Explanatory variables
| Sex of farmer (1 = male; 0 = female) |
| Age of farmer (years) |
| Level of education (1 = No formal education; 2 = primary education; 3 = secondary education; 4 = tertiary education) |
| Years of experience in cassava farming (years) |
| Attended training (1 = Yes; 0 = No) |
| Access to internet service (1 = Yes; 0 = No) |
| Access to extension services (1 = Yes; 0 = No) |
| Awareness of IITA herbicide calculator (1 = Yes; 0 = No) |
| Awareness of Akilimo (1 = Yes; 0 = No) |
| Ownership of smartphone (1 = Yes; 0 = No) |
| Usage of paid phone application (1 = Yes; 0 = No) |
| Heard of calibration spraying (1 = Yes; 0 = No) |
| Cost of digital application tool (1 = Yes; 0 = No) |
| Ease of use of digital application tool (1 = Yes; 0 = No) |
| Innovativeness of digital application tool (1 = Yes; 0 = No) |
| Digital application tool used by other farmers (1 = Yes; 0 = No) |
| Sex of farmer (1 = male; 0 = female) |
| Age of farmer (years) |
| Level of education (1 = No formal education; 2 = primary education; 3 = secondary education; 4 = tertiary education) |
| Years of experience in cassava farming (years) |
| Attended training (1 = Yes; 0 = No) |
| Access to internet service (1 = Yes; 0 = No) |
| Access to extension services (1 = Yes; 0 = No) |
| Awareness of IITA herbicide calculator (1 = Yes; 0 = No) |
| Awareness of Akilimo (1 = Yes; 0 = No) |
| Ownership of smartphone (1 = Yes; 0 = No) |
| Usage of paid phone application (1 = Yes; 0 = No) |
| Heard of calibration spraying (1 = Yes; 0 = No) |
| Cost of digital application tool (1 = Yes; 0 = No) |
| Ease of use of digital application tool (1 = Yes; 0 = No) |
| Innovativeness of digital application tool (1 = Yes; 0 = No) |
| Digital application tool used by other farmers (1 = Yes; 0 = No) |
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