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Do Audit Clients Successfully Engage in Opinion Shopping? Partner‐Level Evidence

Journal of Accounting Research 2016 54(1), 79-112
This study investigates whether companies engage in audit opinion shopping activities by exerting influence over an audit firm's decision to switch the engagement partner (“partner‐level opinion shopping”) in the Chinese setting, where the identities of engagement partners are publicly disclosed. Adopting the empirical framework developed by Lennox [2000], we show evidence that companies successfully engage in partner‐level opinion shopping. Further, partner‐level opinion shopping is more likely to be successful if a company is economically important to an audit firm, and it is less likely to be successful if the audit firm is formed as a partnership rather than a corporation. We also find that companies successfully engaging in partner‐level opinion shopping exhibit significantly lower earnings quality. Finally, we directly compare audit records between incoming and outgoing partners and find that, for companies that successfully improve audit opinions after partner switching, incoming partners have a significantly higher propensity to issue clean opinions than their outgoing counterparts.

Entrepreneurs' facial trustworthiness, gender, and crowdfunding success

Journal of Corporate Finance 2020 64, 101693
This study examines whether and how entrepreneurs' facial trustworthiness is associated with the success of their crowdfunding campaigns. We adopt a novel dataset extracted from the Kickstarter crowdfunding platform and employ machine learning-based facial detection techniques to construct a comprehensive index that measures facial trustworthiness for our investigation. Our results suggest that entrepreneurs' facial trustworthiness is positively associated with crowdfunding campaign success. Specifically, trustworthy-looking entrepreneurs receive a 13.1% greater pledge amount and attract 4.8% more backers in their crowdfunding campaign as compared to those who are untrustworthy-looking. We also find that the facial trustworthiness of female entrepreneurs plays a more prominent role in determining project success than that of male entrepreneurs. Our results are robust to a series of additional analyses and sensitivity checks. Overall, the results of our study suggest that entrepreneurs' facial trustworthiness is an important factor that affects funders' decision-making process in reward-based crowdfunding.

Social ties and IPO outcomes

Journal of Corporate Finance 2015 33, 129-146 open access
We examine the role of social ties in IPO underwriting syndicate formation and find that an investment bank is more likely to be included in the underwriting syndicate when it is connected to the IPO firm through interpersonal social ties between the respective executives and directors. These social ties generate better outcomes, consistent with a quid pro quo arrangement between the respective parties. The investment bank benefits by receiving higher compensation, a more senior role in the IPO, and greater share allocations. For the IPO firm, the presence of social ties between the IPO issuer and the chosen underwriters is associated with net wealth gains for its pre-IPO shareholders.

Do school ties between auditors and client executives influence audit outcomes?

Journal of Accounting and Economics 2016 61(2-3), 506-525 open access
We identify connected auditors as those who attended the same university as the executives of their clients. Using manually collected data from China, we find that connected auditors are more likely to issue favorable audit opinions, especially for financially distressed clients. Moreover, companies audited by connected auditors report significantly higher discretionary accruals, are more likely to subsequently restate earnings downward, and have lower earnings response coefficients. Lastly, connected auditors earn higher audit fees. Collectively, our evidence suggests the impairment of audit quality when auditors and client executives have school ties and the presence of social reciprocity derived from school ties.

Mitigating Disaster Risks in the Age of Climate Change

Econometrica 2023 91(5), 1763-1802 open access
Emissions abatement alone cannot address the consequences of global warming for weather disasters. We model how society adapts to manage disaster risks to capital stock. Optimal adaptation—a mix of firm‐level efforts and public spending—varies as society learns about the adverse consequences of global warming for disaster arrivals. Taxes on capital are needed alongside those on carbon to achieve the first best. We apply our model to country‐level control of flooding from tropical cyclones. Learning rationalizes empirical findings, including the responses of Tobin's q , equity risk premium, and risk‐free rate to disaster arrivals. Adaptation is more valuable under learning than a counterfactual no‐learning environment. Learning alters social‐cost‐of‐carbon projections due to the interaction of uncertainty resolution and endogenous adaptive response.

