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How Costly is Tax Avoidance? Evidence from Structural Estimation

The Accounting Review 2023 98(6), 353-380
I develop a structural model to quantify the costs of tax avoidance. In the model, the firm trades off tax savings with tax audit risk, financial reporting considerations, and operational frictions imposed by tax avoidance, the last of which I label as nontax costs. The estimated parameters suggest nontax costs, which are difficult to observe, decrease pretax income by 6.4 percent or $58 million per firm-year. The large magnitude of this estimate can explain why firms appear to underutilize tax avoidance strategies. Through counterfactual analysis, I estimate the effect of tax audit risk and financial reporting considerations to find that financial reporting considerations have an effect on tax avoidance similar to the penalties imposed by tax authorities. Overall, the estimated parameters help explain the “undersheltering puzzle.”

Accounting for Goodwill

Journal of Accounting Research 2025 63(3), 1145-1185 open access
A significant portion of a merger's purchase price is allocated to goodwill. Currently, goodwill is not amortized but rather tested annually for impairment. When managers of acquiring firms care about earnings, goodwill's accounting treatment can have large effects on future earnings and may influence how much a manager will bid for a target company. We quantify the effects of goodwill accounting by estimating a structural model of corporate takeovers. Our estimates suggest accrual accounting increases buyout premia by an average of approximately 11 percentage points. If firms needed to amortize goodwill over 10 years, we estimate premia would reduce by 4.9 percentage points and M&A volume would shrink by 4.1% or $67 billion per year. Furthermore, the fraction of private equity acquirers would increase by 6.9 percentage points, shifting control over productive assets to the private and financial sector. Our results suggest the accounting treatment for goodwill has a meaningful effect on the market for corporate control.

Examining the Effects of the Tax Cuts and Jobs Act on Executive Compensation*

Contemporary Accounting Research 2022 39(4), 2376-2408
As part of the Tax Cuts and Jobs Act (TCJA), the US Congress repealed a long‐standing exception that allowed companies to deduct executives' qualified performance‐based compensation in excess of $1 million. The purpose of this study is to examine whether Congress achieved its stated objective of reversing a shift in executive compensation away from cash compensation and toward performance pay, which Congress believed led executives to focus on short‐term results rather than the long‐term success of the company. Across a battery of tests, including a difference‐in‐differences design that exploits the staggered time‐series implementation of the deduction limit, we find evidence compatible with the new deduction limit having no effect on executives' salary, performance pay or total compensation, inconsistent with Congressional intent. Our results suggest that taxes are not a first‐order effect of executive pay and that tax regulation could be relatively ineffective at curbing executive compensation.

Information acquisition costs and price informativeness: global evidence

Review of Accounting Studies 2025 30(3), 2468-2507 open access
We study how global changes in information acquisition costs through disclosure technologies affect price informativeness. To explore this issue, we examine worldwide adoptions of centralized electronic disclosure systems, which significantly reduce the cost of and broaden access to financial disclosures. Consistent with theory, we show a significant reduction in private information acquisition around earnings announcements as a result of these adoptions. These effects are most pronounced in countries with the most substantial reductions in information acquisition costs and where we find more significant decreases in informed trade. Overall, we highlight an important, unintended cost of broadening access to financial disclosures through technology adoptions.

Non-GAAP Reporting and Investment

The Accounting Review 2024 99(2), 341-367
The wide-spread reporting of non-GAAP earnings suggests efficiency gains from doing so. By estimating a dynamic investment model, we examine the real implications of investors using both GAAP and non-GAAP earnings to value firms. When investors use the firm’s GAAP earnings only, the firm’s manager—who cares about current stock prices—underinvests, and his investment is sensitive to transitory earnings. Non-GAAP earnings can improve investment efficiency by adjusting for these transitory earnings, but can also hide inefficient investment by introducing opportunistic bias. Although non-GAAP earnings induce overinvestment, they dominate GAAP-only reporting. Counterfactual analysis reveals supplementing GAAP earnings with biased non-GAAP earnings increases firm value by 3.4 percent relative to GAAP-only reporting. Precluding bias reduces overinvestment and further increases firm value by 1 percent. Data Availability: Data are available from the sources cited in the text.

Diversity Washing

Journal of Accounting Research 2024 62(5), 1661-1709 open access
We provide large‐sample evidence on whether U.S. publicly traded corporations use voluntary disclosures about their commitments to employee diversity opportunistically. We document significant discrepancies between companies' external stances on diversity, equity, and inclusion (DEI) and their hiring practices. Firms that discuss DEI excessively relative to their actual employee gender and racial diversity (“diversity washers”) obtain superior scores from environmental, social, and governance (ESG) rating organizations and attract more investment from institutional investors with an ESG focus. These outcomes occur even though diversity‐washing firms are more likely to incur discrimination violations and have negative human‐capital‐related news events. Our study provides evidence consistent with growing allegations of misleading statements from firms about their DEI initiatives and highlights the potential consequences of selective ESG disclosures.

Evolution in Value Relevance of Accounting Information

The Accounting Review 2023 98(1), 1-28
We address how value relevance of accounting information evolved as the new economy developed. Prior research concludes that accounting information—primarily earnings—has lost relevance. We consider more accounting items and find no decline in combined value relevance from 1962 to 2018. We assess evolution in each item’s value relevance and find increases, most notably for items related to intangible assets, growth opportunities, and alternative performance measures, which are important in the new economy. The number of relevant items also increases. We also consider separately new economy, old economy profit, and old economy loss firms. The trends are more pronounced for, but extend beyond, new economy firms. We base inferences on a nonparametric approach that does not require specifying the valuation relation. Taken together, our findings reveal an evolution to a more nuanced, but not declining, relation between accounting information and share price.

Competition Enforcement and Accounting for Intangible Capital

Journal of Finance 2026 81(3), 1217-1263 open access
Antitrust laws mandate review of mergers and acquisitions (M&As) that exceed an asset size threshold based on accounting standards that exclude most intangible capital. We show that this exclusion leads to thousands of intangible‐intensive M&As being nonreportable. Acquirers in nonreportable deals achieve higher equity values and price markups, especially when consolidating product markets. Furthermore, nonreportable pharmaceutical deals are three times more likely to involve overlapping drug projects, which are subsequently 40% more likely to be terminated. Our results suggest that the growth of intangible assets may exacerbate market power through nonreportable consolidation of the sectors most concerning for consumers.