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40 results

Understanding Corporate Emissions Data: Implications for Research Design

Journal of Banking & Finance 2026 open access
Carbon emissions data are widely used in environmental and related research. This paper examines several empirical properties of greenhouse gas (GHG) emissions data that are relevant to research design and interpretation. First, the rapid increase in publicly listed firms with available GHG emissions data has changed sample composition over time. Second, emissions data are largely vendor-estimated rather than disclosed by firms. Compared with disclosure-linked observations, estimated emissions exhibit greater cross-vendor disagreement, strong associations with USD-denominated firm sales and exchange rate fluctuations against USD, and substantially less within-industry variation in emissions intensity. Third, only 5.3% of Compustat firm-year observations disclose their own GHG emissions data. These findings suggest that empirical results can be sensitive to emissions data types, measurement choices, control variable selection, and sample composition. We provide research-design recommendations to account for these properties and demonstrate their value through empirical tests.

Board Reforms and Dividend Policy: International Evidence

Journal of Financial and Quantitative Analysis 2021 56(4), 1296-1320
We study the impact of board reforms implemented in 40 countries worldwide on corporate dividend policy. Using a difference-in-differences analysis, we find that firms pay higher dividends following the reforms. The increase in dividend payouts is more pronounced for firms with weak board governance in the pre-reform period and those in countries with strong external governance mechanisms. Our findings corroborate the dividend outcome model, which postulates that board reforms strengthen the monitoring role of the board and empower outside shareholders to force management to disgorge dividends.

Does CSR matter in times of crisis? Evidence from the COVID-19 pandemic

Journal of Corporate Finance 2021 67, 101876 open access
The debate over how firm stakeholder engagement is tied to preserving shareholder wealth has received growing attention in recent years, especially in the wake of the COVID-19 crisis. Against this backdrop, we examine the relation between corporate social responsibility (CSR) and stock market returns during the COVID-19 pandemic-induced market crash and the post-crash recovery. Using a sample of 1750 U.S. firms and two major sources of CSR ratings, we find no evidence that CSR affected stock returns during the crash period. This result is robust to various sensitivity tests. In additional cross-sectional analysis, we find some supporting evidence, albeit weak, that the relation between CSR and stock returns during the pandemic-related crisis is more positive when CSR is congruent with a firm's institutional environment. We also find that Business Roundtable companies, which committed to protecting stakeholder interests prior to the pandemic, do not outperform during the pandemic crisis. We conclude that pre-crisis CSR is not effective at shielding shareholder wealth from the adverse effects of a crisis, suggesting a potential disconnect between firms' CSR orientation (ratings) and actual actions. Our evidence suggests that investors can distinguish between genuine CSR and firms engaging in cheap talk.

Institutional investment horizon and investment–cash flow sensitivity

Journal of Banking & Finance 2012 36(4), 1164-1180
This paper examines the relevance of institutional investors’ investment horizon, as reflected in the response of firm investment to internal cash flows. We argue that institutional investors with longer investment horizons have greater incentives and efficiencies to engage in effective monitoring. This improved monitoring mitigates asymmetric information and agency problems, and in turn reduces the wedge between the costs of internal and external funds. As a result, the sensitivity of firms’ investment outlays to internal cash flows decreases in the presence of institutional investors with long-term investment horizons. Using a sample of 8402 US firms over the period 1981–2008, we provide empirical evidence consistent with these arguments.

In the CEO We Trust: Negative Effects of Trust Between the Board and the CEO

Journal of Financial and Quantitative Analysis 2024 59(6), 2899-2932 open access
In this study, we investigate whether and how trust between board members and the CEO (board–CEO trust) affects the performance of mergers and acquisitions. Contrary to conventional wisdom, we find that firms with higher levels of board–CEO trust exhibit poor M&A performance. High trust is associated with low acquisition announcement returns, long-term stock return performance, and post-deal operating performance. This negative effect of board–CEO trust is more pronounced among acquiring companies prone to agency problems. Our results suggest that, in the institutional setting of corporate boards, high trust can be too much of a good thing.

