Finance and Financial Management Commons^™

Corporate Bond Etfs, Bond Liquidity, And Etf Trading Volume, Thomas Marta

Business Faculty Publications

This study investigates the impact of corporate bond ETFs on the liquidity of their underlying securities. By alternatively utilizing panel regressions in levels, in changes, controlling for past liquidity, subsample tests—including periods of market stress and arbitrage—and a novel quasi-natural experiment, this study addresses self-selection and index effect identification issues. The findings indicate that ETFs significantly reduce transaction costs and enhance bond liquidity. Notably, the trading volume of ETFs, which is 6.67 times greater than their arbitrage, appears beneficial.

From Market Making To Matchmaking: Does Bank Regulation Harm Market Liquidity?, Gideon Saar, Jian Sun, Ron Yang, Haoxiang Zhu

Research Collection Lee Kong Chian School Of Business

Post-crisis bank regulations raised market-making costs for bank-affiliated dealers. We show that this can, somewhat surprisingly, improve overall investor welfare and reduce average transaction costs despite the increased cost of immediacy. Bank dealers in OTC markets optimize between two parallel trading mechanisms: market making and matchmaking. Bank regulations that increase market-making costs change the market structure by intensifying competitive pressure from non-bank dealers and incentivizing bank dealers to shift their business toward matchmaking. Thus, post-crisis bank regulations have the (unintended) benefit of replacing costly bank balance sheets with a more efficient form of financial intermediation.

Can Shorts Predict Returns? A Global Perspective, Ekkehart Boehmer, Zsuzsa R. Huszar, Yanchu Wang, Xiaoyan Zhang, Xinran Zhang

Research Collection Lee Kong Chian School Of Business

Using multiple short-sale measures, we examine the predictive power of short sales for future stock returns in 38 countries from July 2006 to December 2014. We find that the days-to-cover ratio and the utilization ratio measures have the most robust predictive power for future stock returns in the global capital market. Our results display significant cross-country and cross-firm differences in the predictive power of alternative short-sale measures. The predictive power of shorts is stronger in countries with nonprohibitive short sale regulations and for stocks with relatively low liquidity, high shorting fees, and low price efficiency.

Rise Of The Machines? Intraday High-Frequency Trading Patterns Of Cryptocurrencies, Alla A Petukhina, Raphael C. G. Reule, Wolfgang Karl Hardle

Sim Kee Boon Institute for Financial Economics

This research analyses high-frequency data of the cryptocurrency market in regards to intraday trading patterns related to algorithmic trading and its impact on the European cryptocurrency market. We study trading quantitatives such as returns, traded volumes, volatility periodicity, and provide summary statistics of return correlations to CRIX (CRyptocurrency IndeX), as well as respective overall high-frequency based market statistics with respect to temporal aspects. Our results provide mandatory insight into a market, where the grand scale employment of automated trading algorithms and the extremely rapid execution of trades might seem to be a standard based on media reports. Our findings on …

Chasing Private Information, Marcin Kacperczyk, Emiliano Sebastian Pagnotta

Research Collection Lee Kong Chian School Of Business

Using over 5,000 trades unequivocally based on nonpublic information about firm fundamentals, we find that asymmetric information proxies display abnormal values on days with informed trading. Volatility and volume are abnormally high, whereas illiquidity is low, in equity and option markets. Daily returns reflect the sign of private signals, but bid-ask spreads are lower when informed investors trade. Market makers' learning under event uncertainty and limit orders help explain these findings. The cross-section of information duration indicates that traders select days with high uninformed volume. Evidence from the U.S. SEC Whistleblower Reward Program and the FINRA involvement addresses selection concerns.

