A Social Responsiveness Approach to Stakeholder Management:Lessons from the Canadian Banking Sector
Bibliographic record
Abstract
This paper explores the relationship between business objectives and social responsiveness toward stakeholders in terms of stakeholder management activity. It employs an empirical grounded study of the Canadian banking sector that involved semi-structured interviews combined with archival documents analysis. Findings suggest managers in mature industries with business growth-oriented objectives and a proactive responsiveness toward stakeholders are likely to engage in stakeholder management activities commonly associated with corporate social responsibility. Implications for managers include the need for multi-dimensional strategic planning. Implications for researchers suggest a need to re-conceptualize management studies to nurture interdisciplinary research on business strategy. We looked at the correlation across twenty industries between profitability and size. In only one industry is there a statistically significant correlation between size and profitability and that industry is the banking industry and the correlation is negative. So the bigger they get, the less money they make.
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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 | 0.011 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.003 |
| 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".