Table 8 Logistic regression model predicting the influence of household heads’ socio-economic characteristics on their perceptions of the impact of cocoa expansion on crop diversification in the Juaboso-Bia landscape

Constant

4.691

0.019

108.938

Sex (Male)

-0.982

0.10*

0.405

Age

-0.041

0.196

0.960

Education status

-0.338

0.562

0.713

Marital status

-1.215

0.164

0.279

Household size

0.096

0.718

1.101

Cocoa cooperation membership

-0.552

0.452

0.576

Cropland conversion

1.079

0.093*

2.942

Credit access

0.681

0.206

1.975

Total household income

0.645

0.050**

1.906

Access to extension officers

-1.290

0.263

0.275

Pseudo R2

0.71

-2 Log Likelihood

85.46

Significance

0.007

Observation

200