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Yi ∫ (Q1,Q2,Q3,Q4,Q5,Q6,Q7,Q8,Q9,Q10 υi)                       (4)

Where

    Y (independent Variable) is 1, if a farmer adopts improved crop
production technology and 0, if he does not,

Q1 = «fadama» participant

Q2 = Marital Status

Q3 = Age {continuous variable}

Q4 = Household size {continuous variable}

Q5 = Status of respondents

Q6 = Education

Q7 = Primary Occupation

Q8 = Social Group

Q9 = Awareness of improved variety

Q10 = Adoption of improved technology

υi random disturbance term.

Table (1): Results of the logit model of farmers› adoption of
             improved crop production technology

Variables  Log odds   Odds Ratio                P- value  Marginal Effect
           estimates                                           (dy/dx)
    Q1     1.168683    3.217753                  0.018
    Q3     .0048729    1.004885                  0.793        .1581018
    Q4     -.1724501   .8416003                  0.020        .0005333
    Q5     -1.994489   .1360832                  0.000        -.0188729
    Q6     0253735     1.025698                  0.870        -.1882692
    Q7     1.996564     7.36371                  0.000        .0027769
  Cons     .4632689    1.589261                  0.673        .2185038

Source : Field Data (2013) Computed with Stata

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