Cash trading and index futures price volatility

This study examines the effect of cash market liquidity on the volatility of stock index futures. Two facets of cash market liquidity are considered: (1) the level of liquidity trading proxied by the expected New York Stock Exchange (NYSE) trading volume and (2) the noise composition of trading proxied by the average NYSE trading commission cost. Under the framework of spline–GARCH with a liquidity component, both the quarterly average commission cost and the quarterly expected NYSE volume are negatively associated with the ex ante daily volatility of S&P 500 and NYSE composite index futures. Conversely, liquidity and noise trading in the cash market both dampen futures price volatility, ceteris paribus. This negative association between secular cash trading liquidity and daily futures price volatility is amplified during times of market crisis. These results retain statistical significance and materiality after controlling for bid–ask bounce of futures prices and volume of traded futures contracts. This study establishes empirical evidence to affirm the conventional prediction of a liquidity–volatility relationship: the liquidity effect is secular and persistent across markets. © 2010 Wiley Periodicals, Inc. Jrl Fut Mark 31:465–486, 2011     

Does trade size restriction affect trading behavior? Evidence from Indian single stock futures market

Algorithmic traders use their advantage of speed to execute a large number of small-sized trades in a very short time. In the presence of a minimum trading unit (MTU) restriction, they are forced to trade at the smallest possible sizes, often restricted by the MTU. Using a novel data set of single stock futures market obtained from the National Stock Exchange of India, we show that the MTU restriction acts as a binding constraint for traders while optimizing trade sizes. Contrary to expectation, we find weak evidence that liquidity is positively impacted by the contract size revision.     

Execution quality in open‐outcry futures markets

This study examines the composition of customer order .flow and the execution quality for different types of customer orders in six futures pits of the Chicago Mercantile Exchange (CME). It is shown that off‐exchange customers frequently provide liquidity to other traders by submitting limit orders. The determinants of customers' choice between limit and market orders are examined, and it is found that higher bid—ask spreads increase the limit‐order submission frequency, and increased price volatility makes limit‐order submission less likely. Effective spreads, trading revenues, and turnaround times for customer liquidity‐demanding and limit orders are also documented. Consistent with evidence from equity markets, the results show that limit‐order traders receive better executions than traders using liquidity‐demanding orders, but incur adverse selection costs. © 2005 Wiley Periodicals, Inc. Jrl Fut Mark 25:1067–1092, 2005     

Learning representation of stock traders and immediate price impacts

We use 239-day trading-level data for a stock on the Shanghai Stock Exchange, including about 440,000 traders and 1.77 million trading relationships, to study the representation of traders in a trading network using the network representation learning method, and to identify different traders' local outlier factor (LOF). Based on the local outlier factors, traders are divided into two categories: novel and normal. The novel traders' orders have smaller immediate price impact. Our method can be used to characterize and discover the behavior of medium-scale trading networks and provide certain decision support for market investors and regulators.     

Local trader profitability in futures markets: Liquidity and position taking profits

This study examines the profitability of local traders on floor‐traded futures markets. Using unique data from the period of floor trading on the Sydney Futures Exchange, local income is decomposed into liquidity and position‐taking profit components. Locals on the trading floor are found to make significant position‐taking profits. Moreover, the ability of locals on the floor to derive position‐taking profits is positively related to order‐flow related information, and negatively related to the presence of exogenous information, local liquidity profits and the length of a locals inventory cycle. Accordingly, this paper characterizes locals as active informed traders. © 2009 Wiley Periodicals, Inc. Jrl Fut Mark 30:1–24, 2010     

Market structure,liquidity, and information based trading at the Prague Stock Exchange

This paper investigates the relation between liquidity and information based trading and the possible impact of market microstructure changes on this relationship. A model similar in spirit to that of [Easley et al. (1996b) J. Financ. 51(3) (1996) 811–833] is used to determine how often new information occurs and how it influences the composition of orders submitted to the market. There have been several major market structure changes implemented by the Prague Stock Exchange (PSE) over the past 5 years. Thanks to its unique development path, where a given set of stocks were subjected to several changes in trading environment design, PSE trading data can be used to examine how market conditions impact the extent of informed trading and market liquidity.     

Call Auction Transparency and Market Liquidity: Evidence from China

This paper uses the natural experiment offered by the Shanghai Stock Exchange to investigate the impact of opening call auction transparency on market liquidity. We find that the dissemination of indicative trade information during the pre‐open call auction session leads to an overall improvement in stock liquidity in the continuous trading session. Bid‐ask spreads narrow in the first trading hour because adverse selection risk fell significantly and there is less price volatility in the continuous market. This effect is greater for actively traded securities than illiquid securities. Our findings are robust for different lengths of sample period, different lengths of trading hours after market open, and stocks that had (and had not) reformed the share split structure during our research period.     

