A Sociocultural Analysis of Death Anxiety among Older Japanese Urbanites in a Citizens' Movement
Bibliographic record
Abstract
By examining the experiences of death anxiety and attitudes toward personal deaths among members of a citizens' movement, the Grave-Free Promotion Society (GFPS), this study considers the applicability of the view that culture and high self-esteem serve as defenses against death anxiety in Japan's changing society. The GFPS promotes the scattering of ashes over the conventional interment of cremated remains in a family grave. GFPS members often lack descendants to care for a family grave, the neglect of which is thought to endanger the deceased's peaceful rest. By returning the dead to nature through ash scattering, the GFPS provides an alternative strategy of managing its members' posthumous well-being. GFPS members often report that their choice of ash scattering has reduced their anxiety about their personal deaths and improved the quality of their lives. Based upon these findings, this study offers some suggestions for increasing cultural sensitivities of test instruments commonly used to examine death anxiety among older persons for use in a Japanese context.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".