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Is size dead? A review of the size effect in equity returns

Journal of Banking & Finance 2011 35(12), 3263-3274
Beginning with Banz (1981), I review 30years of research on the size effect in equity returns. Since Fama and French (1992), there has been a vigorous, ongoing debate on whether the size premium is a compensation for systematic risk. Since the late 1990s, research on the size effect has been characterized by two developments that are seemingly contradictory. At last, theoretical models have emerged in which the size effect arises endogenously as a result of systematic risk. However, recent empirical studies assert that the size effect has disappeared after the early 1980s. In this review, I address this disconnect between recent theoretical and empirical research.

Inflation risk and international asset returns

Journal of Banking & Finance 2010 34(4), 840-855 open access
We show that inflation risk is priced in international asset returns. We analyze inflation risk in a framework that encompasses the International Capital Asset Pricing Model (ICAPM) of Adler and Dumas (1983). In contrast to the extant empirical literature on the ICAPM, we relax the assumption that inflation rates are constant. We estimate and test a conditional version of the model for the G5 countries (France, Germany, Japan, the UK, and the US) over the period 1975–1998 and find evidence of statistically and economically significant prices of inflation risk (in addition to priced nominal exchange rate risk). Our results imply a rejection of the restrictions imposed by the ICAPM. In an extension of our analysis to 2003, we show that even after the termination of nominal exchange rate fluctuations in the euro area in 1999, differences in inflation rates across countries entail non-trivial real exchange rate risk premia.

Cross-Sectional Identification of Private Information

The Review of Asset Pricing Studies 2026 16(1), 1-49 open access
Abstract We propose a new private information measure based on a model of strategic trade optimization in the cross section of securities. Investors receive liquidity and private information shocks and optimize trading across securities, accounting for price impact (Kyle’s λ). The model yields a simple private information measure: λ×OIB (order imbalance). Intuitively, order imbalance is more likely to be information-driven when trading is expensive. We validate our measure by showing that it is greater for smaller firms with higher analyst dispersion, peaks with insider trades, helps explain return reversals, predicts return volatility, and increases before M&A announcements and after analyst coverage terminations. (JEL G11, G12, G14)

The Dynamics of Market Efficiency

Review of Financial Studies 2017 30(4), 1151-1187
We study the dynamics of high-frequency market efficiency measures. We provide evidence that these measures comove across stocks and with each other, suggesting the existence of a systematic market efficiency component. In vector autoregressions, we show that shocks to funding liquidity (the TED spread), hedge fund assets under management, and a proxy for algorithmic trading are significantly associated with systematic market efficiency. Thus, stock market efficiency is prone to systematic fluctuations, and, consistent with recent theories, events and policies that impact funding liquidity can affect the aggregate degree of price efficiency.

Resurrecting the Size Effect: Firm Size, Profitability Shocks, and Expected Stock Returns

Review of Financial Studies 2019 32(7), 2850-2889 open access
Many studies report that the size effect in the cross-section of stock returns disappeared after the early 1980s. This paper shows that its disappearance can be attributed to negative shocks to the profitability of small firms and positive shocks to big firms. After adjusting for the price impact of profitability shocks, we find a robust size effect in the cross-section of expected returns after the early 1980s. Our results highlight the importance of in-sample cash-flow shocks in understanding cross-sectional return predictability.Received April 2, 2014; editorial decision August 6, 2018 by Editor Laura Starks.

The market reaction to cross-listings: Does the destination market matter?

Journal of Banking & Finance 2009 33(10), 1898-1908
This paper examines (i) whether market reactions to cross-listings differ across destination markets and (ii) to what extent the following explanations for value creation around cross-listings can account for differences in market reactions across cross-listings on various destination markets: overcoming market segmentation, increased market liquidity, improved information disclosure, and better investor protection ("bonding"). We analyze 526 cross-listings from 44 different countries on eight major stock exchanges and document significant announcement returns of 1.3% on average for cross-listings on US exchanges, 1.1% on London Stock Exchange, 0.6% on exchanges in continental Europe, and 0.5% (not significant) on Tokyo Stock Exchange. We find evidence consistent with improved disclosure and bonding creating value for cross-listings on US exchanges, while overcoming segmentation and bonding are associated with higher announcement returns on the London Stock Exchange. The evidence is mixed for continental European exchanges and for Tokyo. Our results highlight the role of the destination market in value creation around cross-listings. © 2009 Elsevier B.V. All rights reserved.

The Risk and Return of Arbitrage in Dual-Listed Companies

Review of Finance 2009 13(3), 495-520 open access
Abstract This paper evaluates investment strategies that exploit the deviations from theoretical price parity in a sample of 12 dual-listed companies (DLCs) in the period 1980–2002. We show that simple trading rules produce abnormal returns of up to almost 10% per annum adjusted for systematic risk, transaction costs, and margin requirements. However, arbitrageurs face uncertainty about the horizon at which prices will converge and deviations from parity are very volatile. As a result, DLC arbitrage is characterized by substantial idiosyncratic return volatility and a high incidence of large negative returns, which are likely to impede arbitrage.

Corruption, growth, and governance: Private vs. state-owned firms in Vietnam

Journal of Banking & Finance 2012 36(11), 2935-2948
We provide a firm-level analysis of the relation between corruption and growth for private firms and state-owned enterprises (SOEs) in Vietnam. We obtain three different measures of the perceived corruption severity from a 2005 survey among 741 private firms and 133 SOEs. We find that corruption hampers the growth of Vietnam’s private sector, but is not detrimental for growth in the state sector. We document significant differences in the corruption severity across 24 provinces in Vietnam that can be explained by the quality of provincial public governance (such as the costs of new business entry, land access, and private sector development policies). Our results suggest that corruption may harm economic growth because it favors the state sector at the expense of the private sector and that improving the quality of local public governance can help to mitigate corruption and stimulate economic growth.

The Dynamics of Market Efficiency

Review of Financial Studies 2017 30(4), 1151-1187 open access
We study the dynamics of high-frequency market efficiency measures. We provide evidence that these measures comove across stocks and with each other, suggesting the existence of a systematic market efficiency component. In vector autoregressions, we show that shocks to funding liquidity (the TED spread), hedge fund assets under management, and a proxy for algorithmic trading are significantly associated with systematic market efficiency. Thus, stock market efficiency is prone to systematic fluctuations, and, consistent with recent theories, events and policies that impact funding liquidity can affect the aggregate degree of price efficiency.

Do firms issue more equity when markets become more liquid?

Journal of Financial Economics 2019 133(1), 64-82 open access
Using quarterly data on initial public offerings (IPOs) and seasoned equity offerings (SEOs) for 37 countries from 1995 to 2014, we show that changes in equity issuance are positively related to lagged changes in aggregate local stock market liquidity. This relation is as economically significant as the well-known relation between equity issuance and lagged stock returns. It survives the inclusion of proxies for market timing, capital market conditions, growth prospects, asymmetric information, and investor sentiment. Changes in liquidity are less relevant for issuance by firms with greater financial pressures and by firms in less financially developed countries.