Odd‐lot Costs and Taxation Influences on Stock Dividend Ex‐dates

Abstract:   Past research has revealed significant abnormal ex‐date returns for stock dividends even though the ex‐date is known in advance and the distribution contains no new information. Various researchers have suggested that the higher transaction cost of selling odd‐lot share parcels compared to round‐lot share parcels is a key driver in the abnormal returns. However, no study to date has directly compared the ex‐date price reaction of stock dividends distributed when odd‐lot transaction costs were charged to those issued when odd‐lot costs were not evident. As odd‐lot trade costs were eliminated from the New Zealand Stock Exchange on 1 October, 1991, the New Zealand market provides a unique opportunity to directly test the role, if any, that odd‐lot transactions costs have in explaining stock dividend ex‐date returns. We find that prior to October 1991 stock dividend ex‐dates exhibit significantly positive returns, however, we do not find any significant ex‐date return once the higher odd‐lot transaction costs were removed. The New Zealand market also enables us to examine an imputation tax based argument of the ex‐date price reaction and we find evidence that imputation tax credits have a value greater than zero.     

Earnings Conservatism, Litigation and Contracting: The Case of Cross‐Listed Firms

Abstract:   We compare earnings conservatism of UK companies cross‐listed in the US to that of UK companies without a US‐listing. We expect that conservatism will be more pronounced for cross‐listed firms than for firms with a UK listing only, because the cross‐listed firms face a stricter enforcement regime. Furthermore, cross‐listed firms may use a listing on a US exchange to signal high‐quality reporting to investors. Using a matched‐pairs research design, we find that earnings of UK cross‐listed firms are significantly more conservative than earnings of UK firms without a US listing. Moreover, cross listed firms display particularly high levels of conservatism during the early years of their cross‐listing. This indicates that firms use earnings conservatism to commit to highly demanding reporting requirements and in doing so communicate a perception of investor care.     

Cross-sectional analysis of Swedish stock returns with time-varying beta: the Swedish stock market 1983–96

This paper analyses the ability of beta and other factors, like firm size and book-to-market, to explain cross‐sectional variation in average stock returns on the Swedish stock market for the period 1983–96. We use a bivariate GARCH(1,1) process to estimate time-varying betas for asset returns. The estimated variances of these betas, derived from a Taylor series approximation, are used for correcting errors in variables. An extreme bound analysis is utilized for testing the sensitivity of the estimated coefficients to changes in the set of included explanatory variables.
Our results show that the estimated conditional beta is a more accurate measure of the true market beta than the beta estimated by OLS. The coefficient for beta is not significantly different from zero, while the variables book-to-market and leverage have significant coefficients, and the latter coefficients are also robust to model specification. Excluding the down turn 1990–92 from the sample shows that the significance of the risk premium for leverage might be considered as an industry effect during this extreme period. Finally, we find a close dependence between the risk premium for beta and that for size and book-to-market. The omission of each of these variables may cause statistical bias in the estimated coefficient for beta.     

The Impact on UK Acquirers of Domestic, Cross‐border, Public and Private Acquisitions

Abstract:   We examine the announcement and post‐acquisition share returns of UK acquirers in over 4,000 acquisitions of domestic, cross‐border, public and private targets. Domestic public acquisitions result in negative announcement and post‐acquisition returns, whilst cross‐border public acquisitions result in zero announcement returns and negative post‐acquisition returns. In contrast, both domestic and cross‐border private acquisitions result in positive announcement returns and zero post‐acquisition returns. The main differences between private and public acquisitions are that glamour acquirers underperform in public acquisitions but not in private acquisitions, and that acquirers using noncash methods of payment underperform in domestic public acquisitions but not in domestic private acquisitions. Overall, cross‐border acquisitions result in lower announcement and long run returns than domestic acquisitions. In cross‐border acquisitions, those involving high‐tech firms perform relatively well, as do those with low national cultural differences.     

Conditioning Variables and the Cross Section of Stock Returns

Previous studies identify predetermined variables that predict stock and bond returns through time. This paper shows that loadings on the same variables provide significant cross-sectional explanatory power for stock portfolio returns. The loadings are significant given the three factors advocated by Fama and French (1993) and the four factors of Elton, Gruber, and Blake (1995). The explanatory power of the loadings on lagged variables is robust to various portfolio grouping procedures and other considerations. The results carry implications for risk analysis, performance measurement, cost-of-capital calculations, and other applications.     