Competing On Speed, Emiliano Sebastian Pagnotta, Thomas Philippon

Research Collection Lee Kong Chian School Of Business

We analyze trading speed and fragmentation in asset markets. In our model, trading venues make technological investments and compete for investors who choose where and how much to trade. Faster venues charge higher fees and attract speed-sensitive investors. Competition among venues increases investor participation, trading volume, and allocative efficiency, but entry and fragmentation can be excessive, and speeds are generically inefficient. Regulations that protect transaction prices (e.g., Securities and Exchange Commission trade-through rule) lead to greater fragmentation. Our model sheds light on the experience of European and U.S. markets since the implementation of Markets in Financial Instruments Directive and Regulation …

How To Enable Future Faster Payments? An Evaluation Of A Hybrid Payments Settlement Mechanism, Zhiling Guo, Yuanzhi Huang

Research Collection School Of Computing and Information Systems

In the era of Fintech innovation and e-commerce, faster settlement of massive retail transactions is crucial for business growth and financial system stability. However, speeding up payments settlement can create periodic liquidity shortfalls to banks which would incur high cost of funds in the settlement process. We propose a new hybrid settlement mechanism design that integrates features of real-time gross settlement, deferred net settlement, and central queue management structure. The hybrid mechanism is managed by an intermediary and is particularly suitable to settle large volume of small-value retail payments. We evaluate the mechanism using computer experiments and simulation. We find …

P/E Ratios And Value Investor Attention, Jordan Moore

Rohrer College of Business Faculty Scholarship

Price-earnings (P/E) ratios, the most popular value proxy, are widely reported using the last four quarters of earnings. Corresponding earnings yields (4QEP) have significantly greater return predictability than lagged earnings yields or current book-to-market ratios. The weekly pattern in returns is consistent with individual investor trading activity. The return predictability is robust to fundamentals, price momentum, earnings momentum, volume, and liquidity. 4QEP relates positively to volume and liquidity and negatively to idiosyncratic volatility. Financial data providers only report P/E ratios for stocks with positive earnings; 4QEP only predicts returns, volume, and liquidity for these stocks.

Decimalization, Ipo Aftermath, And Liquidity, Charlie Charoenwong, David K. Ding, Tiong Yang Thong

Research Collection Lee Kong Chian School Of Business

We investigate the effect of decimalization on the aftermarket trading of NYSE-listed IPOs. We find that the relation between bid–ask spread and underpricing becomes negative post-decimalization, suggesting that benefits from the increased price competition accrue more to hot IPOs. The quoted depth is generally smaller post-decimalization due to a higher probability of front running, which aggravates the cost of adverse selection and limit order submission. We show that underwriters continue to provide price support but are only willing to cover the initial short position, if profitable to do so. Decimal pricing does not affect the flipping strategy of institutions for …

Rankings Of Published Price-Earnings Ratios And Value Investor Attention, Jordan Moore

Rohrer College of Business Faculty Scholarship

Price-earnings (P/E) ratios are the most popular proxy for fundamental value and are widely published using a common methodology. This paper explores whether stocks with high P/E rankings are especially salient to individual investors with attention constraints. Consistent with the role of attention, P/E rankings predict the returns of strategies based on size, liquidity, and short-term reversals as well as increases in trading volume and liquidity. Financial data providers publish P/E ratios for stocks with positive earnings, but do not publish P/E ratios for stocks with negative earnings. P/E rankings predict returns and changes in trading volumes for stocks with …

Local Business Cycles And Local Liquidity, Gennaro Bernile, George Korniotis, Alok Kumar, Qin Wang

Research Collection Lee Kong Chian School Of Business

This study examines whether state-level economic conditions affect the liquidity of local firms. We find that liquidity levels of local stocks are higher (lower) when the local economy has performed well (poorly). This relation is stronger when local financing constraints are more binding, the local information environment is more opaque, and local institutional ownership levels and trading intensity are higher. Overall the evidence supports the notion that the geographical segmentation of U.S. capital markets generates predictable patterns in local liquidity.

