlated pairs. In macro-economic news all stocks are likely affected simultaneously rendering the strategy less effective. 3. Risk assessment In this section we describe the current state of market making in North America and Europe and discuss the risks associated with not changing the current structure. In a recent speech, U.S. Securities and Exchange Commission Chairman Mary L. Schapiro stated...five years ago, the great majority of the capitalization of U.S. equities was traded on a listing market the New York Stock Exchange that executed nearly 80 percent of volume in those stocks. Today, the NYSE executes approximately 26 percent of the volume in its listed stocks. The remaining volume is split among 8
10 more than 10 public exchanges, more than 30 dark pools, and more than 200 internalizing broker-dealers. 7 This increased fragmentation and the trading venue competition that accompanies it have caused traditional exchanges to change their models of liquidity provision. In addition, markets that were primarily public limit order driven came to the realization that liquidity would not endogenously appear for illiquid stocks and that formal structures were necessary. As a result of these changes, the NYSE abandoned traditional specialists shortly after it merged with Euronext. Today, for trading occurring on their NYSE and NYSE/AMEX equity units, they call their market makers Designated Market Makers (DMMs) and they are very far removed from their specialist roots. DMMs are required to maintain a continuous bid and offer of at least 100 shares. They are further required to quote at the national best bid or national best offer at least 15% (10%) of the trading day for securities trading over (under) 1,000,000 shares per day. For those times that they are not at the NBBO their quotes cannot be more than 8% away from the NBBO for stocks in the S&P 500 or Russell 1000 indexes. For other stocks the maximum amount their quotes may be away from the NBBO is 28% for stocks trading at or over $1 and 30% otherwise. In addition to DMMs, the NYSE also allows for another class of market maker called a Supplemental Liquidity Provider (SLP) with lesser quoting requirements. SLPs are required to quote at the inside 10% of the day and must add liquidity of at least 10 million shares a day. DMMs and SLPs receive larger rebates than other traders for providing liquidity. In contrast to the NYSE, NASDAQ OMX s U.S. market makers are required to maintain continuous two sided quotes of at least 100 shares but are not required to be at the NBBO any portion of the day. Like the NYSE they have the same three tiers and definitions for the maximum percentages they are allowed to be away from the NBBO. On NASDAQ only registered market makers are allowed to transmit bids and offers to be displayed on the NASDAQ system. However, one benefit of being a market maker in the US is the ability to short stocks without locating the physical shares. Of the remaining U.S. stock exchanges: BATS, Boston Stock Exchange (BX), Chicago Stock Exchange, Direct Edge, National Stock Exchange, NYSE ARCA, and Philadelphia Stock Exchange (PSX) all but PSX have market makers with quoting requirements similar to those described for NASDAQ. 8 PSX specifically states that they do not have market makers and is therefore a limit order driven market. Of interest is the fact that the Chicago Stock Exchange specifically does not allow their market makers to trade as agent only principal. 9 None of these arrangements involve any exchange-based compensation or privileges. The other major North American exchange is The Toronto Stock Exchange (TSX.) The TSX refers to their market makers as Responsible Designated Traders (RDTs). RDTs are required 7 See Shapiro (2010) 8 DirectEdge has applied to the SEC to allow them to have market makers. The other markets listed already have obtained approval. 9 Market makers trade as agents when they execute a customer's order. They trade as principal when they trade for their own account. 9
11 to maintain a goal (average) spread for minimum sizes and be willing to fill any incoming order up to the minimum guaranteed fill. 10 RDTs are compensated through time priority in that they are allowed to participate in any incoming marketable order up to 40% of the minimum guaranteed fill. Turning to Europe, the London Stock Exchange has stocks that are primarily order driven and others that are quote driven. 11 It requires market makers in order driven markets to maintain quotes that can be electronically executed 90% of the day. In quote driven markets, the market maker is required to post a firm quote but there is no stated minimum percentage of the day and the quotes are not required to be electronically executable. 12 The LSE has maximum spread widths of 5% or 10% depending on the stock. 13 LSE market makers are also required to quote minimum depths based on the stock s average daily turnover. Borsa Italiana refers to market makers in its STAR segment as specialists. They are required to continuously quote for an exchange-specified number of shares. Maximum spread widths are set at between 1% and 4.5% depending on the average daily currency turnover in the stock. Interestingly, STAR specialists are required to provide at least two research reports each year for each company they trade. 14 On the European markets operated by NYSE/Euronext, there are two types of market makers auction or permanent. The former add liquidity for stocks only traded through call auctions and the latter for stocks traded continuously. In the case of auction market makers they are required to maintain a spread during the order collection phase of each call auction. the maximum spread width for both types of market makers are between 2% and 5% ( 0.10 and 0.25) for stocks trading above (at or less than) 5. Euronext LPs obtain a reduction in fees and may receive side payments from the companies they trade. Deutsche Börse has two different models for market makers. In their continuous trading segment they require less liquid companies to have at least one market maker called a Designated Sponsor (DS.) The maximum spreads DSs can post ranges from 1.5% to 10% for an exchange-specified number of shares. DSs are required to post bids and offers at least 50% of the trading day and participate in at least 80% of all call auctions for their stocks. Designated Sponsors on Deutsche Börse receive an exchange set annual fee of 34,000 from each listed firm. In addition if DSs participate in at least 90% of all call auctions for their stocks (minimum is 80%) they then receive reimbursement from the exchange for transaction costs. 10 TSX goal spreads are not publically available. 11 Order driven securities are those in which there are sufficient public orders arriving to create a two-sided quote without a dealer supplying one. A quote driven market is one in which dealer quotes make up the inside quote. 12 A firm quote is one in which the market maker is contacted via phone or electronically about his posted quotes. There is the possibility that the market maker may be in the process of updating their quote at the time they are contacted in which case they would not be required to trade at the firm quote. 13 The maximum spread rule only applies to the more active stock on the LSE SETS. Smaller stocks traded on SETSqx and SEAQ do not have maximum spread widths. 14 See Perotti and Rindi (2010) for a discussion of the value of this information producing obligation. 10
