The Impact of Farmer Field School Training On Farmers’ Technical Efficiency: Evidence from Smallholder Maize Farmers in Oromia, Ethiopia (Published)
This study examines the impact of Farmer Field School (FFS) training program on technical efficiency of smallholder farmers. The FFS program was sponsored by the Ethiopian government and launched in 2010 to scale-up best agricultural practices in the country. The study aims to compare changes in the technical efficiency of those FFS graduate and non-FFS graduate maize farmers in Ethiopia. For this, panel data were collected in two rounds from 446 randomly selected households from three districts consisting of 218 FFS graduate farmers and 228 non-FFS graduate farmers. The analytical procedure has involved three stages: in the first stage, descriptive analyses were used to detect existence of difference in the outcome indicators between the two farmer groups. In the second stage, a semi-parametric impact evaluation method of propensity score matching with several matching algorithms was employed to estimate the program impact. In the third stage, Difference-in-Difference was used as robustness check in detecting causality between program intervention and the technical efficiency changes. The Combined uses of these alternative estimation techniques indicate that the program has negative impact on the technical efficiency of the FFS graduates. Numerous plausible explanations for this outcome are discussed, and recommendations for improvements are suggested accordingly.
Keywords: Impact Evaluation, Technical Efficiency, difference in difference, propensity score matching
The Impact of Farmer Field School Training On Farmers’ Technical Efficiency: Evidence from Smallholder Maize Farmers in Oromia, Ethiopia (Published)
This study examines the impact of Farmer Field School (FFS) training program on technical efficiency of smallholder farmers. The FFS program was sponsored by the Ethiopian government and launched in 2010 to scale-up best agricultural practices in the country. The study aims to compare changes in the technical efficiency of those FFS graduate and non-FFS graduate maize farmers in Ethiopia. For this, panel data were collected in two rounds from 446 randomly selected households from three districts consisting of 218 FFS graduate farmers and 228 non-FFS graduate farmers. The analytical procedure has involved three stages: in the first stage, descriptive analyses were used to detect existence of difference in the outcome indicators between the two farmer groups. In the second stage, a semi-parametric impact evaluation method of propensity score matching with several matching algorithms was employed to estimate the program impact. In the third stage, Difference-in-Difference was used as robustness check in detecting causality between program intervention and the technical efficiency changes. The Combined uses of these alternative estimation techniques indicate that the program has negative impact on the technical efficiency of the FFS graduates. Numerous plausible explanations for this outcome are discussed, and recommendations for improvements are suggested accordingly.
Keywords: Impact Evaluation, Technical Efficiency, difference in difference, propensity score matching