Market Pricing Of Banks’ Fair Value Assets Reported Under Sfas 157 Since The 2008 Financial Crisis, Beng Wee Goh, Dan Li, Jeffrey Ng, Keng Kevin Ow Yong

Research Collection School Of Accountancy

We investigate how investors price the fair value estimates of assets as required by Statement of Financial Accounting Standards No. 157 (SFAS 157) since the financial crisis in 2008. We observe that Level 3 fair value estimates are typically priced lower than Level 1 and Level 2 fair value estimates between 2008 and 2011. However, the difference between the pricing of the different estimates reduces over time, suggesting that as market conditions stabilize in the aftermath of the 2008 financial crisis, reliability concerns about Level 3 estimates dissipated to some extent. Next, we examine whether Level 3 gains affect the …

Institutional Presence, Johan Sulaeman, Chi Shen Wei

Research Collection Lee Kong Chian School Of Business

We propose an Institutional Presence (IP) measure to capture the latent role of non-owner institutional investors who nevertheless may be observing a firm. We employ this measure to examine whether the ‘presence’ of institutional investors reduces information asymmetry in the market. Firms in areas with high institutional presence experience higher liquidity, faster information incorporation, lower costs of equity capital, and less financing frictions relative to firms in low IP areas. The results hold after controlling for firm and geographical characteristics including institutional ownership and urban locality. Our findings indicate that being in the presence of institutional investors brings tangible benefits.

Three Essays On The Microstructure Of Exchange Traded Funds, Samique March

FIU Electronic Theses and Dissertations

Exchange traded funds (ETFs) have increased significantly in popularity since they were first introduced in 1993. However, there is still much that is unknown about ETFs in the extant literature. This dissertation attempts to fill gaps in the ETF literature by using three related essays. In these three essays, we compare ETFs to closed ended mutual funds (CEFs) by decomposing the bid-ask spread into its three components; we look at the intraday shape of ETFs and compare it to the intraday shape of equities as well as examine the co-integration factor between ETFs on the London Stock Exchange and the …

Liquidity And Crises In Asian Equity Markets, Charlie Charoenwong, David K. Ding, Yung Chiang Yang

Research Collection Lee Kong Chian School Of Business

This article presents a discussion of stock market liquidity and its relation to financial crises. It begins by defining liquidity and explaining possible measures of liquidity and then explores factors influencing liquidity. It also analyzes the liquidity among 11 Asian countries. The empirical findings based on the time-series analysis show a sharp decline in stock liquidity during both the 1997-1998 Asian and the recent 2007-2008 global financial crisis. The multivariate regression results show that both stock liquidity and trading activity decrease after large market declines. Stock liquidity responds significantly to large market declines in South Korea and Taiwan whereas it …

Shackling Short Sellers: The 2008 Shorting Ban, Ekkehart Boehmer, Charles M. Jones, Xiaoyan Zhang

Research Collection Lee Kong Chian School Of Business

In September 2008, the U.S. Securities and Exchange Commission (SEC) temporarily banned most short sales in nearly 1,000 financial stocks. We examine the ban's effect on market quality, shorting activity, the aggressiveness of short sellers, and stock prices. The ban's effects are concentrated in larger stocks; there is little effect on firms in the lower half of the size distribution. Although shorting activity drops by about 77% in large-cap stocks, stock prices appear unaffected by the ban. All but the smallest quartile of firms subject to the ban suffer a severe degradation in market quality.

Liquidity, Governance And Adverse Selection In Asset Pricing, Sascha Strobl

FIU Electronic Theses and Dissertations

A plethora of recent literature on asset pricing provides plenty of empirical evidence on the importance of liquidity, governance and adverse selection of equity on pricing of assets together with more traditional factors such as market beta and the Fama-French factors. However, literature has usually stressed that these factors are priced individually. In this dissertation we argue that these factors may be related to each other, hence not only individual but also joint tests of their significance is called for.