12 In 2009 Deutsche Börse established a specialist model for stocks whose liquidity level relegated them to only have a daily call auction. The program is a throwback to the traditional NYSE specialist. In the Deutsche Börse program, the specialist has exclusive access to a closed book where public limit orders are held. He is allowed to use this monopolistic power to set whatever spread he sees fit. Just as the traditional NYSE specialist, his compensation is his trading profits from using this monopolistic information advantage. Chi-X rules provide for a market maker called a Designated Liquidity Provider for stocks included in the STOXX 50 index. DLPs are required to quote within 0.25% of the Chi-X inside quotes for their lit market at least 80% of the trading day. For the European exchanges operated by NASDAQ OMX, the Oslo Stock Exchange, and Euronext exchanges allow listed companies to directly contract with a market maker. The listed firm and market maker decide on the maximum spread width as long as it is less than or equal to the exchanged mandated maximum of 4%. The same applies to the quotation size whose minimum is dependent on the trading activity of the stock. Market makers on NASDAQ OMX s European exchanges as well as those from the Oslo Stock Exchange and Euronext receive compensation directly from the listed companies they trade in. Although many of the contracts are not publically available, those available for Swedish firms indicate an average payment to market makers of SEK276,000 while those on Norwegian firms indicate an average of NOK300,000. From the above, it can be seen that the application of minimum obligations for market makers, as well as the mode of compensation, is uneven across markets on both sides of the Atlantic. Some markets impose minimum obligations on market makers for all listed stocks (e.g. the NYSE and LSE) while others only require minimum obligations on less liquid stocks (e.g. Deutsche Börse.) Some markets require their markets makers to quote at the best bid or offer at least a portion of the day (e.g. NYSE) while others do not impose any constraint on market maker quotes relative to the best bid and offer (e.g. NASDAQ OMX s U.S. market and the LSE.) Still other markets focus on setting maximum market maker spread widths (e.g. the Oslo Stock Exchange, and Euronext.) As mentioned earlier in this section markets on both sides of the Atlantic are facing an increasing amount of fragmentation. What importance does this have for a system of market makers with affirmative obligations? The most common affirmative obligation for market makers is to maintain a maximum spread width. Market makers will agree to the maximum width as long as they can earn at least a reasonable profit. But not all trades are profitable. If the trader is more informed than the market maker, then the market maker will buy stock just before it falls in price or sell it just before it rises. In consolidated (non-fragmented) markets, market makers compensate for these losing trades by charging a higher spread to all traders. It is similar to the problem grocery markets have with spoiled milk. If you maintain an inventory of milk for your customers convenience, some will spoil. Grocery markets charge everyone a higher price to make up for the losses due to spoiled milk. In a fragmented market, there is the possibility that trades not containing information can be siphoned off by other venues before they are sent to the market maker. This is the case in internalization (see Weaver 2011.) If the uninformed trades are siphoned off then market makers will face an order flow containing a higher proportion of losing trades. If the market maker is compensated for providing liquidity then she will need higher compensation to offset her higher losses. Therefore, any scheme to require market makers to have affirmative 11
13 obligations will need to take into consideration the higher informed trader losses faced by market makers in a fragmented market structure. Higher losses will necessitate higher compensation for market makers. Finally, there is an increasing incidence of trades involving high frequency traders which some authors refer as the new market makers. Although they may engage in strategies that resemble market making only some have chosen to officially be recognized as market makers. Traders without affirmative obligations may stop trading in a stock that becomes too volatile (as in the May 6 Flash Crash), leaving the market maker with affirmative obligations as the sole source of liquidity. This eventuality will lead market makers to demand higher compensation than in a market where they are not the sole source of liquidity due to higher losses. Therefore, both increasing fragmentation in the markets and an increased presence of high frequency traders will continue to erode market maker profits. Without additional compensation (especially for those market makers with costly affirmative obligations,) some existing market makers will cease making markets. Given the positive benefits of assigning market makers with affirmative obligations found by all empirical studies of the subject, there is a real risk that the exit of existing market makers will result in wider spreads for affected firms. This in turn will lead to higher costs of capital for listed firms, which leads to lower firm valuations and fewer projects accepted. The end result is slower economic growth. In addition to a reduction in the number of market makers with affirmative obligations, the current uneven application of which stocks are assigned market makers with affirmative obligations bears risks as well. It has been shown that not all stocks benefit from market makers with affirmative obligations. For example, requiring market makers to have quotes that are electronically accessible (the LSE) will not benefit small firms whose spreads are wider than they would be if an obligation to set a maximum spread width was imposed on market makers. Failure to enact obligations that will lower spreads will stifle economic growth in the same manner described above. 4. Options Based on the minimum obligations of market makers employed by markets the following options appear to be best suited for imposing minimum obligations on officially recognized market makers: Maximum spread width as a percentage of the bid Quoting at the inside a specified percentage of the trading day Quotes cannot exceed a specified percentage away from the best bid and offer Minimum quoted size Minimum time in force 4.1. Maximum spread width as a percentage of the bid In this option market makers are obligated to keep their quoted offer price at most x% above their bid. For example if the maximum is set at 4% a market maker who bids 8.00 per share 12
14 must have an offer that is no higher than 8 * 1.04 = Since the market maker s bid (offer) cannot be above (below) anyone s offer (bid) without triggering a trade this rule ensures that the market maker will be quoting at or very near the best bid and offer Quoting at the inside a specified percentage of the trading day In this option market makers are required to have a bid or offer that is at the best bid or offer at least for a specified portion of the trading day. For example if the best bid is $50.10 and the best offer $50.12, if the market makers offer is $50.12 then their bid can be a significant amount below the best bid say $ Quotes cannot exceed a specified percentage away from the best bid and offer Market makers quotes must lie within a certain band of the best bid and offer. For example with an 8% band if the best bid and offer are and then the market maker must have quotes within the band * (1-.08) = and * (1+.08) = Minimum quoted size Market maker quotes must be for at least a specified number of shares 4.5. Minimum time in force Quotes must stand for a minimum amount of time before they are either traded against or canceled by the market maker. 5. Cost, risks, and benefits As pointed out by academic authors, affirmative obligations can improve social welfare. In particular, narrower spreads will induce both informed and uninformed traders to trade which in turn increases price efficiency and quickens price discovery. Every one of the empirical papers on the subject concludes that the affirmative obligations improve market quality. The following benefits are found in various studies: Lower transaction costs Improved price discovery Increased volume Lower volatility Higher depth Lower cost of capital For affected firms it has been shown that affirmative obligations are associated with lower costs of capital and a commensurate increase in firm valuation. However it is also shown in the papers examined that not all companies will benefit from liquidity provision with affirmative obligations. The main beneficiaries are smaller illiquid firms. In exchanges that provide for 13
