Investigating Socio-Technological Barriers to Mechanization in Ethiopian Smallholder Agriculture

This study examines the socio-economic, demographic, and technological factors influencing agricultural practices across three rural regions in Ethiopia: Melkasa, Halaba, and Loka Abaya. A pronounced gender disparity was observed, with male respondents constituting 86.66% in Melkasa, 100% in Halaba, and 93.33% in Loka Abaya, highlighting the limited participation of women in farming due to household responsibilities. The majority of respondents in all regions were middle-aged (26–55 years), with 83.3%, 80%, and 70% in Melkasa, Halaba, and Loka Abaya, respectively, underscoring their critical role in agricultural productivity. Educational diversity revealed that while 23.3–30% of farmers had completed secondary education, up to 16.6% lacked formal schooling, emphasizing the need for tailored knowledge dissemination to bridge educational gaps. Landholding patterns varied significantly, with Melkasa featuring smaller plots (2–4 Timad), Halaba showing moderate variability (3–7 Timad), and Loka Abaya favoring larger holdings (4.5–8 Timad). The adoption of improved technologies remained low, with 16.7% in Melkasa, 23.3% in Halaba, and only 3.3% in Loka Abaya utilizing modern tools. Barriers to adoption included limited awareness, resource constraints, and resistance among older farmers, as reflected by the significant negative correlation between technology use and age (r = -0.224, p < 0.05). Traditional power sources dominated farming practices, with reliance rates of 67.7%, 70%, and 96.7% in Melkasa, Halaba, and Loka Abaya, respectively. While improved plow technologies demonstrated potential to reduce drudgery (r = -0.300, p < 0.01) and enhance productivity, adoption rates were hindered by high costs and resource shortages, such as oxen. Correlations revealed that experienced farmers were more likely to adopt advanced systems, but socio-economic barriers persisted. This study highlights the need for targeted interventions, including subsidies, mechanization programs, and gender-inclusive policies, to bridge productivity gaps and promote sustainable farming practices. Tailored extension services, awareness campaigns, and equitable resource distribution are essential to empower farmers and improve agricultural outcomes in the surveyed regions.