Impact of Formal Care Use on Informal Care from Children after the Launch of Long-Term Care Insurance in Shanghai, China
Abstract
:1. Introduction
2. Method
2.1. Design and Sample Selection Criteria
2.2. Dependent Variables: Time Changes in Informal Care
2.3. Independent Variables
2.4. Data Collection
2.5. Statistical Analysis
3. Results
3.1. Characteristics of the Study Sample
3.2. Univariate Analysis
3.3. Associations of Four Care Activities with Relevant Variables Based on Multiple Linear Regression
4. Discussion
4.1. Primary Findings
4.2. Limitations
5. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
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Indepedent Variables | Care Recipients | Caregivers | ||
---|---|---|---|---|
N | % | N | % | |
Total | 407 | 100 | 407 | 100 |
Gender | (missing = 8) | (missing = 49) | ||
Male | 142 | 34.9 | 163 | 40.0 |
Female | 257 | 63.1 | 195 | 47.9 |
Marital status | (missing = 13) | (missing = 43) | ||
Married | 252 | 61.9 | 332 | 81.6 |
Widowed | 138 | 33.9 | 14 | 3.4 |
Unmarried or Divorced | 4 | 1.0 | 18 | 4.4 |
Years of education | (missing = 93) | (missing = 46) | ||
<=6 years | 122 | 30.0 | 17 | 4.2 |
7–9 years | 133 | 32.7 | 94 | 23.1 |
1–12 years | 35 | 8.6 | 136 | 33.4 |
>=13 years | 24 | 5.9 | 114 | 28.0 |
Income(CNY) | (missing = 117) | (missing = 57) | ||
<4000 yuan | 122 | 30.0 | 17 | 4.2 |
4000–6000 yuan | 133 | 32.7 | 94 | 23.1 |
>6000 yuan | 35 | 8.6 | 136 | 33.4 |
Have children younger than 18 years old | (missing = 31) | |||
No | 284 | 75.5 | ||
Yes | 92 | 24.5 | ||
Co-residence | ||||
No | 297 | 73.0 | ||
Yes | 110 | 27.0 | ||
Mean | Median | Mean | Median | |
Age | 81.59 | 82 | 54.44 | 56 |
Number of living children | ||||
Son | 1 | 1 | ||
Daughter | 1.04 | 1 | ||
Health status (self-assessment) | 3.89 | 4 | 2.77 | 3 |
Hours of formal care | 3.88 | 3.00 | ||
Caregiver reaction assessment | ||||
CRA sub1 | 2.76 | 3.00 | ||
CRA sub2 | 2.64 | 3.00 | ||
CRA sub3 | 2.62 | 3.00 | ||
CRA sub4 | 1.16 | 1.00 | ||
CRA sub5 | 1.38 | 1.00 |
Crowding out of Informal Care | ||||||
---|---|---|---|---|---|---|
Indepedent Variables | Total Time | HDL Task Time | ADL Task Time | IADL Task Time | Supervision Time | |
Mean (SD) | Mean (SD) | Mean (SD) | Mean (SD) | Mean (SD) | ||
Care recipient | Total | 12.36 (6.71) | 4.60 (3.59) | 5.50 (3.38) | 0.75 (1.40) | 2.1 (3.060) |
Gender | ||||||
Male | 11.32 (6.87) * | 4.00 (3.69) * | 5.30 (3.30) | 0.61 (1.38) | 1.96 (3.15) | |
Female | 12.99 (6.55) * | 4.98 (3.49) * | 5.60 (3.39) | 0.84 (1.42) | 2.26 (3.02) | |
Age | 0.106 | −0.007 | 0.119 * | 0.012 | 0.106 | |
Marital status | ||||||
Married | 12.11 (6.93) | 4.60 (3.82) | 5.41 (3.50) | 0.68 (1.32) *** | 1.99 (3.07) | |
Widowed | 12.70 (6.12) | 4.77 (3.21) | 5.57 (3.14) | 0.79 (1.34) *** | 2.32 (3.02) | |
Unmarried or Divorced | 19.25 (10.18) | 4.25 (3.40) | 8.00 (2.71) | 3.50 (4.04) *** | 3.50 (4.04) | |
Years of education | ||||||
<=6 years | 12.48 (6.92) | 4.89 (3.75) | 5.37 (3.53) | 0.65 (1.34) | 2.38 (3.17) | |
7–9 years | 12.31 (6.56) | 4.30 (3.67) | 5.69 (3.49) | 0.84 (1.54) | 2.06 (2.94) | |
