Farmers’ Preference for Participating in Rural Solid Waste Management: A Case Study from Shaanxi Province, China
Abstract
:1. Introduction
2. Literature Review
3. Material and Methods
3.1. Data Source
3.2. Sample Characteristics
3.3. Measurement
3.3.1. Dependent Variables
3.3.2. Independent Variables
3.4. Multinomial Logit Models
4. Results and Discussion
5. Conclusions
6. Implications
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Item | Level | Freq. | % | Item | Level | Freq. | % |
---|---|---|---|---|---|---|---|
Age | A ≤ 30 | 91 | 15.4 | Migrant work experience | Yes | 305 | 51.5 |
30 ˂A ≤ 50 | 175 | 29.6 | No | 287 | 48.5 | ||
50 ˂ A ≤ 70 | 284 | 48.0 | Permanent residents (in person) | p ≤ 2 | 200 | 33.8 | |
A ˃ 70 | 42 | 7.1 | 3 ≤ p ≤ 4 | 201 | 34.0 | ||
Gender | Female | 306 | 51.7 | p ≥ 5 | 191 | 32.3 | |
Male | 286 | 48.3 | Disposable personal income (thousand yuan) | D ≤ 5 | 224 | 37.8 | |
Education (in years) | E ≤ 5 | 112 | 18.9 | 5 ˂ D ≤ 10 | 189 | 31.9 | |
6 ≤ E ≤ 8 | 143 | 24.2 | 10 ˂ D ≤ 15 | 76 | 12.8 | ||
9 ≤ E ≤ 11 | 208 | 35.1 | 15 ˂ D ≤ 20 | 41 | 6.9 | ||
E ≥ 12 | 129 | 21.8 | D ˃ 20 | 62 | 10.5 |
Variables | Description | Mean | SD | |
---|---|---|---|---|
Dependent variable | ||||
Participation preference | Nonparticipation = 0, labor participation = 1, payment participation = 2, labor and payment participation = 3 | 2.380 | 0.925 | |
Core Independent variables | ||||
Social trust | Institutional trust () | Calculated based on factor analysis | 3.890 | 0.891 |
Interpersonal trust () | Calculated based on factor analysis | 4.650 | 0.682 | |
Environmental awareness | Environmental behavior () | I often sort the garbage and deliver it correctly: N | 2.441 | 0.806 |
Environmental knowledge () | I often collect waste separation knowledge and information: N | 1.990 | 1.025 | |
Environmental attitude () | I am very concerned about environmental problems: N | 4.240 | 0.874 | |
Control variables | ||||
Gender (GEN) | Male = 0, female = 1 | 0.480 | 0.500 | |
Age (AGE) (in years) | 0 ˂ AGE ≤ 30 = 1, 30 ˂ AGE ≤ 60 = 2, AGE ˃ 60 = 3 | 2.400 | 0.740 | |
Agricultural net income (ANI) (Ten thousand yuan) | Household net income from agriculture in 2018: ANI = 0 = 0; 0˂ ANI ≤ 1 = 1; 1˂ ANI ≤ 2 = 2; 2˂ ANI ≤ 3 = 3; ANI ˃ 3 = 4 | 0.976 | 1.110 | |
Education (EDU) | EDU ≤ 5 = 1, 5 ˂ EDU ≤ 8 = 2, 9 ≤ EDU ≤ 11 = 3, EDU ≥ 12 = 4 | 2.598 | 1.028 | |
Migrant work experience (MWE) | I have migrant work experience: no = 0, yes = 1 | 0.520 | 0.500 |
Variable | MNL (Model 1) | MVP (Model 2) | ||||
---|---|---|---|---|---|---|
LP | PP | LPP | LP | PP | LPP | |
0.311 | 0.410 * | 0.564 *** | 0.217 | 0.272 * | 0.399 *** | |
(0.241) | (0.220) | (0.207) | (0.154) | (0.143) | (0.137) | |
0.184 | 0.383 ** | 0.668 *** | 0.142 | 0.266 ** | 0.495 *** | |
(0.185) | (0.176) | (0.167) | (0.126) | (0.121) | (0.117) | |
0.425 * | 0.334 | 0.424 ** | 0.246 * | 0.192 | 0.271 * | |
(0.262) | (0.235) | (0.221) | (0.168) | (0.155) | (0.149) | |
