Mourning rituals impact grief outcomes in East and Southeast Asia: A mixed-methods review
Bibliographic record
Abstract
Grief expression and coping mechanisms following death vary across cultures, with East and Southeast Asian societies particularly emphasizing cultural practices and rituals. This review investigates the role of mourning rituals in bereavement in these regions. We reviewed literature across PubMed, PsycINFO, and Web of Science databases, finding 10 studies reporting post-funeral rituals and grief outcomes in East and Southeast Asia. We categorize four central themes in which rituals aid post-loss adjustment: (1) death as a private matter, (2) the importance of family support, (3) mourning as an expression of filial piety, and (4) continuing bonds with the deceased. The review suggests that these rituals serve as an important tool for recovery, offering support during the mourning process and helping individuals adjust in the long term. Mental health professionals should consider these cultural practices when supporting grieving clients.
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.005 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".