Table 6. Average marginal effects after... | Emerald Publishing

Table 6.

Average marginal effects after probit

Marginal	Effects
Variable	Dy/dx	Std. err.	Z	p>\|z\|
Farm risk level	−0.145	0.067	−2.19	0.029**
Damage caused by an event	−0.072	0.051	−1.42	0.154
Ability to adapt	0.178	0.010	1.80	0.071*
Income of farmer	−0.000	0.000	−2.30	0.021**
Access to credit	0.0822	0.105	0.78	0.434
Household size	−0.022	0.034	−0.64	0.520
Gender	0.077	0.268	0.29	0.773
Age	−0.033	0.009	−3.83	0.000***
Educational level (years)	−0.004	0.031	−0.13	0.897
Farming experience (years)	0.026	0.09	2.74	0.006***
Climate change awareness	0.237	0.100	2.36	0.019**
Land ownership	−0.021	0.042	−0.50	0.616
Farm size (acres)	−0.011	0.011	−0.97	0.332
Extension visit	0.316	0.139	2.28	0.023**
Farming methods	0.025	0.059	0.43	0.670

Marginal	Effects
Variable	Dy/dx	Std. err.	Z	p>\|z\|
Farm risk level	−0.145	0.067	−2.19	0.029**
Damage caused by an event	−0.072	0.051	−1.42	0.154
Ability to adapt	0.178	0.010	1.80	0.071*
Income of farmer	−0.000	0.000	−2.30	0.021**
Access to credit	0.0822	0.105	0.78	0.434
Household size	−0.022	0.034	−0.64	0.520
Gender	0.077	0.268	0.29	0.773
Age	−0.033	0.009	−3.83	0.000***
Educational level (years)	−0.004	0.031	−0.13	0.897
Farming experience (years)	0.026	0.09	2.74	0.006***
Climate change awareness	0.237	0.100	2.36	0.019**
Land ownership	−0.021	0.042	−0.50	0.616
Farm size (acres)	−0.011	0.011	−0.97	0.332
Extension visit	0.316	0.139	2.28	0.023**
Farming methods	0.025	0.059	0.43	0.670

Notes:

*p = 0.1; **p = 0.05; and ***p = 0.01

Source: Authors’ own creation