|
Variables
|
Definition
|
Assignment
|
|
|---|---|---|---|
|
Upward mobility
|
Receiving daily care
|
The assistance provided by adult children (including their spouses) to the elderly in household chores and daily activities is measured on a four-point scale: "1 = rarely, 2 = a few times a month, 3 = at least once a week, 4 = daily." The cumulative frequency of assistance indicates that a higher total frequency reflects a higher level of daily care received by the elderly.
|
≥ 0
|
|
Receiving financial support
|
"The total value of money, food, or gifts provided by adult children to the elderly in the past 12 months?" (1 = below 50 CNY, 2 = 50–99 CNY, 3 = 100–199 CNY, 4 = 200–499 CNY, 5 = 500–999 CNY, 6 = 1000–2999 CNY, 7 = 3000–4999 CNY, 8 = 5000–9999 CNY, 9 = above 10000 CNY). The midpoint of each range and the actual amounts are summed and included in the model.
|
≥ 0
|
|
|
Downward mobility
|
Provide daily care.
|
The assistance that elderly individuals provide to their adult children (including their spouses) with household chores and daily living is measured using a four-point scale: "1 = rarely, 2 = a few times a month, 3 = at least once a week, 4 = daily." The frequencies for each care recipient are summed, with a higher cumulative frequency indicating a higher level of daily care provided by the elderly.
|
≥ 0
|
|
Provide financial support.
|
"The total value of money, food, or gifts given by the elderly to their adult children in the past 12 months?" (1 = under 50 yuan, 2 = 50–99 yuan, 3 = 100–199 yuan, 4 = 200–499 yuan, 5 = 500–999 yuan, 6 = 1000–2999 yuan, 7 = 3000–4999 yuan, 8 = 5000–9999 yuan, 9 = over 10000 yuan). The midpoint of each interval is calculated and summed for those with actual amounts, which is then included in the model.
|
≥ 0
|
|
|
Bidirectional flow.
|
Emotional support.
|
Three questions were asked regarding the emotional closeness between the elderly and their adult children, including their interaction and willingness to listen to personal matters. A three-point scale was used: "1 = Never, 2 = Sometimes, 3 = Often." The scores were summed to obtain an intimacy score for each elderly person with their children, ranging from 3 to 9. The average emotional support score across all children was calculated, with higher scores indicating a greater level of emotional support.
|
≥ 0
|
|
Variable
|
2009(936)
|
2012(936)
|
2015(733)
|
总计(2605)
|
|
|---|---|---|---|---|---|
|
Family Structure
|
intergenerational conflict
|
3.979(1.346)
|
3.655(1.276)
|
3.529(1.196)
|
3.735(1.293)
|
|
Single-Person Household
|
0.218(0.413)
|
0.262(0.440)
|
0.266(0.442)
|
0.248(0.432)
|
|
|
Couple-Only Nuclear Household
|
0.351(0.478)
|
0.476(0.500)
|
0.493(0.500)
|
0.436(0.496)
|
|
|
Standard Nuclear Family
|
0.021(0.145)
|
0.0235(0.152)
|
0.008(0.0886)
|
0.018(0.134)
|
|
|
Deficient Nuclear Family
|
0.010(0.101)
|
0.0143(0.119)
|
0.0184(0.135)
|
0.014(0.117)
|
|
|
Two-Generation Stem Household
|
0.024(0.155)
|
0.103(0.304)
|
0.114(0.319)
|
0.078(0.268)
|
|
|
Three-Generation Stem Family
|
0.085(0.279)
|
0.0828(0.276)
|
0.071(0.257)
|
0.080(0.272)
|
|
|
Skipped-Generation Stem Household
|
0.213(0.410)
|
0(0)
|
0(0)
|
0.076(0.266)
|
|
|
Changes in Family Structure
|
Transition to Single-Person Household
