Abstract:
Ethiopian agriculture is dominated by a smallholder farming system, where the farmers rely 
on traditional farming method, which is labor-intensive and prone to drudgery. Appropriate 
mechanization should replace human labor in agriculture but, there is a low level of 
mechanization in the country. Based on this, the study aimed to investigate agricultural 
mechanization practices in smallholder farming systems in the Hitosa district of the Oromia 
region. To achieve the objective of this study, different methods were used. A total of 104 (80 
farmers and 24 agricultural experts) were selected using multistage sampling techniques. 
Interviews, observations, and semi-structured questionnaires were used to collect data. 
Linear regression was used to predict the effect of mechanization input on crop 
production. Additionally, to suggest an appropriate mechanization scale, Agricultural 
Mechanization Models (Model-1: traditional farming; Model-2: semi-mechanized farming
and Model-3 mechanized farming) were developed. In the models, the required and saved 
hours, labor and crop productivity, and energy consumed via human, animal, and 
mechanical power were compared. Finally, the mechanization status of the study area was 
determined by the degree, level, and capacity of mechanization. The results indicated that 
using mechanization input has a positive and significant effect on crop production. The level 
of mechanization in the study area was 0.281 hp/ha and, to reach 1.5 hp/ha, 264 tractors
would be required. The aggregate degrees of mechanization carried out by motorized, human 
and draught animal power for wheat were 0.263, 0.068, and 0.17 hp-hr/ha, respectively. The 
work done by all the power sources, i.e., mechanization indices for wheat and barley were 52 
and 64%, respectively. Among the three models, traditional farming was more labor intensive. Accordingly, mechanized farming saved more labor than traditional farming by 
87.1%. Besides saving labor and time, mechanizing the farm make it economical and 
productive. As a result, mechanized farming led to higher labor and crop productivity than 
traditional farming by 96.2 and 40.9%, respectively. The consumed labor and draught animal 
decreased when traditional farming was mechanized. Accordingly, mechanization capacity, 
i.e., energy consumed by human labor in traditional farming was higher than mechanized 
and semi-mechanized by 99.5 and 81.7%, respectively. Consequently, smallholder farmers 
should practice agricultural mechanization to upgrade their farming systems to mechanized 
farming. In general, agricultural mechanization practices in smallholder farming systems 
have a significant contribution to productivity, living standards, and sustainable growth. 
Therefore, the appropriate use of mechanization input for the smallholder farmers in the 
study area is crucial. So, the government and different stakeholders should facilitate the 
upgrading of the current traditional farming systems to mechanized farming systems