Cultural Intelligence of Expatriate Health Workers in an Inuit Context: An Exploration of Managerial Competency Profiles
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
Developing cultural diversity skills is a major ethical challenge for organizations operating within marginalized communities. This study defines cultural intelligence profiles us a two-step approach. In the first step, managers (n = 31) are invited to complete a Cultural Intelligence Quotient Assessment Test to identify and describe different managerial profiles. In the second step, semi-structured interviews are conducted (n = 17) to better understand the characteristics of the managerial profiles developed in phase one. The findings indicate that there are three typical managerial profiles: (1) The opportunist, (2) the modern missionary, and (3) the seasoned sage. These managerial profiles highlight the emerging dynamics of the cultural intelligence model and provide a better understanding of the career trajectories of managers in the healthcare sector. The results also have important managerial implications, particularly concerning strategies for training managers working with marginalized populations.
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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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