Effect of Corporate Sustainability on Corporate Reputation and Firm Performance of Companies in Thailand
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 research analyzes the contribution of corporate sustainability practice on corporate reputation and firm performance of companies in Thailand. This research is based on the Triple Bottom Line framework which conceptualizes sustainability into three dimensions: environmental, social, and economic. The data were obtained from a total of 196 firms through online questionnaires surveys. Partial least squares structural equation modeling was used for the data analysis. The results show that all three dimensions of corporate sustainability positively and significantly determine corporate reputation. Corporate reputation also positively and significantly determines firm performance. Lastly, corporate reputation is also found to mediates the linkage between all three dimensions of corporate sustainability practice and firm performance.
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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 | 0.000 |
| 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 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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