Activists as Moral Entrepreneurs: How Shareholder Activists Brought Active Ownership To Switzerland
Bibliographic record
Abstract
Abstract Action from activists is at the origin of many initiatives that end up injecting moral concerns into the way companies operate. In such instances, activists function as moral entrepreneurs that lastingly change the definition of what constitutes morally acceptable corporate behavior. Yet, in order to have such a lasting effect on companies, activist efforts need to pass through multiple stages that deal with both the effective mobilization of their own constituents and the triggering of corporate responses that can induce broader change in the economy. In the present chapter, the authors study how local shareholder activists initiated and helped sustain the process that led to the establishment of active ownership in Switzerland between 1997 and 2011. Active ownership refers to the active engagement of shareholders with firms to push them toward considering environmental, social, and corporate governance criteria in their decision-making. The case illustrates the processual nature of moralizing dynamics initiated by activists and emphasizes the long-term and cumulative nature of many moralization projects.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.007 | 0.013 |
| Scholarly communication | 0.009 | 0.005 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.008 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".