15 liquidity provision with affirmative obligations for all stocks, the market makers are far more active in illiquid stocks than in liquid ones. 15 The options listed in Section 4 derive different benefits to markets and have different risks. Therefore each option will be discussed in turn, after which the costs of implementing minimum obligations will be discussed Maximum spread width as a percentage of the bid The main benefit of this option is that the maximum spread width with a market maker can be set to be narrower than the current average spread of the firm. This will result in a lower cost of capital for these firms. Their values should increase and the number of projects that they accept should increase spurring economic growth. The beneficiaries of this will be firms with less capitalization and less trading activity. There are no particular business sectors that will benefit over another. If applied across all stocks then there is the risk that some stocks will see no benefit. This is true for liquid stocks that already have very narrow spreads Quoting at the inside a specified percentage of the trading day The benefit derived from this option is that the market sets the appropriate spread for a stock and then market makers are required to set their spreads to provide additional liquidity. In order for this option to be viable the stock should have sufficient trading to set a competitive spread. While this is the case for large liquid stocks it is not the case for illiquid stocks. Therefore, the risk is that costs of capital may not decline and thus economic growth may not be significantly impacted. However, supplying additional liquidity will result in lower volatility Quotes cannot exceed a specified percentage away from the best bid and offer As with the previously discussed option, this option will have benefits if there is sufficient competition to set a lower spread. Otherwise, the main benefit is that there will be additional liquidity and hence lower volatility. The risk is that the full potential benefit of lower transaction costs will not be realized for a large number of less liquid stocks. The benefits here will largely accrue to large liquid stocks. Some commentators believe that imposing minimum obligations on market makers can prevent market crashes. We call attention to the fact that there were specialists on the NYSE, AMEX, and regional stock exchanges in 1987, as well as market makers on NASDAQ. There were no high frequency traders. Yet the market crashed. Market makers with affirmative obligations do not prevent markets from running away. They are most akin to fire marshals that make sure everyone walks and doesn t run out of a burning building. The building still burns down but more people got out than would have otherwise Minimum quoted size In order for any minimum obligation related to spread width to be successful market makers must be willing to buy and sell a non-trivial number of shares. Therefore the benefit of this option is that it makes the spread options meaningful. The risk of setting this option too high is that it may discourage other traders from trading. 15 See Madhavan and Sofianos (1998) 14
16 5.5. Minimum time in force Kirilenko, et al. (2011) examine the role of high frequency traders in the U.S. flash crash of May 6, They conclude that high frequency traders exacerbated the downward movement in the affected stocks. It was widely reported that high frequency traders slowed or stopped quoting during the flash crash. As a result a minimum time if force has been suggested as a minimum obligation of the new market makers high frequency traders. The argument of proponents of this approach is that it will slow down price changes by not allowing high frequency trader quotes to be quickly cancelled. All this will do is postpone a price decline by the amount of the minimum time-in-force. However, it would greatly reduce the occurrence of the predatory high frequency trading practices of spoofing and smoking, discussed earlier in this study. Both practices depend on the ability to quickly cancel phantom quotes. To the extent regulators want to stop these practices, minimum time-in-force for all quotes is appropriate. But the cost of these predatory practices must be weighed against the benefits of high frequency trading demonstrated in papers to date. 16 For completeness we also put forwards another suggested fix to reign in the harmful practices of high frequency traders. Some commentators have recommended taxes as a method to curtail the perceived harmful effects of HFTs. A security transaction tax is being considered on both sides of the Atlantic as a way to throw sand into the wheels of speculation and thereby reduce volatility. In a recent paper Pomeranets and Weaver (2011) examine nine changes in the level of a New York State imposed security transaction tax as well as review the existing empirical literature on the subject. They conclude that they could find no evidence of a consistent statistically significant relationship between a security transaction tax and volatility. This suggests that a tax will not have the intended impact on volatility. Thus far we have ignored the issue of the cost of each option because the costs will vary depending upon the exact parameters involved (e.g. what maximum spread width is set) and what other factors are impacting the implementation (e.g., how much order flow is fragmented and siphoned off for a stock.) Regulators can control who pays for the listed options: governments; exchanges; or listed firms. We will focus on this issue. First though it is important to point out that not all market makers receive compensation beyond their profits (including rebates.) For example, as described earlier, most U.S. exchanges have official market makers with affirmative obligations but do not compensate them directly. In addition, at least some high frequency traders have business models as unofficial market makers. This suggests that market making is inherently profitable, although not in all stocks at all times. Panayides (2007) shows that affirmative obligations can be established that benefit markets without greatly impacting the profits of market makers. Regulators could use this fact to require minimum obligations of unofficial market makers. There is support for affirmative obligations for unofficial market makers among industry firms. For example Moyer (2010) quotes the U.S. arms of high frequency trading firms GETCO, KNIGHT and Virtu Finance as urging the SEC to require all market makers to have minimum quoting obligations. 16 Related to minimum time-in-force is a suggested some have made to "tax" excessive quoting. This approach assumes that it is the number of quotes that is the problem and not the fact that the quotes disappear before investors can trade against them. Taxing excessive quoting will limit the strategy of some HFT firms to enter a large number of quotes to tie up competitors' computers while they trade ahead of them. 15