10–12 years | 12.22 (7.29) | 5.56 (3.65) | 4.58 (3.29) | 0.97 (1.35) | 1.73 (2.93) | |
>=13 years | 13.43 (7.50) | 4.53 (3.00) | 4.86 (3.26) | 0.71 (1.06) | 3.87 (4.02) | |
Income (CNY) | ||||||
<4000 yuan | 12.72 (6.38) | 4.92 (3.38) | 5.71 (3.39) | 0.79 (1.41) | 1.89 (2.91) | |
4000–6000 yuan | 12.09 (7.03) | 4.37 (3.81) | 5.11 (3.32) | 0.76 (1.44) | 2.51 (3.21) | |
>6000 yuan | 11.91 (7.22) | 4.19 (3.66) | 6.07 (3.34) | 0.61 (1.23) | 1.58 (2.89) | |
Co-resident | ||||||
No | 12.26 (6.65) | 4.52 (3.56) | 5.44 (3.43) | 0.72 (1.36) | 2.16 (2.97) | |
Yes | 12.63 (6.89) | 4.78 (3.69) | 5.64 (3.31) | 0.84 (1.52) | 2.06 (3.30) | |
Number of children | ||||||
Sons | 0.02 | −0.011 | 0.013 | 0.06 | 0.11 | |
Daughters | 0.027 | −0.078 | 0.092 | −0.061 | 0.046 | |
Health status (self-assessment) | 0.188 *** | 0.091 | 0.237 *** | −0.046 | 0.036 | |
Hours of formal care | 0.498 *** | 0.250 *** | 0.562 *** | 0.096 | 0.158 ** | |
Caregiver | Gender | |||||
Male | 13.02 (6.68) | 4.79 (3.57) | 5.86 (3.42) | 1.02 (1.51) ** | 2.19 (3.00) | |
Female | 12.01 (6.77) | 4.50 (3.60) | 5.31 (3.39) | 0.52 (1.27) ** | 2.20 (3.18) | |
Age | −0.014 | −0.093 | 0.096 | −0.081 | 0.008 | |
Marital status | ||||||
Married | 12.56 (6.79) | 4.49 (3.48) ** | 5.62 (3.38) | 0.80 (1.44) | 2.23 (3.10) | |
Widowed | 11.42 (4.82) | 5.17 (2.52) ** | 5.43 (3.42) | 0.45 (0.82) | 2.08 (2.71) | |
Unmarried or Divorced | 13.56 (6.10) | 7.39 (4.47) ** | 5.06 (3.76) | 0.38 (1.26) | 0.88 (2.39) | |
Years of education | ||||||
<=6 years | 12.94 (6.99) | 5.27 (3.94) | 6.35 (4.26) * | 0.40 (0.91) | 1.59 (2.67) | |
7–9 years | 12.47 (6.25) | 4.73 (3.59) | 5.85 (3.26) * | 0.61 (1.39) | 2.10 (3.01) | |
10–12 years | 13.11 (6.82) | 4.70 (3.52) | 5.97 (3.38) * | 0.81 (1.45) | 2.22 (3.15) | |
>=13 years | 11.65 (6.62) | 4.44 (3.69) | 4.86 (3.30) * | 0.75 (1.32) | 2.02 (3.03) | |
Income | ||||||
<4000 yuan | 12.01 (5.62) | 4.90 (3.54) | 6.02 (3.21) * | 0.42 (1.11) * | 1.17 (2.47) ** | |
4000–6000 yuan | 12.43 (7.30) | 4.30 (3.47) | 5.61 (3.61) * | 0.84 (1.52) * | 2.34 (3.18) ** | |
>6000 yuan | 12.89 (6.59) | 5.18 (4.08) | 4.71 (3.26) * | 0.86 (0.95) * | 2.67 (3.05) ** | |
Have children younger than 18 years-old | ||||||
No | 12.14 (6.61) | 4.34 (3.48) | 5.59 (3.45) | 0.79 (1.44) | 2.22 (3.04) | |
Yes | 13.13 (6.94) | 5.2 (4.07) | 5.2 (3.11) | 0.76 (1.38) | 2.17 (3.21) | |
Health status (self-assessment) | 0.126 * | 0.069 | 0.194 *** | −0.071 | −0.007 | |
Caregiver reaction assessment | ||||||
CRA sub1 | −0.151 ** | −0.057 | −0.163 ** | −0.066 | −0.137 * | |
CRA sub2 | −0.201 *** | 0.250 *** | −0.192 *** | −0.117 * | −0.130 * | |
CRA sub3 | −0.109 * | 0.009 | −0.080 | 0.025 | −0.119 * | |
CRA sub4 | 0.180 *** | 0.127 ** | 0.147 ** | −0.031 | 0.061 | |
CRA sub5 | 0.230 *** | 0.104 | 0.240 *** | 0.045 | 0.079 |
β Coefficient | 95% CI β Coefficient | SE | Standardized β Coefficient | p | |
---|---|---|---|---|---|
Crowding out of total informal care time (R2 = 0.308; adjusted R2 = 0.299, p < 0.001) | |||||
(Constant) | 0.006 | −0.086–0.097 | 0.046 | 0.905 | |
Hours of formal care | 0.467 | 0.371–0.563 | 0.050 | 0.473 | <0.001 |
