PapersFlow Research Brief
Auditing, Earnings Management, Governance
Research Guide
What is Auditing, Earnings Management, Governance?
Auditing, earnings management, and governance is the research area that studies how monitoring mechanisms (including audits and boards), managerial discretion in financial reporting (including discretionary accruals and disclosure choices), and corporate governance structures jointly affect the credibility of reported performance and the information environment of capital markets.
The literature spans earnings management incentives and measurement, disclosure and information asymmetry, and governance mechanisms linked to firm value, often evaluated with capital-markets empirical methods such as event-study designs and asset-pricing controls (e.g., "Using daily stock returns" (1985); Fama and French (1992)).In the provided corpus, the topic contains 109,603 works, indicating a large and mature research base even though a 5-year growth rate is not available.Jones (1991) and Kothari et al. (2005) are central methodological anchors for accrual-based earnings management research, while Yermack (1996) connects governance structure (board size) to market valuation.
Research Sub-Topics
Discretionary Accruals Models
Models partition total accruals into normal and discretionary components to detect earnings management. Researchers develop performance-adjusted and modified Jones models.
Real Earnings Management
Managers use real activities like overproduction and expense cutting to meet earnings targets. Researchers compare REM substitutability with accrual manipulation and economic costs.
Corporate Governance Mechanisms
Board characteristics, ownership structure, and institutional investors constrain earnings management. Researchers examine governance bundles and endogeneity in mitigating agency problems.
Auditor Independence and Quality
Auditor tenure, fees, and specialization affect earnings management constraint effectiveness. Researchers test Big N premium and rotation impacts on audit quality.
Earnings Management Incentives
Managers manipulate earnings to avoid covenant violations, meet analyst forecasts, and influence compensation. Researchers quantify debt contracting and equity market incentives.
Why It Matters
Auditing, earnings management, and governance research matters because it informs how investors, regulators, and boards detect and deter financial reporting distortion and assess firm value under imperfect information. Jones (1991) showed that firms with incentives tied to United States International Trade Commission (ITC) import relief investigations attempted to decrease earnings through earnings management, illustrating a concrete regulatory setting in which reporting discretion can be used strategically. Kothari et al. (2005) provided "Performance matched discretionary accrual measures," which are widely used in practice-oriented empirical work to benchmark discretionary accruals against performance, improving comparability when evaluating suspected manipulation. Healy and Palepu (2001) synthesized evidence that corporate disclosure choices interact with information asymmetry and capital-market outcomes, which directly affects how auditors and governance bodies prioritize transparency and monitoring. On the governance side, Yermack (1996) documented a higher market valuation associated with smaller boards using Tobin’s Q in a sample of 452 large U.S. industrial corporations (1984–1991), giving boards and investors a specific structural attribute to evaluate when designing oversight.
Reading Guide
Where to Start
Start with Healy and Palepu (2001), "Information asymmetry, corporate disclosure, and the capital markets: A review of the empirical disclosure literature," because it provides an organizing framework that links reporting and disclosure choices to capital-market outcomes and motivates why auditing and governance matter as monitoring mechanisms.
Key Papers Explained
Jones (1991), "Earnings Management During Import Relief Investigations," provides a clear incentive-based setting and a concrete hypothesis about downward earnings management when firms face ITC investigations. Kothari et al. (2005), "Performance matched discretionary accrual measures," addresses measurement concerns that arise when using accrual-based proxies in settings like Jones (1991), making it a methodological complement. Healy and Palepu (2001) connects these earnings-management constructs to disclosure and information asymmetry, clarifying why markets respond to reporting quality. Yermack (1996), "Higher market valuation of companies with a small board of directors," adds a governance mechanism that can be studied as a determinant of monitoring intensity and, indirectly, reporting quality. "Using daily stock returns" (1985) and Fama and French (1992), "The Cross‐Section of Expected Stock Returns," provide empirical finance tools commonly used to test market consequences of reporting and governance choices.
Paper Timeline
Most-cited paper highlighted in red. Papers ordered chronologically.
Advanced Directions
Advanced work often combines (i) stronger earnings-management measurement (building from Kothari et al. (2005)), (ii) explicit governance mechanisms (motivated by Yermack (1996)), and (iii) market-consequence tests using return methodologies grounded in "Using daily stock returns" (1985) with expected-return controls motivated by Fama and French (1992). A practical frontier is designing studies that jointly model accrual discretion (Jones (1991); Kothari et al. (2005)) and disclosure/information asymmetry channels (Healy and Palepu (2001)) to separate accounting-number manipulation from information-environment effects.
