Pain, Depression, and Health-Related Quality of Life of Older Haenyeos (Women Divers)
Bibliographic record
Abstract
This study aimed to provide basic data in order to develop effective intervention plans to improve the health-related quality of life of older haenyeos (professional female free divers). The study’s participants consisted of older haenyeos (≥65 years old) from seven fishing villages on Jeju Island, Korea. Data were collected using a questionnaire-based survey method, and the responses of 149 participants were analyzed. The participants’ mean pain score was 2.43 out of 5 points and their mean score for health-related quality of life was 61.18 out of 100 points. Depression was the strongest factor influencing health-related quality of life; other influencing factors included pain, the number of drug side effects, number of drugs prescribed, age, and diving time. Intervention plans for chronic-disease management and self-management programs tailored to the characteristics of older haenyeos are needed for the effective control of depression, pain, and improvement in their health-related quality of life.
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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 | 0.012 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 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".