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Table 1 Household characteristics by adoption status of improved pigeonpea in 2006/07

From: Determinants of agricultural technology adoption under partial population awareness: the case of pigeonpea in Malawi

Characteristic

Non-adopters (n = 381) 86 %

Adopters (n = 59) 14 %

Total (n = 440)

Difference

Socio-demographic factors

    

 Proportion of male farmers

72.3 (2.1)

66.1.4(2.9)

72.5.1(2.1)

7.7(3.5)**

 Age

45.3 (0.91)

45.9 (2.3)

45.4 (0.84)

−0.60 (2.48)

 Household size

4.6 (0.10)

5.2 (0.28)

4.8 (0.09)

−0.5(0.28)*

 Years of residence in the village

30.4 (1.00)

29.6(1.22)

30.1(0.77)

0.83(1.5)

 Land holding size

2.1 (0.7)

3.1 (2.3)

2.3 (0.1)

−0.9 (0.2)***

 Off-farm income (MK)

16682 (1679)

58464(21409)

22298(3287)

−42781(9440)*

 Value of assets (MK)

5856(729)

9627(3790)

6362(810)

−3770(2374)

Education and experience farming

    

 Years of schooling

4.9(0.19)

5.1(0.24)

5 .0(0.15)

−0.18 (0.30)

 Years of experience in pigeonpea farming

15.1 (0.66)

18.3 (0.94)

15.5 (0.7)

−3.2(1.1)*

 Years of experience in groundnut farming

8.6 (0.57)

12.3 (0.91)

8.7 (0.49)

−4.1(1.0)**

Institutional factors

    

 Proportion farmers with access to credit

15.2 (2)

33 (6)

17.7 (1.1)

−18 (5)***

 Distance to village market

2.7 (0.13)

0.73 (0.19)

2.4 (0.1)

1.91 (0.36)***

 Distance to the farmer club

0.15 (0.03)

0.03 (0.02)

0.41(0.03)

0.13 (0.09)

 Distance to an agricultural office

4.5(0.14)

4.7(0.37)

4.6(0.13)

−0.04 (0.39)

 Contacts with government extension

5.6 (0.78)

2.8(0.90)

5.3 (0.77)

2.11 (2.1)

 Contacts with NGO extension worker

1.8 (0.8)

0.46 (0.15)

1.2(0.48)

1.33 (1.0)

 Membership in faith based organization (%)

51 (20)

0.50 (14)

12.5 (1.3)

12.5 (2.7)***

 Membership in a farmer’s club

7.6(1.3)

13.6(4.4)

8.4(1.3)

5.9(3.8)

  1. Source: ICRISAT Treasure Legumes/TLII Study (April- May 2008)
  2. Data with asterisk Indicates that difference between adopters and non-adopters is statistically significant at 95 % level (t-tests are used for differences in means). *indicates significance at 10 %. **indicates significance at 5%. ***indicates significance at 1%