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Investor rewards to environmental responsibility: Evidence from the COVID-19 crisis

Journal of Corporate Finance 2021 68, 101948 open access
The COVID-19 shock and its unprecedented financial consequences have brought about vast uncertainty concerning the future of climate actions. We study the cross-section of stock returns during the COVID-19 shock to explore investors' views and expectations about environmental issues. The results show that firms with responsible strategies on environmental issues experience better stock returns. This effect is mainly driven by initiatives addressing climate change (e.g., reduction of environmental emissions and energy use), is more pronounced for firms with greater ownership by investors with long-term orientation and is not observed prior to the COVID-19 crisis. Overall, the results indicate that the COVID-19 shock has not distracted investors' attention away from environmental issues but on the contrary led them to reward climate responsibility to a larger extent.

Bank capital in the crisis: It's not just how much you have but who provides it

Journal of Banking & Finance 2017 75, 152-166
Bank capital is the cornerstone of bank regulation and is considered a key determinant of a bank's ability to withstand economic shocks. In the area of bank capital regulation, the general view is that more bank capital is better, irrespective of who provides it. In this paper, we investigate whether the investment horizon of bank capital providers matters for bank performance during the recent financial crisis. We observe that banks with more short-term investor ownership have worse stock returns during the crisis. Further exploration suggests that this is partially because banks with higher short-term investor ownership took more risk prior to the crisis but mainly because they experienced higher selling pressure during the crisis. Our results confirm the economic benefit of bank capital in helping banks to perform better during crises. However, when we decompose bank capital by the nature of its providers, we show that more capital is associated with worse performance when it is provided by short-term institutional investors.

Institutional Shareholders and Bank Capital

Journal of Financial Intermediation 2022 50, 100960
We examine the relationship between institutional ownership and bank capital. Using a large sample of U.S. banks, we show that banks with greater institutional ownership operate with substantially higher capital ratios. The results are robust to controlling for standard determinants of bank capital structure, including market- and accounting-based risk measures. The results hold both for indexers and non-indexers, indicating that the effect of institutional ownership on bank capital cannot be explained by self-selection. We further address endogeneity concerns using an instrumental variable strategy based on the inclusion of banks in the S&P index. We find supporting evidence that the superior monitoring abilities of institutional investors, which reduce the severity of agency costs, is the main explanation for our results.

The value of academics: Evidence from academic independent director resignations in China

Journal of Corporate Finance 2019 58, 393-414
In this paper, we use academic independent director resignations induced by the introduction of the Regulation 11 prohibiting academics from holding positions in Chinese public companies to examine their contribution to firm value. We document a negative market reaction to the issuance of the Regulation 11 and to the academic director resignations. The negative market reaction to academic director resignations is sizeable and hold when we further control for the influence of director, board, and firm characteristics. We next use heterogeneity in the market response to academic director resignations to study what the market values in academic directors. We find supportive evidence of a monitoring contribution and mixed evidence of advising and networking contributions. Finally, we show that in the two years following the issuance of the Regulation 11, companies with at least one academic director on their board prior to Regulation 11 underperform relative to companies without any academic directors. Overall, our results are consistent with a positive contribution of academic independent directors to firm value.

Institutional investor distraction and earnings management

Journal of Corporate Finance 2021 66, 101801 open access
In this study, we explore the implications of institutional investor distraction for earnings management. Our identification approach relies on a firm-level measure of institutional investor distraction that exploits exogenous attention-grabbing shocks to unrelated parts of institutional investors' portfolios. We find that firms with distracted institutional shareholders engage more in both accrual-based and real earnings management. Further analyses show that the association between investor distraction and earnings management is stronger in firms with low analyst coverage and weak board monitoring, as well as in firms where managing earnings upward allows meeting or just beating their earnings target. Collectively, our results suggest that managers exploit the loosening in monitoring intensity resulting from investor distraction by engaging in earnings management. Even in the presence of institutional investors with superior monitoring abilities, limited attention may induce insufficient monitoring of earnings management practices.

Stock market listing and the persistence of bank performance across crises

Journal of Banking & Finance 2020 118, 105885
This paper examines whether stock market listing influences the persistence of bank performance across crises. We find that for both publicly and privately held banks, bank performance during the 1998 crisis is a strong predictor of bank performance during the 2007–2008 crisis. While for publicly held banks, the persistence is uniquely driven by bottom performers, for privately held banks the persistence is also driven by a group of top performers. We further show that banks that make a private-to-public transition between the two crises underperform in the 2007–08 crisis, especially if they are top performers during the 1998 crisis and more concerned about short-term stock price. We also document that after making a private-to-public transition, banks increase risk in a way that makes them more vulnerable to crises.

Do investors care about biodiversity?

Review of Finance 2024 28(4), 1151-1186 open access
This article introduces a new measure of a firm’s negative impact on biodiversity, the corporate biodiversity footprint (CBF), and studies whether it is priced in an international sample of stocks. On average, the CBF does not explain the cross-section of returns between 2019 and 2022. However, a biodiversity footprint premium (higher returns for firms with larger footprints) began emerging in October 2021 after the Kunming Declaration, which capped the first part of the UN Biodiversity Conference (COP15). Consistent with this finding, stocks with large footprints lost value in the days after the Kunming Declaration. The launch of the Taskforce on Nature-related Financial Disclosures (TNFD) in June 2021 had a similar effect. These results indicate that investors have started to require a risk premium upon the prospect of, and uncertainty about, future regulation or litigation to preserve biodiversity.

Music sentiment and stock returns around the world

Journal of Financial Economics 2022 145(2), 234-254
This paper introduces a real-time, continuous measure of national sentiment that is language-free and thus comparable globally: the positivity of songs that individuals choose to listen to. This is a direct measure of mood that does not pre-specify certain mood-affecting events nor assume the extent of their impact on investors. We validate our music-based sentiment measure by correlating it with mood swings induced by seasonal factors, weather conditions, and COVID-related restrictions. We find that music sentiment is positively correlated with same-week equity market returns and negatively correlated with next-week returns, consistent with sentiment-induced temporary mispricing. Results also hold under a daily analysis and are stronger when trading restrictions limit arbitrage. Music sentiment also predicts increases in net mutual fund flows, and absolute sentiment precedes a rise in stock market volatility. It is negatively associated with government bond returns, consistent with a flight to safety.

Online Reputation and Debt Capacity

Journal of Financial and Quantitative Analysis 2024 59(3), 1100-1140 open access
We explore the effects of online customer ratings on financial policy. Using a large sample of Parisian restaurants, we find a positive and economically significant relationship between customer ratings and restaurant debt. We use the locally exogenous variations in customer ratings resulting from the rounding of scores in regression discontinuity tests to establish causality. Favorable online ratings reduce cash flow risk and increase resilience to demand shocks. Consistent with the view that good online ratings increase the debt capacity of restaurants and their growth opportunities, restaurants with good ratings use their extra debt to invest in tangible assets.