Four centuries of return predictability

We combine annual stock market data for the most important equity markets of the last four centuries: the Netherlands and UK (1629–1812), UK (1813–1870), and US (1871–2015). We show that dividend yields are stationary and consistently forecast returns. The documented predictability holds for annual and multi-annual horizons and works both in- and out-of-sample, providing strong evidence that expected returns in stock markets are time-varying. In part, this variation is related to the business cycle, with expected returns increasing in recessions. We also find that, except for the period after 1945, dividend yields predict dividend growth rates.     

Investor sentiment and return predictability of disagreement

This study examines the influence of investor sentiment on the relationship between disagreement among investors and future stock market returns. We find that the relationship between disagreement and future stock market returns time-varies with the degree of investor sentiment. Higher disagreement among investors’ opinions predicts significantly lower future stock market returns during high-sentiment periods, but it has no significant effect on future stock market returns during low-sentiment periods. Our findings imply that investor sentiment is related to several causes of short-sale impediments suggested in the previous literature on investor sentiment, and that the stock return predictability of disagreement is driven by investor sentiment. We demonstrate that investor sentiment has a significant impact on the stock market return predictability of disagreement through in-sample and out-of-sample analyses. In addition, the profitability of our suggested trading strategy exploiting disagreement and investor sentiment level confirms the economic significance of incorporating investor sentiment into the relationship between disagreement among investors and future stock market returns.     

European business cycles and stock return predictability

This paper finds that the European leading economic indicator, a prime business cycle indicator for the European economies published by the OECD, can strongly predict European stock returns and generate utility gains. Importantly, the predictive power of the European indicator is above and beyond that contained in the country-specific leading indicator. Furthermore, we find that the predictive power of the European indicator is stable.     

A study of cross-industry return predictability in the Chinese stock market

We investigate cross-industry return predictability for the Shanghai and Shenzhen stock exchanges, by constructing 6- and 26- industry portfolios. The dominance of retail investors in these markets, in conjunction with the gradual diffusion of information hypothesis provide the theoretical background that allows us to employ machine learning methods to test for cross-industry predictability. We find that Oil, Telecommunications and Finance industry portfolio returns are significant predictors of other industries. Our out-of-sample forecasting exercise shows that the OLS post-LASSO estimation outperforms a variety of benchmarks and a long–short trading strategy generates an average annual excess return of 13%.     

Loan loss provisions and return predictability: A dynamic perspective

This paper examines the impact of loan loss provisions (LLPs) on return predictability during 1994–2017. We find that on average, LLPs are negatively associated with one year ahead stock returns. This effect is particularly significant during the global financial crisis but much weaker during the Basel II and III periods. Consistent with these findings, a long–short trading strategy based on LLPs generates positive abnormal returns during the Basel II and III periods but negative abnormal returns during the financial crisis. Cross-sectional tests show that this effect is more pronounced among banks with greater information asymmetry. Decomposition of LLPs suggests that these findings are driven mainly by nondiscretionary LLPs. Overall, our results suggest that the relationship between LLPs and future stock returns is not linear but contingent on bank regulations and macroeconomic conditions.     

The dual contributions of information instruments in return models: magnitude and direction predictability

By partitioning asset return prediction errors, we show explicitly the dual role of magnitude and sign prediction of return instruments. We demonstrate analytically that sign prediction directly affects heteroskedasticity in asset returns; increases in precision attenuate the heteroskedasticity. Our findings with monthly asset returns are consistent with earlier evidence and indicate that our proposed analytical model captures the sign predictive component of returns. Our results are supportive of a nonlinear return generating model that can be thought of as the product of a model, perhaps linear, for forecasting return signs and a model for forecasting return magnitudes.     

Disagreement and return predictability of stock portfolios

This paper provides evidence that portfolio disagreement measured bottom-up from individual-stock analyst forecast dispersions has a number of asset pricing implications. For the market portfolio, market disagreement mean-reverts and is negatively related to ex post expected market return. Contemporaneously, an increase in market disagreement manifests as a drop in discount rate. For book-to-market sorted portfolios, the value premium is stronger among high disagreement stocks. The underperformance by high disagreement stocks is stronger among growth stocks. Growth stocks are more sensitive to variations in disagreement relative to value stocks. These findings are consistent with asset pricing theory incorporating belief dispersion.     

