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Table 3 Effect of exposure to agricultural smartphone apps on user rate

From: Effects of exposure on adoption of agricultural smartphone apps among smallholder farmers in Southwest, Nigeria: implications on farm-level-efficiency

 

Osun

Oyo

Coefficient

Std. Err

Coefficient

Std. Err

Full population (ATE)

0.5379***

0.0814

0.6440***

0.2l96

Within agricultural smartphone app-exposed subpopulation (ATEl)

0.6795***

0.0794

0.6612***

0.0907

Within the non-agricultural smartphone app-exposed subpopulation (ATE0)

0.4933***

0.0131

0.3379***

0.08l4

Expected non-exposure bias

0.4034***

0.1238

0.7601*

0.4250

Expected population selection bias

0.2335***

0.0675

0.2477***

0.0942

Sample estimate (Observed)

 Nr/N

0.6523***

0.2847

0.7297***

0.1005

 Nu/N

1.0204***

0.3240

0.9092***

0.3150

 Nu/Nr

2.3873***

0.7l02

1.0564***

0.4187

  1. *** and *represent significance at 1% and 10% respectively
  2. N: number of observation
  3. Nr: number of respondents who have heard about agricultural smartphone apps
  4. Nu: number of users