Variable | Coefficient estimates | Marginal effects | ||
---|---|---|---|---|
Coef. | Std. error | Coef. | Std. error | |
Dependent variable: (number of LCTs adopted) | ||||
 Farmer and household characteristics | ||||
  Gender | 0.0848 | 0.0720 | 0.2110 | 0.1787 |
  Age | − 0.0180 | 0.0053c | − 0.0448 | 0.0131c |
  Education | 0.0566 | 0.0175c | 0.1409 | 0.0186c |
  Experience | 0.0075 | 0.0055 | 0.0187 | 0.0137 |
  Household size | 0.0705 | 0.0396a | 0.1754 | 0.0988a |
Farmer behavior | ||||
 Climate change awareness | 0.1109 | 0.0500b | 0.2760 | 0.1250b |
 Low carbon agriculture awareness | 0.0868 | 0.0306b | 0.2161 | 0.0758b |
 Risk aversion | − 0.0264 | 0.0157a | − 0.0657 | 0.0391a |
Field characteristics | ||||
 Farm income ratio | − 0.0327 | 0.0309 | − 0.0814 | 0.0769 |
 Farm size | − 0.0009 | 0.0127 | − 0.0023 | 0.0317 |
 Machinery ownership | 0.0505 | 0.0160c | 0.1258 | 0.0442c |
 Soil fertility deficiency | − 0.0398 | 0.0227a | − 0.0991 | 0.0567a |
 Sufficient water irrigation | 0.0672 | 0.0465 | 0.1671 | 0.1153 |
External environment | ||||
 Credit access | 0.0184 | 0.0058c | 0.0459 | 0.0137c |
 Technical support | 0.0590 | 0.0187c | 0.1467 | 0.0414c |
 Subsidies | 0.0110 | 0.0033c | 0.0274 | 0.0075c |
 Constant | 1.5385 | 0.4032c |  |  |
 Log likelihood | − 829.021 |  |  |  |
 Prob. > chi2 | 0.00001 |  |  |  |
 Pseudo R2 | 0.1419 |  |  |  |