Care recipients’ gender | 0.117 | 0.025–0.209 | 0.047 | 0.119 | 0.013 |
Care recipients’ health status (self-assessment) | 0.112 | 0.010–0.214 | 0.052 | 0.108 | 0.032 |
Crowding out of HDL task time (R2 = 0.085; adjusted R2 = 0.076, p < 0.001) | |||||
(Constant) | −0.019 | −0.124–0.086 | 0.053 | 0.718 | |
Hours of formal care | 0.220 | 0.112–0.327 | 0.055 | 0.218 | <0.001 |
CRA sub4 | 0.124 | 0.019–0.229 | 0.053 | 0.127 | 0.021 |
Crowding out of ADL task time (R2 = 0.386; adjusted R2 = 0.376, p = 0.044) | |||||
(Constant) | −0.030 | −0.123–0.063 | 0.047 | 0.522 | |
Hours of formal care | 0.513 | 0.416–0.611 | 0.050 | 0.509 | <0.001 |
Care recipients’ health status (self-assessment) | 0.170 | 0.070–0.270 | 0.051 | 0.160 | 0.001 |
Caregivers’ income (<4000 yuan) | 0.218 | 0.099–0.338 | 0.061 | 0.223 | <0.001 |
Caregivers’ income (4000–6000 yuan) | 0.166 | 0.047–0.285 | 0.060 | 0.170 | 0.006 |
CRA sub5 | 0.098 | 0.003–0.194 | 0.049 | 0.097 | 0.044 |
Crowding out of IADL task time (R2 = 0.121; adjusted R2 = 0.109, p < 0.001) | |||||
(Constant) | 0.012 | −0.098–0.121 | 0.056 | 0.835 | |
CRA sub3 | −0.228 | −0.339–−0.116 | 0.057 | −0.223 | <0.001 |
Caregivers’ gender | −0.183 | −0.292–−0.074 | 0.055 | −0.182 | 0.001 |
Caregivers’ income (<4000 yuan) | −0.258 | −0.394–−0.121 | 0.069 | −0.257 | <0.001 |
Caregivers’ income (4000–6000 yuan) | −0.142 | −0.276–−0.007 | 0.068 | −0.144 | 0.039 |
Crowding out of supervision time (R2 = 0.130; adjusted R2 = 0.118, p = 0.014) | |||||
(Constant) | 0.020 | −0.090–0.129 | 0.056 | 0.721 | |
Caregivers’ income (<4000 yuan) | −0.336 | −0.472–−0.199 | 0.069 | −0.320 | <0.001 |
Caregivers’ income (4000–6000 yuan) | −0.166 | −0.287–−0.045 | 0.061 | −0.156 | 0.007 |
Hours of formal care | 0.155 | 0.043–0.267 | 0.057 | 0.157 | 0.007 |
CRA sub2 | −0.181 | −0.314–−0.049 | 0.067 | −0.185 | 0.007 |
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Zhang, H.; Zhang, X.; Zhao, Y.; Huang, J.; Liu, W. Impact of Formal Care Use on Informal Care from Children after the Launch of Long-Term Care Insurance in Shanghai, China. Int. J. Environ. Res. Public Health 2020, 17, 2938. https://doi.org/10.3390/ijerph17082938
Zhang H, Zhang X, Zhao Y, Huang J, Liu W. Impact of Formal Care Use on Informal Care from Children after the Launch of Long-Term Care Insurance in Shanghai, China. International Journal of Environmental Research and Public Health. 2020; 17(8):2938. https://doi.org/10.3390/ijerph17082938
Chicago/Turabian StyleZhang, Huimin, Xiaoyi Zhang, Youhua Zhao, Jianfeng Huang, and Wenwei Liu. 2020. "Impact of Formal Care Use on Informal Care from Children after the Launch of Long-Term Care Insurance in Shanghai, China" International Journal of Environmental Research and Public Health 17, no. 8: 2938. https://doi.org/10.3390/ijerph17082938
APA StyleZhang, H., Zhang, X., Zhao, Y., Huang, J., & Liu, W. (2020). Impact of Formal Care Use on Informal Care from Children after the Launch of Long-Term Care Insurance in Shanghai, China. International Journal of Environmental Research and Public Health, 17(8), 2938. https://doi.org/10.3390/ijerph17082938