Intra Day Bid‐Ask Spreads, Trading Volume and Volatility: Recent Empirical Evidence from the London Stock Exchange

With the benefit of very high frequency (25 million 1 minute observations) and recent data (2001) for the UK, this paper explores a number of intra day patterns of stock market behaviour. More specifically, a distinct reverse J shaped bid‐ask spread pattern is noted for SETS securities, a declining bid‐ask spread pattern for non‐SETS securities, a two hump pattern for trading volume and a U‐shaped pattern for returns volatility for all securities. In terms of complementing the existing literature, the paper shows that differences in trading systems may affect the bid‐ask spread patterns, while differences in market environments (i.e. US and UK markets) seems to affect the trading volume pattern. The paper suggests avenues for future research, in particular, the need to consider what factors are significant in determining intra day patterns for different trading systems and the need for additional cross‐market comparisons to identify how institutional factors affect the behaviour of investors on an intra day basis.     

Implied volatility and future portfolio returns

Prior studies find that the CBOE volatility index (VIX) predicts returns on stock market indices, suggesting implied volatilities measured by VIX are a risk factor affecting security returns or an indicator of market inefficiency. We extend prior work in three important ways. First, we investigate the relationship between future returns and current implied volatility levels and innovations. Second, we examine portfolios sorted on book-to-market equity, size, and beta. Third, we control for the four Fama and French [Fama, E., French, K., 1993. Common risk factors in the returns on stocks and bonds. Journal of Financial Economics 33, 3–56.] and Carhart [Carhart, M., 1997. On persistence in mutual fund performance. Journal of Finance, 52, 57–82.] factors. We find that VIX-related variables have strong predictive ability.     

Do the Fama–French Factors Proxy for Innovations in Predictive Variables?

The Fama–French factors HML and SMB are correlated with innovations in variables that describe investment opportunities. A model that includes shocks to the aggregate dividend yield and term spread, default spread, and one‐month Treasury‐bill yield explains the cross section of average returns better than the Fama–French model. When loadings on the innovations in the predictive variables are present in the model, loadings on HML and SMB lose their explanatory power for the cross section of returns. The results are consistent with an ICAPM explanation for the empirical success of the Fama–French portfolios.     

Financial Modernization in US Banking Markets: A Local or Global Event?

Abstract:   We test the hypothesis that the passage of the Financial Services Modernization Act (FSMA) of 1999 has spillover effects cross‐nationally, using a sample of US, non‐US transactional (Australian, Canadian, and UK), and relationship (German, Japanese, Dutch, and Swiss) banks. Our results suggest that financial modernization in the US has limited cross‐national effects. We find strong evidence that US banks were affected favorably. Although we detect some evidence of significant reactions by banks in certain countries, a closer examination reveals that the reaction is most likely attributable to events in the respective countries during the event period. We do find, however, that non‐US transactional banks have been more likely to elect financial holding company status compared to relationship banks, suggesting they are positioning themselves to exploit the expanded opportunity set created by the FSMA. Nonetheless, the majority of elections have been made by US banks. In general, the results suggest that the respective banking markets are efficient in filtering events that are largely country‐specific with only limited implications for other international banks.     

Research and Development Activity and Expected Returns in the United Kingdom

Fama and French (1992) show that size and book-to-price dominate CAPM betaand other variables such as the price-earnings ratio and dividend yield in explainingthe cross-section of US stock returns. Comparable evidence for the UK points to abook-to-price effect, but not a size effect (Chan and Chui, 1996; Strong and Xu, 1997).In this paper, our first contribution is to show that a measure of research and development (RD) helps explain cross-sectional variation in UK stock returns. Our cross-sectional results on the association between stock returns and RD are consistent with recent US evidence reported by Lev and Sougiannis (1996, 1999) and Chan, Lakonishok and Sougiannis (2001). Fama and French (1993, 1995, 1996) also show that a three-factor model captures a high proportion of the time series variation in portfolio returns, again for the US. Our second contribution is to show, for the UK, that a modification to the three-factor model to take account of RD activity can significantly enhance the explanatory power of the three-factor model. We show that, as a practical matter, estimated risk premia based on the modified three-factor model can differ considerably from risk premia estimated using the CAPM or the three-factor model. In particular, risk premia for industries in whichfew firms undertake RD activities tend to be over-estimated.     

