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Do financial market developments influence accounting practices? Credit default swaps and borrowers׳ reporting conservatism

Journal of Accounting and Economics 2015 59(1), 80-104
This paper investigates whether the initiation of trading in credit default swaps (CDSs) on a borrowing firm׳s outstanding debt is associated with a decline in that firm׳s reporting conservatism. CDS investments can modify lenders׳ payoffs on their loan portfolios by providing insurance on negative credit outcomes. The onset of CDS trading reduces lenders׳ incentives to continuously monitor borrowers and also their demand that borrowers report conservatively. Additionally, borrowers expect CDS-insured lenders to be more intransigent in renegotiations triggered by defaults and covenant violations. Since conservatism can trigger earlier covenant violations, borrowers have heightened incentives to report less conservatively in the post-CDS period. Using a differences-in-differences research design, we observe a decline in borrowing firms׳ reporting conservatism after CDS trade initiation. This effect is more pronounced when reputation costs lenders face from reducing monitoring are lower, when debt contracts outstanding at the time of CDS trade initiation have more financial covenants, and when lenders who monitor borrowers more regularly in the pre-CDS period enter into CDS contracts to hedge their credit exposures.

Understanding discretion in conservatism: An alternative viewpoint

Journal of Accounting and Economics 2013 56(2-3), 134-146
Various studies have investigated variation in reporting conservatism with pre-specified contractual incentives. Lawrence et al. (forthcoming), hereafter LSS, propose a model to control for “normal” or “non-discretionary” conservatism while testing for variation in conservatism with contractual forces, which they characterize as “discretionary” variation. Our objective is to further the discussion on discretion in conservatism by relying on LSS and incorporating insights from related studies to shed light on the rationales and relative importance of various controls for normal conservatism suggested by LSS. Furthermore, our perspective on discretion in conservatism is distinct from the one developed by LSS in some crucial respects, ultimately leading us to question the nature of the boundary between discretionary and non-discretionary conservatism.

Do Bank-Affiliated Analysts Benefit from Lending Relationships?

Journal of Accounting Research 2011 49(3), 633-675 open access
This paper investigates whether private information from lending activities improves the forecast accuracy of bank-affiliated analysts. Using a matched sample design, matching by affiliated bank or borrower, we demonstrate that the forecast accuracy of bank-affiliated analysts increases after the followed firm borrows from the affiliated bank. We also find that the increase in forecast accuracy is more pronounced for borrowers with greater information asymmetry and bad news, and for deals with financial covenants. Last, we find that the informational advantage of bank-affiliated analysts exists only when the affiliated banks serve as lead arrangers, not merely as participating lenders. Overall, our evidence suggests that information flows from commercial banking to equity research divisions within financial conglomerates.

Acquisition profitability and timely loss recognition

Journal of Accounting and Economics 2010 49(1-2), 161-178
We investigate if timely loss recognition is associated with acquisition-investment decisions. Using a Basu (1997) piece-wise linear regression model, we find that firms with more timely incorporation of economic losses into earnings make more profitable acquisitions, measured by the bidder's announcement returns and by changes in post-acquisition operating performance. These firms are also less likely to make post-acquisition divestitures (consistent with better ex ante investment decisions), but act more quickly to divest. We also find that the positive association between timely loss recognition and acquisition profitability is more pronounced for firms with higher ex ante agency costs.

Cross-listing and Firm Growth

Review of Finance 2008 12(2), 293-322 open access
Extant research posits that cross-listing improves firms' access to lower cost external financing. But so far, there is scarce evidence that improved access to external funds through cross-listing contributes to higher firm growth. Documenting the relation between firm growth and cross-listing is critical because the presumption in prior research is that funds raised via cross-listing will be channeled towards potentially profitable projects. Using a sample of firms from thirty-seven countries that are cross-listed in the USA, we find a positive association between cross-listing and subsequent externally financed firm growth rates. However, we do not find that increases in externally financed firm growth after cross-listing vary systematically as a function of the home-country attributes of the cross-listed firms. Overall, our results provide new and direct evidence on the impact of cross-listing on the firm growth rates.

