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Table 4 Stage 1: Regression models (logit) Independent variable: linkages

From: Knowledge flows and linkage with universities: the vision of Mexican farmers

 

Model 1

Model 2

Model 3

Model 4

Elementary

−0.387

−0.378

−0.352

 
 

−1.52

−1.46

−1.39

 

University

   

−0.019

    

−0.07

Training

0.168

   
 

(4.17)***

   

ln_training

 

0.737

0.735

0.755

  

(5.32)***

(5.42)***

(5.39)***

Product-system

0.813

0.751

0.674

0.768

 

(3.32)***

(3.01)***

(2.81)***

(3.08)***

Farmers’ associations

0.623

0.572

0.51

0.626

 

(2.49)**

(2.25)**

(2.10)**

(2.47)**

Age

0.122

0.135

−0.011

0.127

 

(2.06)**

(2.24)**

−1.1

(2.13)**

sqr_age

−0.001

−0.001

 

−0.001

 

(2.27)**

(2.42)**

 

(2.40)**

Size

−0.001

−0.001

 

−0.001

 

−0.59

−0.68

 

−0.52

Crop1

−0.378

−0.356

 

−0.358

 

−1.31

−1.22

 

−1.23

Crop2

0.018

0.035

 

0.032

 

−0.05

−0.09

 

−0.08

South

−0.921

−1.034

−0.693

−1.051

 

(2.11)**

(2.33)**

(1.78)*

(2.38)**

West_centre

−1.364

−1.417

−1.228

−1.383

 

(4.32)***

(4.41)***

(4.07)***

(4.31)***

Centre

−1.666

−1.713

−1.32

−1.723

 

(4.23)***

(4.26)***

(3.75)***

(4.28)***

Temporal

0.44

0.443

 

0.441

 

−1.48

−1.46

 

−1.46

Constant

−2.438

−2.915

0.354

−2.792

 

−1.62

(1.91)*

−0.64

(1.83)*

Observations

412

412

412

412

LR Chi2(8)

96.41

105.03

92.97

102.91

Pseudo R2

0.1689

0.184

0.1629

0.1803

  1. Absolute value of z statistics in parentheses
  2. * Significant at 10 %; ** Significant at 5 %; *** Significant at 1 %