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Downside risk similarity and M&As

Contemporary Accounting Research 2026 43(1), 7-38 open access
Abstract Downside risks are ubiquitous and can profoundly impact firm operations and valuation. Failure to adequately assess and manage target firms' downside risks hinders acquirers' ability to integrate and manage these businesses. This article introduces a novel measure of firms' downside risk similarity (DRS) based on risk factor descriptions and examines its implications for mergers and acquisitions (M&A) outcomes. We first validate that the measure is distinct from existing similarity measures and that it captures similarity in firms' potential significant downside. Using the new measure, we find that the market reacts more positively to deals in which acquirers and targets share more downside risks. Additional analyses show that this beneficial effect of DRS is driven primarily by risks that are idiosyncratic or firm‐specific, consistent with these risks requiring acquirers' relevant expertise to manage. Last, we document that in deals with more similar downside risks, the acquirers experience fewer risk profile changes and are less likely to suffer from adverse outcomes, such as deal‐specific goodwill impairment, divestitures, and significant profitability declines. Overall, we conclude that DRS plays a significant role in the M&A process.

Losing Control: The Erosion of Disciplinary and Pastoral Power in Accounting Firms

Contemporary Accounting Research 2026 43(1), 510-533 open access
ABSTRACT Accounting firms have traditionally operated as both elite and reinventive institutions that offer a structured and prestigious career path and enforce a deeply transformative socialization process for auditors. However, recent labor market shifts and evolving work preferences are challenging this regime of power, with significant implications for firms and their employees. Drawing on 31 semistructured interviews with auditors in Canada, our study examines how these changes are reshaping power dynamics within accounting firms. First, we find that firms are increasingly struggling to define and produce the ideal auditor. Instead, as we highlight, they are experiencing the emergence of the default auditor , a professional shaped more by labor market constraints and transactional engagement than by traditional firm‐driven selection and disciplinary mechanisms. Second, we analyze the erosion of pastoral power (i.e., power rooted in guidance and care) within firms, as staff auditors prioritize the care of the self, while partners and managers (P&Ms) increasingly struggle to establish and sustain pastoral relationships with their subordinates. As a result of this erosion, P&Ms fluctuate between self‐sacrifice (i.e., taking on additional responsibilities to compensate for auditors' disengagement) and a growing sense of inequity (i.e., feeling they are giving too much while receiving too little in return). To capture this growing impasse, we develop the concept of disciplinary and pastoral paralysis , a state in which P&Ms can no longer rely on traditional mechanisms of discipline and punishment to enforce norms of professional conduct but also struggle to reinvent new forms of pastoral power. We examine the implications of this loss of control, questioning whether it represents a temporary shift or a more permanent transformation. Finally, we discuss the broader consequences of accounting firms becoming less like normalizing institutions and more like “ normal ” organizations.

Lost in Evaluation: The Intricacies of First‐ and Second‐Order Evaluations in Auditors' Promotion Committees in the Big 4 Audit Firms

Contemporary Accounting Research 2026 43(1), 370-397 open access
ABSTRACT The evaluation of auditors in the Big 4 audit firms has largely remained a “black box” in accounting and audit research. Little is known about how these processes operate within audit firms or how they relate to promotion decisions. This study addresses this gap by providing direct insight into promotion committee decision‐making. Drawing on the sociology of evaluation, we develop an analytical model to map this process, highlighting the role of collective deliberation, the interplay between first‐ and second‐order evaluations, and the feedback effects of evaluation. Empirically, we rely on a unique multi‐method qualitative data set that focuses on the micro‐level dynamics of auditor evaluation and promotion. Our data includes non‐participant observation of two promotion committees in the Paris office of a Big 4 firm, complemented by 61 interviews. The findings show that auditors' evaluations are not solely based on pre‐assessments made by their direct supervisors but emerge through collective negotiation. This negotiation produces second‐order judgments that determine the auditors' final rankings. In these deliberations, the supervisor's voice and the political dynamics among supervisors carry significant weight. We conclude that the evaluation process hinges less on auditors' intrinsic professional qualities than on how managers' evaluative judgments are themselves assessed. These findings generate both empirical and theoretical contributions to the literature on auditing as a profession and on social evaluation.

Does the All‐Star Award Affect Chinese Analysts' Performance? Evidence From a Regression Discontinuity Design and the Field

Contemporary Accounting Research 2026 43(2), 607-631 open access
ABSTRACT This paper examines the effect of the All‐Star award on the performance of Chinese financial analysts. Leveraging unique voting data from 2007 to 2016 and a regression discontinuity design (RDD), we find that the All‐Star award significantly enhances recipients' fundamental analysis. Awarded analysts issue more accurate earnings forecasts, and their stock recommendations convey greater information content for firms with higher information asymmetry. RDD results also indicate that award recipients gain increased resources and greater flexibility in reallocating time and effort. Post award, analysts concentrate on fewer industries, cover more firms within each industry, issue forecasts more frequently, expand their teams, and conduct more site visits. Surveys of analysts and institutional investors corroborate these findings, highlighting increases in site visits and roadshows following the award. Overall, the results suggest that the All‐Star award boosts analyst performance by fostering more concentrated coverage and improving access to both internal and external resources.

Is State Tax Policy Associated With State‐Level COVID ‐19 Restrictions?

