Land Property Rights, Social Trust, and Non-Agricultural Employment: An Interactive Study of Formal and Informal Institutions in China
Abstract
:1. Introduction
2. Theoretical Analysis and Research Hypotheses
2.1. Land Certification and Non-Agricultural Employment
2.1.1. The Land Certification Policy
2.1.2. The Relationship Between Land Certification and Non-Agricultural Employment
2.2. The Interactive Effect of Land Certification and Social Trust on Non-Agricultural Employment
2.2.1. Complementary Relationship
2.2.2. Substitutive Relationship
3. Materials and Methods
3.1. Data Source
3.2. Empirical Models
3.2.1. Baseline Model
3.2.2. Interaction Relationship Model
3.3. Variable Definitions and Descriptive Statistics
3.3.1. Non-Agricultural Employment (N-AE4)
3.3.2. Land Certification (LC)
3.3.3. Social Trust (ST)
3.3.4. Control Variables
3.4. Data Description
4. Results
4.1. Basic Model Regression
4.2. Robustness Test
4.2.1. Excluding Other Influences
4.2.2. Adding Possible Omitted Variables
4.2.3. IV-Probit Estimation Results
4.3. Mechanism Analysis
4.3.1. The Effect of Reduced Land Loss Risk
4.3.2. Agricultural Investment Effect
4.3.3. Land Financing Effect
4.4. Interaction Between Formal and Informal Institutions: The Interaction Effect of Land Certification and Social Trust
5. Discussion
6. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
Abbreviations
N-AE | Non-Agricultural Employment |
LC | Land Certification |
ST | Social Trust |
S.D. | Standard Deviation |
Appendix A
Appendix A.1
N-AE | Household N-AE | Household N-AE Ratio | ||
(1) | (2) | (3) | (4) | |
Land certification | 0.1004 ** (0.0457) | 0.1646 ** (0.0745) | 0.2612 *** (0.0756) | 0.0347 ** (0.0171) |
Social pension insurance participation | −0.1135 ** (0.0443) | −0.0496 (0.0768) | −0.3694 * (0.2230) | −0.0665 (0.0530) |
Land certification × Social pension insurance participation | −0.0947 (0.0852) | −0.4702 * (0.2410) | −0.0660 (0.0589) | |
Control variables | Y | Y | Y | Y |
Fixed effect | Y | Y | Y | Y |
Observations | 8371 | 8371 | 4319 | 4319 |
R2 | 0.3293 | 0.3295 | 0.1644 | 0.1439 |
Regional Classification | Economic Development (Per Capita GDP) | |||||
---|---|---|---|---|---|---|
(1) Eastern | (2) Central | (3) Western | (4) High | (5) Medium | (6) Low | |
Land certification | 0.0668 (0.0937) | 0.0565 (0.0642) | 0.2394 ** (0.0935) | −0.0182 (0.0821) | −0.0992 (0.0811) | 0.2954 *** (0.0680) |
Control variables | Y | Y | Y | Y | Y | Y |
Fixed effect | Y | Y | Y | Y | Y | Y |
Observations | 2275 | 3466 | 2630 | 2704 | 2273 | 3394 |
R2 | 0.3619 | 0.3609 | 0.2718 | 0.3676 | 0.3658 | 0.2914 |
Non-Agricultural Employment | |||||
---|---|---|---|---|---|
(1) | (2) | (3) | (4) | (5) | |
Land certification | 0.1014 ** (0.0458) | 0.1014 ** (0.0458) | 0.1014 ** (0.0458) | 0.1014 ** (0.0458) | 0.1014 ** (0.0458) |
Social pension insurance participation | −0.1124 ** (0.0444) | −0.1124 ** (0.0444) | −0.1124 ** (0.0444) | −0.1124 ** (0.0444) | −0.1124 ** (0.0444) |
Confucian culture | 0.2079 *** (0.0673) | −0.0357 (0.0692) | 0.0188 (0.0433) | −0.0055 (0.0212) | −0.0185 (0.0189) |
Clan culture | 0.0350 (0.0730) | 0.0350 (0.0730) | 0.0350 (0.0730) | 0.0350 (0.0730) | 0.0350 (0.0730) |
Marketization index | 0.3151 * (0.1659) | 0.0956 (0.4938) | |||
Population mobility ratio | 6.5703 * (3.4597) | 0.4176 (0.4630) | |||
Urbanization rate | 2.6591 (7.8545) | ||||
Proportion of non-Agricultural registered residents | −0.0421 (0.1244) | ||||
Control variables | Y | Y | Y | Y | Y |
Fixed effect | Y | Y | Y | Y | Y |
