Skip to main content

Table 1 Socio-economic characteristics of the adopter and non-adopters

From: Impacts of climate-resilient push–pull technology on farmers’ income in selected counties in Kenya and Tanzania: propensity score matching approach

Farmer characteristics

Adopters

Non-adopters

Overall

χ2

N

%

N

%

N

%

 

Sex of the main farmer (binary)

     

 Female

130

53.5

148

61.1

278

57.3

2.85*

 Male

113

46.5

95

38.9

208

42.7

 

Education level of the main farmer (Categorical)

       

 No formal education

7

2.9

11

4.5

18

3.7

25.25***

 Primary school level

104

42.8

150

62.1

254

52.5

 

 Secondary school level

98

40.3

69

28.4

167

34.4

 

 Certificate and diploma level

30

12.3

10

4.1

40

8.2

 

 University degree level

4

1.6

2

0.8

6

1.2

 

Main occupation of the main farmer (Categorical)

       

 Farming (crop + livestock)

209

86.0

205

84.4

414

85.2

24.66***

 Salaried employment

4

1.6

5

2.0

9

1.8

 

 Self-employed off-farm

22

9.1

23

9.4

45

9.2

 

 Casual laborer on other farms

0

0.0

0

0.0

0

0.0

 

 Casual laborer non-farm activities

4

1.6

4

1.6

8

1.6

 

 Others

4

1.6

6

2.5

10

2.1

 

Membership to farmers’ group (binary, 1 = Yes, 0 otherwise)

       

 Yes

205

84.4

158

64.8

363

74.5

0.55

 No

38

15.6

85

35.2

123

25.5

 
  1. ***Significant at 1%, *Significant at 10%