Flight-to-safety and retail investor behavior

Flight-to-safety (FTS) episodes are associated with substantial yet short-lived changes in expected returns on equities and bonds. These price changes are typically surrounded by active trading and/or risk transfer between different investors. Using aggregate net exchanges, flows from bond to equity mutual funds, in the US for a period 1984 until 2015, I empirically investigate retail investor behavior around FTS episodes. Overall, I find a reversal statistical relation between net exchanges and market excess returns. A one-standard-deviation shock to net exchanges leads to an increase of market excess return of 1.75%, of which 72% is reversed within 5 months. In particular, FTS episodes are preceded by periods where more risk averse investors, e.g. retail investors, rebalance their portfolios towards risky assets. A trading strategy that is based on signals from past net exchanges outperforms the market portfolio, significantly during FTS periods by 1.4% monthly. However, I find that the observed reversal relationship is not necessarily due to price ‘noise’ induced by uninformed trading. It is more reasonable that the sudden increase in market stress and selling of risky assets is caused by other demand/supply shocks driven by increased economic uncertainty.     

Does foreign investor demand for information affect forecast accuracy? Evidence from the Chinese stock markets

Prior international accounting studies have examined mainly the supply side of analyst research. Specific trading rights and financial reporting systems in China provide a unique opportunity to test both demand and supply factors of analyst information. For shares traded only by less-informed foreign investors, the increased information demand may create incentives for analysts to exert greater efforts than for shares traded by local investors. This study provides evidence that analyst effort (proxied by analyst coverage) and expertise (proxied by consensus cross-analyst forecast variability) affect forecast accuracy more significantly for shares traded by foreign investors than for shares traded by local investors. Additionally, I find that the relation between analyst characteristics and relative forecast accuracy is stronger for shares traded by the foreign investors. The findings are consistent with analysts responding to demands for information by less-informed investors.     

Information demand and stock market volatility

We study information demand and supply at the firm and market level using data for 30 of the largest stocks traded on NYSE and NASDAQ. Demand is approximated in a novel manner from weekly internet search volume time series drawn from the recently released Google Trends database. Our paper makes contributions in four main directions. First, although information demand and supply tend to be positively correlated, their dynamic interactions do not allow conclusive inferences about the information discovery process. Second, demand for information at the market level is significantly positively related to historical and implied measures of volatility and to trading volume, even after controlling for market return and information supply. Third, information demand increases significantly during periods of higher returns. Fourth, analysis of the expected variance risk premium confirms for the first time empirically the hypothesis that investors demand more information as their level of risk aversion increases.     

Do online searches actually measure future retail investor trades?

Using the total daily amount traded exclusively by retail investors in the Brazilian stock market from 2018 to 2020, we find that online searches exhibit a strong association with the future trades of retail investors and that this relationship is observable under different market conditions. Moreover, we also document that the alternative approaches commonly used in the literature to capture investor attention with online searches, such as tickers versus company names, market index attention versus aggregated individual stock attention, or log-differences versus abnormal log-differences of search volumes, are all consistent measures to capture future investor trades. Overall, our findings strongly support the view that online searches are a coherent proxy for the presence of retail investors in the stock market.     

Transparency in IPO mechanism: Retail investors’ participation,IPO pricing and returns

Using data from the transparent Indian IPO setting, the paper examines retail investors’ participation, their influence on IPO pricing and the returns they make on IPO investment. The transparency in the mechanism, which allows investors to observe prior investors’ participation, leads to demand which is concentrated at either one or two points of the offer price range. Analysis of investors’ demand during the offer period shows that the participation of retail investors is significantly influenced by the participation of institutional investors. We examine IPO pricing and find that favourable demand by retail investors is positively associated with a high IPO price even after controlling for demand by institutional investors. Further, we find that due to aggressive bidding by overconfident investors, retail investors are, on average, unlikely to make positive allocation weighted initial returns even in a setting where they do not have to compete with institutional investors. Retail investors, however, can earn significant positive allocation weighted initial returns if they limit their participation in IPOs with above average institutional investors’ demand.     

Multimarket trading and corporate bond liquidity

Global bonds are international securities traded and settled efficiently in multiple markets. This paper examines global bonds to evaluate the effects of multimarket trading on corporate bond liquidity and pricing. The results show that global bonds are significantly more liquid than similar-sized domestic bonds of the same issuers, and their liquidity advantage is reflected in higher market valuations. These findings support microstructure models that predict a positive relation between the number of potential investors and liquidity in over-the-counter markets, and help explain the increasing use of global bonds by corporate issuers.     