17 Given that minimum obligations imposed on market makers, such as maximum spread width, are costly who then should bear this cost. Skjeltorp and Ødegaard (2011) state given the public goods nature of liquidity, our results indicate that it may be desirable to subsidize liquidity provision in equity markets. Therefore, they would support government subsidizing of minimum obligations. Exchanges earn revenue from listing and trading fees and therefore they may be in a position to compensate market makers for the cost of imposed minimum obligations. This is already done through higher rebates for market makers on some exchanges (e.g., NYSE.) Past implementations of minimum obligations for market makers funded by exchanges have tended to apply a lower level of obligation across all stocks. For example the NYSE requires market makers be at the NBBO only 10% to 15% of the day. Another factor in seeking exchange funding is the increased competition in today s markets which has eroded the profitability of listing exchanges. The final potential source of funding for implementing costly minimum obligations on market makers is the listed firms themselves. A number of European markets have taken this route and allow listed firms to contract directly with market makers to provide maximum spread widths and minimum quoted volumes. Since not all firms will benefit from a market maker with minimum obligations (e.g., large liquid firms) and the listed firms are the direct beneficiaries of the obligations this approach seems to make the most sense. The costs to listed firms in Sweden are around 35,000 a year and is found to increase the value of these firms by over 1,400,000. Market makers need trading profits to make the loses from affirmative obligations palatable. A recent trend in markets is reducing those profits which will in turn reduce the ability of exchanges and/or regulators to require costly affirmative obligations. Weaver (2011) documents that over 30% of U.S. order flow is internalized by brokers and never gets to markets to interact with market makers. 17 He further shows that internalization is most prevalent in small company stocks which are the main beneficiaries of liquidity provision with affirmative obligations. In Europe under MiFID this is less of an issue since Systematic Internalizers must publish executable quotes and thus become market makers. 6. Future There have been a number of programs which have instituted market makers with affirmative obligations. They have either been targeted for small illiquid stocks or the market makers were most active in these stocks. The Stockholm Stock Exchange approach was to first determine the exchange imposed affirmative obligation limits (maximum spread width, minimum depth, percentage of time quotes would be available, etc.) They then approached potential market maker firms. After several financial firms agreed to be market makers they approached listed companies and marketed the program to them. They had a pilot program of 23 listed firms. The firms negotiated with the liquidity providing firms and contracts were signed. They then began publicizing the program to the public. Based on the results of a study performed a few months 17 The percentage internalized ranges from 3% to 62% of a firm's order flow with the larger numbers attributed to smaller stocks. 16
18 after the start of the pilot, the exchange concluded that the pilot program was a success and began marketing it widely. 18 The above pilot program was voluntary and targeted a subset of listed firms. In the case of a market wide affirmative obligation such as maximum quote widths or minimum quoting times a different approach to a pilot program would be appropriate. When NASDAQ implemented their Order Handling Rule in January 1997, they selected a set of 50 stocks chosen at random from different firm size bins. They also selected 50 companies that would not be part of the pilot for comparison purposes. The program was extended to December 1997 and expanded in April As with the Stockholm Stock Exchange pilot program, academics performed an empirical analysis of the pilot and deemed it a success in that it narrowed spreads by about 2/3. The program was then expanded to all stocks. In summary, we have presented two historically successful methods for implementing a pilot program on affirmative obligations one for a targeted obligation and one for a market wide obligation. As shown, continental European exchanges are adopting liquidity provision with affirmative obligations for exactly the stocks that will benefit smaller less liquid stocks. There is no reason to expect this expanding trend of increased liquidity provision for smaller illiquid firms to not continue. Should regulators impose minimum obligations on market makers, beyond that required by exchanges, the pace of expansion of obligations will quicken. The major differences in the approaches across exchange seem to be in the method of compensating the market makers. These differences may unleash a new form of competition between exchanges market maker compensation. Some may give information advantages (Deutsche Börse), others greater rebates/lower fees (NYSE), others time priority (Toronto), and others direct payments from listed firms (NASDAQ OMX Nordic and Euronext.) Summary and recommendation Most markets around the world employ market makers with affirmative obligations. It has been shown that these obligations can improve social welfare. For example, narrower spreads induce investors to trade which increases price efficiency and improves price discovery. Every one of the empirical papers on the subject concludes that the affirmative obligations improve market quality. The following improvements are found in various studies: Lower transaction costs 18 As pointed out by Anand, Tanggaard, Weaver (2009) other financial relationships between the market maker and listed firm may impact the level of compensation. Therefore, that possibility must be taken into account when attempting to determine if the results of any pilot study can be generalized to other listed firms. 19 In addition to the listed forms of compensation the BATS Exchange has asked permission from the SEC to award financial incentives to market makers who quote at the best bid and offer for a certain percentage of the day. The form of the financial incentive has not yet been revealed but a reading of the application suggests that it will be similar to the NYSE program. 17
19 Improved price discovery Increased volume Lower volatility Higher depth Lower cost of capital The main beneficiaries of these improvements in market quality are small illiquid firms. Several options are examined as to what affirmative obligations to impose. The option that will have the biggest impact is to impose a maximum spread width and minimum quote size on market makers. Several options for paying for these obligations are explored. The option that stands out is to allow listed firms to directly contract with market makers and negotiate the spread width, volume, and payment. This is the model employed in a number of European markets today. The role of high frequency traders is examined by papers we review. It is found that 72% of the quotes of these traders are passive market maker quotes. Given that they are involved in over 70% of U.S. trades they are an important addition to the ranks of market makers. There is support within the investment community to impose minimum obligations on these unofficial market makers as well. Not all trades are profitable for market makers. As with any business, market makers absorb the losses from unprofitable trades as long as there are sufficient profitable trades. Some academic papers suggest that profitable trades are being siphoned off by brokers who execute the trades themselves thereby depriving market makers of profits. This happens most frequently in small illiquid stocks exactly those which benefit most from affirmative obligations. This in turn will result in market makers demanding greater compensation for agreeing to minimum obligations. To the extent that regulators can reduce this internalization, listed firms will benefit. In summary, the preferred minimum obligation options are (both to be applied): Maximum spread width as a percentage of the bid Minimum quoted size The preferred option for method of payment is that companies should negotiate with market makers directly and pay the negotiated fee. 18