Papers at a Glance
| # | Paper | Year | Venue | Citations | Open Access |
|---|---|---|---|---|---|
| 1 | On Persistence in Mutual Fund Performance | 1997 | The Journal of Finance | 16.7K | ✓ |
| 2 | The Cross‐Section of Expected Stock Returns | 1992 | The Journal of Finance | 15.0K | ✓ |
| 3 | FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF ... | 1968 | The Journal of Finance | 13.3K | ✕ |
| 4 | Returns to Buying Winners and Selling Losers: Implications for... | 1993 | The Journal of Finance | 11.3K | ✕ |
| 5 | Illiquidity and stock returns: cross-section and time-series e... | 2002 | Journal of Financial M... | 10.0K | ✕ |
| 6 | Earnings Management During Import Relief Investigations | 1991 | Journal of Accounting ... | 8.4K | ✕ |
| 7 | Information asymmetry, corporate disclosure, and the capital m... | 2001 | Journal of Accounting ... | 7.0K | ✕ |
| 8 | Performance matched discretionary accrual measures | 2005 | Journal of Accounting ... | 6.8K | ✕ |
| 9 | Higher market valuation of companies with a small board of dir... | 1996 | Journal of Financial E... | 6.8K | ✓ |
| 10 | Using daily stock returns | 1985 | Journal of Financial E... | 6.5K | ✕ |
In the News
Military experience on boards and audit quality in earnings ...
Reprints and permissions About this article Cite this article Abbas, H., Feng, Z.R., Malik, M. et al. Strengthening corporate governance: Military experience on boards and audit quality in earnings...
Audit quality moderating effect on the relationship between ...
As ESG reporting becomes more essential in banking, this study explores the association between “Earnings Management (EM)” and ESG scores, using EM as a proxy for “Corporate Governance (CG)” effica...
Does corporate governance mechanism deter earnings ...
This study aims to know the impact of earnings management (accrual, real and total) and corporate governance mechanisms on the readability of annual reports. Additionally, the study also seeks to k...
Audit of Asset Management
**Key findings:**ECCC has established governance structures and formal planning processes to support asset management, particularly for real property. Recent departmental efforts have been focused ...
Sustainable auditing governance in a changing landscape
an alternative statistical technique (Generalised Method of Moments) and a different measure for the dependent variable. Our research holds significant implications as it provides valuable insights...
Code & Tools
Appearance settings Search or jump to... # Search code, repositories, users, issues, pull requests... Search Clear Search syntax tips # Provide...
## Popular repositories Loading 1. dqc\_us\_rules dqc\_us\_rulesPublic XBRL US Data Quality Committee Rules Shell 30 39 2. documentation d...
The Fundamental Review of the Trading Book (FRTB) is a new Basel committee framework for the next generation market risk regulatory capital rules. ...
* Updated unit tests as needed * Recompiled ruleset .zip files Python 3.13.7 || Arelle 2.37.58 || XULE 30050 for v28.0.4 ### Additional changes wit...
`aequitas` is an open-source bias auditing and Fair ML toolkit for data scientists, machine learning researchers, and policymakers. We provide an e...
Recent Preprints
(PDF) The role of audit committees in mitigating earnings ...
Purpose This study examines the relationship between audit committees (ACs) and earnings management (EM) in the developing country context of Jordan. In particular, it investigates whether audit co...
Audit quality moderating effect on the relationship between ...
This study uses updated Jordanian banking sector data from 2010 to 2024 to analyse how “Earnings Management (EM)” methods affect sustainability reporting, particularly “Environmental, Social, and G...
Accounting Manipulation and Value Creation: An Empirical ...
Title / Keyword Author / Affiliation / Email Journal
Financial Decision-Making as a Moderator between ...
\[26\] Czajkowska, K., Lizińska, J., & Czapiewski, L. (2024). Does auditing expertise enhance financial reporting quality? In Earnings Management and Corporate Finance (pp. 157-176). Routledge. htt...
The impact of audit quality on earnings management in publicly listed U.S. Companies
This study examined the effect of Audit quality on Earnings management of publicly listed US companies. The dependent variable; Earnings management, was measured using discretionary accruals, whil...
Latest Developments
Recent developments in research on auditing, earnings management, and governance as of February 2026 include a focus on regulatory changes, technological advancements, and governance strategies. Notably, studies highlight the importance of AI governance, cyber incident response, and the evolving role of audit committees in 2026 (The CAQ, BDO, PwC). Additionally, there is significant attention on how audit quality impacts earnings management, with recent research examining the effects of mandatory disclosures, audit scandals, and the influence of military connections on earnings manipulation (WJARR, Nature). The integration of AI, real-time assurance, and enhanced governance frameworks are prominent themes shaping the latest research landscape (Trullion).
Sources
Frequently Asked Questions
What is earnings management in empirical accounting research, and how is it commonly operationalized?
