Technical efficiency of teff farms in Ethiopia: Do neighborhood effects matter? A copula stochastic frontier and spatial Durbin regression

被引:1
|
作者
Fikadu, Asmiro Abeje [1 ,2 ]
Gebre, Girma Gezimu [3 ,4 ]
机构
[1] Debre Tabor Univ, Dept Agr Econ, Debra Tabor, Ethiopia
[2] Kyushu Univ, Dept Agr & Resource Econ, Fukuoka, Japan
[3] Hawassa Univ, Fac Environm Gender & Dev Studies, Dept Agribusiness & Value Chain Management, Hawassa 05, Ethiopia
[4] Ritsumeikan Univ, Japan Soc Promot Sci JSPS, Postdoctoral Res Fellowship Program, Kyoto 6038577, Japan
关键词
Copula stochastic frontier; Ethiopia; Inverse distance; Neighborhood effect; Technical efficiency; Teff; Spatial Durbin regression; ADOPTION; CONSERVATION; ENDOGENEITY; DEPENDENCE; SYSTEMS;
D O I
10.1016/j.heliyon.2024.e31166
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Teff is essential to most Ethiopians, but its production is hampered by farmers' characteristics and spatially related neighborhood variables. This study analyzes the neighborhood effect on the technical efficiency of teff farms in Ethiopia using panel data from the Ethiopian socioeconomic survey. The spatial Durbin regression models (SDM) and Copula stochastic frontier were used with 858 teff-growing farmers. The mean value of teff's technical efficiency was found to be 53 %, meaning that farmers had a 47 % likelihood of improving teff farm efficiency. The results from the SDM indicate a significant contribution of neighborhood effects for improving technical efficiency in teff farms. Thus, policymakers could explore implementing localized interventions and knowledge-sharing initiatives to disseminate best practices, innovative technologies, and agronomic knowledge within specific spatial clusters. By doing so, they can leverage the observed influence of neighborhood dynamics on teff farm efficiency.
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页数:12
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