Submitted:
29 September 2024
Posted:
11 October 2024
You are already at the latest version
Abstract
Keywords:
1. Introduction
1.1. Social Security Level (SSL) in China
1.2. Relaxation of Market Regulation (RMR) in China


1.3. The Impact of RMR on SSL: Pros and Cons
1.4. Aims of This Study
2. Materials and Methods
2.1. Data
2.2. Variable and Measurement
2.3. Models
3. Results and Discussion
3.1. The Impact of RMR on SSL
3.2. Robustness Test
3.3. Mediation Analysis
3.4. Further Discussion: Why Didn’t Social Security Equity Play a Mediating Role?
3.5. Discussion
4. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
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| Variable | Definition | Average value |
Standard Deviation |
|---|---|---|---|
| SSL | Calculated according to Formula 1, i.e., the ratio of social security expenditure to regional GDP. A higher value indicates a higher SSL; conversely, a lower value indicates a lower SSL.(ssl) | 0.0933 | 0.0433 |
| RMR | Measured based on the index of “reducing intervention in enterprises” in the MICR. A higher value indicates a higher level of RMR; conversely, a lower value indicates a lower level of RMR.(rmr) | 3.8359 | 2.9622 |
| Social security expenditure | The ratio of total social security expenditure to the total population in each province.( expenditure) | 4.4869 | 3.5262 |
| Social security fairness | The ratio of per capita social security benefits for urban employees in each province to per capita social security benefits for urban and rural residents. (fairness) | 23.0786 | 13.4292 |
| Social security efficiency | The ratio of the number of individuals participating in medical, pension, and unemployment insurance in each province to the total population. (efficiency) | 0.6147 | 0.0805 |
| Fiscal freedom | The ratio of general public budget expenditure to revenue in each province. | 2.5971 | 1.9821 |
| Economic growth rate | The annual growth rate of Gross Regional Product (GRP) in each province. | 9.5961 | 2.9551 |
| Elderly dependency ratio | The ratio of the population aged 65 and above to the working-age population in each province. | 13.485 | 3.2527 |
| Internal competition | The ratio of the number of cities to the number of districts and counties in each province. [37] | 0.1179 | 0.0406 |
| Central transfer payments | Measured by the transfer payments from the central government to local governments for social security in each province. [38] | 0.0135 | 0.0263 |
| Variables | OLS | 2SLS | ||
| Model (2) | Model (2) | Model (3) | Model (2) | |
| Column 1 | Column 2 | Column 3 | Column 4 | |
| rmr | 0.0008(0.0010) | 0.0013**(0.0007) | - | 0.0021***(0.0008) |
| L.rmr | - | - | 0.7541***(0.0435) | - |
| history-rmr | - | - | 0. 0521(0.0324) | - |
| constant | 0.0868***(0.0136) | 0.6640***(0.1417) | 0.3834 (0.7766) | 0.1384***(0.0172) |
| control variables | NO | YES | YES | YES |
| individual effects | YES | YES | YES | YES |
| annual effects | YES | YES | YES | YES |
| R-squared | 0.5822 | 0.5364 | 0.7758 | 0.7211 |
| estat overid (p) | - | - | - | 0.4628 |
| robust F | - | - | - | 175.741 |
| capacity | 372 | 372 | 341 | 341 |
| Variables | Winsor processing examination | Policy shock examination | |
| Model (2) | Model (3) | Model (2) | |
| Column 1 | Column 2 | Column 3 | |
| rmr | 0.0015***(0.0007) | 0.0022***(0.0008) | 0.0014**(0.0007) |
| policy | - | - | 0.1505***(0.0185) |
| constant | 0 .6651***(0.1417) | 0.1286***(0.0135) | 0.6641***(0.1417) |
| control variables | YES | YES | YES |
| individual effects | YES | YES | YES |
| annual effects | YES | YES | YES |
| R-squared | 0.5358 | 0.7210 | 0.5364 |
| capacity | 372 | 341 | 372 |
| Variables | The Mediating Effect of Social Security Expenditure | The Mediating Effect of Social Security Fairness | The Mediating Effect of Social Security Efficiency | |||
| Model (5) | Model (4) | Model (5) | Model (4) | Model (5) | Model (4) | |
| Column 1 | Column 2 | Column 3 | Column 4 | Column 5 | Column 6 | |
| rmr | 0.2937*** (0.0663) |
0.0002 (0.0006) |
-1.4186*** (0.4467) |
0.0024*** (0.0011) |
0.0033 (0.0031) |
0.0027*** (0.0010) |
| expenditure | - | 0.0066*** (0.0007) |
- | - | - | - |
| fairness | - | - | - | -0.0022*** (0.0002) |
- | - |
| efficiency | - | - | - | - | - | 0.0018 (0.0022) |
| constant | 9.4069*** (1.1656) |
0.0675*** (0.01213) |
8.7550 (11.5655) |
0.1962*** (0.0177) |
0.5890*** (0.0528) |
0.1931*** (0.0213) |
| control variables | YES | YES | YES | YES | YES | YES |
| individual effects | YES | YES | YES | YES | YES | YES |
| annual effects | YES | YES | YES | YES | YES | YES |
| R-squared | 0.4567 | 0.5776 | 0.5589 | 0.6098 | 0.5980 | 0.4998 |
| capacity | 341 | 341 | 248 | 248 | 248 | 248 |
| Variables | Pension fairness | Medical benefit fairness | ||
| Model (3) | Model (3) | Model (3) | Model (3) | |
| Column 1 | Column 2 | Column 3 | Column 4 | |
| rmr | 0.0053***(0.0019) | - | 0.0109 (0.0152) | - |
| rmr-speed | - | 0.0002(0.0131) | - | -0.0299***(0.0133) |
| constant | 0.0301**(0.0015) | 0.1255(0.0992) | 0.2921***(0.1092) | - |
| control variables | YES | YES | YES | YES |
| individual effects | YES | YES | YES | YES |
| annual effects | YES | YES | YES | YES |
| R-squared | 0.5409 | 0.2209 | 0.2091 | 0.5001 |
| capacity | 372 | 372 | 372 | 372 |
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