Māori elders’ perspectives of end-of-life family care: <i>whānau</i> carers as knowledge holders, weavers, and navigators
Bibliographic record
Abstract
Background: There is growing interest in palliative care within Indigenous communities, and within Aotearoa New Zealand, of the significant role that Māori (Indigenous people) families play in caring for older relatives. This study explored the centrality of culture in how Māori extended families ( whānau) in Aotearoa New Zealand interpret and enact family-based care roles within the Māori world ( Te Ao Māori). Methods: Applying Māori-centered and community-based participatory research principles, we examined 17 interviews with older Māori who shared experiences of palliative care for a partner or family member. The thematic analysis used a cultural-discursive framework incorporating Māori principles of wellbeing and values expressed within the care relationship. Results: The findings centered on three whānau roles in palliative care: whānau as (1) Holders and protectors of Māori knowledge; (2) Weavers of spiritual connection; and (3) Navigators in different worlds. Conclusion: The study problematizes the notion of a single ‘primary caregiver’, privileges whānau as an inter-woven relational, dynamic care network, and encourages health professionals to recognize the cultural embeddedness of dominant approaches to palliative care.
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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 | 0.000 | 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".