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Table 6 Propensity score and covariate balancing

From: Are smallholder farmers benefiting from malt barley contract farming engagement in Ethiopia?

Variable

 

Mean

%Bias

% Bias reduction

p value

Treated

Control

P-score

Unmatched

0.583

0.28

129.6

 

0.000

Matched

0.517

0.51

3.3

97.5

0.789

Age

Unmatched

40.12

43.10

− 34.2

 

0.003

Matched

41.76

41.78

− 0.3

99.2

0.983

Sex

Unmatched

0.779

0.76

4.1

 

0.722

Matched

0.761

0.77

− 2.1

48.6

0.877

Education

Unmatched

3.98

3.38

16.2

 

0.186

Matched

4.06

4.50

− 11.8

27.3

0.586

Family size

Unmatched

5.85

5.05

40.7

 

0.001

Matched

5.88

6.13

− 12.8

68.6

0.382

Credit

Unmatched

0.377

0.26

24.3

 

0.034

Matched

0.440

0.44

− 1.6

93.4

0.912

Coop member

Unmatched

0.440

0.32

22.9

 

0.046

Matched

0.348

0.40

− 11.7

48.9

0.389

Livestock

Unmatched

1.60

1.00

62.0

 

0.000

Matched

1.17

1.09

7.5

87.9

0.396

Barley land

Unmatched

1.62

1.09

65.6

 

0.000

Matched

1.55

1.62

− 8.6

86.9

0.567

Extension contact

Unmatched

4.46

2.67

81.2

 

0.000

Matched

3.53

3.37

7.3

91.1

0.535

Distance to collect

Unmatched

3.91

5.53

− 56.7

 

0.000

Matched

4.22

4.24

− 0.7

98.7

0.957

Experience

Unmatched

3.89

3.24

53.1

 

0.000

Matched

3.84

3.70

11.8

77.8

0.404