Will Social Network Relationship Significantly Enhance Farmers’ Participation in the Supply of Small Water-Saving Irrigation and Water Conservancy Facilities in China?
Abstract
:1. Introduction
2. Materials and Methods
2.1. Model Construction
2.1.1. Coefficient of Variation Method
2.1.2. Logistic Regression Model
2.2. Farmers’ Social Network Relationship System
2.2.1. The Data Source
2.2.2. Index System Construction
3. Results
3.1. Weight Determination and Evaluation
3.2. Logistic Regression Model
3.2.1. Variable Selection
3.2.2. Regression Results
4. Discussion
4.1. The Impact of Social Network on Farmers’ Participation in Small Water-Saving Irrigation and Water Conservancy Supply
4.2. The Impact of Other Factors on Farmers’ Participation in Small Water-Saving Irrigation and Water Conservancy Supply Behavior
5. Conclusions and Suggestions
5.1. Conclusions
5.2. Suggestions
6. Research Prospect
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A
Statistical Area | Number of Counties, Towns and Villages in The Statistical Area | Number of Statistical Samples/Household | ||||
---|---|---|---|---|---|---|
County | Township | Village | By Prefecture Level City | By Region | ||
Hetao Area(Ningxia) | Yinchuan City | 1 | 4 | 20 | 160 | 480 |
Shizuishan City | 1 | 4 | 20 | 160 | ||
Wuzhong City | 1 | 4 | 20 | 160 | ||
Guanzhong Area(Shaanxi Province) | Baoji City | 1 | 4 | 20 | 160 | 480 |
Xianyang City | 1 | 4 | 20 | 160 | ||
Weinan City | 1 | 4 | 20 | 160 | ||
the Central Plains(Henan Province) | Kaifeng City | 2 | 8 | 40 | 320 | 480 |
Xinxiang City | 1 | 4 | 20 | 160 | ||
total | 9 | 36 | 180 | 1440 |
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Level 1 Sub Target Layer | Level 2 Sub Target Layer |
---|---|
Network size | Number of general friends (A1); number of close friends (A2); number of relatives and friends with their own business (A3); number of relatives and friends working in government agencies (A4); number of relatives and friends working in public institutions (A5); and the number of relatives and friends living in cities (A6) |
Network compactness | The number of recent visits with neighbors (B1); recent return visits with neighbors (B2); recent contact with relatives and friends (B3); number of relatives and friends visited on New Year’s Day (B4); the number of red packets sent out and recovered on the annual festival (B5;, and the voluntary help between relatives and friends (B6) |
Trust and commitment | Trust in neighbors (C1); trust in relatives (C2); trust in the whole village residents (C3); trust in government departments and civil servants (C4); trust in neighbors to keep keys (C5); and trust neighbors to take care of children (C6) |
Social ethos and sense of belonging | The sense of security for village life (D1); the sense of honor for village life (D2); the identity of doing well without leaving a name (D3); the sense of responsibility to support natural disasters and man-made disasters (D4); whether the village has a common vision for a better life (D5); and whether the neighbors have mutual help (D6) |
Social participation | Whether or not to participate in arts and entertainment organizations (E1); whether to join the party and League organizations (E2); whether to participate in the village committee (E3); whether to participate in rural credit cooperatives or various cooperatives and trade associations (E4); whether the villagers will collectively help the villagers in sudden difficulties (E5); and whether the village plans collective public affairs according to their actual needs (E6) |
Variable Name | Variable Definition | Mean Value | Standard Deviation | |||
---|---|---|---|---|---|---|
Dependent Variable | Participation or Not | Yes = 0, No = 1 | 0.27 | 0.45 | ||
Independent variables | Social network | network size | The score is calculated by the secondary target level index | 0.04 | 0.04 | |
