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Markowitz meets Talmud: A combination of sophisticated and naive diversification strategies

Journal of Financial Economics 2011 99(1), 204-215 open access
The modern portfolio theory pioneered by Markowitz (1952) is widely used in practice and extensively taught to MBAs. However, the estimated Markowitz portfolio rule and most of its extensions not only underperform the naive 1/N rule (that invests equally across N assets) in simulations, but also lose money on a risk-adjusted basis in many real data sets. In this paper, we propose an optimal combination of the naive 1/N rule with one of the four sophisticated strategies—the Markowitz rule, the Jorion (1986) rule, the MacKinlay and Pástor (2000) rule, and the Kan and Zhou (2007) rule—as a way to improve performance. We find that the combined rules not only have a significant impact in improving the sophisticated strategies, but also outperform the 1/N rule in most scenarios. Since the combinations are theory-based, our study may be interpreted as reaffirming the usefulness of the Markowitz theory in practice

The structure and formation of business groups: Evidence from Korean chaebols

Journal of Financial Economics 2011 99(2), 447-475 open access
We study the evolution of Korean chaebols (business groups) using ownership data. Chaebols grow vertically (as pyramids) when the controlling family uses well-established group firms (“central firms”) to acquire firms with low pledgeable income and high acquisition premiums. Chaebols grow horizontally (through direct ownership) when the family acquires firms with high pledgeable income and low acquisition premiums. Central firms trade at a relative discount, due to shareholders’ anticipation of value-destroying acquisitions. Our evidence is consistent with the selection of firms into different positions in the chaebol and ascribes the underperformance of pyramidal firms to a selection effect rather than tunneling.

The market reaction to corporate governance regulation

Journal of Financial Economics 2011 101(2), 431-448 open access
This paper investigates the market reaction to recent legislative and regulatory actions pertaining to corporate governance. The managerial power view of governance suggests that executive pay, the existing process of proxy access, and various governance provisions [e.g., staggered boards and Chief Executive Officer (CEO)-chairman duality] are associated with managerial rent extraction. This perspective predicts that broad government actions that reduce executive pay, increase proxy access, and ban such governance provisions are value-enhancing. In contrast, another view of governance suggests that observed governance choices are the result of value-maximizing contracts between shareholders and management. This perspective predicts that broad government actions that regulate such governance choices are value destroying. Consistent with the latter view, we find that the abnormal returns to recent events relating to corporate governance regulations are, on average, decreasing in CEO pay, decreasing in the number of large blockholders, decreasing in the ease by which small institutional investors can access the proxy process, and decreasing in the presence of a staggered board

CFOs versus CEOs: Equity incentives and crashes

Journal of Financial Economics 2011 101(3), 713-730 open access
Using a large sample of U.S. firms for the period 1993–2009, we provide evidence that the sensitivity of a chief financial officer's (CFO) option portfolio value to stock price is significantly and positively related to the firm's future stock price crash risk. In contrast, we find only weak evidence of the positive impact of chief executive officer option sensitivity on crash risk. Finally, we find that the link between CFO option sensitivity and crash risk is more pronounced for firms in non-competitive industries and those with a high level of financial leverage.

Maxing out: Stocks as lotteries and the cross-section of expected returns

Journal of Financial Economics 2011 99(2), 427-446
Motivated by existing evidence of a preference among investors for assets with lottery-like payoffs and that many investors are poorly diversified, we investigate the significance of extreme positive returns in the cross-sectional pricing of stocks. Portfolio-level analyses and firm-level cross-sectional regressions indicate a negative and significant relation between the maximum daily return over the past one month (MAX) and expected stock returns. Average raw and risk-adjusted return differences between stocks in the lowest and highest MAX deciles exceed 1% per month. These results are robust to controls for size, book-to-market, momentum, short-term reversals, liquidity, and skewness. Of particular interest, including MAX reverses the puzzling negative relation between returns and idiosyncratic volatility recently shown in Ang et al., 2006, Ang et al., 2009.

Diversification disasters

Journal of Financial Economics 2011 99(2), 333-348
The recent financial crisis has revealed significant externalities and systemic risks that arise from the interconnectedness of financial intermediaries’ risk portfolios. We develop a model in which the negative externality arises because intermediaries’ actions to diversify that are optimal for individual intermediaries may prove to be suboptimal for society. We show that the externality depends critically on the distributional properties of the risks. The optimal social outcome involves less risk-sharing, but also a lower probability for massive collapses of intermediaries. We derive the exact conditions under which risk-sharing restrictions create a socially preferable outcome. Our analysis has implications for regulation of financial institutions and risk management.

The influence of governance on investment: Evidence from a hazard model

Journal of Financial Economics 2011 102(3), 643-670
Does corporate governance affect the timing of large investment projects? Hazard model estimates suggest strong shareholder governance may deter managers from pursuing large investments. Controlling for investment opportunities, firms with good governance experience longer spells between large investments. However, in the presence of financial constraints or strong CEO incentives (high delta (δ)), we find no such timing differences. Finally, these higher investment hazard firms exhibit significantly negative long-run operating and stock performance. Overall, our findings are consistent with the notion that poor governance associates with overinvestment.

Deviation from the target capital structure and acquisition choices

Journal of Financial Economics 2011 102(3), 602-620
This study finds that managers take deviations from their target capital structures into account when planning and structuring acquisitions. Specifically, firms that are overleveraged relative to their target debt ratios are less likely to make acquisitions and are less likely to use cash in their offers. Furthermore, they acquire smaller targets and pay lower premiums. Managers of overleveraged firms also actively rebalance their capital structures when they anticipate a high likelihood of making an acquisition. Finally, they pursue the most value-enhancing acquisitions. Collectively, these findings improve understanding of how firms choose their capital structures and shed light on the interdependence of capital structure and investment decisions in the presence of financial frictions.

Does geography matter? Firm location and corporate payout policy

Journal of Financial Economics 2011 101(3), 533-551 open access
We investigate the impact of geography on agency costs and firm dividend policies. We argue that remote firm location increases the cost of shareholder oversight of managerial investment decisions. We hypothesize that remotely located firms facing free cash flow problems precommit to higher dividends to mitigate agency conflicts. We find that remotely located firms pay higher dividends. As expected, the effect of geography on dividends is most pronounced for firms with severe free cash flow problems. Further, remotely located firms rely more on regular dividends instead of special dividends or share repurchases and decrease dividends less often.

Financial literacy and stock market participation

Journal of Financial Economics 2011 101(2), 449-472 open access
We have devised two special modules for De Nederlandsche Bank (DNB) Household Survey to measure financial literacy and study its relationship to stock market participation. We find that the majority of respondents display basic financial knowledge and have some grasp of concepts such as interest compounding, inflation, and the time value of money. However, very few go beyond these basic concepts; many respondents do not know the difference between bonds and stocks, the relationship between bond prices and interest rates, and the basics of risk diversification. Most importantly, we find that financial literacy affects financial decision-making: Those with low literacy are much less likely to invest in stocks.