Observations | 8350 | 8350 | 8350 | 8350 | 8350 |
R2 | 0.3293 | 0.3293 | 0.3293 | 0.3293 | 0.3293 |
Appendix A.2
1. | China’s land property rights system has undergone a series of reforms, broadly categorized into five phases: (1) before 1952, the land reform period characterized by privatization of property rights; (2) 1953–1978, the period of mutual assistance, cooperatives, and the People’s Commune system, marked by the nationalization of land property rights; (3) 1978–2003, the phase of separating collective ownership from household contractual rights; (4) 2003–2013, during which farmland contract rights became legally transferable; and (5) from 2014 onwards, the introduction of the ‘‘three rights separation’’ framework, distinguishing collective ownership, household contract rights, and operational rights. |
2. | According to the scope of trust, academia usually divides trust into two categories: particularized trust (restricted trust) and social trust (generalized trust). The former refers to trust in specific individuals, namely people one knows, while the latter extends to strangers and most of society, forming through interactions with unfamiliar others [22]. |
3. | Unless otherwise specified (e.g., for robustness checks), we employ Probit models to estimate the relationship between land certification and both individual non-agricultural employment and household non-agricultural employment status. In contrast, we use OLS models to analyze the relationship between land certification and the household’s ratio of non-agricultural employment. |
4. | In the following regression tables, we abbreviate the non-agricultural employment variable as N-AE, land certification as LC, and social trust as ST to be concise and save space in the subsequent discussion. |
5. | The latter three provincial-level data are all sourced from the 2010 China Sixth National Population Census data. Additionally, considering that including both the marketization index and population mobility ratio simultaneously, or both the urbanization rate and the proportion of non-agricultural registered residents, could lead to severe multicollinearity, we opted to incorporate them sequentially. |
6. | For land transfer-in (out), “transfer-in (out)” is assigned a value of 1, and “not transferred-in (out)” is assigned a value of 0; for the time for land transfer-in (out), when the transfer-in (out) period is 1 year or indefinite, it is assigned a value of 0; when the transfer-in (out) period is 2 years or more, it is assigned a value of 1. |
7. | Considering that some farmers grow rice and wheat, which may affect the estimation results, we also exclude the samples of farmers who grow rice and wheat and perform regressions separately. The conclusions are robust, but are not shown due to space limitations. |
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Variable Type | Variable Name | Non-Agricultural Employment (N = 3875) | Agricultural Employment (N = 4803) | ||
---|---|---|---|---|---|
Mean | S.D. | Mean | S.D. | ||
Key independent variable | Land certification | 0.6973 | 0.4595 | 0.6921 | 0.4617 |
Individual characteristics | Gender | 0.6302 | 0.4828 | 0.4928 | 0.5000 |
Age | 37.2150 | 11.8999 | 50.5249 | 9.8936 | |
Age squared | 1526.5250 | 941.6271 | 2650.6260 | 931.4842 | |
Marital status | 0.7143 | 0.4518 | 0.9271 | 0.2600 | |
Education | 3.3502 | 1.4063 | 2.3881 | 0.8990 | |
Health | 3.7316 | 0.9380 | 3.1924 | 1.0320 | |
Household characteristics | Family size | 4.6919 | 1.6956 | 4.0729 | 1.7972 |
