Value-Based Leadership in Organizations: Balancing Values, Interests, and Power Among Citizens, Workers, and Leaders
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
The purpose of this article is to introduce a model of value-based leadership. The model is based on tensions among values, interests, and power (VIP); and tensions that take place within and among citizens, workers, and leaders (CWL). The VIP-CWL model describes the forces at play in the promotion of value-based practice and formulates recommendations for value-based leadership. The ability to enact certain values is conditioned by power and personal interests of communities, workers, and leaders of organizations. People experience internal conflicts related to VIP as well as external conflicts related to disagreements with the CWL. Value-based practice is predicated on the ability to alleviate these tensions. Leaders have 4 main roles in promoting value-based practice: (a) clarify values, (b) promote personal harmony among VIP, (c) enhance congruence of VIP among CWL, and (d) confront people and groups subverting values or abusing power to promote personal interests.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 | 0.001 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.003 |
| 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