State ownership and stock liquidity: Evidence from privatization

Journal of Corporate Finance 2020 65, 101763 open access
We provide unique firm-level evidence of the relation between state ownership and stock liquidity. Using a broad sample of newly privatized firms (NPFs) from 53 countries over the period 1994–2014, our study identifies a non-monotonic association between state ownership and stock liquidity. The inverse U-shaped relation is consistent with trade-offs between costs and benefits of state ownership and suggests an optimal level of government shareholdings that maximizes stock liquidity of NPFs. We further identify that the inflection point from the cost/benefit trade-off is contingent upon characteristics of the nation's institutional environment.

Do state and foreign ownership affect investment efficiency? Evidence from privatizations

Journal of Corporate Finance 2017 42, 408-421 open access
Using the high-power setting of newly privatized firms from 64 countries, we examine the relationship between ownership type and firm-level capital allocations as captured by the sensitivity of investment expenditure to investment opportunities. Consistent with our predictions that government and foreign institutional owners are associated with different levels of information asymmetry and agency problems, we find strong and robust evidence that government (foreign) ownership weakens (strengthens) investment-Q sensitivity, thereby increasing investment inefficiency (efficiency). Moreover, we find that the relation between foreign ownership and investment efficiency is stronger when governments relinquish control and country-level governance institutions are weaker. Overall, our findings highlight the important role of ownership type in determining firms' investment behavior and efficiency.

National culture and corporate debt maturity

Journal of Banking & Finance 2012 36(2), 468-488
We investigate the influence of national culture on corporate debt maturity choice. Based on the framework of Williamson, we argue that culture located in social embeddedness level can shape contracting environments by serving as an informal constraint that affects human actors’ incentives and choices in market exchange. We therefore expect national culture to be related to debt maturity structure after controlling for legal, political, financial, and economic institutions. Using Hofstede’s four cultural dimensions (uncertainty avoidance, collectivism, power distance, and masculinity) as proxies for culture, and using a sample of 114,723 firm-years from 40 countries over the 1991–2006 period, we find robust evidence that firms located in countries with high uncertainty avoidance, high collectivism, high power distance, and high masculinity tend to use more short-term debt. We interpret our results as consistent with the view that national culture helps explain cross-country variations in the maturity structure of corporate debt.

Policy Uncertainty and Accounting Quality

The Accounting Review 2021 96(4), 233-260 open access
Using data from 19 countries over the 1990–2015 period, we examine how economic policy uncertainty (EPU) affects accounting quality. We find that accounting quality, measured based on Nikolaev's (2018) model, increases during periods of high policy uncertainty. This relation is confirmed by the negative association between EPU and performance-adjusted discretionary accruals in a multivariate setting, and it extends to various alternative measures of earnings properties. We also find that the positive relation between EPU and accounting quality is more pronounced for government-dependent firms and firms with higher political risk. Additional analyses based on institutional investors' trading behavior, media freedom, and press circulation suggest that market participants' attention is a mechanism through which EPU affects accounting quality. Further, we find evidence that high accounting quality can mitigate the negative effects of EPU on corporate investment and valuation. Data Availability: All data are publicly available from sources indicated in the text.

Does Information Asymmetry Matter to Equity Pricing? Evidence from Firms’ Geographic Location*

Contemporary Accounting Research 2013 30(1), 140-181 open access
The scarcity of suitable proxies for asymmetric information has impeded empirical research from providing reliable evidence on whether information risk shapes equity pricing. In reexamining this unresolved question, we rely on firms’ geographic distance from financial centers to gauge information asymmetry. We provide strong, robust evidence supporting the prediction that equity financing is cheaper for firms nearer central locations, implying that investors rationally require more compensation when information asymmetry is worse. The equity pricing role of geographic proximity is economically large, with our coefficient estimates translating into firms located within 100 kilometers of the city center of the nearest of six major financial centers, or in their metropolitan statistical areas, enjoying equity financing costs that are seven basis points lower. Our inferences are insensitive to measuring both the cost of equity capital and distance in several ways, controlling for corporate governance quality, and addressing endogeneity. Collectively, our analysis suggests that investors discount the price that they pay for their securities to reflect the greater information asymmetry that ensues when firms are far from major financial centers.