TABLE 3.

Marginal effects from the multinomial logit climate change adaptation model.

Explanatory variable	Terracing for soil & water conservation		Fertiliser application		Income diversification		Livestock diversification		Changing planting date		Crop diversification with improved variety		No adaptation
	dy/dx	s.e.	dy/dx	s.e.	dy/dx	s.e.	dy/dx	s.e.	dy/dx	s.e.	dy/dx	s.e.	dy/dx	s.e.
Demographic
Gender	−0.0159	0.0626	0.0928	0.0688	−0.0310	0.0223	0.0466	0.0470	−0.0861	0.0598	0.0356	0.0386	−0.0419	0.0348
Age	0.0145*	0.0076	−0.0007	0.0030	−0.0163**	0.0076	0.0014	0.0021	0.0130***	0.0026	0.0067**	0.0030	−0.0051	0.0033
Family size	−0.0592	0.0415	−0.0026	0.0338	−0.0157	0.0201	−0.0111	0.0183	0.0220	0.0275	−0.0046	0.0308	−0.0714**	0.0320
Human capital
Education	0.0148	0.0381	−0.0581*	0.0212	−0.0507	0.0312	0.0031	0.0184	0.0575**	0.0272	0.1671***	0.0435	−0.0287	0.0184
Assets and income
Farm size	0.2574	0.2178	0.2061	0.1699	0.2343	0.1631	0.0647	0.1100	−0.1947	0.1327	0.3103**	0.1241	0.0304	0.1249
Livestock holding	0.12547***	0.0302	0.0083	0.01975	0.0346***	0.0114	0.0485**	0.0238	0.0168	0.0191	0.0041	0.0182	0.0821	0.0404
Income	8.8444	0.00002	0.00002***	8.8222	0.00005**	0.00002	−4.5444	0.5888	0.00002***	7.7555	0.00002***	9.0111	−0.00001**	0000
Public access
Access to market	0.0110	0.0738	0.0441	0.0611	−0.0298	0.0449	−0.0234	0.0347	0.0103	0.0467	−0.01291**	0.0440	0.0168	0.0472
Climate information	0.1102*	0.0629	0.0181	0.0628	0.0780***	0.0252	0.0079	0.0472	0.0804	0.0552	−0.0319	0.0479	−0.0423	0.0497
Extension access	0.1494*	0.0887	−0.0780	0.0714	0.0064	0.0753	0.029819	0.0855	0.0672	0.0797	0.1192***	0.0462	0.0047	0.0444
Agroecological zonation
Midland	0.1185***	0.0802	0.0760	0.0909	−0.0845**	0.0375	0.0229	0.0562	0.0142	0.0927	−0.0902***	0.0327	0.0430	0.0330
Highland	0.3793***	0.0777	−0.1146*	0.0588	−0.0874***	0.0338	−0.0108	0.0407	−0.2003***	0.0580	−0.0256	0.0560	0.0596*	0.0317

dy/dx, marginal effect; s.e., standard error.

^{***, **, *}, indicates significant at 1%, 5% and 10% probability level, respectively.