Strategic Corporate Social Responsibility and Value Creation: Empirical Study in Palestine
Bibliographic record
Abstract
This study empirically evaluates the potential relation between strategic Corporate Social Responsibility (CSR) dimensions and strategic value creation and establishes an order of importance of these dimensions according to Palestinian public shareholding corporates listed on Palestine Exchange. This is a quantitative research that analyzes corporates’ responses on a descriptive and correlational questionnaire designed specifically for the research purpose.Cross-sectional analysis revealed important correlations between the strategic value and CSR dimensions across various sectors, such as a strong positive correlation with Proactivity in the Banking sector, a moderate negative correlation with Voluntarism in the Industrial sector, a strong positive correlation with Visibility in the Investment and Services sectors and no correlation in the Insurance sector. The order of preference with respect to dimensions also varied among sectors: the most important dimensions for the Banking, Industrial, Investment, Services and Insurance sectors were Visibility, Centrality, Voluntarism, Centrality and Proactivity; Respectively.
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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 | 0.010 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.004 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| 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 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".