Table 7.
Drivers of food and nutrition security outcomes (DDS, CDDS, and FCS)
| FCS | DDS | CDDS | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Variable | participants | Non- participants | participants | Non- participants | participants | Non- participants | ||||||
| Coef. | Robust Std. Err. | Coef. | Robust Std. Err. | Coef. | Robust Std. Err. | Coef. | Robust Std. Err. | Coef. | Robust Std. Err. | Coef. | Robust Std. Err. | |
| HH-size | 0.274 | 0.273 | 0.251* | 0.147 | 0.011 | 0.021 | 0.018*** | 0.005 | 0.010 | 0.011 | 0.016*** | 0.005 |
| Gender-head | − 0.005 | 0.285 | − 0.032 | 0.284 | − 0.039 | 0.045 | − 0.054 | 0.048 | − 0.092** | 0.037 | − 0.060*** | 0.023 |
| Age-head | 0.005 | 0.016 | − 0.036 | 0.024 | − 0.007*** | 0.001 | − 0.012*** | 0.003 | − 0.007*** | 0.001 | − 0.006*** | 0.002 |
| Education | 3.292*** | 0.771 | 3.202*** | 1.155 | 0.264*** | 0.034 | 0.254*** | 0.070 | 0.038*** | 0.008 | 0.034 | 0.030 |
| Irrigation | 1.618** | 0.828 | − 0.833 | 1.167 | 0.165*** | 0.050 | − 0.041 | 0.062 | 0.098* | 0.055 | 0.055 | 0.153 |
| Landcat2 | − 5.693*** | 2.121 | − 5.973*** | 1.877 | − 0.385** | 0.176 | − 0.465*** | 0.108 | − 0.156*** | 0.049 | 0.116*** | 0.045 |
| Landcat3 | − 3.127* | 1.904 | − 2.855 | 1.877 | − 0.229 | 0.168 | − 0.197* | 0.108 | − 0.059 | 0.072 | 0.032 | 0.032 |
| Landcat4 | − 2.377 | 1.778 | − 1.621 | 1.663 | − 0.204 | 0.165 | − 0.102 | 0.112 | − 0.062 | 0.064 | 0.026 | 0.034 |
| Landcat5 | − 0.757 | 1.870 | − 1.503 | 1.640 | − 0.071 | 0.166 | − 0.110 | 0.103 | − 0.174** | 0.083 | − 0.015 | 0.028 |
| Landcat6 | 1.473 | 1.715 | 1.365 | 1.397 | 0.135 | 0.157 | 0.107 | 0.115 | − 0.123 | 0.092 | − 0.005 | 0.070 |
| Landcat7 | 5.658*** | 1.634 | 7.507*** | 2.959 | 0.162 | 0.162 | 0.375 | 0.239 | − 0.034 | 0.106 | 0.026 | 0.072 |
| Marketcat1 | 2.420 | 1.731 | 4.679** | 2.253 | 0.183 | 0.125 | 0.440*** | 0.140 | 0.091 | 0.103 | 0.086** | 0.039 |
| Marketcat2 | 1.786** | 0.849 | 2.114** | 0.984 | 0.186** | 0.090 | 0.216*** | 0.071 | 0.055* | 0.030 | 0.047 | 0.052 |
| Marketcat3 | − 0.100 | 0.321 | 0.148 | 0.488 | 0.024 | 0.049 | − 0.001 | 0.081 | − 0.035 | 0.036 | − 0.006 | 0.040 |
| Watersource1 | 1.286** | 0.654 | 1.239** | 0.617 | 0.098 | 0.064 | 0.139** | 0.072 | 0.040 | 0.073 | 0.007 | 0.017 |
| Watersource3 | 5.809** | 2.468 | 4.390** | 2.288 | 0.292** | 0.138 | 0.180 | 0.145 | − 0.025 | 0.072 | − 0.033 | 0.028 |
| Off-farm | − 0.511 | 2.038 | − 0.517 | 2.288 | 0.119 | 0.122 | − 0.007 | 0.137 | − 0.005 | 0.063 | − 0.003 | 0.095 |
| TLU (log) | 0.789*** | 0.061 | 0.655*** | 0.102 | 0.053*** | 0.004 | 0.053*** | 0.008 | 0.014** | 0.007 | 0.019*** | 0.006 |
| Number of crops | 0.398 | 0.284 | 0.454*** | 0.088 | 0.080*** | 0.024 | 0.073*** | 0.015 | 0.018 | 0.017 | 0.039** | 0.016 |
| Commercialization rate | 0.079*** | 0.003 | 0.072*** | 0.008 | 0.008*** | 0.001 | 0.007*** | 0.001 | − 0.000 | 0.002 | − 0.001 | 0.001 |
| Fertilizer | − 0.378 | 0.557 | 0.883 | 0.605 | 0.022 | 0.033 | 0.089** | 0.036 | − 0.172*** | 0.058 | − 0.077 | 0.050 |
| Pesticides | 2.300*** | 0.406 | 2.389*** | 0.936 | 0.171*** | 0.028 | 0.237*** | 0.069 | 0.036 | 0.061 | 0.015 | 0.052 |
| Price index deflated | 2.431*** | 0.413 | 2.301*** | 0.598 | 0.135*** | 0.011 | 0.199*** | 0.043 | − 0.817*** | 0.057 | − 0.570*** | 0.090 |
| Off-farm resid | 1.470 | 0.968 | 1.270 | 0.977 | 0.040 | 0.054 | 0.126*** | 0.049 | 0.023 | 0.015 | 0.036 | 0.041 |
| District FE | Yes | Yes | ||||||||||
| _Cons | 38.107*** | 8.070 | 39.843*** | 9.512 | 5.031*** | 0.350 | 4.766*** | 0.630 | 8.512*** | 0.462 | 6.060*** | 0.697 |
| Sigma_1 | 14.938*** | 0.075 | 1.253*** | 0.015 | 0.983*** | 0.048 | ||||||
| Sigma_2 | 14.634*** | 0.096 | 1.291*** | 0.015 | 0.865*** | 0.040 | ||||||
| Rho_1 | − 0.021 | 0.057 | − 0.006 | 0.052 | − 0.091** | 0.040 | ||||||
| Rho_2 | 0.002 | 0.037 | − 0.020 | 0.057 | − 0.025 | 0.038 | ||||||
***p < 0.01, **p < 0.05, *p < 0.1