|
0.030(0.171)
|
0.028(0.166)
|
0.061(0.244)
|
|
|
Transition to Couple-Only Nuclear Household
|
0.052(0.223)
|
0.087(0.282)
|
0.083(0.272)
|
||
|
Transition to Two-Generation Stem
Household
|
0.022(0.148)
|
0.015(0.124)
|
0.042(0.193)
|
||
|
Transition to Three-Generation Stem Household
|
0.016(0.129)
|
0.011(0.105)
|
0.037(0.172)
|
||
|
Transition to Skipped-Generation Stem Household
|
0.009(0.097)
|
0.011(0.108)
|
0.025(0.151)
|
||
|
Persistently Single-Person Household
|
0.054(0.228)
|
0.041(0.200)
|
0.103(0.292)
|
||
|
Persistently Couple-Only Nuclear Household
|
0.104(0.305)
|
0.103(0.304)
|
0.211(0.414)
|
||
|
Persistently Two-Generation Stem Household
|
0.005(0.073)
|
0.006(0.080)
|
0.010(0.115)
|
||
|
Persistently Three-Generation Stem Household
|
0.000(0.000)
|
0.000(0.000)
|
0.000(0.000)
|
||
|
Persistently Skipped-Generation Stem Household
|
0.016(0129)
|
0.006(0.082)
|
0.022(0.157)
|
||
|
Intergenerational Support
|
Emotional Support
|
27.39(12.89)
|
27.58(12.63)
|
28.66(12.90)
|
27.82(12.80)
|
|
Receiving Daily Care
|
1.624(2.459)
|
1.221(1.916)
|
1.480(2.221)
|
1.437(2.214)
|
|
|
Providing Daily Care
|
1.974(2.182)
|
0.978(1.537)
|
1.145(1.732)
|
1.382(1.897)
|
|
|
Receiving Financial Support
|
2.504(5.919)
|
8.255(10.03)
|
10.41(10.62)
|
6.793(9.570)
|
|
|
Providing Financial Support
|
0.381(1.947)
|
1.158(3.504)
|
0.809(3.317)
|
0.780(2.993)
|
|
|
Control Variables
|
Number of Sons
|
1.925(1.166)
|
1.904(1.178)
|
1.907(1.172)
|
1.913(1.172)
|
|
Number of Daughters
|
1.727(1.261)
|
1.719(1.268)
|
1.728(1.239)
|
1.724(1.256)
|
|
|
Age
|
71.01(7.653)
|
74.06(7.692)
|
75.86(7.191)
|
73.46(7.790)
|
|
|
Gender
|
0.495(0.500)
|
0.497(0.500)
|
0.503(0.500)
|
0.498(0.500)
|
|
|
Occupation
|
0.934(0.248)
|
0.920(0.271)
|
0.868(0.338)
|
0.911(0.285)
|
|
|
Education
|
0.330(0.470)
|
0.329(0.470)
|
0.342(0.475)
|
0.333(0.471)
|
|
|
Marriage
|
0.643(0.479)
|
0.596(0.491)
|
0.600(0.490)
|
0.614(0.487)
|
|
|
Number of chronic diseases
|
1.687(1.499)
|
1.990(1.659)
|
2.061(1.616)
|
1.900(1.598)
|
|
|
Independent economic income
|
0.040(0.196)
|
0.466(0.499)
|
0.395(0.489)
|
0.293(0.455)
|
|
| Note: Data source: "Rural Elderly Life Welfare Status in Anhui Province" Tracking Survey Data from 2009, 2012, 2015, and 2018. The values in parentheses represent robust standard errors. | |||||
|
Variable
|
Model 1
|
Model 2
|
Model 3
|
Model 4
|
Model5
|
Model 6
|
Model 7
|
|
|---|---|---|---|---|---|---|---|---|
|
Level 1
|
Intercept
|
4.018***
|
4.124***
|
4.092***
|
3.842***
|
3.676***
|
3.854***
|
3.752***
|
|
Age
|
-0.019***
|
-0.014***
|
-0.009*
|
-0.010*
|
-0.009*
|
-0.009*
|
-0.009*
|
|
|
Changes in Family Structure
|
Transition to Single-Person Household
|
-0.340**
|
-0.265*
|
-0.265*
|
-0.260*
|
-0.227*
|
-0.211*
|
|
|
Transition to Couple-Only Nuclear Household
|
-0.379***
|
-0.438***
|
-0.441***
|
-0.424***
|
-0.363***
|
-0.335**
|
||
|
Transition to Two-Generation Stem Household
|
-0.449**
|
-0.525**
|
-0.421**
|
-0.415*
|
-0.327*
|
-0.325*
|
||
|
Transition to Three-Generation Stem Household
|
0.027
|
-0.003*
|
-0.006
|
-0.028
|
0.031
|
0.024*
|
||
|
Transition to Skipped-Generation Stem Household
|
-0.068
|
-0.085
|
-0.080
|
-0.035
|
-0.016
|
0.017
|
||
|
Persistently Single-Person Household
|
-0.203*