0.512 * | 0.669 ** | 0.668 ** | 0.376 ** | 0.488 *** | 0.498 *** | |
(0.291) | (0.271) | (0.263) | (0.183) | (0.173) | (0.169) | |
0.046 | 0.335 * | 0.381 ** | 0.018 | 0.202 * | 0.250 * | |
(0.222) | (0.210) | (0.194) | (0.145) | (0.142) | (0.133) | |
GEN | 0.239 | 0.266 | 0.532 | 0.255 | 0.247 | 0.467 |
(0.443) | (0.406) | (0.384) | (0.285) | (0.266) | (0.256) | |
AGE | −0.959 ** | −0.819 ** | −1.070 *** | −0.54 ** | −0.442 ** | −0.645 *** |
(0.392) | (0.373) | (0.359) | (0.235) | (0.224) | (0.218) | |
ANI | 0.861 *** | 0.815 *** | 0.905 *** | 0.481 ** | 0.450 ** | 0.533 *** |
(0.332) | (0.309) | (0.297) | (0.202) | (0.189) | (0.183) | |
EDU | 0.992 ** | 0.861 ** | 0.888 ** | 0.627 ** | 0.543 ** | 0.573 ** |
(0.453) | (0.417) | (0.396) | (0.287) | (0.269) | (0.259) | |
MWE | 0.096 | 0.671 * | 0.552 | 0.037 | 0.419 * | 0.353 |
(0.450) | (0.407) | (0.386) | (0.282) | (0.262) | (0.251) | |
Log likelihood | −560.001 | −559.889 | ||||
) | 112.270 (0.000) | — | ||||
0.091 | — | |||||
) | — | 85.881 (0.000) | ||||
N | 592 | 592 |
Variable | New Generation (Model 3) | Older Generation (Model 4) | ||||
---|---|---|---|---|---|---|
LP | PP | LPP | LP | PP | LPP | |
2.790 | 2.547 ** | 2.489 | 0.463 | 0.503 | 0.695 | |
(1.488) | (1.478) | (1.470) | (0.271) | (0.243) | (0.225) | |
2.098 | 2.581 | 2.554 | 0.087 ** | 0.253 | 0.601 ** | |
(1.178) | (1.185) | (1.171) | (0.211) | (0.195) | (0.184) | |
2.977 | 3.500 *** | 2.814 | 0.585 ** | 0.695 | 0.496 * | |
(2.192) | (2.182) | (2.179) | (0.295) | (0.264) | (0.240) | |
2.672 | 2.884 *** | 2.937 | 0.464 | 0.628 | 0.587 | |
(1.405) | (1.394) | (1.389) | (0.326) | (0.296) | (0.281) | |
0.467 | 1.126 | 0.964 | 0.183 | 0.272 | 0.445 | |
(0.828) | (0.833) | (0.818) | (0.267) | (0.239) | (0.220) |
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Wu, W.; Li, L.; Chen, H.; Xu, M.; Yuan, Y. Farmers’ Preference for Participating in Rural Solid Waste Management: A Case Study from Shaanxi Province, China. Int. J. Environ. Res. Public Health 2022, 19, 14440. https://doi.org/10.3390/ijerph192114440
Wu W, Li L, Chen H, Xu M, Yuan Y. Farmers’ Preference for Participating in Rural Solid Waste Management: A Case Study from Shaanxi Province, China. International Journal of Environmental Research and Public Health. 2022; 19(21):14440. https://doi.org/10.3390/ijerph192114440
Chicago/Turabian StyleWu, Wenyan, Lu Li, Hanxin Chen, Minyue Xu, and Yalin Yuan. 2022. "Farmers’ Preference for Participating in Rural Solid Waste Management: A Case Study from Shaanxi Province, China" International Journal of Environmental Research and Public Health 19, no. 21: 14440. https://doi.org/10.3390/ijerph192114440
APA StyleWu, W., Li, L., Chen, H., Xu, M., & Yuan, Y. (2022). Farmers’ Preference for Participating in Rural Solid Waste Management: A Case Study from Shaanxi Province, China. International Journal of Environmental Research and Public Health, 19(21), 14440. https://doi.org/10.3390/ijerph192114440