Trading activity in stock index futures markets: The evidence of emerging markets

This study investigates the trading activity of the Taiwan Futures Exchange (TAIFEX) and Singapore Exchange Derivatives Trading Limited (SGX‐DT) Taiwan Stock Index Futures markets by analyzing the intraday patterns of volume and volatility. In addition, the market closure theory, which may explain such patterns, is examined. Overall, the trading pattern appears to be U‐shaped for the TAIFEX futures and U+W‐shaped for the SGX‐DT. For the SGX‐DT futures, volatility follows the same pattern as that of the number of price changes. For the TAIFEX futures, however, after the peak at the close of the spot market, the volatility in the TAIFEX futures drops consistently until the end of the day while volatility in the SGX‐DT still reaches a smaller peak at the close of the futures market. In addition, a visual inspection of the intraday patterns of these two markets shows that the market closure theory can effectively explain the intraday patterns of these two markets. The empirical results support the market closure theory in that liquidity demand from traders rebalancing their portfolios before and after market closures creates larger volume and volatility at both the open and close. © 2002 Wiley Periodicals, Inc. Jrl Fut Mark 22:983–1003, 2002     

The role of floor brokers in the supply of liquidity: An empirical analysis

This article analyses the role of floor brokers in the supply of liquidity on the Australian Stock Exchange Derivatives market. Floor brokers have valuable order execution skills because of their information advantage over off‐floor traders and their ability to mitigate some problems related to the option‐like characteristics of limit orders. Our results indicate that floor broker participation in the execution of limit orders tends to be high when the above qualities are most valuable. © 2000 John Wiley & Sons, Inc. Jrl Fut Mark 20:205–218, 2000     

The impact of limit order anonymity on liquidity: Evidence from Paris, Tokyo and Korea

This paper examines the impact of broker anonymity on bid-ask spreads in order driven markets. Previous theoretical research predicts that limit order anonymity results in deeper and more liquid markets. This paper examines this proposition using three natural experiments provided by Euronext Paris, the Tokyo Stock Exchange and the Korea Stock Exchange. Euronext Paris and the Tokyo Stock Exchange removed broker identifiers from limit orders on April 23, 2001 and June 30, 2003, respectively. In contrast, the Korea Stock Exchange introduced broker identifiers for limit order books on October 25, 1999. The results provide evidence that altering limit order anonymity has an impact on liquidity. Consistent with expectations, liquidity is enhanced by increased anonymity and adversely affected by decreased anonymity.     

Long‐term information,short‐lived securities

The authors explore strategic trade in short‐lived securities by agents who have private information that is potentially long‐term, but do not know how long their information will remain private. Trading short‐lived securities is profitable only if enough of the private information becomes public prior to contract expiration; otherwise the security will worthlessly expire. How this results in trading behavior fundamentally different from that observed in standard models of informed trading in equity is highlighted. Specifically, it is shown that informed speculators are more reluctant to trade shorter‐term securities too far in advance of when their information will necessarily be made public, and that existing positions in a shorter‐term security make future purchases more attractive. Because informed speculators prefer longer‐term securities, this can make trading shorter‐term contracts more attractive for liquidity traders. The conditions are characterized under which liquidity traders choose to incur extra costs to roll over short‐term positions rather than trade in distant contracts, providing an explanation for why most longer‐term derivative security markets have little liquidity and large bid‐ask spreads. © 2006 Wiley Periodicals, Inc. Jrl Fut Mark 26:465–502, 2006     

Liquidity Constraints and Investment Opportunities: New Evidence from Large and Small Businesses in the UK

In this paper, we compare the liquidity constraints and investment opportunities for large and small businesses. This is done by examining the relationship between stock liquidity and investment opportunities in a sample of large and small enterprises listed on the London Stock Exchange. We find a positive statistical association between stock liquidity and investment opportunities, regardless of the size of the enterprise. This unique result in the London Stock Exchange suggests that firm size does not influence corporate investment decisions because there is no significant change in the cost of capital between large and small enterprises.     

