Patterns of abnormal returns and the competitive effects of horizontal mergers

This paper examines the abnormal stock returns of rivals of firms undertaking horizontal mergers that were challenged by the FTC over the period 1981–1987. At the time of merger announcements, the rivals earn positive abnormal return on average; at the time of the antitrust complaints, the rivals earn normal returns. Past studies have argued that this specific pattern of abnormal returns necessarily indicates that mergers could not have reduced competition. This paper finds that this pattern of abnormal returns is a result of the different effects of antitrust complaints on smaller and larger rivals. The evidence suggests that the mergers may have created efficiencies, but the pattern of abnormal returns is not inconsistent with mergers that may also have resulted in higher product prices.     

The recency of technological inputs and financial performance

Inventions differ in terms of the age of the knowledge base they build upon. We examine what effects differences in the recency of knowledge inputs have on financial performance. Using threshold regression analysis, we isolate three regimes that exhibit different associations between recency and stock return. We find that for firms whose new patents use inputs in the mid‐range of the technological recency distribution, the relationship is positive; higher recency leads to higher stock return. However, for firms whose new patents make use of either nascent or very mature technological inputs, the effects are negative; higher recency leads to lower stock return. These findings indicate that it is not firms utilizing the most recent technological inputs that experience the highest returns to their inventive activity. Indeed, firms operating at the technological input frontier have market returns significantly below the mean. Rather, it is firms whose new patents utilize medial‐aged technological inputs (i.e., firms using inputs slightly behind the technology frontier) that tend to experience the highest returns. Copyright © 2008 John Wiley & Sons, Ltd.     

What Does the Stock Market Tell Us About Real Estate Returns?

This paper analyzes the risks and returns of different types of real estate-related firms traded on the New York and American stock exchanges (NYSE and AMEX). We examine the relation between real estate stock portfolio returns and returns on a standard appraisal-based index, and find that lagged values of traded real estate portfolio returns can predict returns on the appraisal-based index after controlling for persistence in the appraisal series. The stock market reflects information about real estate markets that is later imbedded in infrequent property appraisals. Additional analysis suggests that the differences in the return and risk characteristics across different types of traded real estate firms can be explained in part by appealing to real estate market fundamentals relating to the degree of dependence of the real estate firm upon rental cash flows from existing buildings. These findings highlight the heterogeneity of securitized real estate-related firms.     

The Bias of the RSR Estimator and the Accuracy of Some Alternatives

This paper analyzes the implications of cross-sectional heteroskedasticity in the repeat sales regression (RSR). RSR estimators are essentially geometric averages of individual asset returns because of the logarithmic transformation of price relatives. We show that the cross-sectional variance of asset returns affects the magnitude of the bias in the average return estimate for each period, while reducing the bias for the surrounding periods. It is not easy to use an approximation method to correct the bias problem. We suggest an unbiased maximum likelihood alternative to the RSR that directly estimates index returns, which we term MLRSR. The unbiased MLRSR estimators are analogous to the RSR estimators but are arithmetic averages of individual asset returns. Simulations show that these estimators are robust to time-varying cross-sectional variance and that the MLRSR may be more accurate than RSR and some alternative methods.     

A comparative analysis of layoff announcements and stock price reactions in the United States and Japan

Downsizing and layoffs are an important mechanism for U.S. firms to cope with their strategic and economic environment. In contrast, the Japanese tradition of lifetime employment limits the ability of firms to employ layoffs as a strategic measure, relegating its use to conditions of financial distress. This paper provides the first comparison of layoffs in Japan and the United States and examines stock price reactions to layoff announcements in each country from 1990 to 1994. Agency theory and Aoki's cooperative game theory are employed to discuss differences in the governance structures of U.S. and Japanese firms and their implication for stock price reactions. Results show that layoff announcements trigger negative returns for both U.S. and Japanese firms. Specifically, layoff announcements of U.S. firms are associated with a negative 1.78 percent abnormal return, while layoff announcements for Japanese firms are associated with a negative 0.56 percent abnormal return. To better understand the impact of layoffs, this study examines the relationships between stock price reactions and various layoff characteristics (such as whether the layoff is proactive or reactive or whether the layoff is the first in the industry). Implications of the findings are discussed. © 1997 John Wiley & Sons, Ltd.     

Informativeness of performance measures and Chinese executive compensation

We provide evidence on the use of accounting versus stock market performance measures as determinants of Chinese top managers’ compensation over 2001–2007. We theorize and find that (1) accounting returns are weighted more heavily in general than stock returns in determining top executive compensation, (2) state-owned enterprises (SOEs) rely significantly less on stock market returns than do non-SOEs, (3) firms located in high marketization regions rely more heavily on stock market returns to reward managers, and (4) firms with better internal governance quality rely more on stock returns to reward executives. We discuss our findings with particular reference to the Chinese context of our research.     