Proportion of elderly (75+) | 0.0316 | 0.0855 | 0.0337 | 0.0943 | |
Proportion of children (6−) | 0.0592 | 0.1020 | 0.0506 | 0.0996 | |
Family total assets | 12.3359 | 1.3973 | 11.8103 | 1.3837 | |
Village characteristics | Per capita cultivated land area | 1.6833 | 2.6537 | 2.2926 | 3.2423 |
Per capita income | 8.8227 | 0.7121 | 8.6700 | 0.7620 | |
Proportion of economic crops | 34.3415 | 32.6719 | 35.7551 | 32.7432 | |
External labor force proportion | 0.2194 | 0.1599 | 0.2117 | 0.1517 | |
Roads to the county center | 1.8010 | 0.8696 | 1.6750 | 0.8262 | |
Number of land expropriation times | 0.1272 | 0.4312 | 0.1094 | 0.4362 |
(1) N-AE | (2) N-AE | (3) N-AE | (4) N-AE | (5) Household N-AE | (6) Household N-AE Ratio | |
---|---|---|---|---|---|---|
Land certification | 0.0914 ** (0.0391) | 0.0985 ** (0.0451) | 0.0898 * (0.0483) | 0.0227 * (0.0120) | 0.1468 *** (0.0486) | 0.0187 * (0.0114) |
Gender | 0.3480 *** (0.0320) | 0.3386 *** (0.0349) | 0.0971 *** (0.0084) | |||
Age | −0.0387 *** (0.0135) | −0.0360 ** (0.0139) | −0.0147 *** (0.0034) | |||
Age squared | −0.0002 (0.0002) | −0.0002 (0.0002) | −0.0000 (0.0000) | |||
Marital status | −0.2075 *** (0.0661) | −0.1202 (0.0766) | −0.0353 ** (0.0173) | |||
Education | 0.2160 *** (0.0206) | 0.2112 *** (0.0230) | 0.0495 *** (0.0046) | |||
Health | 0.0816 *** (0.0186) | 0.0825 *** (0.0206) | −0.0229 *** (0.0050) | |||
Family size | 0.0350 ** (0.0152) | −0.0019 (0.0158) | 0.0114 *** (0.0040) | 0.3282 *** (0.0186) | 0.0373 *** (0.0032) | |
Proportion of elderly (75+) | −0.4681 ** (0.2049) | −0.5092 ** (0.2244) | −0.1504 *** (0.0564) | −1.0520 *** (0.2036) | −0.0916 * (0.0520) | |
Proportion of children (6−) | −0.7533 *** (0.2233) | −0.6336 *** (0.2371) | −0.1910 *** (0.0588) | −1.4866 *** (0.2611) | −0.2376 *** (0.0454) | |
Family total assets | 0.0703 *** (0.0166) | 0.0953 *** (0.0178) | 0.0183 *** (0.0043) | 0.1403 *** (0.0169) | 0.0362 *** (0.0039) | |
Per capita cultivated land area | −0.0253 (0.0173) | −0.0229 (0.0171) | −0.0069 * (0.0043) | −0.0218 (0.0164) | −0.0058 * (0.0031) | |
Per capita income | 0.1252 *** (0.0473) | 0.1444 ** (0.0564) | 0.0363 *** (0.0117) | 0.1208 *** (0.0415) | 0.0217 ** (0.0103) | |
Proportion of economic crops | −0.0032 *** (0.0010) | −0.0030 *** (0.0010) | −0.0009 *** (0.0003) | −0.0024 ** (0.0009) | −0.0007 *** (0.0002) | |
External labor force proportion | 0.3797 * (0.2077) | 0.3051 (0.2164) | 0.0981 * (0.0542) | 0.3021 (0.1919) | 0.0341 (0.0480) | |
Roads to the county center | 0.0519 (0.0377) | 0.0740 * (0.0401) | 0.0112 (0.0100) | 0.0175 (0.0361) | 0.0132 (0.0087) | |
Number of land expropriation times | 0.0712 (0.0473) | 0.0625 (0.0514) | 0.0187 (0.0136) | −0.0660 (0.0545) | −0.0002 (0.0113) | |
Constant | 0.7642 *** (0.2063) | 0.1658 (0.5574) | −0.5168 (0.6010) | 0.6638 *** (0.1412) | −2.7019 *** (0.4956) | −0.1537 (0.1103) |
Fixed effect | Y | Y | Y | Y | Y | Y |
Observations | 8678 | 8588 | 7204 | 8588 | 4319 | 4319 |
R2 | 0.0421 | 0.3317 | 0.2954 | 0.3800 | 0.1594 | 0.1406 |
N-AE | Household N-AE | Household N-AE Ratio | |||
---|---|---|---|---|---|
(1) | (2) | (3) | (4) | (5) | |
Land certification | 0.0985 ** (0.0451) | 0.0997 ** (0.0453) | 0.1014 ** (0.0458) | 0.1476 *** (0.0493) | 0.0191 * (0.0114) |
Confucian culture | 0.2167 *** (0.0645) | 0.2079 *** (0.0673) | 0.1819 ** (0.0727) | 0.0411 *** (0.0153) | |
Clan culture | 0.0287 (0.0717) | 0.0350 (0.0730) | 0.1242 * (0.0643) | 0.0040 (0.0168) | |
