Table 4 Household Income ESR model results
Variable | Selection equation (CSA adoption) | outcome equation (log income) | ||||
|---|---|---|---|---|---|---|
Non-adopters | Adopters | |||||
Coef. | Robust Std. Err. | Coef. | Robust Std. Err. | Coef. | Robust Std. Err. | |
HH Education | − 0.05 | 0.04 | 0.05a | 0.30 | 0.02c | 0.01 |
Labour size | − 0.03 | 0.05 | 0.09 | 0.06 | 0.04c | 0.01 |
Arable land size | 0.14 | 0.11 | − 0.06 | 0.07 | 0.02 | 0.01 |
TLU | 0.25b | 0.13 | 0.03 | 0.06 | 0.02b | 0.01 |
Log crop income share | − 0.12 | 0.20 | 0.01 | 0.04 | ||
Log livestock income share | 0.09 | 0.17 | − 0.09b | 0.04 | ||
Log non-agriculture income share | 0.15 | 0.24 | 0.12b | 0.04 | ||
Asset index | 0.02 | 0.03 | 0.04c | 0.01 | ||
HH age | 0.01 | 0.02 | ||||
HH farm experience | 0.11 | 0.01 | ||||
KM to extension | 0.00 | 0.001 | ||||
Distance output market | 0.004b | 0.002 | ||||
Distance input market | − 0.01b | 0.01 | ||||
Local traders | 0.02 | 0.01 | ||||
Group membership | − 0.34 | 0.33 | ||||
Extension contact | − 0.05b | 0.02 | ||||
Access to weather forecasts | 0.35 | 0.31 | ||||
Draft animals | − 0.31 | 0.25 | ||||
Awareness CSA | 0.05 | 0.29 | ||||
Communication asset ownership | 0.78b | 0.32 | ||||
Transport asset ownership | − 0.50b | 0.24 | ||||
Tillage implements | − 0.45 | 0.43 | ||||
Fertile soil | 0.99b | 035 | ||||
Credit access | 0.07 | 0.34 | ||||
_cons | 1.65 | 1.17 | 1.01 | 0.98 | 1.81c | 0.14 |
/lns0 | − 0.77 | 0.39 | ||||
/lns1 | − 0.78 | 0.07 | ||||
/r0 | − 1.08 | 0.69 | ||||
/r1 | − 1.29 | 0.96 | ||||
sigma0 | 0.46 | 0.18 | ||||
sigma1 | 1.46 | 0.03 | ||||
rho0 | − 0.79 | 0.26 | ||||
rho1 | − 0.86 | 0.25 | ||||