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. 2023 Feb 18;15(3):731–750. doi: 10.1007/s12571-023-01344-w

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