Night trading and market quality: Evidence from Chinese and US precious metal futures markets

Given a dominant exchange, how should other exchanges set their trading hours? We examine the introduction of a night session by the Shanghai Futures Exchange, allowing trading concurrently with daytime trading at the Commodity Exchange in the United States. After developing hypotheses, results for gold and silver show: trading activity has increased; liquidity in Shanghai has risen and prices are less volatile at market opening; the price discovery share of Chinese gold futures has fallen but this is not a sign of weakening market quality; and volatility spillovers increase bidirectionally. Longer trading hours have decreased market segmentation and increased information flow.     

Where are the fundamental traders? A model application based on the Shanghai Stock Exchange

This study develops a model to disaggregate traders into categories based on their strategic approach to (fundamental versus technical) and perception about future price trends. Testing the model with data from the Shanghai Stock Exchange (SSE), the study finds a minimal presence of fundamental traders. However, model estimation reveals that the SSE is weak-form efficient as technical traders do not earn abnormal profits.     

Adverse selection costs: A study on the Chinese stock market

Employing a bid-ask spread model applicable for order-driven market, this paper decomposes the bid-ask spread of Shanghai Stock Exchange (SSE) into adverse selection and order processing cost components to investigate the relationship between the components of bid-ask spread and order size. It examines the impacts of firm size, price, trading activeness, and volatility on adverse selection cost, and explores the intraday pattern of adverse selection costs and informative trading. Results show that adverse selection costs increase with trade scale. However, order processing costs do not exhibit the economies of scale. Stocks of large firms, which are high-priced and actively traded, have relatively low adverse selection costs; stocks with large volatility have relatively high adverse selection costs. Moreover, this paper finds that the adverse selection component of bid-ask spread in the Chinese stock market exhibits an L-shaped intraday pattern, which implies that heavy trading around market opening is dominated by informative trading, while heavy trading near market closing is dominated by liquidity trading.     

The interaction between foreigners' trading and emerging stock returns: Evidence from Turkey

Using monthly foreign flows data on Istanbul Stock Exchange (ISE) and employing a structural VAR model, we analyze the interaction between foreigners' trading and emerging stock returns. In contrast to most of the available theory and repeated previous findings on other markets, foreign investors negative-feedback-trade with respect to past local returns in ISE, however only in rising markets and especially under macroeconomic instability. Net foreign flows forecast future market returns, but not individual stock returns. Price impacts are permanent, suggesting that foreigners' trading incorporates information. Overall, results reject previous conclusions that foreigners are uninformed positive feedback traders: rather, they are a heterogeneous group dominated by sophisticated investors able to rationally adjust their trading style in line with the market's prevailing characteristics.     

Do brokers act in the best interests of their clients? New evidence from electronic trading systems

Prior research suggests brokers do not always act in the best interests of clients, although morally obligated to do so. We empirically investigated this issue focusing on trades executed at best execution price, before and after the introduction of electronic limit‐order trading, on the London Stock Exchange. As a result of limit‐order trading, the proportion of trades executed at the best execution price for the customer significantly increased. We attribute this to a sustained increase in the liquidity of stocks as a result of limit‐order trading, regardless of market capitalisation. We discuss the ethical implications of our findings and conclude that market structures that enhance market competitiveness may help reconcile broker and client interests.     

Intraday Liquidity Provision by Trader Types in a Limit Order Market: Evidence from Taiwan Index Futures

This study examines the dynamic liquidity provision process by institutional and individual traders in the Taiwan index futures market, which is a pure limit order market. The empirical analysis obtains several interesting empirical results. We find that trader type affects liquidity provision in a number of interesting ways. First, although institutional traders use more limit orders than market orders, foreign institution (individual) traders use a relatively higher percentage of market (limit) orders in the early trading session and then switch to more limit (market) orders for the remainder of the day until close to the end of the trading day. Second, net limit order submissions by both institutional and individual traders are positively related to one‐period lagged transitory volatility and negatively related to informational volatility. Third, net limit order submissions by institutional traders are positively related to one‐period lagged spread. Finally, both the state of limit order book and order size significantly influence all types of traders’ strategy on submission of limit order versus market order during the intraday trading session. © 2012 Wiley Periodicals, Inc. Jrl Fut Mark 34:145–172, 2014     

Market openness and market quality in gold markets

This paper studies the impact of market openness on market quality in gold markets, by investigating the openness event that occurred when the Shanghai Gold Exchange (SGE) launched an international board (SGEI) for foreign investors in China. Investors prefer to trade on the SGE than the SGEI, probably due to the SGE’s higher liquidity. In addition, using the New York Mercantile Exchange (COMEX) gold futures as the benchmark, we show the SGE experiences a significant increase in liquidity without a concomitant increase in volatility. Moreover, the SGE’s contribution to international gold price discovery increases after the openness event.