Variables

Coefficient

Feature phone adopters

Smart phone adopters

Computer adopters

Age

0.0228

0.00182

0.00128

0.00124

(0.0211)

(0.00169)

(0.00119)

(0.00116)

sex

0.740***

0.0591***

0.0416***

0.0401***

(0.225)

(0.0182)

(0.0137)

(0.0133)

Household size

−0.0597

−0.00477

−0.00336

−0.00324

(0.0410)

(0.00331)

(0.00233)

(0.00226)

Primary education

0.894**

0.125*

0.0416**

0.0233**

(0.428)

(0.0662)

(0.0164)

(0.00913)

Secondary education and above

2.512***

0.154**

0.167***

0.144***

(0.494)

(0.0673)

(0.0338)

(0.0320)

Member in farmers’ group

0.435

0.0347

0.0245

0.0236

(0.306)

(0.0246)

(0.0174)

(0.0168)

Crop diversification

−0.799***

−0.0638***

−0.0449***

−0.0433***

(0.223)

(0.0185)

(0.0137)

(0.0133)

Access to credit

0.494**

0.0394*

0.0278*

0.0267*

(0.252)

(0.0204)

(0.0145)

(0.0140)

Contact with extension agents

0.523**

0.0418**

0.0294**

0.0283**

(0.220)

(0.0179)

(0.0129)

(0.0125)

Advice from NGOs

1.048***

0.0837***

0.0589***

0.0567***

(0.358)

(0.0303)

(0.0211)

(0.0204)

Farm location

0.991***

0.0791***

0.0557***

0.0537***

(0.233)

(0.0191)

(0.0149)

(0.0144)

Constant cut1

2.124**

(0.865)

Constant cut2

4.717***

(0.895)

Constant cut3

5.970***

(0.913)

Observations

400

400

400

400