The long-run reversal in the long run: Insights from two centuries of international equity returns

We perform the most comprehensive test of long-term reversal in national equity indices ever done. Having examined data from 71 countries for the years 1830 through 2019, we demonstrate a strong reversal pattern: the past long-term return negatively predicts future performance. The phenomenon is not subsumed by other established cross-sectional return patterns, including the value effect. The long-term reversal is robust to many considerations but highly unstable through time. Finally, our findings support the overreaction explanation of this anomaly.     

半强制股利政策与股权融资成本

在一些国家,强制股利支付是改善公司治理和弥补法律保护不足的重要手段,我国自2001年起陆续出台了类似的半强制股利系列政策。然而现有部分研究却发现,半强制股利政策可能会产生监管“悖论”。那么,事实是否如此？以往这些研究主要从监管成本角度来分析,可能忽视了监管带来的收益,我们认为虽然半强制股利政策提高了融资门槛,但也可能实现股东之间的利益共享,并有利于投资者形成稳定的股利预期,从而实现治理的“溢价”。本文利用2008年监管政策提供的良好自然实验机会,主要从半强制股利政策的治理效应角度来评估政策产生的经济后果。研究发现,从总体平均意义上看,半强制股利政策有助于降低受影响公司的股权融资成本。进一步研究发现,在代理成本高的公司,半强制股利政策的治理作用更为明显,存在一定的治理“溢价”。当然,半强制股利政策也存在一定的局限性,在公司的信息披露质量差和外部融资约束较大的公司,半强制股利政策的治理效应被削弱。     

Consumption growth predictability and asset prices

We derive and test a consumption-based intertemporal asset pricing model in which an asset earns a risk premium if it performs poorly when expected future consumption growth deteriorates. The predictability of consumption growth combined with the recursive preference delivers news about future consumption growth an additional risk factor, in addition to news about current consumption growth. We model the consumption growth dynamics using a vector autoregressive (VAR) structure with a set of instrumental variables commonly used for forecasting future economic growth. Our VAR estimation provides strong empirical support for future consumption growth predictability. The cross-sectional test shows that the model explains reasonably well the dispersion in average excess returns of 25 portfolios sorted on size and book-to-market, as well as 25 portfolios sorted on size and long-term return reversal. Growth stocks and long-term winners underperform value stocks and long-term losers, respectively, because growth stocks and long-term winners hedge adverse changes in the future consumption growth opportunities.     

On the reversal of return and dividend growth predictability: A tale of two periods

A disconcerting, albeit generally accepted, finding is that aggregate stock returns are predictable by dividend yield but dividend growth is unpredictable. I show that part of this lack of dividend growth predictability stems from how dividend growth is constructed. I then show a dramatic reversal of predictability in the 134 years during 1872–2005: stock returns are largely unpredictable in the first seven decades, but become predictable in the postwar period; dividend growth is strongly predictable in the prewar years but this predictability disappears in the postwar years. New evidence on the predictability of long-run returns and dividend growth is also shown.     

The association between dividend payout and firm growth: Australian evidence

We report that whereas firms with high earnings distributions tend to have low‐to‐moderate growth (consistent with conventional theory), firms with low earnings distributions run the range between high and low performers. We interpret our findings for firm growth and payout policy in relation to the firm's location on the Boston Consulting Group (BCG) matrix that combines high/low growth with high/low market share. Our findings suggest that the market has difficulty in distinguishing between these types of firms. A concern is that investor preferences as an outcome may be focussed on dividend‐paying firms at the expense of younger growing firms in need of retained earnings.     

交叉上市、增长机会与股利政策——基于政府干预假说的检验

尽管交叉上市领域中主流的绑定假说获得了大量检验,但该假说是否适用于非美国国家或地区尚需进一步考察,其在解释交叉上市与公司股利政策的关系上尚存在逻辑上的不一致。本文基于中国H+A交叉上市的历史背景以及政府干预假说,推断H+A交叉上市公司由于更多的政府干预而具有更低的增长机会、更低的现金股利支付水平与支付意愿。基于2007-2014年期间的5602个非平衡面板数据,研究结果完全支持本文假设。在采用干预效应模型、双元Probit模型、倾向得分匹配与偏差修正匹配等方法控制了样本选择偏差与内生性之后,研究假设仍然得到良好的支持。进一步研究发现,H+A公司具有更大的过度投资概率、更低的高管薪酬-业绩敏感性和更低的高管变更-业绩敏感性,这加强了本文的政府干预假说。     

As told by the supplier: Trade credit and the cross section of stock returns

With superior information about their customers’ prospects, suppliers extend trade credit to capture future profitable business. We show that this information advantage generates significant return predictability. After controlling for major firm characteristics, firms that rely more on trade credit relative to debt financing have higher subsequent stock returns. The return predictability by trade credit is stronger among firms with lower borrowing capacity or profitability, and is more significant for firms with a higher degree of information asymmetry. Our findings suggest that trade credit extension reveals suppliers’ information that diffuses gradually across the investing public.     