20 References Anand, A., C. Tanggaard, and D. G. Weaver (2009) Paying for market quality Journal of Financial and Quantitative Analysis 44, Anand, A. and D. G. Weaver (2006) The value of the specialist: Empirical evidence from the CBOE Journal of Financial Markets 9, Arnuk, S. and J. Saluzzi (2009) Latency arbitrage: The real power behind predatory high frequency trading White paper available at Attard, B, (2000) Making a market. The jobbers of the London Stock Exchange, Financial History Review Bessembinder, H., J. Hao, and M. Lemmon (2006) Why designate market makers? Affirmative obligations and market quality Working paper, University of Utah. Brogaard, J. A. (2011a) The activity of high frequency traders. Working paper, University of Washington Brogaard, J. A. (2011b) High frequency trading and volatility. Working paper, University of Washington Charitou, A. and M. Panayides (2009) Market making in international capital markets International Journal of Managerial Finance 5, Cao, C., H. Choe, and F. Hatheway (1997) Does the specialist matter? Differential execution costs and intersecurity subsidization on the New York Stock Exchange. Journal of Finance Gerig, A. and D. Michayluk (2010) Automated Liquidity Provision and the Demise of Traditional Market Making Working paper, University of Technology, Sydney Hendershott, T. and R. Riordan (2009) Algorithmic trading and information, Working paper, NET Institute Hengelbrock, J. (2008) Designated sponsors and bid-ask spreads on Xetra. Working paper, Bonn Graduate School of Economics Kirilenko, A. A., A. S. Kyle, M. Samadi, and T. Tuzun (2011) The flash crash: The Impact of high frequency trading on an electronic market Working paper, Commodity Futures Trading Commission Madhavan, A. (2011) Exchange-Traded Funds, market structure and the flash crash Working paper, BlackRock, Inc. 19
21 Madhavan, A., and G. Sofianos (1998)An empirical analysis of NYSE specialist trading Journal of Financial Economics, 48, Menkveld, A. J. (2011) High frequency trading and the new-market makers Working paper, VU University Amsterdam Menkveld, A. J. and T. Wang (2011) How do designated market makers create value for smallcaps? Working paper, VU University Amsterdam Moyer, L. (2010) High-frequency firms urge sec to add to market makers obligations Forbes, July 13, Nimalendran, M. and G. Petrella (2003) Do thinly-traded stocks benefit from specialist intervention? Journal of Banking and Finance 27, Panayides, M. A. (2007) Affirmative obligations and market making with inventory. Journal of Financial Economics 86, Perotti, P. and B. Rindi (2010) Market makers as information providers: The natural experiment of STAR Journal of Empirical Finance 17, Pomeranets, A. and D. G. Weaver (2011) Security Transaction Taxes and Market Quality Working paper, Bank of Canada Porter, D., Y. Simaan, D. G. Weaver, and D. Whitcomb (2006) Effect of the actual size rule under market stress Review of Quantitative Finance and Accounting 26, no. 2, Security Exchange Commission (2010) Preliminary Findings Regarding the Market Events of May 6, 2010 Report of the Staffs of the CFTC and SEC to the Joint Advisory Committee on Emerging Regulatory Issues, May 18, 2010 Schapiro, M. L., 2010, Strengthening Our Equity Market Structure, Speech before the Economic Club of New York, New York, New York, September 7, Skjeltorp, J. and B. A. Ødegaard (2011) Why do listed firms pay for market making in their own stock? working paper, Norges Bank Venkataraman, K. and A. Waisburd (2007) The value of the designated market maker Journal of Financial and Quantitative Analysis 42, Weaver, D.G. (2011) Internalization and market quality in a fragmented market structure Working paper, Rutgers University 20
22 Crown copyright 2012 Foresight 1 Victoria Street London SW1H 0ET URN: 12/1069
G100 VIEWS HIGH FREQUENCY TRADING. Group of 100
G100 VIEWS ON HIGH FREQUENCY TRADING DECEMBER 2012 -1- Over the last few years there has been a marked increase in media and regulatory scrutiny of high frequency trading ("HFT") in Australia. HFT, a subset
From Traditional Floor Trading to Electronic High Frequency Trading (HFT) Market Implications and Regulatory Aspects Prof. Dr. Hans Peter Burghof
From Traditional Floor Trading to Electronic High Frequency Trading (HFT) Market Implications and Regulatory Aspects Prof. Dr. Hans Peter Burghof Universität Hohenheim Institut für Financial Management
High frequency trading
High frequency trading Bruno Biais (Toulouse School of Economics) Presentation prepared for the European Institute of Financial Regulation Paris, Sept 2011 Outline 1) Description 2) Motivation for HFT
Testimony on H.R. 1053: The Common Cents Stock Pricing Act of 1997
Testimony on H.R. 1053: The Common Cents Stock Pricing Act of 1997 Lawrence Harris Marshall School of Business University of Southern California Presented to U.S. House of Representatives Committee on
Robert Bartlett UC Berkeley School of Law. Justin McCrary UC Berkeley School of Law. for internal use only
Shall We Haggle in Pennies at the Speed of Light or in Nickels in the Dark? How Minimum Price Variation Regulates High Frequency Trading and Dark Liquidity Robert Bartlett UC Berkeley School of Law Justin
ELECTRONIC TRADING GLOSSARY
ELECTRONIC TRADING GLOSSARY Algorithms: A series of specific steps used to complete a task. Many firms use them to execute trades with computers. Algorithmic Trading: The practice of using computer software
FI report. Investigation into high frequency and algorithmic trading
FI report Investigation into high frequency and algorithmic trading FEBRUARY 2012 February 2012 Ref. 11-10857 Contents FI's conclusions from its investigation into high frequency trading in Sweden 3 Background
Toxic Equity Trading Order Flow on Wall Street
Toxic Equity Trading Order Flow on Wall Street INTRODUCTION The Real Force Behind the Explosion in Volume and Volatility By Sal L. Arnuk and Joseph Saluzzi A Themis Trading LLC White Paper Retail and institutional
The Need for Speed: It s Important, Even for VWAP Strategies
Market Insights The Need for Speed: It s Important, Even for VWAP Strategies November 201 by Phil Mackintosh CONTENTS Speed benefits passive investors too 2 Speed helps a market maker 3 Speed improves
How To Trade Against A Retail Order On The Stock Market
What Every Retail Investor Needs to Know When executing a trade in the US equity market, retail investors are typically limited to where they can direct their orders for execution. As a result, most retail
Certificate for Introduction to Securities & Investment (Cert.ISI) Unit 1
26cis Certificate for Introduction to Securities & Investment (Cert.ISI) Unit 1 Lesson 26: World Stock Markets London Stock Exchange NYSE Nasdaq Euronext Tokyo Stock Exchange Deutsche Borse Stock markets
Statement of Kevin Cronin Global Head of Equity Trading, Invesco Ltd. Joint CFTC-SEC Advisory Committee on Emerging Regulatory Issues August 11, 2010
Statement of Kevin Cronin Global Head of Equity Trading, Invesco Ltd. Joint CFTC-SEC Advisory Committee on Emerging Regulatory Issues August 11, 2010 Thank you, Chairman Schapiro, Chairman Gensler and
Financial Markets and Institutions Abridged 10 th Edition
Financial Markets and Institutions Abridged 10 th Edition by Jeff Madura 1 12 Market Microstructure and Strategies Chapter Objectives describe the common types of stock transactions explain how stock transactions
Interactive Brokers Quarterly Order Routing Report Quarter Ending March 31, 2013
I. Introduction Interactive Brokers Quarterly Order Routing Report Quarter Ending March 31, 2013 Interactive Brokers ( IB ) has prepared this report pursuant to a U.S. Securities and Exchange Commission
Re: Meeting with Bright Trading, LLC on Equity Market Structure
Bright Trading, LLC Professional Equities Trading 4850 Harrison Drive Las Vegas, NV 89121 www.stocktrading.com Tel: 702-739-1393 Fax: 702-739-1398 March 24, 2010 Robert W. Cook Director, Division of Trading
Toxic Arbitrage. Abstract
Toxic Arbitrage Thierry Foucault Roman Kozhan Wing Wah Tham Abstract Arbitrage opportunities arise when new information affects the price of one security because dealers in other related securities are
Should Exchanges impose Market Maker obligations? Amber Anand. Kumar Venkataraman. Abstract
Should Exchanges impose Market Maker obligations? Amber Anand Kumar Venkataraman Abstract We study the trades of two important classes of market makers, Designated Market Makers (DMMs) and Endogenous Liquidity
High-frequency trading: towards capital market efficiency, or a step too far?