Retail investor information demand – speculating and investing in structured products

We study the impact of retail investor information demand on trading in bank-issued investment and leverage structured products, which are specifically designed for retail investors. Stock-specific information demand positively predicts speculative trading activity. Furthermore, we find a positive relationship between market-wide information demand and order aggressiveness and order uncertainty for speculating and investing activity. Whereas information supply is associated with speculative long positions, information demand does not induce investors to be predominantly long or short. Finally, we do not find retail investor information demand to contribute to an upward price pressure on security prices. In contrast, information supply exerts negative price pressure. Overall, retail investor trading in individual stocks is much more strongly influenced by market-wide information demand instead of firm-specific information demand. This implies a low informational efficiency of retail investor speculation and investing activity.     

Permanent trading impacts and bond yields

We analyse four years of transaction data for euro-area sovereign bonds traded on the MTS electronic platforms. In order to measure the informational content of trading activity, we estimate the permanent price response to trades. We not only find strong evidence of information asymmetry in sovereign bond markets, but also show the relevance of information asymmetry in explaining the cross-sectional variations of bond yields across a wide range of bond maturities and countries. Our results confirm that trades of more recently issued bonds and longer maturity bonds have a greater permanent effect on prices. We compare the price impact of trades for bonds across different maturity categories and find that trades of French and German bonds have the highest long-term price impact in the short maturity class, whereas trades of German bonds have the highest permanent price impact in the long maturity class. More importantly, we study the cross-section of bond yields and find that after controlling for conventional factors, investors demand higher yields for bonds with larger permanent trading impact. Interestingly, when investors face increased market uncertainty, they require even higher compensation for information asymmetry.     

Corporate governance and market segmentation: evidence from the price difference between Chinese A and H shares

This paper empirically examines whether the price difference between Chinese A shares, which are traded in the domestic market, and their matching H shares, which are traded in the Hong Kong market, can be explained by firms’ corporate governance characteristics. We find that the A- to H-share price premiums are higher for firms in which the controlling shareholders and corporate insiders have greater potential to expropriate wealth from outside investors. This result is robust when we use a variety of corporate governance variables specific to listed Chinese companies to explain the A-share price premiums and when we control for differences between domestic and foreign investors in required returns, degree of speculative trading, liquidity, information, and demand elasticity. Our findings highlight the important role of corporate governance in explaining the price difference in segmented stock markets.     

Does Noninformative Text Affect Investor Behavior?

This article demonstrates that easily processed texts affect investor trading behavior even in the absence of any informational content. We examine the trading symbols of US firms and find that stocks with clever tickers (those that are actual words in the English language) are more liquid, as measured by higher turnover and trading volume, as well as lower spreads. Furthermore, clever ticker stocks are traded more by uninformed investors and have larger market reactions on earnings announcement days. These results suggest that ticker fluency facilitates trading by improving the firm's visibility among retail investors through attention grabbing and memorization.     

Feedback trading in retail-dominated assets: Evidence from the gold bullion coin market

Although investors' behaviour in gold investments has been widely researched, no study to date has investigated it in the gold bullion coin market, despite the fact that the latter is dominated by retail investors, who are traditionally prone to noise trading. We present seminal empirical evidence on this issue by examining feedback trading in the Krugerrand's secondary market on the Johannesburg Stock Exchange for the March 1996 – August 2019 period. We also assess whether feedback trading interacts with variables relevant to the coin's valuation and the impact of the global financial crisis over those interactions. Positive feedback trading is present for the full sample period, before and during the crisis, interacting significantly with a variety of factors related to Krugerrand's pricing, yet dissipates post crisis, likely due to enhanced foreign demand that catapulted the coin's value, rendering it less easy to trade for South African retail investors. The above imply that Krugerrand-investors should be focusing less on historical price trends and devote more attention to the coin's global demand instead.     

Implied tax rates and the valuation of discount bonds

Discount bonds afford the investor the opportunity for capital gains. If for tax reasons the market is segmented on the demand side, investors in lower and lower tax brackets must be attracted when interest rates rise and the supply of discount bonds increases. Changes in the differential tax on capital gains and interest income also should affect relative demand. Testing these hypotheses with U.S. Treasury bond data, the implied tax rate is found to vary over time in a manner consistent with market segmentation and tax law changes.     

A friend in need is a friend indeed: Allocation and demand in IPO bookbuilding

This paper uses proprietary data on European IPOs with detailed information on the demand at different points of time and allocation for institutional and retail investors. The nature of the data allows us to analyze the reason of why institutional investors as a group get more allocations of underpriced issues than retail investors. By explicitly examining institutional and retail demand for different kinds of stocks, we find that this is due to institutional investors' superior ability to detect underpriced stocks rather than the underwriter's preferential treatment. At the same time, the subset of domestic institutional investors supports the underwriter in issues with weak demand and receives in turn favorable allocations in underpriced issues.     

