Attitudes Toward Aging And Happiness In Chinese Old Adults：A Mediating Effect of Spirituality
Bibliographic record
Abstract
Abstract Background: Attitudes toward aging in old adults are critical for their adjustment, health-promoting behavior, quality of life and life satisfaction. However, fairly little is known about the inner mechanism between attitudes toward aging and happiness in Chinse old adults. This study examined the relationship between attitudes toward aging and happiness in old adults by introducing the mediator of spirituality in a Chinese context. Methods: A descriptive cross-sectional study among persons aged 50 to 100 years old was carried out in 16 selected cities of 9 provinces (municipality) in Western,Central,and Eastern China. Trained research assistants collected data by face to face interview with the aid of online questionnaire. The Attitude to Aging Questionnaire (AAQ),Howden’ Spirituality Assessment (SA),and Memorial University of Newfoundland Scale of Happiness (MUNSH) were used to measure participants’ attitudes toward aging,spirituality and happiness. Data were analyzed using SPSS 25 and AMOS 24.Results: The mean scores of AAQ and its three domains of psychosocial loss, physical change and psychological growth,spirituality and happiness were 81.85(+10.39), 26.46(+4.97), 28.34(+4.69), 27.01(+4.02),101.06 (+12.88),and 31.72 (+9.87), respectively. Three domains, spirituality and happiness were positively correlated with each other. The spirituality acted as a full mediator on the positive relationship between the two domains of physical change and psychological growth and happiness.Conclusions: First, Chinese old adults’ attitudes toward aging was positive and positively related to spirituality and happiness; second, Chinese old adults’ spirituality was high and positively related to happiness; third, Chinese old adults’ happiness was fair and the significantly positive association between old adults’ attitude toward aging (i.e. physical change and psychological growth) and happiness was entirely due to the growth of spirituality.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 |
| 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 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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".