In the three related essays, we examine the liquidity premium in the context of the finer three-digit SIC industry classification, …

Accelerated Share Repurchases, Leonce Bargeron, Manoj Kulchania, Shawn Thomas

Finance Faculty Research and Publications

Accelerated share repurchases (ASRs) are credible commitments by firms to repurchase shares immediately. Including an ASR in a repurchase program reduces the flexibility that firms have to alter an announced program in response to subsequent changes in the price and liquidity of its shares, unexpected shocks to cash flow and/or investment, etc. Thus, we investigate whether firms’ decisions to include ASRs in their repurchase programs are associated with factors expected to influence the costs of lost flexibility and the benefits of enhanced credibility and immediacy. We find robust evidence consistent with the costs of lost flexibility and the benefits of …

Financial Contagion And Market Liquidity: Evidence From The Asian Crisis, Shantaram P. Hegde, Rupendra Paliwal

WCBT Faculty Publications

Models of financial crisis and contagion predict that an economic crisis turns into a crisis of market liquidity in the presence of borrowing constraints, information asymmetry and risk aversion. Based on the firm-level data on a sample of exposed and unexposed US stocks to the Asian currency crisis, we find a significant increase (decrease) in the crisis period bid-ask spreads (depth) and their volatilities for both the groups. While our results underscore the imprints of flight to quality, we detect little causal patterns in liquidity innovations. An important implication of our findings, as evidenced by the recent crisis, is that …

Do Foreign Institutions Improve Stock Liquity?, Chi Shen Wei

Research Collection Lee Kong Chian School Of Business

This paper examines whether capital flows by foreign institutions improve liquidity in domestic markets. I find that stocks with increased foreign institutional ownership subsequently experience higher liquidity. However, it is difficult to interpret this evidence as a causal relation because institutions tend to self-select into more liquid stocks. To solve this problem, I exploit the 2003 US dividend tax cut as a natural experiment. The results from a 2SLS (IV) regression confirm that liquidity improved more in dividend-paying stocks located in US tax-treaty countries compared to similar stocks located in non-treaty countries. These patterns are consistent with the notion that …

Pricing Options In An Extended Black Scholes Economy With Illiquidity: Theory And Empirical Evidence, Umut Cetin, Robert Jarrow, Mitchell Protter, Mitchell Warachka

Research Collection Lee Kong Chian School Of Business

This article studies the pricing of options in an extended Black Scholes economy in which the underlying asset is not perfectly liquid. The resulting liquidity risk is modeled as a stochastic supply curve, with the transaction price being a function of the trade size. Consistent with the market microstructure literature, the supply curve is upward sloping with purchases executed at higher prices and sales at lower prices. Optimal discrete time hedging strategies are then derived. Empirical evidence reveals a significant liquidity cost intrinsic to every option. [PUBLICATION ABSTRACT]

Hedge Fund Contagion, Melvyn Teo

Research Collection BNP Paribas Hedge Fund Centre

Why do correlations all go to one when economic conditions turn bad? We review the latest research on funding liquidity (the ease with which hedge funds obtain capital) and discuss its implications on the asset liquidity and valuations of securities held by funds, on subsequent fund performance, and on contagion across hedge fund investment styles.

The Effects Of Etf Splits On Returns, Liquidity, And Individual Investors, Susana Yu, Gwendolyn Webb

Department of Accounting and Finance Faculty Scholarship and Creative Works

Purpose – The purpose of this paper is to extend the literature on the effects of stock splits from mutual funds splits and the QQQ split to 20 exchange traded funds (ETFs) that span a wide variety of indexes. The split sample is compared to a non-split control sample with similar characteristics between 2000 and 2006. The objectives of this study are to investigate whether the results are different between the split sample and the control sample; and whether these results are similar to other investment vehicles in the existing literature. Design/methodology/approach – The paper examines stock excess returns, total …

How Liquid Are Liquid Hedge Funds?, Melvyn Teo

Research Collection BNP Paribas Hedge Fund Centre

Many hedge funds impose minimal share restrictions and allow investors to redeem on a monthly basis or better. We find that there is significant variation in the liquidity risk exposure of these “liquid” funds. Within this group of funds, those that embrace liquidity risk outperform those that eschew liquidity risk by 4.86 percent per year. As a consequence of the liquidity risk exposure, funds experiencing outflows subsequently earn lower returns than funds receiving inflows. The effects of flows are more pronounced for funds employing leverage, for funds with high liquidity risk exposure, and during a liquidity crunch. These results underscore …

