| Literature DB >> 34790344 |
Chi Zhang1, Niu Qing1, Sifeng Zhang1.
Abstract
As the aging continues, China has become the country with the largest older population. In order to ensure the well-being of older adults in their later years, the whole society is increasingly concerned about the mental health of older adults. In 2019, we conduct a questionnaire survey in Shaanxi Province. Stratified random sampling is used to select three representative cities, and 677 samples are selected from the survey results for research. By using the structural equation model, we aim to reveal the mechanism of leisure activities' influence on mental health of the older adults and verify whether social support and perceived stress play a mediating role. The study finds that the older adults' leisure activities have no significant direct impact on mental health. Social support has a significant mediating effect between leisure activities and mental health of the older adults. Leisure activities indirectly affect the mental health of the older adults through social support, and participation in leisure activities can improve the social support of the older adults, thus improving the mental health level of the older adults. Perceived stress plays a significant mediating role between leisure activities and mental health of the older adults. By participating in leisure activities, the perceived stress of the older adults will be reduced, thus improving their mental health. Social support and perceived stress play a sufficient mediating role in the influence of leisure activities on mental health.Entities:
Mesh:
Year: 2021 PMID: 34790344 PMCID: PMC8592769 DOI: 10.1155/2021/6264447
Source DB: PubMed Journal: J Healthc Eng ISSN: 2040-2295 Impact factor: 2.682
Figure 1Framework for analyzing factors influencing mental health of older adults.
Descriptive statistics of variables.
| Latent variable | Question | Number | Definition | Mean | Standard deviation |
|---|---|---|---|---|---|
| Leisure activities | To participate in leisure activities | A1 | 0–7 | 1.19 | 1.210 |
| Social support | Do you have a good relationship with your neighbors and friends? | B1 | 1 = very discordant; 2 = disharmony; 3 = in general; 4 = more harmonious; 5 = very harmonious | 4.32 | 0.785 |
| Do you often help each other with your neighbors and friends? | B2 | 1 = never; 2 = mostly not; 3 = generally; 4 = often; 5 = always | 4.12 | 0.921 | |
| Do you often have activities and chat with neighbors and friends? | B3 | 1 = never; 2 = mostly not; 3 = generally; 4 = often; 5 = always | 4.28 | 0.994 | |
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| Perceived stress | Are you worried about being left unattended? | C1 | 1 = very worried; 2 = quite worried; 3 = fairly worried; 4 = not worried; 5 = not worried at all | 3.36 | 1.496 |
| Worrying about having no money for the future | C2 | 1 = very worried; 2 = quite worried; 3 = fairly worried; 4 = not worried; 5 = not worried at all | 3.11 | 1.379 | |
| Main illness | C3 | 0–5 | 3.24 | 0.569 | |
| Physical condition | C4 | 1 = very poor; 2 = poor; 3 = fair; 4 = better; 5 = very good | 3.47 | 1.084 | |
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| Mental health | Satisfaction with life condition | D1 | 1 = very dissatisfied; 2 = dissatisfied; 3 = fair; 4 = more satisfied; 5 = very satisfied | 4.00 | 0.904 |
| Freedom of life | D2 | 1 = very unfree; 2 = not free; 3 = fair; 4 = more free; 5 = very free | 4.34 | 0.789 | |
| Whether the older adults feel lonely | D3 | 1 = always; 2 = often; 3 = sometimes; 4 = rarely; 5 = never | 4.00 | 0.984 | |
| Self-evaluation of the current mental state | D4 | 1 = very poor; 2 = poor; 3 = fair; 4 = better; 5 = very good | 4.19 | 0.931 | |
Statistical characteristics of the samples.
| Variables | Classification | Number | Frequency (%) |
|---|---|---|---|
| Age | 60 years old and above | Mean value.70.41; standard deviation.7.08 | |
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| Gender | Male | 261 | 38.6 |
| Female | 416 | 61.4 | |
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| Education | Elementary school | 292 | 43.1 |
| Junior high school | 193 | 28.5 | |
| High school/junior high school | 137 | 20.2 | |
| College | 38 | 5.6 | |
| Bachelor's degree or above | 17 | 2.5 | |
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| Marriage | Unmarried | 10 | 1.46 |
| Married | 489 | 71.60 | |
| Divorced | 10 | 1.46 | |
| Widowed | 174 | 25.48 | |
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| Household registration | Urban | 389 | 57.5 |
| Rural | 288 | 42.5 | |
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| Whether living alone | No | 551 | 81.4 |
| Yes | 126 | 18.6 | |
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| Pre-retirement work | Civil servants | 43 | 6.4 |
| Employees of enterprise units | 269 | 39.7 | |
| Individual operators | 20 | 3.0 | |
| Farmers | 270 | 39.9 | |
| Migrant workers | 26 | 3.8 | |
| Others | 49 | 7.2 | |
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| Activities of daily living (ADL) | 0∼6 | Mean value.0.05; standard deviation.0.43 | |
Convergent validity test results.