Research and Development Activity and Expected Returns in the United Kingdom

Fama and French (1992) show that size and book-to-price dominateCAPM beta and other variables such as the price-earnings ratioand dividend yield in explaining the cross-section of US stockreturns. Comparable evidence for the UK points to a book-to-priceeffect, but not a size effect (Chan and Chui, 1996; Strong andXu, 1997). In this paper, our first contribution is to showthat a measure of research and development (RD) helps explaincross-sectional variation in UK stock returns. Our cross-sectionalresults on the association between stock returns and RD areconsistent with recent US evidence reported by Lev and Sougiannis(1996, 1999) and Chan, Lakonishok and Sougiannis (2001).Famaand French (1993, 1995, 1996) also show that a three-factormodel captures a high proportion of the time series variationin portfolio returns, again for the US. Our second contributionis to show, for the UK, that a modification to the three-factormodel to take account of RD activity can significantly enhancethe explanatory power of the three-factor model. We show that,as a practical matter, estimated risk premia based on the modifiedthree-factor model can differ considerably from risk premiaestimated using the CAPM or the three-factor model. In particular,risk premia for industries in which few firms undertake RD activitiestend to be over-estimated.     

The cross-section of stock returns in an early stock market

Using a new dataset which contains monthly data on 1015 stocks traded on the London Stock Exchange between 1825 and 1870, we investigate the cross section of stock returns in this early capital market. Unique features of this market allow us to evaluate the veracity of several popular explanations of asset pricing behavior. Using portfolio analysis and Fama–MacBeth regressions, we find that stock characteristics such as beta, illiquidity, dividend yield, and past-year return performance are all positively correlated with stock returns. However, market capitalization and past-three-year return performance have no significant correlation with stock returns.     

On the Existence of Visual Technical Patterns in the UK Stock Market

The aim in this paper is to replicate and extend the analysis of visual technical patterns by Lo et al. (2000) using data on the UK market. A non‐parametric smoother is used to model a nonlinear trend in stock price series. Technical patterns, such as the 'head‐and‐shoulders' pattern, that are characterised by a sequence of turning points are identified in the smoothed data. Statistical tests are used to determine whether returns conditioned on the technical patterns are different from random returns and, in an extension to the analysis of Lo et al. (2000), whether they can outperform a market benchmark return. For the stocks in the FTSE 100 and FTSE 250 indices over the period 1986 to 2001, we find that technical patterns occur with different frequencies to each other and in different relativities to the frequencies found in the US market. Our extended statistical testing indicates that UK stock returns are less influenced by technical patterns than was the case for US stock returns.     

Real‐Time Risk Pricing Over the Business Cycle: Some Evidence for the UK

Abstract:   The fully‐revised data typically utilized in empirical research do not reflect the true information available to financial market participants at the time of their decision‐making. This paper uses a new real‐time macroeconomic dataset to appraise the relative importance of different vintages of data on economic variables as determinants of UK stock returns using the framework of Arbitrage Pricing Theory. We find that two factors influence expected stock returns, namely unanticipated inflation and economic uncertainty, but only when measured in real‐time. Moreover, their pricing influence is only present during phases of the business cycle when their associated risks are at their most prevalent.     

Contrarian Investment and Macroeconomic Risk

It is now widely accepted that contrarian, or value investment strategies deliver superior returns. Gregory, Harris and Michou (2001) examine the performance of contrarian investment strategies in the UK and find that value strategies formed on the basis of a wide range of measures of value have delivered excess returns that are both statistically and economically significant. However, while value strategies appear to be profitable, the reason for their superior perform‐ ance is far from clear. Under the contrarian model, value strategies are profitable because they are contrarian to naïve strategies such as those that erroneously extrapolate past performance, while under the rational pricing model, value strategies are profitable because they are fundamentally riskier in some sense. In this paper, we discriminate between these two possibilities by undertaking a comprehensive investigation of the relationship between the returns to value investment strategies and various macroeconomic state variables that in a multi‐factor asset pricing model could reasonably be taken as proxies for risk. Moreover, we examine whether the returns to value strategies predict future GDP, consumption and investment growth over and above the contribution of the Fama and French (1993 and 1996) SMB, HML and market factors. While the SMB and HML factors behave in a manner consistent with the rational pricing model, we show that some value strategies in the UK are able to generate excess returns that do not seem to be related to known risk factors.     