REIT Splits and Dividend Changes: Tests of Signaling and Information Substitutability

Recent work on stock splits have attempted to relate the information value associated with splits with that from dividends signaling. This paper extends this genre of research by evaluating the issue of dividend predictability using REIT data where the self-selection issue associated with dividend payment is minimized. The use of REIT data also eliminates the “differential expectations” effect for non-dividend paying firms, thus rendering a more robust test of the information substitutability hypothesis postulated by Nayak and Prabhala (2001). To the extent that stock splits are signals of future cash flows, we further examine the question of leverage predictability associated with REIT splits, particularly for highly levered firms. We find that REITs that use dividend changes as a signaling mechanism prior to splits have smaller price responses to the private information revealed by splits than those that do not provide such signals, consistent with the notion that dividends and splits are indeed information substitutes. Further, REIT splits provide useful information about future dividend and leverage changes.     

Predictability in Consumption Growth and Equity Returns: A Bayesian Investigation

We use a Bayesian method to estimate a consumption-based asset pricing model featuring long-run risks. Although the model is generally consistent with consumption and dividend growth moments in annual data, the conditional mean of consumption growth (a latent process) is not persistent enough to satisfy the restriction that the price-dividend ratio be an affine function of the latent process. The model also requires relatively high intertemporal elasticity of substitution to match the low volatility of the risk-free return. These two restrictions lead to the equity volatility puzzle. The model accounts for only 50% of the total variation in asset returns.     

Dividend taxation and corporate investment: a comparative study between the classical system and imputation system of dividend taxation in the United States and Australia

In recent times a number of countries have initiated some important tax reforms to eliminate the distortions of double taxation. In this context, Australia adopted a dividend imputation system in 1987, while the US employed the 1986 Tax Reform Act (TRA). The analysis in this paper examines the effects on the level of corporate capital investment, on proxies for corporate tax rates, financial leverage, liquidity, capital intensity and firm size after controlling for the tax reforms. The empirical results provide evidence that: (1) dividend imputation as introduced in Australia is an effective way to reduce the distortions caused by the traditional system of taxation. (2) Compared with the TRA, dividend imputation has been better able to positively stimulate corporate capital investment. (3) TRA effect on corporate investment is more pronounced in the US for firms having a net operating loss. (4) Individual tax rates play a role in corporate investment decisions in both the US and Australia.

When bad news is good news: Geopolitical risk and the cross-section of emerging market stock returns

Using a news-based gauge of geopolitical risk, we study its role in asset pricing in global emerging markets. We find that changes in risk positively predict future stock returns. The countries with the highest increase in geopolitical uncertainty outperform their counterparts with the lowest change by up to 1% per month. The anomaly is not explained by other established asset pricing effects and remains robust to many considerations. We link the observed phenomenon with investor overreaction to geopolitical news driven by the availability bias.     

Foreign currency debt,financial crises and economic growth: A long-run view

Foreign currency debt is widely believed to increase risks of financial crisis, especially after being implicated as a cause of the East Asian crisis in the late 1990s. In this paper, we study the effects of foreign currency debt on currency and debt crises and its indirect effects on short-term growth and long-run output effects in both 1880–1913 and 1973–2003 for 45 countries. Greater ratios of foreign currency debt to total debt are associated with increased risks of currency and debt crises, although the strength of the association depends crucially on the size of a country's reserve base and its policy credibility. We found that financial crises, driven by exposure to foreign currency, resulted in significant permanent output losses. We estimate some implications of our findings for the risks posed by currently high levels of foreign currency liabilities in eastern Europe.     

Dividend Policies of Privately Held Companies: Stand‐Alone and Group Companies in Belgium

This study examines the dividend policies of privately held Belgian companies, differentiating between stand‐alone companies and those affiliated with a business group. We find that privately held companies typically do not pay dividends. Compared to public companies, they are less likely to pay dividends and they have lower dividend payouts. Our results also suggest that group companies pay more dividends than stand‐alone companies, consistent with the hypothesis that tax‐exempt group firms redistribute dividend payments on the group's internal capital market. Group companies pay higher dividends if they have minority shareholders.