Belief in Religion or Participation in Insurance? The Impact of Religious Beliefs on the Decision to Participate in Social Health Insurance in China
Abstract
:1. Introduction
2. Theoretical Background
3. Materials and Methods
3.1. Data Sources
3.2. Measures
3.3. Methods
4. Results
4.1. Probit Regression
4.2. Robustness and Endogeneity Tests
4.3. Heterogeneity Analysis
4.4. Mechanism Analysis
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
1 | Official website of the National Medical Security Administration. Statistical Bulletin on the Development of National Medical Security in 2022. http://www.nhsa.gov.cn/art/2023/7/10/art_7_10995.html (accessed on 11 December 2023). |
2 | Website of the Central People’s Government of the People’s Republic of China. The person in charge of the relevant department of the National Medical Insurance Administration answered the reporter’s question on the participation of residents in medical insurance. https://www.gov.cn/lianbo/bumen/202403/content_6941259.htm (accessed on 3 Mar 2024). |
3 | Website of the Central People’s Government of the People’s Republic of China. China’s policies and practices to safeguard religious freedom. https://www.gov.cn/xinwen/2018-04/03/content_5279419.htm (accessed on 11 December 2023). |
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Variables | Mean | SD | Min | Max | Obs |
---|---|---|---|---|---|
Dependent Var | |||||
Social health insurance | 0.945 | 0.229 | 0.0 | 1.0 | 7928 |
Independent Var | |||||
Religious belief | 0.074 | 0.262 | 0.0 | 1.0 | 7928 |
Controls | |||||
Gender | 0.451 | 0.498 | 0.0 | 1.0 | 7928 |
Education | 0.206 | 0.405 | 0.0 | 1.0 | 7928 |
Urban–rural | 0.306 | 0.461 | 0.0 | 1.0 | 7928 |
Children | 0.844 | 0.363 | 0.0 | 1.0 | 7928 |
Ethnicity | 0.927 | 0.260 | 0.0 | 1.0 | 7928 |
Physical health | 3.484 | 1.092 | 1.0 | 5.0 | 7928 |
Mental health | 3.942 | 1.083 | 1.0 | 5.0 | 7928 |
Mechanism Var | |||||
Social interaction | 2.641 | 1.124 | 1.0 | 5.0 | 7928 |
Employment opportunity | 0.507 | 0.500 | 0.0 | 1.0 | 7928 |
Dependent Variable: BHI | |||
---|---|---|---|
(1) | (2) | (3) | |
Religion | −0.218 *** | −0.184 ** | −0.180 ** |
(−2.77) | (−2.16) | (−2.11) | |
Gender | 0.106 ** | 0.100 ** | |
(2.20) | (2.07) | ||
Edu | 0.296 *** | 0.297 *** | |
(4.03) | (4.02) | ||
Urban–rural | 0.148 *** | 0.144 ** | |
(2.58) | (2.51) | ||
Child | 0.275 *** | 0.273 *** | |
(3.85) | (3.78) | ||
Nationality | 0.004 | 0.003 | |
(0.04) | (0.03) | ||
Body health status | −0.011 | ||
(−0.43) | |||
Mental health status | 0.033 | ||
(1.42) | |||
Region dummy | No | Yes | Yes |
Cons | 1.614 *** | 1.324 *** | 1.244 *** |
(66.77) | (5.40) | (4.74) | |
N | 7928 | 7928 | 7928 |
Pseudo R2 | 0.0022 | 0.0306 | 0.0306 |
(1) | (2) | (3) | (4) | ||
---|---|---|---|---|---|
BHI | HI | BHI | Religion | BHI | |
Religion | −0.359 ** | −0.182 ** | −2.826 *** | ||
(−2.11) | (−2.03) | (−3.49) | |||
Religious activity | −0.043 ** | ||||
(−2.00) | |||||
Religious density | 0.001 *** | ||||
(9.66) | |||||
Control variable | Yes | Yes | Yes | Yes | Yes |
Region dummy | Yes | Yes | Yes | Yes | Yes |
Cons | 2.100 *** | 1.155 *** | 1.270 *** | −0.429 *** | 2.070 *** |
(3.75) | (4.34) | (4.81) | (−3.34) | (7.23) | |
N | 7928 | 7928 | 7928 | 7928 | |
Pseudo R2 | 0.0318 | 0.0341 | 0.0310 | ||
Wald test P | 0.0005 |
Edu | Social Trust | Income | Health Status | |||||
---|---|---|---|---|---|---|---|---|
(1) High | (2) Low | (3) High | (4) Low | (5) High | (6) Low | (7) High | (8) Low | |
Religion | −0.261 | −0.175 * | −0.262 ** | −0.034 | −0.141 | −0.275 * | −0.329 *** | −0.029 |
(−0.96) | (−1.92) | (−2.47) | (−0.23) | (−1.31) | (−1.88) | (−2.76) | (−0.23) | |
Control variable | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Region dummy | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Cons | 1.783 *** | 1.236 *** | 1.069 *** | 1.354 *** | 1.205 ** | 1.403 *** | 1.556 *** | 1.372 *** |
(2.80) | (4.50) | (3.58) | (4.34) | (2.43) | (3.84) | (3.22) | (3.48) | |
N | 1603 | 6291 | 5533 | 2264 | 5019 | 2909 | 4207 | 3676 |
Pseudo R2 | 0.0581 | 0.0330 | 0.0241 | 0.0671 | 0.0364 | 0.0467 | 0.0539 | 0.0290 |
(1) Social Interaction | (2) Employment | |
---|---|---|
BHI | BHI | |
Religion | 0.241 | −0.293 *** |
(1.20) | (−2.81) | |
Religion × Social interaction | −0.162 ** | |
(−2.41) | ||
Religion × Employment | 0.346 * | |
(1.95) | ||
Control variable | Yes | Yes |
Region dummy | Yes | Yes |
Cons | 1.079 *** | 1.219 *** |
(4.03) | (4.63) | |
N | 7928 | 7928 |
Pseudo R2 | 0.0228 | 0.0270 |
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Chai, M.; Wu, L. Belief in Religion or Participation in Insurance? The Impact of Religious Beliefs on the Decision to Participate in Social Health Insurance in China. Religions 2024, 15, 621. https://doi.org/10.3390/rel15050621
Chai M, Wu L. Belief in Religion or Participation in Insurance? The Impact of Religious Beliefs on the Decision to Participate in Social Health Insurance in China. Religions. 2024; 15(5):621. https://doi.org/10.3390/rel15050621
Chicago/Turabian StyleChai, Mengran, and Lin Wu. 2024. "Belief in Religion or Participation in Insurance? The Impact of Religious Beliefs on the Decision to Participate in Social Health Insurance in China" Religions 15, no. 5: 621. https://doi.org/10.3390/rel15050621
APA StyleChai, M., & Wu, L. (2024). Belief in Religion or Participation in Insurance? The Impact of Religious Beliefs on the Decision to Participate in Social Health Insurance in China. Religions, 15(5), 621. https://doi.org/10.3390/rel15050621