Tax Collector or Tax Avoider? An Investigation of Intergovernmental Agency Conflicts
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
ABSTRACT Local governments play dual, but conflicting, roles in China's tax system. That is, they are both tax collectors and controlling shareholders of firms subject to tax payments. We investigate how local governments balance their tax collection and tax avoidance incentives. We find that the conflicts between central and local governments arising from the 2002 tax sharing reform have led to more tax avoidance by local government-controlled firms, particularly when the local government's ownership percentage of the firms is higher than the tax sharing ratio. We also find evidence that the overall level of tax avoidance by local government-controlled firms in a region is positively associated with local fiscal deficits. As a high level of government ownership of corporations and intergovernmental tax sharing are common phenomena in many transitional economies, this study offers valuable insights into how the dual roles played by local governments affect tax policy enforcement in these economies. JEL Classifications: H26; H71; M40; G38.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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