The effect of managerial stock ownership on the relationship between material internal control weaknesses and audit fees
Bibliographic record
Abstract
Purpose The purpose of the study is to examine the effect of managerial stock ownership on the relationship between material internal control weaknesses (ICW) and audit fees. Design/methodology/approach The paper uses multivariate regression analyses on a sample of 1,578 ICW and 1,578 pair-matched (based on both propensity score and managerial stock ownership) non-ICW firm observations for a period from 2004 to 2010 to investigate how managerial incentive at various stock ownership levels impacts the relationship between material ICW and audit fees. Findings For the firms with low managerial stock ownership (up to 5 per cent stockholdings), the authors find no significant effect of managerial ownership on the positive relationship between audit fees and ICW. However, the impact of managerial stock ownership on the relationship between ICW and audit fees is significantly positive when managerial ownership is medium, i.e. more than 5 per cent and less than or equal to 25 per cent stockholdings, and the managerial ownership effect is even higher when managerial stock ownership is high, i.e. more than 25 per cent stockholdings. The result is especially robust for the ICW firms with high managerial stock ownership (i.e. where managers hold more than 25 per cent equity stake in the firms). The additional analyses further show that this managerial ownership effect is more pronounced when the firms suffer from company-level material control weaknesses that have pervasive negative effect on financial reporting quality. Research limitations/implications The results imply that in a low managerial ownership firms with substantial misalignment between manager and shareholder incentives, managerial stock ownership has little effect on the ICW and audit fee relationship. But when managers’ ownership interest is at a high level, they are more prone to purchase higher-quality audit service to reduce the risk of financial misstatements due to material ICW, which results in higher audit fees. The results add to the audit fee literature by suggesting that managerial incentive at various ownership levels is a critical governance factor that impacts auditor’s fee structure especially when higher reporting risk exists due to material ICW. Originality/value Prior literature documents that there is some relationship between managerial attributes and earnings quality; however, there is no substantive empirical evidence on the effect of managerial stock ownership on audit pricing when client companies face higher risk of financial misreporting as a result of material ICW. In this study, the authors seek answers to these empirical questions and fill the gap in the literature.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.018 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".