network compactness | The score is calculated by the secondary target level index | 0.07 | 0.04 | |||
trust and commitment | The score is calculated by the secondary target level index | 0.30 | 0.10 | |||
social ethos and sense of belonging | The score is calculated by the secondary target level index | 0.72 | 0.12 | |||
social participation | The score is calculated by the secondary target level index | 0.05 | 0.09 | |||
control variable | Influence of insurance and policy | agricultural insurance | Purchase or not, yes = 0, no = 1 | 0.88 | 0.30 | |
satisfaction of policy effect | Is the policy of “one case, one discussion” effective yes = 1, general = 2, no = 3 | 2.90 | 0.36 | |||
Influence of production conditions | farmers’ cooperative | participation or not, yes = 0, no = 1 | 0.95 | 0.23 | ||
water management experience | have water management experience or not, yes = 0, no = 1 | 0.99 | 0.12 | |||
technical skills | use technical skills or, yes = 0, no = 1 | 0.83 | 0.38 | |||
number of labor | population with working capacity (person) | 1.98 | 0.78 | |||
cultivated land area | total family cultivated land area (MU) | 8.13 | 4.99 | |||
other impacts | number of sons | number of sons owned (person) | 1.34 | 0.72 | ||
family decision making power | head of household, yes = 0, no = 1 | 0.45 | 0.50 | |||
health condition | very poor = 1, poor = 2, general = 3, relatively healthy = 4, very healthy = 5 | 4.24 | 0.84 |
Variable Name | B | SE | Wals | Sig | Exp(B) | ||
---|---|---|---|---|---|---|---|
Social network | network size X1 | 2.569 * | 1.508 | 2.901 | 0.089 | 13.055 | |
network compactness X2 | −15.954 *** | 2.521 | 40.053 | 0.000 | 0.000 | ||
trust and commitment X3 | 0.938 | 0.807 | 1.351 | 0.245 | 2.555 | ||
social ethos and sense of belonging X4 | −0.456 | 0.596 | 0.585 | 0.444 | 0.634 | ||
social participation X5 | −0.258 | 0.708 | 0.133 | 0.715 | 0.772 | ||
Control variable | Influence of insurance and policy | satisfaction of policy effect X6 | −0.678 *** | 0.154 | 19.453 | 0.000 | 0.508 |
agricultural insurance X7 | −0.510 ** | 0.199 | 6.540 | 0.011 | 0.601 | ||
Influence of production conditions | farmers’ cooperative X8 | 0.290 | 0.388 | 0.557 | 0.455 | 1.336 | |
water management experience X9 | −1.147 ** | 0.499 | 5.283 | 0.022 | 0.318 | ||
technical skills X10 | −0.655 *** | 0.172 | 14.529 | 0.000 | 0.519 | ||
number of labor X11 | 0.339 *** | 0.092 | 13.590 | 0.000 | 1.404 | ||
cultivated land area X12 | 0.000 | 0.003 | 0.000 | 1.000 | 1.000 | ||
Other impacts | number of sons X13 | 0.180 * | 0.109 | 2.719 | 0.099 | 1.197 | |
health condition X14 | −0.068 | 0.083 | 0.665 | 0.415 | 0.934 | ||
family decision-making power X15 | −0.303 * | 0.158 | 3.649 | 0.056 | 0.739 | ||
constant β0 | 5.116 *** | 1.494 | 11.730 | 0.001 | 166.680 |
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Wang, L.; Zhao, Y. Will Social Network Relationship Significantly Enhance Farmers’ Participation in the Supply of Small Water-Saving Irrigation and Water Conservancy Facilities in China? Agriculture 2023, 13, 216. https://doi.org/10.3390/agriculture13010216
Wang L, Zhao Y. Will Social Network Relationship Significantly Enhance Farmers’ Participation in the Supply of Small Water-Saving Irrigation and Water Conservancy Facilities in China? Agriculture. 2023; 13(1):216. https://doi.org/10.3390/agriculture13010216
Chicago/Turabian StyleWang, Lei, and Yiwen Zhao. 2023. "Will Social Network Relationship Significantly Enhance Farmers’ Participation in the Supply of Small Water-Saving Irrigation and Water Conservancy Facilities in China?" Agriculture 13, no. 1: 216. https://doi.org/10.3390/agriculture13010216
APA StyleWang, L., & Zhao, Y. (2023). Will Social Network Relationship Significantly Enhance Farmers’ Participation in the Supply of Small Water-Saving Irrigation and Water Conservancy Facilities in China? Agriculture, 13(1), 216. https://doi.org/10.3390/agriculture13010216