Risk and Return on Real Estate: Evidence from Equity REITs

We analyze monthly returns on an equally weighted index of eighteen to twenty-three equity (real property) real estate investment trusts (REITs) that were traded on major stock exchanges over the 1973–87 period. We employ a multifactor Arbitrage Pricing Model using prespecified macroeconomic factors. We also test whether equity REIT returns are related to changes in the discount on closed-end stock funds, which seems plausible given the closed-end nature of REITs.
Three factors, and the percentage change in the discount on closed-end stock funds, consistently drive equity REIT returns: unexpected inflation and changes in the risk and term structures of interest rates. The impacts of these variables on equity REIT returns is around 60% of the impacts on corporate stock returns generally. As expected, the impacts are greater for more heavily levered REITs than for less levered REITs. Real estate, at least as measured by the return performance of equity REITs, is less risky than stocks generally, but does not offer a superior risk-adjusted return and is not a hedge against unexpected inflation.     

Market Efficiency and Return Statistics: Evidence from Real Estate and Stock Markets Using a Present-Value Approach

This paper develops a methodology to identify asset price response to news in the framework of the Campbell–Shiller log-linear present-value equation. We further show that a slow price adjustment in real estate markets not only induces a high serial autocorrelation in excess returns, but also dampens the return volatility and the correlation with excess returns in other asset markets. Using Hong Kong real estate and stock market data, we find that the quarterly real estate price assimilates only about half the effect of market news, whereas the quarterly stock price incorporates the news fully. Our analysis identifies a cumulative price adjustment that recovers lost information in real estate returns due to market inefficiency and thereby restores the real estate return volatility and the correlation between real estate and stock markets.     

Cooperative R&D and the Value of the Firm

In this paper, we investigate the stock price responses of listed firms in the U.S. markets to announcements of R & D collaborations. We find that abnormal returns of stocks are significantly positive after R & D collaborations are announced. The positive stock price response towards the R & D cooperation initiations can be partially explained by the nature of the collaborations and the characteristics of the participating firms. We also find that the stock prices of rival firms respond negatively to announcements of R & D cooperation. This result seems to support the hypothesis that cooperative R & D improves economic efficiency of the cooperative firms that gain competitive advantage. We do not find evidence supporting the hypothesis that R & D cooperation creates collusive, anticompetitive effects in the product market.     

Time and Risk Diversification in Real Estate Investments: Assessing the Ex Post Economic Value

Welfare gains to long-horizon investors may derive from time diversification that exploits nonzero intertemporal return correlations associated with predictable returns. Real estate may thus become more desirable if its returns are negatively serially correlated. While it could be important for long-horizon investors, time diversification has been mostly investigated in asset menus without real estate and focusing on in-sample experiments. This article evaluates, ex post, the out-of-sample gains from diversification when equity real estate investment trusts (REITs) belong to the investment opportunity set. We find that diversification into REITs increases both the Sharpe ratio and the certainty equivalent of wealth for all investment horizons and for both classical and Bayesian (who account for parameter uncertainty) investors. The increases in Sharpe ratios are often statistically significant. However, the out-of-sample average Sharpe ratio and realized expected utility of long-horizon portfolios are frequently lower than that of a one-period portfolio, which casts doubt on the value of time diversification.     

The influence of firm and industry characteristics on returns from technology licensing deals: evidence from the US computer and pharmaceutical sectors

This study examines the relationships between firm and industry characteristics and firms' abnormal stock market returns accompanying the announcement of technology licensing deals. In particular, I examine the fit among firms' licensing activities, their resource endowments, and their industry context, and develop hypotheses on its impact on abnormal stock market returns after licensing deals. Analyzing 11 years of inward and outward licensing transactions in the US computer and pharmaceutical industries between 1990 and 2000, I find support for my argument that while firms profit from both inward and outward licensing, the magnitude of such profits is determined by licensing firms' resource endowments, and that these determinants have a different impact in different industry contexts. Understanding these relationships helps explain when firms should use licensing to exploit their proprietary technologies and make better predictions about the impact of licensing transactions on firm performance.     

Do Common Risk Factors in the Returns on Stocks and Bonds Explain Returns on REITs?

The monthly returns on equity and mortgage real estate investment trusts (REITs) are analyzed over the period July 1976 to December 1992. The results indicate that risk premiums on equity REITs are significantly related to risk premiums on a market portfolio of stocks as well as to the returns on mimicking portfolios for size and book-to-market equity factors in common stock returns. Mortgage REIT risk premiums are significantly related to the three stock market factors and two bond market factors in returns. Also, mortgage REIT shares underperform by an average of 6.8% per year.     

Operational flexibility and market valuation of earnings

This paper examines the association between the stock returns and accounting earnings of firms that have different levels of operational flexibility. Operational flexibility is a firm’s ability to respond profitably to environmental fluctuations by shifting factors of production within a multinational network of subsidiaries. The geographic breadth and depth of a firm’s multinational network are used as indicators of operational flexibility. We find a significantly greater coefficient relating stock returns and accounting earnings for multinational firms that operate in many countries, but limit their concentration in any one foreign country, than for other multinational firms or domestic firms. This coefficient is significantly smaller for multinational firms whose foreign subsidiaries are highly concentrated in a few countries. When all multinational firms are pooled together, we find their earnings‐returns association does not differ from that of domestic firms. Copyright © 1999 John Wiley & Sons, Ltd.     