Asset liquidity and stock returns

We document the significant predictive power of firms' asset liquidity in the cross section of subsequent stock returns. The annual return spread between portfolios featuring the highest and lowest levels of asset liquidity is significantly positive. Our proposed measure of asset liquidity outperforms those measures developed by Gopalan et al. (2012) in predicting returns. The asset liquidity anomaly also provides significantly positive alphas when controlling for the asset pricing factors in the Fama and French (1993) three-factor model and the Carhart (1997) four-factor model. Asset liquidity exhibits strong return forecasting power even after controlling for acknowledged cross-sectional determinants of return. The positive relation between asset liquidity and future returns tends to be stronger for firms with greater asset productivity, higher quality cash flow and lower capital investment.     

Reports of beta's death are premature: Evidence from the UK

A number of authors have found that firm size and book-to-market-value capture the cross-sectional variation in average stock returns. More importantly, these variables have been shown to out-perform the CAPM's β coefficient in explaining the cross-section of US stock returns. However, these studies all employ variants of the two-step estimator due to Fama and MacBeth (Fama, E.F., MacBeth, J.D., 1973. Risk, return and equilibrium: Empirical tests. Journal of Political Economy 71, 607–636), which impose implicitly the restriction that idiosyncratic returns are uncorrelated. In this paper we use a one-step estimator due to McElroy et al. (McElroy, M.B., Burmeister, E., Wall, K.D., 1985. Two estimators for the APT model when factors are measured. Economics Letters 19, 271–275) and find a highly significant role for β risk in the UK stock market when we allow for correlation amongst idiosyncratic returns.     

Glamour Acquirers, Method of Payment and Post‐acquisition Performance: The UK Evidence

We study the effect of different acquirer types, defined by financial status and their payment methods, on their short and long‐term performance, in terms of abnormal returns using a variety of benchmark models. For a sample of 519 UK acquirers during 1983–95, we examine the abnormal return performance of acquirers based on their pre‐bid financial status as either glamour or value acquirers using both the price to earnings (PE) ratio and market to book value ratio (MTBV). Value acquirers outperform glamour acquirers in the three‐year post‐acquisition period. One interpretation is that glamour firms have overvalued equity and tend to exploit their status and use it more often than cash to finance their acquisitions. As we move from glamour to value acquirers, there is a greater use of cash. Our results are broadly consistent with those for the US reported by Rau and Vermaelen (1998). However, in contrast to their study, we find stronger support for the method of payment hypothesis than for extrapolation hypothesis. Cash acquirers generate higher returns than equity acquirers, irrespective of their glamour/ value status. Our conclusions, based on four benchmark models for abnormal returns, suggest that stock markets in both the US and the UK may share a similar proclivity for over‐extrapolation of past performance, at least in the bid period. They also tend to reassess acquirer performance in the post‐acquisition period and correct this overextrapolation. These results have implications for the behavioural aspects of capital markets in both countries.     

Retail investor trading and ESG pricing in China

Using the ESG ratings of individual stocks in China from 2009 to 2020, we show that buying high-ESG stocks and selling low-ESG stocks earns positive and significant returns after controlling for the five Fama–French factors. Further, the pricing anomalies based on retail trading intensities can explain the returns. Further analyses show that ESG pricing power decreases as retail trading intensity increases. These findings suggest that when the dominant retail investors ignore ESG-related information, ESG positively impacts stock returns, but when these investors begin to actively trade the information, the impact declines or even turns negative. Our findings support the current ESG pricing theory.     

Information based trade,the PIN variable,and portfolio style differences: Evidence from Tokyo stock exchange firms

We investigate whether the variables related to information based trade proposed by Easley et al. [Easley, D., Kiefer, N.M., O'Hara, M., Paperman, J.B., 1996. Liquidity, information, and infrequently traded stocks. Journal of Finance 51, 1405–1436.] help explain the daily price discovery process in an electronically order-driven market of the Tokyo Stock Exchange using the microstructure tick data. We find strong evidence that the value firms show higher probability of bad news occurrences than the growth firms. We also find that the PIN is higher for smaller firms as is the case in the U.S. With the portfolio ranking tests and the Fama and MacBeth test we find that the alpha variable, which represents the information event occurrence rate, is systematically related to required returns, while the evidence related to the PIN is weaker. In the final Fama and MacBeth test, in which the PIN or alpha variable is used as an additional explanatory variable to the benchmark Fama and French three factor model, we find that the sign of the alpha variable supports our hypothesis that the arrival of new information reduces the risk of the stock, though not significantly. We also find that the higher PIN value increases the risk of the stock, at the same time it can marginally improve the explanatory power of the multifactor model. We conclude that the PIN variable cannot be a substitutable proxy variable for the book-to-market factor unlike in the U.S., and that it is strongly related to the size variable.