Table 5 The estimated impact of land transfer on the adoption of AGPTs by farmers.

Gender

−0.094

(0.128)

0.056

(0.185)

−0.083

(0.115)

−0.028

(0.102)

Age

−0.062

(0.057)

0.042

(0.071)

0.072

(0.047)

0.064

(0.040)

Education level

0.074

(0.047)

0.260***

(0.080)

−0.001

(0.052)

0.073*

(0.044)

Health level

−0.047

(0.047)

−0.023

(0.065)

0.071

(0.045)

0.042

(0.037)

Village cadres

−0.003

(0.059)

−0.050

(0.143)

0.048

(0.107)

0.058

(0.084)

Household population

0.777***

(0.057)

−0.082

(0.074)

0.025

(0.049)

0.004

(0.042)

Number of part-time employees in the family

−0.051

(0.057)

0.012

(0.067)

0.041

(0.042)

0.006

(0.037)

Number of elderly farmers

0.143

(0.112)

−0.108

(0.081)

−0.092*

(0.055)

−0.107**

(0.047)

E-commerce training participation

−0.128

(0.114)

0.301

(0.189)

−0.070

(0.158)

0.104

(0.117)

Production technology information requirements

0.054

(0.053)

0.052**

(0.023)

0.035**

(0.016)

0.062***

(0.013)

Digital technology application

0.227

(0.160)

0.610***

(0.160)

0.568***

(0.173)

0.509***

(0.109)

Cooperative participation

0.050

(0.052)

0.017

(0.140)

0.100

(0.109)

0.033

(0.085)

Cultivated area of paddy fields

0.287*

(0.154)

−0.155*

(0.088)

−0.019

(0.165)

0.026

(0.038)

Fertility of paddy fields

0.038**

(0.017)

0.203***

(0.073)

0.057

(0.053)

0.117***

(0.044)

Evaluation of grain purchase prices

0.090*

(0.050)

Land transfer

0.307^***

(0.084)

Constants

0.090*

−0.759

−0.839*

0.307***

(0.050)

(0.740)

(0.465)

(0.084)

Wald test

LR test

140.78***

Log-likelihood

−1286.820

lns1

0.217***

(0.047)

lns2

0.005

(0.029)

r1

−0.412**

(0.168)

r2

0.030

(0.275)