| Literature DB >> 35284360 |
Hua-Lei Yang1, Shuo Zhang1, Wen-Chao Zhang1, Zheng Shen2, Jia-Hao Wang1, Si-Meng Cheng1, Yi-Wen Tao1, Si-Qing Zhang1, Li-Xingzi Yang1, Yi-Dan Yao1, Lin Xie3, Li-Li Tang4, Yuan-Yang Wu1, Zhi-Yun Li5.
Abstract
Purpose: The social support theory suggested that involving older people in social activities could increase their level of social participation and interaction, which in turn improved their well-being. However, there has been a heated controversy about whether participating in volunteer services could enhance the well-being of older people, especially for the Chinese sample. Method: Based on the data from the China Health and Retirement Longitudinal Study (CHARLS) in 2013, this paper used an ordered probit model to examine the impact of older people's participation in volunteer services on their well-being, as well as the differences in the impact across groups and the specific transmission mechanism. Result: The empirical study found that Chinese older people's participation in volunteerism significantly enhanced their well-being, which remained robust after eliminating the possible effects of self-selection. Further heterogeneity analysis revealed that for female, non-party members and older adults with good economic status, participation in volunteerism has a higher increase in well-being. The mediating effect test indicated that older people's participation in volunteerism affected well-being mainly through enhancing positive emotions.Entities:
Keywords: older people; positive emotion; propensity score match; volunteer service; well-being
Mesh:
Year: 2022 PMID: 35284360 PMCID: PMC8914025 DOI: 10.3389/fpubh.2022.777178
Source DB: PubMed Journal: Front Public Health ISSN: 2296-2565
Variable definition.
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| Happiness ( | Not satisfied at all = 1, not very satisfied = 2, relatively satisfied = 3, very satisfied = 4, extremely satisfied = 5 |
| Volunteer service ( | Participating in voluntary service = 1, not participating in voluntary service = 0 |
| Gender ( | Male = 1, female = 0 |
| Age ( | 2013-year of birth |
| ADL ( | Activities of Daily Living, whether there were difficulties in dressing, eating, bathing, getting in and out of bed, going to the toilet, and controlling bowel movements. Continuous variable. The higher the value, the greater the difficulty. |
| IADL ( | Instrumental Activity of Daily Living, whether there were difficulties in doing housework, cooking, shopping, making phone calls, taking medicine, and managing money. Continuous variable. The larger the value, the greater the difficulty. |
| Chronic disease ( | Number of chronic diseases |
| Partner ( | With partner =1, no partner =0 |
| Live with children ( | Yes = 1, no = 0 |
| Number of family members ( | Number of family members |
| Children's financial support ( | The sum of money and material provided by children in the past year, and taking the logarithm. |
| political look ( | Chinese Communist Party member = 1, others = 0 |
| Years of education ( | Illiterate = 0, unfinished primary school or private school = 3, primary school graduation = 6, junior middle school graduation = 9, high school or technical secondary school graduation = 12, college graduation = 15, undergraduate graduation = 16, master graduation = 19 |
| Pension insurance ( | Having pension insurance = 1, not having pension insurance = 0 |
| City ( | Urban = 1, rural = 0 |
| Working status ( | With work =1, no work = 0 |
| Economic status ( | The sum of personal financial assets (cash, deposits of financial institutions, bonds, stocks, and funds), and taking the logarithm. |
| Positive emotion ( | The higher the value, the more positive. |
| Negative emotion ( | The higher the value, the more negative. |
The name of variable in the model were indicated in parentheses.
Descriptive statistics of variables.
