Table 10 Summary statistics for adopters and non-adopters of improved rice varieties.

From: Characterization of rice farming systems, production constraints and determinants of adoption of improved varieties by smallholder farmers of the Republic of Benin

Variables

Adopters

(N = 335)

Non-adopters

(N = 82)

Probability

Age

Mean (SD)

44.7

(12.3)

40.9

(13.0)

0.014

Education

Illiterate

213

(63.6)

56

(68.3)

0.417

Primary

67

(20.0)

18

(22.0)

Secondary

50

(14.9)

8

(9.8)

University

5

(1.5)

0

(0.0)

Household size

Mean (SD)

8.3

(4.6)

9.7

(5.1)

0.015

Experience

Mean (SD)

13.7

(10.0)

15.0

(12.8)

0.339

Off-farm income

No

242

(72.2)

76

(92.7)

< 0.001

Yes

93

(27.8)

6

(7.3)

Land ownership

No

85

(25.4)

15

(18.3)

0.229

Yes

250

(74.6)

67

(81.7)

Livestock ownership

0

304

(90.7)

69

(84.1)

0.240

2

20

(6.0)

10

(12.2)

3

1

(0.3)

0

(0.0)

4

10

(3.0)

3

(3.7)

Machinery ownership

No

298

(89.0)

66

(80.5)

0.060

Yes

37

(11.0)

16

(19.5)

Total farm size

Mean (SD)

4.3

(5.4)

4.5

(5.2)

0.757

Land size under rice cultivation

Mean (SD)

1.2

(1.4)

1.0

(1.0)

0.099

Total workforce

Mean (SD)

8.5

(11.6)

6.8

(8.3)

0.235

Family workforce

No

69

(20.6)

10

(12.2)

0.113

Yes

266

(79.4)

72

(87.8)

Hired farm labour

No

156

(46.6)

58

(70.7)

< 0.001

Yes

179

(53.4)

24

(29.3)

Crop diversification

No

43

(12.8)

7

(8.5)

0.376

Yes

292

(87.2)

75

(91.5)

Training in rice farming

No

85

(25.4)

58

(70.7)

< 0.001

Yes

250

(74.6)

24

(29.3)

Membership of farmers association

No

99

(29.6)

55

(67.1)

< 0.001

Yes

236

(70.4)

27

(32.9)

Rice as main crop

No

125

(37.3)

47

(57.3)

0.002

Yes

210

(62.7)

35

(42.7)

Use of fertilizer

No

56

(16.7)

36

(43.9)

< 0.001

Yes

279

(83.3)

46

(56.1)

Use of pesticides

No

107

(31.9)

28

(34.1)

0.802

Yes

228

(68.1)

54

(65.9)

Animal traction

No

305

(91.0)

70

(85.4)

0.185

Yes

30

(9.0)

12

(14.6)

Irrigation

No

297

(88.7)

67

(81.7)

0.131

Yes

38

(11.3)

15

(18.3)

Farmers output of rice

Mean (SD)

2.4

(2.3)

2.0

(2.9)

0.211

Off-season rice

No

275

(82.1)

61

(74.4)

0.154

Yes

60

(17.9)

21

(25.6)

Government extensions

No

142

(42.4)

64

(78.0)

< 0.001

Yes

193

(57.6)

18

(22.0)

NGOs

No

264

(78.8)

74

(90.2)

0.027

Yes

71

(21.2)

8

(9.8)

International institutes

No

318

(94.9)

82

(100.0)

0.077

Yes

17

(5.1)

0

(0.0)

Regions

Centre

42

(12.5)

0

(0.0)

< 0.001

North

154

(46.0)

82

(100.0)

South

139

(41.5)

0

(0.0)

  1. Probability values that are significant at 0.05 level are in bold.