Bibliographic record
Abstract
The main purpose of this field study is to evaluate the current change process of the X Campus Business Program Design and to identify the associated risks, challenges and opportunities in relation to the impacts it has on the faculty members at ABC Burnaby Campus.By choosing a project charter as a model to develop a contract to commence this project, we attempted to give a clear image about what, why, when, how, and where I will do this project to satisfy our client's needs.We embarked on a series of interviews with both committee and faculty members to glean data about the different perspectives towards this change initiative.We used the eight factors of the Inspire Action Method for Leading Organizational Change to analyze the collected data and to make a comparison between committee and faculty members.The eight factors are Strategic alignment, Business case, Change leadership, Communication, Stakeholder perspective, Create commitment, Resilient teams, and Aligned performance.I found a large gap between the knowledge and perception of committee members and those of professors who will be impacted by this change.Based on the research result, this literature review explores the role of commitment to organizational change.Main topics discussed are source of commitment, how it supports the organizational change, and how to develop commitment in change.Finally, there is a summary of key learning's from the field research, with specific focus on dynamic teams which included the instructor, the team, and self-learning.
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.
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 | 0.007 | 0.011 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.004 |
| Scholarly communication | 0.008 | 0.003 |
| Open science | 0.001 | 0.007 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.005 | 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 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".