Agenda Advancing economics in business High-frequency trading High-frequency trading: towards capital market efficiency, or a step too far? The growth in high-frequency trading has been a significant development
Trading Securities CHAPTER 4 INTRODUCTION TYPES OF ORDERS
CHAPTER 4 Trading Securities INTRODUCTION Investors who do not purchase their stocks and bonds directly from the issuer must purchase them from another investor. Investor-toinvestor transactions are known
Fast Trading and Prop Trading
Fast Trading and Prop Trading B. Biais, F. Declerck, S. Moinas (Toulouse School of Economics) December 11, 2014 Market Microstructure Confronting many viewpoints #3 New market organization, new financial
Digitization of Financial Markets: Impact and Future
Digitization of Financial Markets: Impact and Future Prateek Rani 1, Adithya Srinivasan 2 Abstract Financial instruments were traditionally traded when stockbrokers and traders met at trading floors and
Algorithmic trading Equilibrium, efficiency & stability
Algorithmic trading Equilibrium, efficiency & stability Presentation prepared for the conference Market Microstructure: Confronting many viewpoints Institut Louis Bachelier Décembre 2010 Bruno Biais Toulouse
Algorithmic and advanced orders in SaxoTrader
Algorithmic and advanced orders in SaxoTrader Summary This document describes the algorithmic and advanced orders types functionality in the new Trade Ticket in SaxoTrader. This functionality allows the
A central limit order book for European stocks
A central limit order book for European stocks Economic Impact Assessment EIA13 Foresight, Government Office for Science Contents 1. Objective... 3 2. Background... 4 2.1. Theory... 6 2.2. Evidence...
High Frequency Trading Volumes Continue to Increase Throughout the World
High Frequency Trading Volumes Continue to Increase Throughout the World High Frequency Trading (HFT) can be defined as any automated trading strategy where investment decisions are driven by quantitative
Answers to Concepts in Review
Answers to Concepts in Review 1. Puts and calls are negotiable options issued in bearer form that allow the holder to sell (put) or buy (call) a stipulated amount of a specific security/financial asset,
FINANCIER. An apparent paradox may have emerged in market making: bid-ask spreads. Equity market microstructure and the challenges of regulating HFT
REPRINT FINANCIER WORLDWIDE JANUARY 2015 FINANCIER BANKING & FINANCE Equity market microstructure and the challenges of regulating HFT PAUL HINTON AND MICHAEL I. CRAGG THE BRATTLE GROUP An apparent paradox
a. CME Has Conducted an Initial Review of Detailed Trading Records
TESTIMONY OF TERRENCE A. DUFFY EXECUTIVE CHAIRMAN CME GROUP INC. BEFORE THE Subcommittee on Capital Markets, Insurance and Government Sponsored Enterprises of the HOUSE COMMITTEE ON FINANCIAL SERVICES
How aggressive are high frequency traders?
How aggressive are high frequency traders? Björn Hagströmer, Lars Nordén and Dong Zhang Stockholm University School of Business, S 106 91 Stockholm July 30, 2013 Abstract We study order aggressiveness
Derivative Users Traders of derivatives can be categorized as hedgers, speculators, or arbitrageurs.
OPTIONS THEORY Introduction The Financial Manager must be knowledgeable about derivatives in order to manage the price risk inherent in financial transactions. Price risk refers to the possibility of loss
INVESTMENT MANAGEMENT ASSOCIATION PENSION FUND DISCLOSURE CODE
INVESTMENT MANAGEMENT ASSOCIATION PENSION FUND DISCLOSURE CODE September 2007 INVESTMENT MANAGEMENT ASSOCIATION PENSION FUND DISCLOSURE CODE September 2007 CONTENTS THE CODE 1 Introduction 2 Scope 3 Disclosure
FAIR GAME OR FATALLY FLAWED?
ISN RESEARCH FAIR GAME OR FATALLY FLAWED? SOME COSTS OF HIGH FREQUENCY TRADING IN LOW LATENCY MARKETS June 2013 KEY POINTS The activity of High Frequency Traders (HF traders) in Australia s equity markets
Interactive Brokers Order Routing and Payment for Orders Disclosure
Interactive Brokers Order Routing and Payment for Orders Disclosure 1. IB's Order Routing System: IB does not sell its order flow to another broker to handle and route. Instead, IB has built a real-time,
3.1 Saxo Capital Markets identifies and seeks to obtain the most favorable terms reasonably available when executing an order on behalf of a client.
