Board of Directors and Financial Reporting Quality in Vietnam Listed Companies
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
This article studies the impact of the Board of Directors (BOD) on financial reporting quality (FRQ) in Vietnam listed companies. The research uses FEM, REM and GLS regression models, data collected at energy enterprises listed on the stock market in Vietnam from 2010 - 2018, with 2162 observations. The research results have found that the BOD size, BOD independence, BOD chairperson cum CEO has a positive impact on FRQ while BOD meeting frequency has a negative impact on FRQ. In addition, the audit quality, the ratio of liabilities has a positive impact on FRQ while company size has a negative impact on FRQ. Further, the percentage of female BOD members does not have an impact on FRQ. Empirical research results serve as a useful basis for enterprises to improve FRQ by considering of factors of the board of director in a more effective manner.
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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 | 0.007 | 0.081 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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