Testing Hurwicz Expected Utility

Econometrica 2023 91(4), 1393-1416 open access
Gul and Pesendorfer (2015) propose a promising theory of decision under uncertainty, they dub Hurwicz expected utility (HEU). HEU is a special case of α ‐maxmin EU that allows for preferences over sources of uncertainty. It is consistent with most of the available empirical evidence on decision under risk and uncertainty. We show that HEU is also tractable and can readily be measured and tested. We do this by deriving a new two‐parameter functional form for the probability weighting function, which fits our data well and which offers a clean separation between ambiguity perception and ambiguity aversion. In two experiments, we find support for HEU's predictions that ambiguity aversion is constant across sources of uncertainty and that ambiguity aversion and first order risk aversion are positively correlated.

The cost of corporate social irresponsibility for acquirers

Journal of Banking & Finance 2024 162, 107132 open access
Few studies have examined the reputational damage of environmental and social (E&S) scandals ex-post. Using an international sample of mergers and acquisitions (M&A) across 18 countries, we examine whether heightened E&S risks arising from acquirers’ E&S incidents affect the cost of acquisition. We find that the severity of the incident increases acquisition premium and this effect is explained by incident acquirers compensating target shareholders for heightened reputation risks, rather than seeking to repair their reputation through the acquisition. At the country level, incident acquirers in countries with stronger E&S standards and policies also experience higher premium. Further analysis shows that E&S incidents reduce shareholder value upon the announcement of an M&A and increase the time taken for M&A completion. Firms are less likely to make acquisitions after experiencing an E&S incident, but this decision depends on the cost of delay. Finally, we show that the adverse impact on acquisitions dissipates after six months.

Bargaining power and trade credit: The heterogeneous effect of credit contractions

Journal of Banking & Finance 2024 161, 107109
High-bargaining-power (low-bargaining-power) customer (supplier) firms borrow (lend) more trade credit according to the literature. We study whether this bargaining power effect strengthens or weakens when credit tightens. We construct a Nash bargaining model of trade credit and show that the effect weakens if the suppliers' financing costs increase more than that of the customers and strengthens if the opposite is true. We find support for model predictions using a unique database of listed firms in China that discloses firms' transaction information with important customers and suppliers. Interest-rate sensitive suppliers, proxied by a non-state ownership, a high debt rollover risk, and a high financial constraint index, reduce trade credit to their high-bargaining-power customers during credit contractions, while interest-rate sensitive and high-bargaining-power customers, proxied by similar indices, borrow more trade credit.

Financial development and wage income: Evidence from the global football market

Journal of Banking & Finance 2023 149, 106813
This study examines the empirical relation between football players’ wage income and financial development at the individual level. Using a large panel dataset of 237,631 football players from 153 countries from 2010 to 2020 and the International Monetary Fund's Financial Development Indices, we show that financial development significantly raises players’ wages. Players’ wages increase by 25.77% as the Financial Development Index rises by one standard deviation. Our main findings are robust to using subindices of financial development and instrumental variable regressions. We further point out that football players of low capability, with low wages, and who play for low-reputation clubs benefit more from financial development.

Digital finance and financial literacy: Evidence from Chinese households

Journal of Banking & Finance 2023 156, 107005 open access
We measure financial literacy and study its impact on household use of digital finance using the 2015 and 2017 China Household Finance Survey. We find that financial literacy significantly boosts the use of digital finance, including mobile payments, online borrowing, and online financial products. This effect is more pronounced for online borrowing and online financial products than for mobile payments. This result suggests that the impact of financial literacy increases with the complexity of digital finance. Furthermore, financial literacy plays a more important role in promoting the use of digital financial services among disadvantaged groups, such as families with low income and wealth, the elderly, and residents in rural areas, compared with their counterparts.