AI Democratization and Trading Inequality

Journal of Accounting Research 2026 64(3), 1287-1331
We are among the first to investigate how Generative AI (GenAI) shapes investors' trading activities. Using an AI‐sentiment measure extracted from earnings‐call transcripts to proxy for textual signals, we find notable shifts in trading behaviors around earnings calls. Before the wide deployment of ChatGPT, short selling was aligned with AI‐sentiment, whereas retail trading was not. However, following ChatGPT's deployment, the alignment of retail traders with AI‐sentiment significantly increases, while the alignment of short sellers weakens, albeit insignificantly. Stocks with higher information processing costs exhibit a more pronounced increase in retail trading alignment, scenarios where retail investors are likely to benefit more from AI. Using retail‐AI alignment as a proxy for the extent to which retail investors trade based on AI signals, we show that information asymmetry declines and retail investors' trading profitability improves, whereas short sale profitability declines in high retail‐AI alignment stocks. Exogenous outages reduce the alignment between retail trading and AI‐sentiment, allowing us to draw causal inferences. Collectively, this study suggests that AI is a promising technology for narrowing the information gap in the trading of complex textual financial disclosures between investor classes with clear disparities in the ability to process public disclosures.

Buying products from whom you know: personal connections and information asymmetry in supply chain relationships

Review of Accounting Studies 2021 26(4), 1492-1531 open access
This study investigates the role personal connections play in a crucial element of the supply chain—supplier selection. We find that the likelihood that a potential supplier (hereafter, a vendor) is selected to be an actual supplier (hereafter, supplier) increases when personal connections between executives of the vendor and the customer exist. The magnitude of the effect varies predictably across management ranks and positions and is stronger when information asymmetries between a vendor and a customer are high. Conditioning on the existence of a supply-chain partnership, a departure of a personally connected executive prompts the termination of the supply-chain relationship more often than a departure of an unconnected executive. Additional analyses show personal connections are associated with less restrictive procurement contracts and with improved customer performance after the formation of a supply-chain relationship. Overall, our study highlights the role of personal connections in reducing information asymmetry and improving operating efficiency in the supply chain.

Voluntary disclosures and the exercise of CEO stock options

Journal of Corporate Finance 2010 16(1), 120-136
We examine voluntary disclosures around the exercise of CEO stock options. Previous research shows that managerial incentives depend on the intended disposition of the exercised options' underlying shares. When CEOs intend to sell the underlying shares of exercised options, they have an incentive to increase stock prices in the pre-exercise period. In contrast, when CEOs intend to hold the underlying shares, they have a tax incentive to decrease stock prices in the pre-exercise period. Consistent with these private incentives, we find a significant increase in the frequency and magnitude of good (bad) news announcements in the pre-exercise period when CEOs implement exercise-and-sell (exercise-and-hold) strategies. We provide some evidence that CEOs' propensities for opportunistic disclosures are positively related to the value of their exercised stock options. Lastly, we find that the Sarbanes–Oxley Act (SOX) generally reduces, but does not eliminate, this type of managerial opportunism.

Assessing the objective function of the SEC against financial misconduct: A structural approach

Journal of Accounting and Economics 2025 80(1), 101794
We examine the objective function of the SEC against financial misconduct by estimating a structural model of the interactions between the SEC and a regulated firm. The SEC considers social costs, enforcement costs, and firms' compliance costs when making enforcement decisions. Identification exploits SOX as a shock to enforcement intensity. Four insights emerge from counterfactual analyses. First, marginal social costs have a greater impact on the SEC's perceived welfare than marginal enforcement costs. Second, the SEC's current enforcement mitigates earnings management to a level close to the first-best scenario. Third, a “hawkish” regulator, who perceives high social costs of financial misconduct, would impose excessive costs on society. Lastly, removing regulatory discretion would result in higher penalties and lower welfare, with little effect on earnings management.

Financial Development and the Cash Flow Sensitivity of Cash

Journal of Financial and Quantitative Analysis 2006 41(4), 787-808
Prior research posits that market imperfections and the lack of institutions that protect investor interests create a divergence between the cost of internal and external funds, thereby constraining firms' ability to fund investment projects through external financing. Financial constraints force firms to manage their cash flows to finance potentially profitable projects. A related stream of research documents that financial constraints due to costly external financing are more pronounced in underdeveloped financial markets. We examine the influence of financial development on the demand for liquidity by focusing on how financial development affects the sensitivity of firms' cash holdings to their cash flows. Using firm-level data for 35 countries covering about 12,782 firms for the years 1994–2002, we find the sensitivity of cash holdings to cash flows decreases with financial development. We also consider additional implications of firms' cash flow sensitivity of cash with respect to firm size and business cycles. Overall, we provide new cross-country evidence of the role of financial development on financial constraints.