Table 7 Marginal effect due to independent variables
| Explanatory variable | Crop diversification | Changing input use intensity | Change planting date | Tree planting | Integrating crop with livestock | Soil and water conservation |
|---|---|---|---|---|---|---|
| Sex |
0.127 (0.173) |
0.091 (0.227) |
−0.049 (0.540) |
0.311** (0.002) |
0.078*** (0.000) |
0.118*** (0.000) |
| Age |
−0.028 (0.968) |
−0.0026 (0.802) |
0.0010* (0.069) |
0.022 (0.785) |
−0.0008 (0.995) |
−0.0001 (0.175) |
| Education |
0.02* (0.096) |
0.014 (0.761) |
0.031* (0.084) |
0.020* (0.068) |
0.001* (0.098) |
0.001 (0.988) |
| Family size |
0.027 (0.935) |
0.007 (0.868) |
0.004 (0.797) |
0.013* (0.089) |
0.023* (0.018) |
0.04* (0.098) |
| Farming experience |
0.062 (0.045) |
0.132 (0.431) |
−1.800** (0.021) |
0.037* (0.044) |
1.44e−06 (0.32) |
−0.001 (0.473) |
| Farm size |
0.200* (0.028) |
0.017 (0.535) |
0.013* (0.059) |
0.024 (0.324) |
.0015* (0.036) |
.0129* (0.081) |
| Income |
0.002 (0.492) |
0.008** (0.002) |
0.008 (0.891) |
0.008 (0.636) |
0.004* (0.057) |
2.08e−06* (0.0172) |
| Access to market |
0.026* (0.040) |
0.027* (0.024) |
−0.096 (0.860) |
−0.022 (0.958) |
0.028 (0.991) |
0.106 (0.250) |
| Access to climate information |
0.070* (0.052) |
0.156 (0.021) |
0.390** (0.0059) |
0.327*** (0.0016) |
0.649*** (0.000) |
0.425*** (0.000) |
| Access to extension |
0.185* (0.094) |
0.240* (0.086) |
0.193* (0.082) |
0.055* (0.061) |
0.074*** (0.000) |
0.354* (0.056) |
| Livestock ownership |
0.100 (0.926) |
0.018 (0.753) |
0.095** (0.006) |
0.125 (0.812) |
0.051** (0.0091) |
0.008** (0.005) |