Leading by Example: A Model of Organizational Citizenship Behavior for the Environment
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
Abstract Organizational citizenship behaviors for the environment (OCBEs), which are based on individual, voluntary and informal initiatives, are increasingly considered as an essential ingredient of corporate greening. Drawing on the emerging literature on this issue, this paper explores the determinants and consequences of managers' OCBEs. A study of 304 managers from the manufacturing sector allowed us to validate a new model of managers' OCBEs based on structural equation modeling. The model shows the role of environmental values and perceived behavioral control (PBC) in the adoption of OCBEs. As expected, the model also shows positive and significant relationships between OCBEs, environmental management practices and performance in this area. The study sheds new light on the impacts of OCBEs and explores the reasons why they can be used to lead by example and to improve environmental performance. Copyright © 2013 John Wiley & Sons, Ltd and ERP Environment
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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