Submitted:
10 October 2024
Posted:
11 October 2024
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Abstract
Keywords:
1. Introduction
2. Literature Review and Research Hypotheses
2.1. The Positive Influence of Physical Exercise on Chinese Residents’ Willingness for Additional Childbearing
2.2. The Negative Influence of Physical Exercise on Chinese Residents’ Willingness for Additional Childbearing
3. Research Methodology
3.1. Data
3.2. Variable Selection
3.3. Model Construction
4. Results
4.1. Descriptive Statistical Analysis
4.2. Regression Analysis
4.3. Robustness Tests
5. Conclusions
References
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| Category | Variable | Definition |
|---|---|---|
| Demographic Characteristics | Gender | Male = 1; Female = 0 |
| Age | Actual age of the respondent at the time of the survey | |
| Household Registration | Non-agricultural = 1; Agricultural = 0 | |
| Ethnicity | Han = 1; Other ethnicities = 0 | |
| Retirement Status | Self-support for elderly care = 1; Otherwise = 0 | |
| Education Level | No formal education = 0; Primary = 1; Junior High = 2; High School/Vocational = 3; College/University = 4; Postgraduate and above = 5 | |
| Religious Belief | Has religious belief = 1; No religious belief = 0 | |
| Marital Status | Married (first marriage, remarried, separated) = 1; Unmarried (divorced, widowed, cohabiting, single) = 0 | |
| Current Childbearing Status | Has biological children = 1; No biological children = 0 | |
| Family Conditions | Family Size | Number of family members excluding the respondent |
| Number of Properties | Total number of properties owned | |
| Economic Status | Household income above the local average = 1; Otherwise = 0 | |
| Social Capital | Social Security | Participates in at least one social security program = 1; Otherwise = 0 |
| Health Insurance | Enrolled in at least one health insurance program = 1; Otherwise = 0 |
| Variable Category | Variable | Mean/Percentage | SD |
|---|---|---|---|
| Dependent Variable | Willingness for Additional Childbearing | 40.76% | - |
| Independent Variable | Physical Exercise | 2.34 | 1.23 |
| Demographic Characteristics | Gender | 51.60% | - |
| Age | 36.12 | 7.31 | |
| Household Registration | 59.29% | - | |
| Ethnicity | 92.66% | - | |
| Retirement Status | 40.11% | - | |
| Education Level | 2.34 | 1.47 | |
| Religious Belief | 20.81% | - | |
| Marital Status | 77.94% | - | |
| Current Childbearing Status | 74.84% | - | |
| Family Conditions | Family Size | 2.19 | 1.69 |
| Number of Properties | 1.13 | 0.53 | |
| Economic Status | 37.25% | - | |
| Social Capital | Social Security | 96.10% | - |
| Health Insurance | 90.60% | - |
| Variable | ZFI | |||
|---|---|---|---|---|
| M1 | M2 | M3 | M4 | |
| Physical Exercise | 0.069** (0.051) |
0.148** (0.012) |
0.070* * (0.029) |
|
| Gender | 0.068* (0.020) |
0.066* (0.020) |
0.109* (0.021) |
0.102* (0.021) |
| Age | -0.004 (0.001) |
-0.004 (0.001) |
0.009 (0.035) |
0.008 (0.040) |
| Household Registration | 0.056 (0.089) |
0.071 (0.037) |
0.455 (0.052) |
0.261 (0.092) |
| Ethnicity | 0.134* (0.038) |
0.026** (0.023) |
0.031 (0.035) |
-0.061*** (0.023) |
| Retirement Status | 0.032 (0.041) |
0.070 (0.051) |
0.069 (0.051) |
0.104 (0.079) |
| Education Level | 0.066** (0.027) |
0.080** (0.030) |
-0.010 (0.032) |
-0.093* (0.055) |
| Religious Belief | 0.280 (0.173) |
0.036 (0.024) |
0.035 (0.024) |
0.018 (0.023) |
| Marital Status | -0.480*** (0.033) |
-0.464*** (0.056) |
0.597** (0.058) |
0.330** (0.014) |
| Current Childbearing Status | -0.937** (0.005) |
-0.940*** (0.008) |
0.332** (0.140) |
0.142* (0.006) |
| Family Size | -0.178* (0.095) |
-0.111* (0.040) |
-0.117 (0.143) |
0.206** (0.066) |
| Number of Properties | -0.008 (0.001) |
-0.006 (0.001) |
-0.008 (0.001) |
-0.004 (0.001) |
| Economic Status | 0.124* (0.011) |
0.121** (0.011) |
-0.137* (0.017) |
-0.093* (0.055) |
| Social Security | 0.142* (0.056) |
0.141* (0.010) |
0.065 (0.049) |
0.062 (0.010) |
| Health Insurance | 0.203 (0.071) |
0.070 (0.051) |
0.069 (0.051) |
0.043 (0.066) |
| Constant | -0.085 (0.040) |
-0.264 (0.072) |
0.465 (0.056) |
0.166 (0.018) |
| N | 1203 | 1203 | 1203 | 1203 |
| Pseudo R2 | 0.210 | 0.218 | 0.223 | 0.096 |
| Variable | ZFI | |||
|---|---|---|---|---|
|
M5 (Low-Income) |
M6 (High-Income) |
M7 (Low Work-Time) |
M8 (High Work-Time) |
|
| Physical Exercise | 0.049 (0.045) |
0.136** (0.081) |
0.167** (0.184) |
-0.053 (0.390) |
| Control Variables | yes | yes | yes | yes |
| Constant | -0.005 (0.514) |
-0.340 (0.569) |
-1.603 (1.634) |
0.271 (0.041) |
| Pseudo R2 | 0.216 | 0.224 | 0.213 | 0.217 |
| Variable | ZFI | |||
|---|---|---|---|---|
| Linear Regression | Poisson Regression | |||
| Physical Exercise (frequency of participation) | 0.142***(0.056) | |||
| Physical Exercise | 0.134*** (0.038) |
0.117*** (0.047) |
0.111*** (0.040) |
|
| Control Variables | yes | yes | yes | yes |
| Constant | 0.059*** (0.053) |
-1.956*** (0.540) |
0.024***(0.181) | 0.096*** (0.160) |
| Under-identification test(P-value) | 0.000 | 0.000 | ||
| Weak Instrument F-Value | 94.48 | 93.33 | ||
| Hansen J Test (P-value) | 0.207 | 0.399 | ||
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