Exploring school principals' responses to the needs of Somali immigrant students
Bibliographic record
Abstract
This paper explored school principals’ responses in addressing the perceived educational needs of Somali immigrant/refugee students; and explored how school principals might seek to create culturally responsive and inclusive schools that build a partnership with Somali families. This qualitative exploratory study combined aspects of convenience and purposeful sampling to learn about how the school principals addressed the needs of the Somali immigrant students; and the extent to which they sought to create inclusive schools and build partnerships with the Somali families. We conducted interviews with a total of three school principals in three different schools who served these students and their families. This study shows that in the initial contact with Somali students, the school principals had very little awareness and experience in dealing with Somali refugee and immigrant students who continue to face challenges in adjusting into their schools. To address the educational needs of Somali students requires an approach that transcends the provision of ESL classes. It also requires a transformative leadership approach that advocates for the needs of both the students and the parents and seeks to establish multicultural and mentoring programs which could play a role in better meeting the educational needs of all students.
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 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 | 0.001 | 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".