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| Happiness | 3.151 | 0.744 | 1 | 5 | 3.262*** | 0.754 | 3.138 | 0.742 |
| Volunteer | 0.102 | 0.303 | 0 | 1 | – | – | – | – |
| Gender | 0.464 | 0.499 | 0 | 1 | 0.480 | 0.500 | 0.462 | 0.499 |
| Age | 67.958 | 6.346 | 60 | 95 | 66.231*** | 5.324 | 68.155 | 6.423 |
| Cdisease | 1.529 | 1.399 | 0 | 8 | 1.578 | 1.442 | 1.523 | 1.394 |
| Adl | 0.712 | 1.688 | 0 | 17 | 0.602 | 1.308 | 0.724 | 1.726 |
| Iadl | 1.724 | 3.178 | 0 | 18 | 1.087*** | 2.104 | 1.796 | 3.271 |
| Partner | 0.819 | 0.385 | 0 | 1 | 0.822 | 0.383 | 0.818 | 0.386 |
| Hhsize | 4.648 | 1.733 | 1 | 15 | 4.722 | 1.806 | 4.64 | 1.724 |
| Livechild | 0.471 | 0.499 | 0 | 1 | 0.500 | 0.501 | 0.468 | 0.499 |
| Lnfinsup | 6.596 | 2.953 | 0 | 12.567 | 6.709 | 2.814 | 6.584 | 2.968 |
| Party | 0.126 | 0.332 | 0 | 1 | 0.149 | 0.356 | 0.124 | 0.329 |
| Edu | 4.094 | 3.830 | 0 | 19 | 4.936*** | 4.076 | 3.998 | 3.790 |
| Pension | 0.903 | 0.295 | 0 | 1 | 0.904 | 0.294 | 0.903 | 0.295 |
| Work | 0.531 | 0.499 | 0 | 1 | 0.627*** | 0.484 | 0.520 | 0.500 |
| Lnasset | 5.985 | 3.119 | 0 | 13.999 | 6.508*** | 3.213 | 5.926 | 3.102 |
| Urban | 0.377 | 0.485 | 0 | 1 | 0.400 | 0.490 | 0.375 | 0.484 |
| Negative | 2.814 | 3.332 | 0 | 15 | 2.807 | 3.133 | 2.815 | 3.354 |
| Positive | 2.779 | 2.08 | 0 | 6 | 3.211*** | 2.052 | 2.730 | 2.078 |
***, ** and *, respectively, indicate the significance of the t-test results of the difference between the volunteer service group and the non-volunteer service group at the statistical level of 1, 5, and 10%.
Basic regression results.
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| Volunteer | 0.179*** | 0.207*** | 0.124*** | 0.139*** |
| (0.055) | (0.056) | (0.037) | (0.037) | |
| Gender | −0.012 | −0.003 | ||
| (0.037) | (0.025) | |||
| Age | 0.019*** | 0.013*** | ||
| (0.003) | (0.002) | |||
| Cdisease | −0.044*** | −0.029*** | ||
| (0.012) | (0.008) | |||
| Adl | −0.043*** | −0.030*** | ||
| (0.012) | (0.008) | |||
| Iadl | −0.018*** | −0.013*** | ||
| (0.007) | (0.005) | |||
| Partner | 0.120** | 0.075** | ||
| (0.051) | (0.034) | |||
| Hhsize | −0.000 | 0.001 | ||
| (0.012) | (0.008) | |||
| Livechild | 0.077** | 0.049** | ||
| (0.038) | (0.025) | |||
| Lnfinsup | 0.025*** | 0.016*** | ||
| (0.006) | (0.004) | |||
| Party | 0.048 | 0.031 | ||
| (0.054) | (0.035) | |||
| Edu | −0.021*** | −0.014*** | ||
| (0.005) | (0.003) | |||
| Pension | 0.121** | 0.085** | ||
| (0.057) | (0.038) | |||
| Work | −0.033 | −0.024 | ||
| (0.039) | (0.026) | |||
| Lnasset | 0.019*** | 0.013*** | ||
| (0.006) | (0.004) | |||
| Urban | 0.113*** | 0.071*** | ||
| (0.039) | (0.025) | |||
| Cons | 3.138*** | 2.054*** | ||
| (0.012) | (0.156) | |||
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| 4,403 | 4,403 | 4,403 | 4,403 |
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| 0.003 | 0.042 | ||
These in brackets are standard errors; ***, ** and * indicate the significance at the statistical level of 1, 5, and 10%, respectively.
Balance test.