Liquidity And Hedge Funds, Melvyn Teo

Research Collection BNP Paribas Hedge Fund Centre

Market liquidity profoundly impacts hedge funds. Funds trading illiquid securities earns significant risk premium, report smoother returns, can better leverage on information asymmetries, and grapple with stronger capacity constraints. Importantly, the funding liquidity of hedge funds, or their ease of obtaining financing, can have a significant effect on the market liquidity of the securities they trade in, creating a downward liquidity spiral during economic downturns. We review the academic literature and deliver insights that resonate with recent market events.

Market Segmentation, Liquidity Spillover, And Closed-End Country Fund Discounts, Sai Pang (Justin) Chan, Ravi Jain, Yihong Xia

Research Collection Lee Kong Chian School Of Business

In a segmented international capital market, the illiquidity of a country fund in the market in which its shares are traded affects only the share price of the fund (S), while the illiquidity of its underlying assets in the market in which these are traded affects only the fund net asset value (NAV). In an integrated market, illiquidity in one market can easily spill over to another and affect both the fund share price and its underlying asset value. It follows that the closed-end country fund premium, P[reverse not equivalent]ln(S)-ln(NAV), is negatively (positively) affected by the fund (underlying asset) illiquidity …

Momentum And Informed Trading, A. Hameed, Dong Hong, Mitchell Craig Warachka

Research Collection Lee Kong Chian School Of Business

Consistent with the predictions of Wang (1994), we document that firm-specific informed trading is an important determinant of price momentum. The stronger return continuation in stocks with more informed trading cannot be explained by cross-sectional differences in uncertainty proxies such as analyst forecast dispersion, analyst coverage, idiosyncratic return volatility, and size. The relationship between informed trading and return continuation is also not attributable to cross-sectional differences in liquidity. Instead, our evidence emphasizes the role of price discovery in generating short-term price momentum.

A Tale Of Two Prices: Liquidity And Asset Prices In Multiple Markets, Justin Sai Pang Chan, Dong Hong, Marti G. Subrahmanyam

Research Collection Lee Kong Chian School Of Business

This paper investigates the liquidity effect in asset pricing by studying the liquidity-premium relationship of an American depositary receipt (ADR) and its underlying share. Using the [Amihud, Yakov, 2002. Illiquidity and stock returns: cross-section and time series effects. Journal of Financial Markets 5, 31-56] measure, the turnover ratio and trading infrequency as proxies for liquidity, we show that a higher ADR premium is associated with higher ADR liquidity and lower home share liquidity, in terms of changes in these variables. We find that the liquidity effects remain strong after we control for firm size and a number of country characteristics, …

Liquidity Distribution In The Limit Order Book On The Stock Exchange Of Thailand, Nuttawat Visaltanachoti, Charlie Charoenwong, David K. Ding

Research Collection Lee Kong Chian School Of Business

The liquidity distribution, or the shape of the limit order book, influences trading behavior and choice of order submission by public liquidity suppliers. The present study seeks to discover whether liquidity providers are concerned about being picked off by informed traders, and whether they are less willing to supply liquidity at the market or demand higher price spreads. The results show that liquidity at the market is a small portion of total liquidity, and that firm size, minimum tick size, volatility, and trading volume play significant roles in determining the liquidity distribution within an order book.

Pricing Options In An Extended Black Scholes Economy With Illiquidity: Theory And Empirical Evidence, U. Çetin, Robert Jarrow, P. Protter, Mitch Warachka

Business Faculty Articles and Research

This article studies the pricing of options in an extended Black Scholes economy in which the underlying asset is not perfectly liquid. The resulting liquidity risk is modeled as a stochastic supply curve, with the transaction price being a function of the trade size. Consistent with the market microstructure literature, the supply curve is upward sloping with purchases executed at higher prices and sales at lower prices. Optimal discrete time hedging strategies are then derived. Empirical evidence reveals a significant liquidity cost intrinsic to every option.