Variables

Principal Components

1

2

3

4

5

6

7

V1 = Altitude (msnm)

0.164

0.115

−0.148

−0.320

−0.185

0.616

0.257

V2 = Household members (No.)

0.140

0.219

−0.297

−0.110

−0.031

−0.479

0.531

V3 = Experience as an agricultural producer (years)

0.343

−0.275

0.575

0.164

0.153

0.071

−0.040

V4 = Age of head of household (years)

0.133

−0.420

0.631

0.170

0.205

−0.043

0.049

V5 = Schooling of the head of household (years)

−0.006

0.195

−0.540

−0.055

−0.171

0.188

−0.316

V6 = Total property area (ha)

0.710

−0.136

−0.032

0.371

−0.461

−0.032

0.094

V7 = Area dedicated to agriculture (ha)

0.304

−0.146

−0.094

0.595

−0.552

0.038

0.176

V8 = Area dedicated to livestock (ha)

0.853

−0.118

0.016

0.032

−0.048

−0.093

0.027

V9 = Households that have irrigation water (%)

0.222

0.758

0.478

−0.146

−0.127

0.065

−0.022

V10 = Households with sufficient irrigation water (%)

0.259

0.749

0.412

−0.125

−0.071

0.057

−0.079

V11 = Households that have water reservoirs (%)

0.228

0.515

0.320

−0.159

−0.270

−0.215

0.056

V12 = Percentage of technology use in agriculture (%)

−0.146

0.522

−0.134

0.402

0.226

−0.048

0.162

V13 = Households that manage pastures (%)

0.655

−0.083

−0.042

−0.057

0.014

0.313

−0.321

V14 = Cows in milk production (No.)

0.796

−0.072

−0.156

−0.270

0.202

−0.176

0.052

V15 = Male bovines (No.)

0.646

−0.134

0.117

0.098

−0.046

0.043

0.002

V16 = Milk production (l animal−1 day−1)

0.856

−0.056

−0.153

−0.210

0.138

0.094

−0.072

V17 = Total milk production (l∙day−1)

0.759

−0.061

−0.134

−0.274

0.262

−0.170

0.123

V18 = Amount received as credit (US∙$)

0.139

0.054

−0.319

−0.150

0.041

0.123

0.207

V19 = Amount received for migration (US∙$∙year−1)

−0.055

0.003

0.148

0.161

0.289

0.501

0.602

V20 = Households that received technical assistance (%)

0.290

0.481

−0.217

0.430

0.255

0.107

−0.112

V21 = Households that participated in training courses (%)

0.283

0.300

−0.219

0.558

0.393

−0.043

−0.164