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| Gender | Before matching | 0.480 | 0.462 | 3.6 | 98.8 | 0.72 | 0.473 |
| After matching | 0.480 | 0.480 | 0.0 | 0.01 | 0.995 | ||
| Age | Before matching | 66.231 | 68.155 | −32.6 | 97.1 | −6.12 | 0.000 |
| After matching | 66.231 | 66.176 | 0.9 | 0.15 | 0.877 | ||
| Cdisease | Before matching | 1.578 | 1.523 | 3.9 | 5.2 | 0.79 | 0.432 |
| After matching | 1.578 | 1.526 | 3.7 | 0.54 | 0.586 | ||
| Adl | Before matching | 0.602 | 0.724 | −8.0 | 78.7 | −1.45 | 0.147 |
| After matching | 0.602 | 0.576 | 1.7 | 0.29 | 0.776 | ||
| Iadl | Before matching | 1.087 | 1.796 | −25.8 | 90.2 | −4.50 | 0.000 |
| After matching | 1.087 | 1.017 | 2.5 | 0.48 | 0.630 | ||
| Partner | Before matching | 0.822 | 0.818 | 1.0 | 36.6 | 0.20 | 0.841 |
| After matching | 0.822 | 0.825 | −0.6 | −0.10 | 0.923 | ||
| Hhsize | Before matching | 4.722 | 4.640 | 4.7 | 69.2 | 0.95 | 0.340 |
| After matching | 4.722 | 4.748 | −1.4 | −0.21 | 0.832 | ||
| Livechild | Before matching | 0.500 | 0.468 | 4.3 | 77.0 | 0.85 | 0.394 |
| After matching | 0.500 | 0.506 | −1.0 | −0.15 | 0.879 | ||
| Lnfinsup | Before matching | 6.709 | 6.584 | 4.3 | 77.0 | 0.85 | 0.394 |
| After matching | 6.709 | 6.738 | −1.0 | −0.15 | 0.879 | ||
| Party | Before matching | 0.149 | 0.124 | 7.3 | 98.2 | 1.52 | 0.128 |
| After matching | 0.149 | 0.148 | 0.1 | 0.02 | 0.985 | ||
| Edu | Before matching | 4.936 | 3.999 | 23.8 | 92.5 | 4.93 | 0.000 |
| After matching | 4.936 | 4.865 | 1.8 | 0.27 | 0.791 | ||
| Pension | Before matching | 0.904 | 0.903 | 0.4 | −85.2 | 0.07 | 0.941 |
| After matching | 0.904 | 0.906 | −0.7 | −0.10 | 0.918 | ||
| Work | Before matching | 0.627 | 0.520 | 21.6 | 93.9 | 4.29 | 0.000 |
| After matching | 0.627 | 0.633 | −1.3 | −0.20 | 0.842 | ||
| Lnasset | Before matching | 6.508 | 5.926 | 18.4 | 87.0 | 3.75 | 0.000 |
| After matching | 6.508 | 6.432 | 2.4 | 0.37 | 0.713 | ||
| Urban | Before matching | 0.400 | 0.375 | 5.2 | 60.5 | 1.05 | 0.293 |
| After matching | 0.400 | 0.390 | 2.1 | 0.31 | 0.759 | ||
Average processing effect of participation in volunteer services on well–being.
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| K-nearest neighbor matching | Before matching | 3.262 | 3.138 | 0.124*** | 0.037 |
| After matching | 3.262 | 3.117 | 0.145*** | 0.041 | |
| Radius matching | Before matching | 3.262 | 3.138 | 0.124*** | 0.037 |
| After matching | 3.262 | 3.127 | 0.133*** | 0.038 | |
| Kernel matching | Before matching | 3.262 | 3.138 | 0.124*** | 0.037 |
| After matching | 3.262 | 3.127 | 0.136*** | 0.038 |
***, ** and *, respectively, indicate the significance of variables at the statistical level of 1, 5, and 10%; The matched standard error is obtained by bootstrap method, and the self-service sample is 500.
Heterogeneity test results.
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| K-nearest neighbor matching | 2,031 | 0.115* | 0.062 | 2,335 | 0.141** | 0.056 |
| Radius matching | 2,028 | 0.114** | 0.055 | 2,328 | 0.143*** | 0.054 |
| Kernel matching | 2,031 | 0.116** | 0.055 | 2,335 | 0.156*** | 0.050 |
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| K-nearest neighbor matching | 516 | 0.006 | 0.093 | 3,838 | 0.158*** | 0.043 |
| Radius matching | 508 | 0.028 | 0.099 | 3,836 | 0.148*** | 0.042 |
| Kernel matching | 516 | 0.031 | 0.092 | 3,838 | 0.152*** | 0.043 |
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| K-nearest neighbor matching | 2,451 | 0.135** | 0.054 | 1,916 | 0.115 | 0.076 |
| Radius matching | 2,451 | 0.134*** | 0.045 | 1,912 | 0.116* | 0.067 |
| Kernel matching | 2,451 | 0.128*** | 0.045 | 1,916 | 0.129* | 0.068 |
***, ** and *, respectively, indicate the significance of variables at the statistical level of 1, 5, and 10%; The matched standard error bootstrap shows that there are 500 self-service samples; The sample size here is the sample in the common support interval.
Test results of mediating effect.
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| Volunteer | 0.411*** | 0.149* | 0.057 | 0.224*** |
| (0.103) | (0.056) | (0.156) | (0.056) | |
| Positive | 0.189*** | |||
| (0.009) | ||||
| Negative | −0.102*** | |||
| (0.006) | ||||
| Control variables | Yes | Yes | Yes | Yes |
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| 4,403 | 4,403 | 4,403 | 4,403 |
***, ** and *, respectively, indicate the significance of variables at the statistical level of 1, 5, and 10%.