Table 5 Estimation results—logit model

LocEDM

0.1872***

− 6.83

0.000

LocTM

0.8328

− 0.74

0.460

LocBL

0.1459***

− 7.62

0.000

LocBI

0.5003***

− 2.89

0.004

LocRO

0.4339***

− 3.35

0.001

LocALG

1.4649

0.96

0.335

LocMD

0.4128*

− 1.76

0.079

LocAZ

3.7874***

2.91

0.004

Acreage

0.9979

− 0.91

0.363

Small

1.0024

0.66

0.508

Landownership

1.0046*

1.72

0.085

Fruit

0.9939

− 1.26

0.206

Olives

0.9740***

− 8.39

0.000

Vineyard

1.0055*

1.76

0.078

Cereals

0.9764***

− 5.44

0.000

Vegetables

1.0040

0.63

0.530

Cattle

0.8284***

− 3.89

0.000

Sheep

0.9448

− 1.29

0.198

Goat

0.9606

− 0.62

0.534

Young

1.0474***

2.66

0.008

Farms

0.9938

− 4.11

0.000

Constant

11.586**

2.15

0.031

Wald χ² = 616.01 Prob > χ² = 0.0000

Hosmer–Lemeshow χ² = 15.65; Prob > χ² = 0.058

Pearson χ² = 3870.16; Prob > χ² = 0.000

Pseudo R² = 0.1526

AUC = 0.7585

Correctly classified: 70.50%