Understanding the influence of organizational culture and group dynamics on organizational change and learning
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
Purpose The purpose of this study is to investigate the relationship between organizational culture, group dynamics, and organizational learning in the context of organizational change. Design/methodology/approach A case study was used to examine cultural and group level factors that potentially influence groups' learning in the context of organizational change. Findings Major themes that emerged as influencing organizational change and learning were a culture of mistrust, changing psychological contracts, differing occupational cultures, power differential between groups, and leadership. Practical implications When initiating change efforts, an organization needs to assess and understand what aspects of the culture can be facilitators or hindrances and what aspects of the group structures the organization can use to facilitate learning. Originality/value This study extends research in the area of group and organizational learning by identifying group and cultural phenomena that, when manifested, had significant influence on group members' response to organizational change and their capacity to learn. In particular, this study highlights the need to be aware of the characteristics unique to the organization and its culture.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| 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 it