|
-0.121
|
-0.125
|
-0.198*
|
-0.017
|
-0.044
|
||
|
Persistently Couple-Only Nuclear Household
|
-0.356***
|
-0.432***
|
-0.434***
|
-0.370***
|
-0.316***
|
-0.273**
|
||
|
Persistently Two-Generation Stem Household
|
-0.468
|
-0.426
|
-0.425
|
-0.413
|
-0.404
|
-0.409
|
||
|
Persistently Skipped-Generation Stem Household
|
-0.209
|
-0.237*
|
-0.237*
|
-0.187
|
-0.213
|
-0.160
|
||
|
Number of Sons
|
-0.009
|
-0.010
|
-0.016
|
0.510***
|
0.500***
|
|||
|
Number of Daughters
|
-0.075**
|
-0.079**
|
-0.077**
|
0.499***
|
0.497***
|
|||
|
Marriage
|
0.199*
|
0.186*
|
0.289*
|
0.153*
|
0.204*
|
|||
|
Emotional Support
|
-0.074***
|
-0.073***
|
||||||
|
Receiving Daily Care
|
-0.001
|
-0.001
|
||||||
|
Providing Daily Care
|
0.034*
|
0.037*
|
||||||
|
Receiving Financial Support
|
-0.002
|
-0.002
|
||||||
|
Providing Financial Support
|
0.032***
|
0.032***
|
||||||
|
Level-2 Intercept
|
Gender
|
0.079
|
0.086
|
0.009
|
0.016
|
|||
|
Education
|
0.058
|
0.068
|
0.094
|
0.098
|
||||
|
Occupation
|
0.169
|
0.173
|
0.196
|
0.203*
|
||||
|
Number of chronic diseases
|
0.048*
|
0.050*
|
0.027
|
0.027
|
||||
|
Independent economic income
|
-0.083
|
-0.090
|
-0.040
|
-0.058
|
||||
|
Family Structure
|
Living Alone Families
|
0.250
|
0.138
|
|||||
|
Couple-Only Households
|
-0.027
|
-0.001
|
||||||
|
Two-Generation Lineal Family
|
0.098
|
0.084
|
||||||
|
Three-Generation Lineal Family
|
0.145
|
0.071
|
||||||
|
Standard Nuclear Family
|
0.566
|
0.516
|
||||||
|
Deficient Nuclear Family
|
0.244
|
0.299
|
||||||
|
Grandparent-Grandchild Family
|
0.080
|
-0.021
|
||||||
|
Intercept
|
0.721***
|
0.725***
|
0.701***
|
0.683***
|
0.664***
|
0.575**
|
0.557**
|
|
|
Slope
|
0.042*
|
0.042*
|
0.042*
|
0.040*
|
0.040*
|
0.035
|
0.035
|
|
|
R
|
1.259
|
1.248
|
1.248
|
1.248
|
1.248
|
1.214
|
1.215
|
|
|
Deviance
|
8843.736
|
8820.210
|
8815.863
|
8827.343
|
8826.758
|
8672.713
|
8678.736
|
|
| Note: *p < 0.05, **p < 0.01, ***p < 0.001. Same for subsequent tables. | ||||||||
|
Variable
|
Model 8
|
Moedl 9
|
|---|---|---|
|
Fixed effects
|
||
|
Intercept(level 1)
|
3.750***
|
3.768***
|
|
Slope(level 1)
|
||
|
Age
|
-0.010*
|
-0.010**
|
|
Family structure changes
|
||
|
Elderly living alone
|
-0.228***
|
|
|
①Transition to Single-Person Household
|
-0.185*
|
|
|
②Transition to Couple-Only Nuclear Household
|
-0.283***
|
|
|
③Persistently Single-Person Household
|
-0.036
|
|
|
④Persistently Couple-Only Nuclear Household
|
-0.227***
|
|
|
Cohabitation with adult children only
|
-0.339**
|
|
|
①Transition to Two-Generation Stem Household
|
-0.308**
|
|
|
②Persistently Two-Generation Stem Household
|
-0.402
|
|
|
Grandchild-inclusive households
|
-0.008
|
|
|
①Transition to Three-Generation Stem Household
|
0.041
|
|
|
②Transition to Skipped-Generation Stem Household
|
0.066
|
|
|
③Persistently Skipped-Generation Stem Household
|
-0.116
|
|
|
Intergenerational support
|
Under control
|
Under control
|
|
The socio-economic characteristics of the elderly population
|
Under control
|
Under control
|
|
Slope(level 2)
|
0.548***
|
0.527***
|
|
Survey point-in-time slope(level 2)
|
0.035
|
0.034*
|
|
R(level 1)
|
1.216
|
1.163
|
|
Deviance
|
8674.885
|
8447.326
|
| Note: *p < 0.05, **p < 0.01, ***p < 0.001. Same for subsequent tables. | ||