Underwriters' allocation with and without discretionary power: Evidence from the Hong Kong IPO market

This study uses a unique and extensive data set from the Hong Kong IPO market to examine the theory of adverse selection under two distinct regulatory regimes in relation to underwriters' discretionary power in IPO share allocation. Consistent with Rock's (1986) theory of adverse selection in the IPO market, we show that, prior to the introduction of the clawback provision; retail (uninformed) investors were allocated more of the overpriced offerings and less of the underpriced issues. However, after the provision is implemented, retail investors have been allocated significantly more of the underpriced offerings and less of the overpriced ones. Overall, we find that allocation-adjusted initial returns for the retail investors are lower (higher) than the risk-free rate pre- (post-) clawback provision. These findings imply that the mandatory clawback provision has enhanced the fairness in IPO share allocations among different investor groups and has reduced the winner's curse in the IPO market.     

交易型操纵行为影响证券价格的微观机制研究--以连续交易、虚假申报、对倒操纵典型案例为切入点

中国证监会行政处罚的典型案例显示,交易型操纵行为包括建仓持仓、通过不正当交易行为影响证券价格、反向交易获利或谋取其他利益等三个步骤。在连续交易操纵中,行为人大量以高于市场卖一价的价格申报并高比例成交,影响证券交易价格。虚假申报操纵是通过不以成交为目的频繁或大额申报、撤单,制造买盘汹涌的假象,误导市场投资者跟风交易,从而影响证券交易价格。对倒操纵是利用资金优势或持股优势,通过自买自卖放大证券交易量并拉抬证券价格。因此,交易型操纵实质上是通过不正当交易行为,在特定期间内制造虚假证券供求关系,从而扭曲证券市场价格。     

Share allocations and performance of KLSE second board IPOs

We analyze share allocations in the Malaysian IPO market, which provide a unique instrument of economic policy for wealth redistribution amongst different ethnic groups. For a sample of Second Board IPOs, we find that Bumiputera investors and the Malaysian public receive almost an equal allocation and make similar profits per issue. However, institutional Bumiputera investors are allocated a significantly smaller proportion of the most underpriced issues and a significantly higher proportion of overpriced issues. IPOs with a higher share allocation to retail Bumiputera investors perform best in both the short and long run.     

The information content of retail investors’ order flow

In this paper, we provide evidence that the trading activity of small retail investors carries significant genuine information that can be exploited for the short-term out-of-sample forecasting of foreign exchange rates. Our findings are based on a unique dataset of around 2000 retail investors from the OANDA FXTrade electronic trading platform. Our results are consistent with the view that in the foreign exchange market private information is highly dispersed, but can be extracted by observing customer order flow. Previous studies, however, focused on the information content of costumer order flow of dealers in the interbank market, whose clients are themselves large institutional and professional investors. Our study is the first that analyzes a crowd of small retail investors and shows that even the trading activity of these investors contains, on aggregate, important non-public information that can be exploited for short-term exchange rate forecasting. Our findings lead us to conjecture that retail investors (on aggregate) are not pure noise traders but process dispersed information at least partially in a similar way as large institutional investors and hence place their orders accordingly.     

Bond pricing with a surface of zero coupon yields

We present a new method for consistent cross‐sectional pricing of all traded bonds in the fixed income market. By applying thin plate regression splines ( Wood, 2003 ) to bootstrapped zero coupon bond yields ( Hagan and West, 2006 ), the method decomposes traded yields into a risk‐free component plus premia for credit and liquidity risks, where the decomposition is consistent with the market valuations and underlying cash flows of the bonds. We apply the framework to end of quarter yield data from 2008 to 2011 on Australian dollar denominated semi‐government, supranational and agency (SSA) bonds, and find that the surface provides an excellent fit to the underlying zero coupon yield curves. Further, the decomposition of selected yield time series and cross‐sections demonstrates how credit premia increased for Australian SSA bonds through the Global Financial Crisis (GFC), but were counterbalanced by liquidity discounts as investors sought safe haven securities.     

Presidential Address: Issuers, Underwriter Syndicates, and Aftermarket Transparency

I model strategic interaction among issuers, underwriters, retail investors, and institutional investors when the secondary market has limited price transparency. Search costs for retail investors lead to price dispersion in the secondary market, while the price for institutional investors is infinitely elastic. Because retail distribution capacity is assumed to be limited for each underwriter‐dealer, Bertrand competition breaks down in the primary market and new issues are underpriced in equilibrium. Syndicates emerge in which underwriters bid symmetrically, with quantities allocated internally to efficiently utilize retail distribution capacity.     

Collateral haircuts and bond yields in the European government bond markets

Analyzing a novel collateral haircut dataset, this paper investigates the relations between the collateral haircuts and the yields of Euro-area central government bonds. The empirical analysis shows that investors demand higher yields for bonds with higher collateral haircuts. The importance of collateral haircuts on bond yields remains robust after controlling for the variations in credit quality, market liquidity and the effects of the European sovereign debt crisis.