Social pension insurance participation | −0.1124 ** (0.0444) | −0.7110 *** (0.1464) | −0.1140 *** (0.0337) | ||
Control variables | Y | Y | Y | Y | Y |
Fixed effect | Y | Y | Y | Y | Y |
Observations | 8588 | 8567 | 8350 | 4309 | 4309 |
R2 | 0.3317 | 0.3317 | 0.3293 | 0.1646 | 0.1432 |
Benchmark Regression | Correlation Test | Instrumental Variable Estimation | |||
---|---|---|---|---|---|
(1) N-AE | (2) N-AE | (3) Household N-AE Ratio | (4) N-AE | (5) Household N-AE Ratio | |
Land certification | 0.0985 ** (0.0451) | 0.2916 ** (0.1295) | 0.0740 * (0.0393) | ||
Village land certification rate | 3.0561 *** (0.0866) | 2.1818 *** (0.0986) | |||
Control variables | Y | Y | Y | Y | Y |
Fixed effect | Y | Y | Y | Y | Y |
Observations | 8588 | 8349 | 4304 | 8349 | 4304 |
R2 | 0.3317 | 0.2658 | 0.1973 | —— | 0.1372 |
A | (1a) Perception of Risk of Losing Land | (2a) Land Transfer-out | (3a) The Time for Land Transfer-out | (4a) Land Financing |
---|---|---|---|---|
Land certification | 0.3074 *** (0.0630) | −0.0303 (0.0685) | 0.3026 * (0.1662) | 0.2684 * (0.1527) |
Control variables | Y | Y | Y | Y |
Fixed effect | Y | Y | Y | Y |
Observations | 7889 | 8349 | 1191 | 6059 |
R2 | 0.0531 | 0.0816 | 0.1609 | 0.2129 |
B | (1b) Short-Term Agricultural Investment | (2b) Land Transfer-in | (3b) The Time for Land Transfer-in | (4b) Agricultural Machinery Value |
Land certification | −0.0532 (0.0558) | −0.1617 *** (0.0562) | 0.0761 (0.1491) | 0.2440 (0.1851) |
Control variables | Y | Y | Y | Y |
Fixed effect | Y | Y | Y | Y |
Observations | 6440 | 8350 | 1470 | 7598 |
R2 | 0.3771 | 0.0676 | 0.1207 | 0.2077 |
(1) Individual Social Trust |
(2) Village-Level Social Trust |
(3) County-Level Social Trust | |
---|---|---|---|
Land certification | 0.2685 *** (0.0911) | 0.5386 ** (0.2409) | 0.7774 *** (0.2633) |
Social trust | 0.0781 ** (0.0361) | 0.2427 ** (0.1213) | 0.4436 *** (0.1374) |
Land certification × Social trust | −0.0864 ** (0.0426) | −0.2282 * (0.1270) | −0.3531 ** (0.1369) |
Control variables | Y | Y | Y |
Fixed effect | Y | Y | Y |
Observations | 8308 | 8350 | 8350 |
R2 | 0.3294 | 0.3300 | 0.3310 |
N-AE | Household N-AE | Household N-AE Ratio | ||||
---|---|---|---|---|---|---|
(1) Rice | (2) Wheat | (3) Rice | (4) Wheat | (5) Rice | (6) Wheat | |
Land certification | 0.2017 ** (0.0866) | −0.0093 (0.0975) | 0.2403 *** (0.0815) | −0.1167 (0.1143) | 0.0476 *** (0.0177) | −0.0052 (0.0226) |
Control variables | Y | Y | Y | Y | Y | Y |
Fixed effect | Y | Y | Y | Y | Y | Y |
Observations | 2953 | 1966 | 1454 | 990 | 1456 | 994 |
R2 | 0.3416 | 0.3876 | 0.1889 | 0.2273 | 0.1635 | 0.1621 |
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Yuan, B.; Pu, Y. Land Property Rights, Social Trust, and Non-Agricultural Employment: An Interactive Study of Formal and Informal Institutions in China. Land 2025, 14, 613. https://doi.org/10.3390/land14030613
Yuan B, Pu Y. Land Property Rights, Social Trust, and Non-Agricultural Employment: An Interactive Study of Formal and Informal Institutions in China. Land. 2025; 14(3):613. https://doi.org/10.3390/land14030613
Chicago/Turabian StyleYuan, Bohui, and Yanping Pu. 2025. "Land Property Rights, Social Trust, and Non-Agricultural Employment: An Interactive Study of Formal and Informal Institutions in China" Land 14, no. 3: 613. https://doi.org/10.3390/land14030613
APA StyleYuan, B., & Pu, Y. (2025). Land Property Rights, Social Trust, and Non-Agricultural Employment: An Interactive Study of Formal and Informal Institutions in China. Land, 14(3), 613. https://doi.org/10.3390/land14030613