Table IV. Determinants of smallholder... | Emerald Publishing

Table IV.

Determinants of smallholder farmers’ adaptation to climate change

Variable	Coefficient (robust standard error)	Marginal effect
GENDER	−1.846 (1.088)*	−0.162*
AGE	−1.180 (0.654)*	−0.104*
HHSize	−0.251 (0.105)**	−0.022**
YrOFFARMIN	0.016 (0.024)	0.001
EDUC	0.064 (0.154)	0.006
AGRICINC	0.0004 (0.0003)	0.00004
NON_AGRIC_INC	1.318 (1.084)	0.116
MIXEDFARM	2.082 (1.015)**	0.183**
KNOWCLIMATE	2.957 (1.421)**	0.260
LACK_KNWLGD	1.359 (1.091)	0.119
CREDIT	1.716 (1.608)	0.151
POVERTY	−2.304 (1.022)**	−0.203**
WATER	1.838 (1.344)	0.162
LAND	−2.264 (0.931)**	−0.199***
N Wald χ² (15) Probability > χ²	91 25.19 0.05

Variable	Coefficient (robust standard error)	Marginal effect
GENDER	−1.846 (1.088)*	−0.162*
AGE	−1.180 (0.654)*	−0.104*
HHSize	−0.251 (0.105)**	−0.022**
YrOFFARMIN	0.016 (0.024)	0.001
EDUC	0.064 (0.154)	0.006
AGRICINC	0.0004 (0.0003)	0.00004
NON_AGRIC_INC	1.318 (1.084)	0.116
MIXEDFARM	2.082 (1.015)**	0.183**
KNOWCLIMATE	2.957 (1.421)**	0.260
LACK_KNWLGD	1.359 (1.091)	0.119
CREDIT	1.716 (1.608)	0.151
POVERTY	−2.304 (1.022)**	−0.203**
WATER	1.838 (1.344)	0.162
LAND	−2.264 (0.931)**	−0.199***
NWald χ² (15)Probability > χ²	9125.190.05

Notes:

***;

** and

* indicate significance at 1%, 5% and 10% probability levels, respectively