| Latent variable | Number | Parameter significance estimation | Factor load | Composite reliability | Average variance extraction | Cronbach's alpha | |||
|---|---|---|---|---|---|---|---|---|---|
| Unstd. | SE |
|
| Std. | CR | AVE | |||
| Leisure activities | A1 | 0.880 | 0.727 | — | — | — | |||
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| Social support | B1 | 1.000 | 0.757 | 0.854 | 0.663 | 0.846 | |||
| B2 | 1.422 | 0.070 | 20.384 |
| 0.918 | ||||
| B3 | 1.264 | 0.065 | 19.541 |
| 0.756 | ||||
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| Perceived stress | C4 | 1.000 | 0.598 | 0.639 | 0.308 | 0.601 | |||
| C3 | 0.510 | 0.058 | 8.728 |
| 0.581 | ||||
| C2 | 1.121 | 0.133 | 8.458 |
| 0.528 | ||||
| C1 | 1.171 | 0.141 | 8.306 |
| 0.508 | ||||
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| Mental health | D1 | 1.000 | 0.598 | 0.796 | 0.498 | 0.791 | |||
| D2 | 0.933 | 0.073 | 12.714 |
| 0.639 | ||||
| D3 | 1.318 | 0.096 | 13.764 |
| 0.724 | ||||
| D4 | 1.443 | 0.101 | 14.337 |
| 0.838 | ||||
Note. The symbol means significant at the 0.1% level, means significant at the 1% level, and means significant at the 5% level.
Differential validity test results.
| Social support | Leisure activities | Mental health | Perceived stress | |
|---|---|---|---|---|
| Social support |
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| Leisure activities | 0.225 |
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| Mental health | 0.553 | 0.212 |
| |
| Perceived stress | 0.204 | 0.109 | 0.603 |
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Note. The value on the diagonal represents the square root of AVE, and the value below the diagonal is the correlation coefficient among the potential variables.
Model fit test results.
| Fit index classification | Model fit value test results | Standard | Fit result | |
|---|---|---|---|---|
| Absolute fit index | GFI | 0.948 | >0.9 | Perfect |
| AGFI | 0.919 | >0.9 | Perfect | |
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| Value-added fitness index | NFI | 0.912 | >0.9 | Perfect |
| IFI | 0.930 | >0.9 | Perfect | |
| TLI | 0.907 | >0.9 | Perfect | |
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| Simplicity fit index | PGFI | 0.608 | >0.5 | Perfect |
| PNFI | 0.691 | >0.5 | Perfect | |
| CMIN/DF | 4.495 | <5.0 | Perfect | |
Figure 2Structural equation model of mental health of older adults.
Model path coefficient test.
| Path | Nonstandardized coefficient | SE | CR |
| Results |
|---|---|---|---|---|---|
| Leisure activities ⟶ perceived stress | 0.093 | 0.043 | 2.139 |
| Significant |
| Leisure activities ⟶ social support | 0.146 | 0.035 | 4.170 |
| Significant |
| Perceived stress ⟶ mental health | 0.435 | 0.053 | 8.224 |
| Significant |
| Social support ⟶ mental health | 0.431 | 0.044 | 9.707 |
| Significant |
| Leisure activities ⟶ mental health | 0.024 | 0.029 | 0.852 | 0.394 | Not significant |
Note. The symbol means significant at the 0.1% level, means significant at the 1% level, and means significant at the 5% level.
Tests of mediating effects on mental health of older adults.
| Point estimation | Product of coefficients | Bootstrapping | |||||
|---|---|---|---|---|---|---|---|
| Bias-corrected 95% CI | Percentile 95% CI | ||||||
| SE |
| Lower | Upper | Lower | Upper | ||
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| Leisure activities ⟶ social support ⟶ mental health | 0.063 | 0.016 | 3.938 | 0.034 | 0.100 | 0.033 | 0.098 |
| Leisure activities ⟶perceived stress ⟶ mental health | 0.040 | 0.021 | 1.905 | 0.003 | 0.084 | 0.001 | 0.082 |
| Total indirect effect | 0.103 | 0.030 | 3.433 | 0.047 | 0.168 | 0.044 | 0.165 |
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| Leisure activities ⟶ mental health | 0.024 | 0.029 | 0.828 | −0.033 | 0.082 | −0.032 | 0.084 |
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| Leisure activities⟶ mental health | 0.128 | 0.034 | 3.765 | 0.064 | 0.197 | 0.063 | 0.197 |
Note. 5000 bootstrap samples.