Earnings management is typically studied as managers’ use of discretion in financial reporting to shift reported earnings away from underlying performance. Jones (1991) operationalized this idea in a regulatory setting by testing whether firms seeking import relief decreased earnings through earnings management during ITC investigations. Kothari et al. (2005) operationalized earnings management using performance-matched discretionary accrual measures to better isolate discretion from normal accrual behavior.
How do researchers measure discretionary accruals in a way that improves comparability across firms?
Kothari et al. (2005) proposed "Performance matched discretionary accrual measures" that adjust discretionary accrual estimates for contemporaneous performance, addressing the concern that accrual models can mechanically correlate with performance. The core idea is that comparing a firm to a performance-matched benchmark helps distinguish unusual accruals from those expected given profitability. This approach is commonly used when the research question requires cross-sectional comparability in earnings management proxies.
Why is corporate disclosure central to auditing and governance research?
Healy and Palepu (2001) argued that disclosure choices are tightly linked to information asymmetry and capital-market outcomes, making disclosure a key channel through which governance and auditing can influence the firm’s information environment. Their review frames disclosure as both a managerial choice and a monitoring target because disclosure affects how outsiders price securities and assess risk. This positions auditing and governance as mechanisms that can constrain opportunistic disclosure and improve credibility.
Which governance attributes are empirically linked to firm value in the provided literature?
Yermack (1996) found an inverse association between board size and firm value and reported higher market valuation for companies with small boards, using Tobin’s Q as a valuation proxy. The evidence was based on 452 large U.S. industrial corporations over 1984–1991. In this literature, board structure is treated as a measurable governance feature that can affect monitoring effectiveness and valuation.
How are capital-market methods used to study the consequences of auditing, governance, and reporting choices?
Event-study and return-based designs rely on established methods for measuring abnormal performance around information events; "Using daily stock returns" (1985) is a canonical reference for implementing such tests. Broader asset-pricing controls are often used to separate information effects from risk premia, as in Fama and French (1992) on expected stock returns. These tools help researchers attribute market reactions to disclosure, governance, or suspected earnings management rather than to general return patterns.
Which papers in the provided list are the most foundational for linking reporting quality to market outcomes?
Healy and Palepu (2001) is foundational for linking disclosure to information asymmetry and capital-market effects through a synthesis of empirical disclosure research. Jones (1991) is foundational for demonstrating incentive-driven earnings management in a specific regulatory context. Yermack (1996) is foundational for connecting a concrete governance feature—board size—to market valuation outcomes.
Open Research Questions
- ? How can discretionary accrual models be designed so that performance-matching (Kothari et al. (2005)) reduces bias without attenuating detection power for settings like regulatory investigations (Jones (1991))?
- ? Which specific disclosure mechanisms emphasized in Healy and Palepu (2001) most effectively reduce information asymmetry when governance structures differ, such as board size variation documented by Yermack (1996)?
- ? How sensitive are inferences about governance effects on valuation (Yermack (1996)) to alternative expected-return benchmarks and event-study implementations grounded in "Using daily stock returns" (1985) and factor controls like Fama and French (1992)?
- ? In what ways do incentive shocks similar to those in Jones (1991) interact with market frictions that affect pricing (e.g., liquidity channels in Amihud (2002)) when evaluating the market consequences of reporting discretion?
- ? How should researchers integrate disclosure-based channels (Healy and Palepu (2001)) with accrual-based proxies (Kothari et al. (2005)) to distinguish between narrative disclosure management and accounting-number management in empirical designs?
Recent Trends
The provided topic metadata indicates a very large body of work—109,603 works—suggesting sustained, cumulative research activity even though a 5-year growth rate is not available.
Within the provided paper list, recent methodological emphasis is represented by Kothari et al. on performance-matched discretionary accruals, which directly targets measurement validity in earnings-management tests.
2005The most-cited anchors in the provided set continue to supply core empirical infrastructure: "Using daily stock returns" for event-study implementation and Fama and French (1992) for expected-return benchmarking, alongside governance evidence such as Yermack (1996) on board size and valuation in 452 firms (1984–1991).
1985Research Auditing, Earnings Management, Governance with AI
PapersFlow provides specialized AI tools for your field researchers. Here are the most relevant for this topic:
AI Literature Review
Automate paper discovery and synthesis across 474M+ papers
Deep Research Reports
Multi-source evidence synthesis with counter-evidence
Paper Summarizer
Get structured summaries of any paper in seconds
AI Academic Writing
Write research papers with AI assistance and LaTeX support
Start Researching Auditing, Earnings Management, Governance with AI
Search 474M+ papers, run AI-powered literature reviews, and write with integrated citations — all in one workspace.