SAXO LEGAL SINGAPORE Saxo CAPITAL MARKETs Best Execution Policy 1 1. introduction 3. SAXO CAPITAL MARKETS APPROACH TO BEST 1. INTRODUKTION EXECUTION 1.1 1.2 1.3 1.4 1.5 2.1 This policy is not intended
BEAR: A person who believes that the price of a particular security or the market as a whole will go lower.
Trading Terms ARBITRAGE: The simultaneous purchase and sale of identical or equivalent financial instruments in order to benefit from a discrepancy in their price relationship. More generally, it refers
PACIFIC PRIVATE BANK LIMITED S BEST EXECUTION POLICY (ONLINE TRADING)
PACIFIC PRIVATE BANK LIMITED S BEST EXECUTION POLICY (ONLINE TRADING) 1 INTRODUCTION 1.1 This policy is not intended to create third party rights or duties that would not already exist if the policy had
Trading Costs and Taxes!
Trading Costs and Taxes! Aswath Damodaran Aswath Damodaran! 1! The Components of Trading Costs! Brokerage Cost: This is the most explicit of the costs that any investor pays but it is usually the smallest
A practical guide to FX Arbitrage
A practical guide to FX Arbitrage FX Arbitrage is a highly debated topic in the FX community with many unknowns, as successful arbitrageurs may not be incentivized to disclose their methodology until after
Chinese University of Hong Kong Conference on HKEx and the Market Structure Revolution
Chinese University of Hong Kong Conference on HKEx and the Market Structure Revolution The Impact of Market Structure Changes on Securities Exchanges Regulation 31 March 2012 Keith Lui Executive Director,
Lecture 19: Brokers, Dealers, Exchanges & ECNs. Economics 252, Spring 2008 Prof. Robert Shiller, Yale University
Lecture 19: Brokers, Dealers, Exchanges & ECNs Economics 252, Spring 2008 Prof. Robert Shiller, Yale University Brokers, Dealers Exchanges & ECNs Broker-Dealer (BD) is an organization as defined by SEC,
High Frequency Quoting, Trading and the Efficiency of Prices. Jennifer Conrad, UNC Sunil Wahal, ASU Jin Xiang, Integrated Financial Engineering
High Frequency Quoting, Trading and the Efficiency of Prices Jennifer Conrad, UNC Sunil Wahal, ASU Jin Xiang, Integrated Financial Engineering 1 What is High Frequency Quoting/Trading? How fast is fast?
NBA 600: Day 25 Some Successes and Failures of Electronic Trading 27 April 2004. Daniel Huttenlocher
NBA 600: Day 25 Some Successes and Failures of Electronic Trading 27 April 2004 Daniel Huttenlocher Electronic trading Today s Class Large changes in equity markets over 5 years Much less change in most
THE EQUITY OPTIONS STRATEGY GUIDE
THE EQUITY OPTIONS STRATEGY GUIDE APRIL 2003 Table of Contents Introduction 2 Option Terms and Concepts 4 What is an Option? 4 Long 4 Short 4 Open 4 Close 5 Leverage and Risk 5 In-the-money, At-the-money,
Maker/taker pricing and high frequency trading
Maker/taker pricing and high frequency trading Economic Impact Assessment EIA12 Foresight, Government Office for Science Contents 1. Objective... 3 2. Background... 3 3. Existing make/take fee structure...
THE STOCK MARKET GAME GLOSSARY
THE STOCK MARKET GAME GLOSSARY Accounting: A method of recording a company s financial activity and arranging the information in reports that make the information understandable. Accounts payable: The
High-frequency trading and execution costs
High-frequency trading and execution costs Amy Kwan Richard Philip* Current version: January 13 2015 Abstract We examine whether high-frequency traders (HFT) increase the transaction costs of slower institutional
NDD execution: NDD can help remove the conflict of interest >>> providing a confl ict free environment for Retail FX traders CLIENT.
The Broker team NDD execution: providing a confl ict free environment for Retail FX traders In forex trading, the electronic execution engine used by Non Dealing Desk (NDD) brokers provides traders with
The (implicit) cost of equity trading at the Oslo Stock Exchange. What does the data tell us?
The (implicit) cost of equity trading at the Oslo Stock Exchange. What does the data tell us? Bernt Arne Ødegaard Sep 2008 Abstract We empirically investigate the costs of trading equity at the Oslo Stock
Surveillance of algorithmic trading
Surveillance of algorithmic trading A proposal for how to monitor trading algorithms Lars-Ivar Sellberg Executive Chairman, MSc Electrical Engineering/IT BA Financial Economics Copyright 2009-2013. All
POLICY STATEMENT Q-22
POLICY STATEMENT Q-22 DISCLOSURE DOCUMENT FOR COMMODITY FUTURES CONTRACTS, FOR OPTIONS TRADED ON A RECOGNIZED MARKET AND FOR EXCHANGE-TRADED COMMODITY FUTURES OPTIONS 1. In the case of commodity futures
HFT and the Hidden Cost of Deep Liquidity
HFT and the Hidden Cost of Deep Liquidity In this essay we present evidence that high-frequency traders ( HFTs ) profits come at the expense of investors. In competing to earn spreads and exchange rebates
Do retail traders suffer from high frequency traders?
Do retail traders suffer from high frequency traders? Katya Malinova, Andreas Park, Ryan Riordan November 15, 2013 Millions in Milliseconds Monday, June 03, 2013: a minor clock synchronization issue causes
Understanding ETF liquidity and trading
Understanding ETF liquidity and trading ETF liquidity and trading can seem complex. For example, you may have heard that ETFs with lower average daily trading volumes (ADVs) aren t as liquid as others
This paper sets out the challenges faced to maintain efficient markets, and the actions that the WFE and its member exchanges support.