Myopic Corporate Behaviour with Optimal Management Incentives

Existing models in which stock markets lead to corporate 'short-termism' rely on an exogenously imposed objective for top managers. This paper endogenizes both managers' concern for short-term stock prices and the resulting distortions. We show that when the manager can trade on her own account on the stock market in a way that is observable to market participants but which is not verifiable in court, shareholders will choose an incentive contract which induces a bias towards short-term returns. Consistent with recent evidence, the short-term bias is greater when the optimal contract provides low-powered management incentives.     

Do Real Estate Prices and Stock Prices Move Together? An International Analysis

The relationship between stock prices and real estate prices has been the subject of substantial debate in both the academic and practitioner literatures. Existing studies have focused on the time series of stock and real estate returns using data from a single country, such as the U.S. By necessity, these studies examine return and price changes over short intervals, creating a bias when property values are smoothed from year to year. Using data from 17 different countries over 14 years, this paper examines the relation between stock returns and changes in property values and rents. Consistent with other country-specific studies, we find that, with the exception of Japan, the contemporaneous relation between yearly real estate price changes and stock returns is not statistically significant. However, when the data are pooled across countries and when we look at longer measurement intervals, a significant relation between stock returns and both rents and value changes becomes apparent. Real estate prices are also found to be significantly influenced by GDP growth rates and provide a good long-term hedge against inflation but a poor year-to-year hedge.     

The persistence of abnormal returns at industry and firm levels: Evidence from Spain

We apply structural equation models to longitudinal data on profits of firms within industries to study the persistence of abnormal returns. We obtain a two‐way variance decomposition for abnormal returns: at firm vs. industry levels, and at permanent vs. transitory components. This decomposition enables us to assess the relative importance of the fundamental components of abnormal returns discussed in the literature. The method is applied to a panel of 5,000 Spanish firms observed over the period 1995–2000. We conclude that: (a) there are significant and permanent differences between profit rates at both industry and firm levels; (b) variation of abnormal returns at firm level is greater than at industry level; and (c) firm and industry levels do not differ significantly regarding rates of convergence of abnormal returns. Copyright © 2007 John Wiley & Sons, Ltd.     

What Moves the Mortgage‐Backed Securities Market?

Using a vector autoregressive model with monthly data from 1988 through 2001, this study investigates the factors that drive the excess returns on a widely followed mortgage-backed securities (MBS) index. We find that eight important economic variables (industrial productions, new home sales, bond horizon premium, bond quality premium, mortgage rate, refinancing proxy, general stock market index and world bond market index) appear to move the excess returns on MBS. Impulse response analysis and variance decomposition further indicate a strong dynamic relationship between MBS excess returns and changes in these economic variables. Additional analysis of Freddie Mac and Fannie Mae MBS also indicates that the risk of the MBS guarantor is an important determinant of the MBS return dynamics after the creation of the Office of Federal Housing Enterprise Oversight.     

Price Signaling and Return Chasing: International Evidence from Maturing REIT Markets

This article examines the liquidity of international real estate securities across 10 markets over the period 1990–2015. We apply and compare results for four different measures of liquidity, and find that while liquidity has increased consistently, wide variations still exist across markets, with the United States and Japan in the lead. Our results also suggest that the introduction of local REIT regimes did not have any pervasive effects on stock liquidity. When we study the relationship between liquidity and returns, we document new and consistent evidence for international return chasing behavior, whose pattern is a function of local market efficiency, listed real estate market maturity and stock ownership dispersion. The introduction of REIT regimes seems to weaken the importance of extra performance over and above general equity returns as investors tend to allocate funds to real estate securities within real estate rather than equity portfolios.     

Bias in Appraisal-Based Returns

This note quantifies and extends Giliberto's [AREUEA Journal 16(1)] analysis of bias in appraisal-based returns. An important clarification and distinction is made, defining two different perspectives from which one may view appraisal return bias. The Giliberto analysis addressed bias in the holding period return only. Here, after reviewing and extending Giliberto's analysis in this regard, bias is considered from another perspective, that of the arithmetic mean of a time-series of appraisal-based returns. The two types of bias are likely to be of opposite sign, thereby possibly offsetting one another, so that we may often observe very little bias in the means of empirical appraisal-based returns time-series.     

地域性与股票收益的联动性研究

与股票的行业联动类似,股票的地域联动逐步引起学术界和投资者的关注。本文以APT模型为基础,建立了包含地域因素的定价模型,检验A股上市公司之间地域联动性的存在性及其内在机制。实证研究发现,总部位于相同省份的A股上市公司的股票收益率之间存在着明显的联动性。通过对联动性的影响因素分析,我们发现联动性在规模较小、总资产回报率较低、个人投资者持股比例较高、处于市场化程度较低的地域和处于年人均生产总值较低的地域的上市公司之间,表现得更为明显。省级地域产生的政治经济特征一定程度上导致了我国资本市场的分割,并显著影响股权资产的定价。这说明,我国股票的地域联动性产生的原因不仅限于国外文献中所述的信息发现的地域优势。本研究对我国资本市场的理论、实务和监管有重要意义。