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Deposit-Lending Synergies: Evidence from Chinese Students at U.S. Universities

Journal of Financial and Quantitative Analysis 2022 57(5), 1960-1986
This paper exploits an influx of Chinese students to U.S. universities from 2000 through 2018 to study synergies between banks’ deposit-taking and lending activities. Banks that are more recognizable by Chinese students experience higher deposit inflows and increase their local credit supply. This credit supply expansion only occurs in information-sensitive credit markets: small business loans and second lien mortgages. Such increase concentrates in nontradable sectors and is more pronounced at locations where managers have more autonomy. The results indicate that deposits from local consumers convey private information about the local credit market, which helps banks in information-sensitive lending.

Global Board Reforms and the Pricing of IPOs

Journal of Financial and Quantitative Analysis 2022 57(6), 2412-2443 open access
We document that global board reforms are associated with a significant reduction in the underpricing of initial public offerings (IPOs). The effect is amplified for IPOs with greater agency problems and mitigated for IPOs certified by reputable intermediaries, IPOs with greater disclosure specificity, and IPOs in countries with better shareholder protection and stringent financial reporting regulations. Furthermore, global board reforms have led to an improvement in the long-term market performance, proceeds, and subscription level of IPOs and have enhanced board independence in the issuing firms. Our findings suggest that global board reforms have strengthened board oversight in the issuing firms, leading to less underpriced IPOs.

Investor Attention and Stock Returns

Journal of Financial and Quantitative Analysis 2022 57(2), 455-484
We propose an investor attention index based on proxies in the literature and find that it predicts the stock market risk premium significantly, both in sample and out of sample, whereas every proxy individually has little predictive power. The index is extracted using partial least squares, but the results are similar by the scaled principal component analysis. Moreover, the index can deliver sizable economic gains for mean-variance investors in asset allocation. The predictive power of the investor attention index stems primarily from the reversal of temporary price pressure and from the stronger forecasting ability for high-variance stocks.

Does CEO Succession Planning (Disclosure) Create Shareholder Value?

Journal of Financial and Quantitative Analysis 2022 57(6), 2355-2384 open access
Average cumulative abnormal returns around proxy statements containing “in-depth” disclosures of planning for CEO succession are significantly positive indicating that succession planning is a value-added undertaking. Exploiting a quasi-natural experiment based on a 2009 SEC ruling that induced more succession planning disclosures, we find that succession planning is not value-adding for all firms. Rather, succession planning is value-enhancing for larger, more complex, and more stable firms. Importantly, CEO succession planning appears to be value reducing for smaller, simpler, and less stable firms.

Gender Gaps in Venture Capital Performance

Journal of Financial and Quantitative Analysis 2022 57(2), 485-513
We explore gender differences in performance in a comprehensive sample of venture capital investments in the United States. Investments by female venture capital investors have significantly lower success rates than investments by their male colleagues when controlling for personal characteristics, including employment and educational history, and portfolio companies’ characteristics. The gender differences in investment outcomes are not due to female investors being less skilled but, rather, are largely attributable to female investors receiving less benefit from the track records of their colleagues. Performance differences disappear in older, larger firms and firms with other female investors. This supports the view that formal feedback mechanisms and hierarchies are potentially useful in ameliorating the female performance gap.

Moment Risk Premia and Stock Return Predictability

Journal of Financial and Quantitative Analysis 2022 57(1), 67-93
We study the predictive power of option-implied moment risk premia embedded in the conventional variance risk premium. We find that although the second-moment risk premium predicts market returns in short horizons with positive coefficients, the third-moment (fourth-moment) risk premium predicts market returns in medium horizons with negative (positive) coefficients. Combining the higher-moment risk premia with the second-moment risk premium improves the stock return predictability over multiple horizons, both in sample and out of sample. The finding is economically significant in an asset-allocation exercise and survives a series of robustness checks.

Do Funding Conditions Explain the Relation Between Cash Holdings and Stock Returns?

Journal of Financial and Quantitative Analysis 2022 57(3), 1174-1203
The prior literature links cash holdings and returns (Simutin (2010), Palazzo (2012)). Using two signals of aggregate-funding availability, I find that the positive association between cash and returns only exists during constrained funding environments. In unconstrained periods, there is no association between cash and returns. The relation in constrained environments does not appear to be related to capital expenditures, expected return, or distress risk but is more prevalent in firms undertaking research and development (R&D) expenditures. This suggests that the association between cash and returns is more consistent with expanding (or maintaining) future growth opportunities rather than being attributable to differences in capital expenditures or risk.

Investor Heterogeneity and Liquidity

Journal of Financial and Quantitative Analysis 2022 57(7), 2798-2833
Fund flows are more correlated among funds with similar investment horizon, consistent with correlated demand for liquidity. We find that stocks held by institutions with more heterogeneous investment horizon are more liquid and have lower volatility of liquidity. Identification tests confirm that the improvement in stock liquidity holds when the increase in investor heterogeneity arises from an exogenous shock due to the 2003 tax reform. In addition, extreme flow-induced trading by institutional funds has a bigger price impact when stocks have a less heterogeneous investor base. Moreover, the premium associated with stock illiquidity is concentrated in stocks with low investor heterogeneity.

Dividend Smoothing and Firm Valuation

Journal of Financial and Quantitative Analysis 2022 57(4), 1621-1647
We examine the relationship between dividend smoothing and firm valuation across 21 countries using several empirical methods and smoothing measures. Our main results show that dividends are capitalized at significantly larger values for high-smoothing firms than for low-smoothing firms. We also find that dividend-smoothing premiums are higher in countries with weak shareholder protection – suggesting that smoothing serves as a substitute mechanism to reduce agency costs. Overall, our findings support the view that managers use dividend smoothing predominantly as a bonding mechanism to reduce agency costs (Leary and Michaely (2011)), and not as a rent extraction mechanism (Lambrecht and Myers (2012)).

Short-Selling Equity Exchange Traded Funds and Its Effect on Stock Market Liquidity

Journal of Financial and Quantitative Analysis 2022 57(3), 923-956 open access
We examine short selling of equity exchange traded funds (ETFs) using the 2008 short-sale ban. Contrasting the previously documented contractions in bearish strategies during the ban, we find a significant increase in short sales of the largest, most liquid ETF, the S&P 500 Spider. We offer evidence suggesting that this upsurge was driven primarily by investors circumventing the ban. We show that the ban’s detrimental effect on stock liquidity was around 30% less severe for the Spider’s constituents. Our results suggest that ETF shorts can substitute for short sales of individual stocks, thereby alleviating short-sale constraints’ adverse effect on liquidity.