Understanding High Frequency Trading (HFT) Executive Summary This paper is designed to cover the definitions of HFT set by regulators, the impact HFT has made on markets, the actions taken by exchange
DELEGATED REGULATION (EU)
RTS 15: Draft regulatory technical standards on market making, market making agreements and marking making schemes COMMISSION DELEGATED REGULATION (EU) No /.. of [date] supplementing Directive 2014/65/EU
High Frequency Trading Background and Current Regulatory Discussion
2. DVFA Banken Forum Frankfurt 20. Juni 2012 High Frequency Trading Background and Current Regulatory Discussion Prof. Dr. Peter Gomber Chair of Business Administration, especially e-finance E-Finance
SAXO BANK S BEST EXECUTION POLICY
SAXO BANK S BEST EXECUTION POLICY THE SPECIALIST IN TRADING AND INVESTMENT Page 1 of 8 Page 1 of 8 1 INTRODUCTION 1.1 This policy is issued pursuant to, and in compliance with, EU Directive 2004/39/EC
A Global Perspective on HFT and Market Making. Hans Pieterse March 2015, Sao Paulo
A Global Perspective on HFT and Market Making Hans Pieterse, Agenda Introduction Optiver Definition HFT Benefits HFT Role and benefits of a Market Maker Case Studies in Brazil: MM options and AMBEV Questions
High Frequency Trading and Its Impact on the Performance of Other Investors
Arhus University Business and Social Sciences High Frequency Trading and Its Impact on the Performance of Other Investors Evidence from the Copenhagen Stock Exchange Master Thesis Authors: Karolis Liaudinskas
The Impacts of Automation and High Frequency Trading on Market Quality 1
The Impacts of Automation and High Frequency Trading on Market Quality 1 Robert Litzenberger 2, Jeff Castura and Richard Gorelick 3 In recent decades, U.S. equity markets have changed from predominantly
Understanding ETF Liquidity
Understanding ETF Liquidity SM 2 Understanding the exchange-traded fund (ETF) life cycle Despite the tremendous growth of the ETF market over the last decade, many investors struggle to understand the
Algorithmic Trading, High-Frequency Trading and Colocation: What does it mean to Emerging Market?
Algorithmic Trading, High-Frequency Trading and Colocation: What does it mean to Emerging Market? Ashok Jhunjhunwala, IIT Madras [email protected] HFTs are being pushed out of the more established markets,
Market making in international capital markets Challenges and benefits of its implementation in emerging markets
The current issue and full text archive of this journal is available at www.emeraldinsight.com/1743-9132.htm IJMF 50 Market making in international Challenges and benefits of its implementation in emerging
A New Episode in the Stock Exchange Mergers Saga: Intercontinental Exchange (ICE)/New York Stock Exchange (NYSE)
Competition Policy International A New Episode in the Stock Exchange Mergers Saga: Intercontinental Exchange (ICE)/New York Stock Exchange (NYSE) Professor Ioannis Kokkoris (Center for Commercial Law and
MULTI-MARKET TRADING AND MARKET LIQUIDITY: THE POST-MIFID PICTURE
2010 Scientific Advisory Board Conference How Should Regulators Address Changes in Equy Markets? MULTI-MARKET TRADING AND MARKET LIQUIDITY: THE POST-MIFID PICTURE Carole Gresse, Universé Paris-Dauphine
Research Paper No. 44: How short-selling activity affects liquidity of the Hong Kong stock market. 17 April 2009
Research Paper No. 44: How short-selling activity affects liquidity of the Hong Kong stock market 17 April 2009 Executive Summary 1. In October 2008, the SFC issued a research paper entitled Short Selling
The structure and quality of equity trading and settlement after MiFID
Trends in the European Securities Industry Milan, January 24, 2011 The structure and quality of equity trading and settlement after MiFID Prof. Dr. Peter Gomber Chair of Business Administration, especially
How To Understand The Stock Market
We b E x t e n s i o n 1 C A Closer Look at the Stock Markets This Web Extension provides additional discussion of stock markets and trading, beginning with stock indexes. Stock Indexes Stock indexes try
General Forex Glossary
General Forex Glossary A ADR American Depository Receipt Arbitrage The simultaneous buying and selling of a security at two different prices in two different markets, with the aim of creating profits without
HFT and Market Quality
HFT and Market Quality BRUNO BIAIS Directeur de recherche Toulouse School of Economics (CRM/CNRS - Chaire FBF/ IDEI) THIERRY FOUCAULT* Professor of Finance HEC, Paris I. Introduction The rise of high-frequency
Delivering NIST Time to Financial Markets Via Common-View GPS Measurements
Delivering NIST Time to Financial Markets Via Common-View GPS Measurements Michael Lombardi NIST Time and Frequency Division [email protected] 55 th CGSIC Meeting Timing Subcommittee Tampa, Florida September
Fund Management Charges, Investment Costs and Performance
Investment Management Association Fund Management Charges, Investment Costs and Performance IMA Statistics Series Paper: 3 Chris Bryant and Graham Taylor May 2012 2 Fund management charges, investment
INTERACTIVE BROKERS GROUP
INTERACTIVE BROKERS GROUP ONE PICKWICK PLAZA GREENWICH, CT 06830 (203) 618-5800 David M. Battan Vice President March 27, 2006 Via Electronic Mail and Hand Delivery Nancy Morris, Secretary Securities and
Transaction Costs, Trade Throughs, and Riskless Principal Trading in Corporate Bond Markets
Transaction Costs, Trade Throughs, and Riskless Principal Trading in Corporate Bond Markets Larry Harris Fred V. Keenan Chair in Finance USC Marshall School of Business Disclaimer I only speak for me.
Understanding Stock Options
Understanding Stock Options Introduction...2 Benefits Of Exchange-Traded Options... 4 Options Compared To Common Stocks... 6 What Is An Option... 7 Basic Strategies... 12 Conclusion...20 Glossary...22
Terms of Business. 03 March 2014. Authorised and regulated by the Financial Conduct Authority
Terms of Business 03 March 2014 Authorised and regulated by the Financial Conduct Authority Our Particulars The full name of our firm is Winterflood Securities Limited ( Wins ) The address of our registered
3. The Foreign Exchange Market
3. The Foreign Exchange Market The foreign exchange market provides the physical and institutional structure through which the money of one country is exchanged for that of another country, the rate of
High Frequency Trading + Stochastic Latency and Regulation 2.0. Andrei Kirilenko MIT Sloan
High Frequency Trading + Stochastic Latency and Regulation 2.0 Andrei Kirilenko MIT Sloan High Frequency Trading: Good or Evil? Good Bryan Durkin, Chief Operating Officer, CME Group: "There is considerable
Using Currency Futures to Hedge Currency Risk
Using Currency Futures to Hedge Currency Risk By Sayee Srinivasan & Steven Youngren Product Research & Development Chicago Mercantile Exchange Inc. Introduction Investment professionals face a tough climate.
