| dc.description.abstract | Implementing different climate-smart agriculture (CSA) practices helps by lowering 
greenhouse gas emissions, building resilience to climate change, increasing production and 
productivity, and thereby improving farmers’ well-being. Understanding farmers' adoption 
behavior and evaluating the welfare impacts of these practices inform strategies for 
governments and development partners to promote their use in smallholder production 
systems. This paper analyzes factors that affect adoption of CSA practices and evaluates the 
impact of CSA on household welfare in terms of food consumption expenditure, calorie intake, 
and income, using a cross-sectional survey of 387 farm households selected from Abichu Gnea 
district, Oromia National Regional State of Ethiopia. The multinomial logit model was used to 
identify factors affecting the adoption of CSA practices, while the multinomial endogenous 
switching regression model was used to analyze the impact of those practices. In the study 
area, there were 12 commonly used CSA practices. Using the principal component analysis 
method, the researcher grouped these 12 practices into three components, namely 
conservation agriculture, integrated soil fertility management, and livestock management 
practices. The result of the study revealed that the likelihood of using large possible 
combinations of CSA packages was positively and significantly influenced by the education 
status of the household head, engagement in off-farm activities, farm size, livestock holding, 
annual frequency of agricultural extension contact, access to credit, training on CSA 
practices, and access to weather information, while negatively affected by the age of the 
household head. If non-adopting farm households adopted large possible combinations of CSA 
packages, which consisted of conservation agriculture, livestock management practices, and 
integrated soil fertility management, it would result in an increase of Birr 7684.03 in their 
total annual food consumption expenditure per adult equivalent of households, 3457.57 
kilocalories in calorie intake per adult equivalent per day, and Birr 23890.71 in their total 
annual on-farm income. Thus, for farm households, it is recommended that combining and 
using conservation agriculture, integrated soil fertility management, and livestock 
management together have a greater and more positive impact on farm households' food 
consumption expenditure, calorie intake, and on-farm income, than adopting them alone. 
Therefore, in light of the benefits offered by CSA practices in combination, it is imperative to 
effectively target policies and programs that promote these practices to enhance household 
food consumption expenditures and income and reduce food insecurity. | en_US |