The CEO's ethical dilemma in the era of earnings management
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Purpose The paper aims to argue that stock‐based compensation for top leaders is a very recent phenomenon that is associated with lower shareholder returns, bubbles and crashes and huge corporate scandals and that it is time to bring an end to it and find a better, more authentic approach that will enable corporations, stakeholders and the financial community to thrive. Design/methodology/approach The paper details how many executives engage in a dangerous and little‐discussed practice that comes very close to the line of illegality, one that betrays the spirit of securities laws and accounting regulation: earnings management. It concludes that far too many corporate leaders are now using their talents and corporate resources to smooth earnings, and bump up the stock price, rather than to build their companies. Findings The paper proposes that corporations find a way to restore the focus of the executive on the real market and on an authentic life by eliminating the use of stock‐based compensation as an incentive. Practical implications The author's remedy: top executives should be prevented from selling any stock – for any reason – while serving as a corporate leader, and indeed for several years after leaving their post. Originality/value The author calls for an end to stock‐based compensation because it is associated with lower shareholder returns, bubbles and crashes and huge corporate scandals.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it