Grow through what you go through: A qualitative description of South Asian immigrant mothers’ NICU experiences
Bibliographic record
Abstract
While existing research highlights the challenges mothers face in the Neonatal Intensive Care Unit, there is limited understanding of the specific experiences of South Asian immigrant mothers in this context. To describe and understand the experiences of South Asian immigrant mothers in the Neonatal Intensive Care Unit. Employed qualitative descriptive methodology, engaging four participants through semi-structured interviews and a demographic questionnaire. Data was analyzed via content analysis. Four key themes emerged: Seeking to Understand, The Impact of South Asian Culture on the Neonatal Intensive Care Unit Experience, Becoming a Mother One Step at a Time, and Circle of Care. South Asian immigrant mothers encounter numerous challenges in the Neonatal Intensive Care Unit, such as language barriers, societal perceptions, maternal self-doubt, and the complexities of navigating motherhood. These challenges highlight the importance of healthcare professionals such as nurses offering tailored and culturally-sensitive care to families.
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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 | 0.000 | 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 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".