Contemporary Accounting Research 2026 43(2), 680-706 open access
ABSTRACT During the COVID‐19 pandemic, states imposed restrictions intended to slow the spread of the virus. We investigate whether states' reliance on consumption tax revenue, relative to other tax revenue sources, is associated with the duration of COVID‐19 mobility restrictions. We find that states that are more dependent on consumption taxes experienced shorter durations of stay‐at‐home orders, restaurant closures, and bar closures. We conduct a series of analyses to mitigate concerns that state‐level political preferences and biases may be influencing our findings. Our findings suggest that anticipated shortfalls in consumption tax revenue may have shaped public health responses, consistent with tax system structures relating, unintentionally, to crisis management decisions.

Beyond Accuracy: Do Analyst Site Visits Boost the Precision of Management Earnings Range Guidance?

Contemporary Accounting Research 2026 43(2), 1145-1171 open access
ABSTRACT Prior literature extensively documents that financial analysts obtain information from interactions with firm managers; however, the reciprocal information flow from financial analysts to firm managers during these interactions remains underexplored. This paper examines whether managers learn from face‐to‐face interactions with analysts to increase the precision of management earnings range guidance. Using a unique dataset of analyst site visits in China, we find that firms hosting more analyst site visits issue more precise management earnings range guidance. This effect is stronger among firms with greater uncertainty, which is consistent with the concept of managerial learning. Importantly, our evidence contradicts the arguments of social transmission bias and firm managers' impression management. We further demonstrate that firm managers can learn from interactions with both buy‐side analysts and sell‐side analysts to improve their guidance precision. Overall, this study provides robust evidence that firm managers can acquire valuable insights from interactions with financial analysts to issue more precise earnings range guidance to market participants.

Audit Risk Disclosures, Targeted Inspections, and Audit Quality

Contemporary Accounting Research 2026 43(2), 955-978 open access
ABSTRACT This article studies how the mandatory disclosure of audit risk and targeted regulatory inspections influence audit quality. We develop a model in which the auditor tests a firm's internal control over financial reporting before auditing the financial report and must issue an opinion on both. Due to higher regulatory scrutiny received by audits with weak internal control opinions, we show that targeted inspections generate countervailing effects: they reduce the auditor's internal control audit effort while increasing substantive testing effort. We show that a positive level of targeted inspections can improve audit quality when the level of random inspections is high. Furthermore, we show that targeted inspections are not always consistent with risk‐based inspections, due to the auditor's strategic response to the oversight measures. Nevertheless, such targeting can still result in higher audit quality. Our results suggest the need to exercise caution when using audit risk disclosures as a basis for enforcement.

Analysts' Cultural Long‐Term Orientation and Their Information Production

Contemporary Accounting Research 2026 open access
ABSTRACT We study how analysts' inherited cultural attitudes to time orientation affect their production of long‐term information and the profitability of their stock recommendations. We find that analysts from long‐term‐oriented cultures exhibit a longer forecast horizon and issue more long‐term forecasts. They also produce more accurate long‐term forecasts and ask more long‐term‐focused questions during conference calls, eliciting greater long‐term disclosure from managers. In addition, they are more likely to use discounted valuation models that explicitly incorporate expectations about firms' long‐term prospects. Further, their stock recommendations are more profitable, consistent with their production of long‐term information enhancing valuation. Our findings highlight the role of cultural long‐term orientation in shaping analysts' information production in capital markets.

Knowledge Is Power: The Importance of Public Accounting Experience for Mutual Fund Managers' Monitoring

Contemporary Accounting Research 2026 43(2), 745-778 open access
ABSTRACT We document that firms held by mutual fund managers who have public accounting experience earlier in their careers exhibit higher‐quality financial reporting, as evidenced by a lower likelihood of financial statement restatements. Additional evidence shows that fund managers with public accounting experience are more likely to conduct site visits to their portfolio firms and discuss accounting policy–related topics during those visits. Moreover, the restatement likelihood falls after fund managers' site visits, particularly when they raise accounting policy–related issues during their visits. In cross‐sectional results consistent with expectations, we find that the role that fund manager public accounting experience plays is amplified when the firm suffers more severe agency problems, firm information asymmetry is worse, fund managers are more risk averse, fund managers have prior work experience at larger accounting firms, fund managers hold a larger proportion of the firm's shares, or there is coordination among mutual funds. Collectively, our evidence suggests that fund managers with public accounting experience impose stricter external monitoring on their portfolio firms' financial reporting choices.

An Explanation of Path Analysis and Recommendations for Best Practice

Contemporary Accounting Research 2026 43(1), 290-313 open access
ABSTRACT Path analysis has become increasingly popular, but many studies do not show a deep understanding of how path analysis works or the assumptions on which it relies. In this paper, we explain that path analysis is statistically equivalent to either OLS when the researcher assumes uncorrelated errors, or instrumental variable (IV) estimation when the researcher allows correlated errors and obtains identification using exclusion restrictions. We then identify two problems with the way path analysis is used. First, studies claim that they use path analysis to provide evidence on the causal process, but they assume away endogeneity by imposing the unrealistic assumption of uncorrelated errors. Second, many studies do not explicitly disclose their key assumptions, including the assumptions of uncorrelated errors or exclusion restrictions. This nondisclosure makes it difficult for a reader to determine whether endogeneity is assumed away or whether the study is attempting to address endogeneity. We conclude with detailed guidance for researchers who are considering whether to use path analysis in their research.