Equity incentives and conforming tax avoidance
Bibliographic record
Abstract
Abstract We examine how executive equity incentives are associated with firms' conforming tax avoidance. Conforming tax avoidance is unique compared to nonconforming tax avoidance in that it decreases tax liabilities by reducing pretax income. Thus, conforming tax avoidance presents a unique set of consequences with important links to both risk and value‐creation incentives. Consistent with risk‐taking incentives increasing conforming tax avoidance, we find that linking executive wealth to stock price volatility (i.e., vega) is positively associated with conforming tax avoidance. We also find that linking executive wealth to stock price (i.e., delta) is negatively associated with conforming tax avoidance. The results of our cross‐sectional tests suggest that the negative association between delta and conforming tax avoidance is predominantly driven by a risk aversion effect rather than a value‐creation effect. Our findings add to the literature on the relation between tax avoidance and executive compensation, as well as the trade‐off between book and taxable income.
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How this classification was reachedexpand
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 | 0.005 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.003 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.002 |
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 teacher head, 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".