“…Indeed, empirical research on the impact of non-farm employment on rural household consumption has yielded conflicting results. For example, some authors such as; Alemu et al,(2021) ;Asfaw,(2022) have found that non-farm employment improves household consumption by using a probit model of qualitative data and household characteristics such as age, gender, educational level, marital status, household size, and landholding size that are statistically significant, and the other researchers like Awoke,(2019); Anteneh and Gazuma,(2019) have found that non-farm is ineffective to improve household consumption by using a logistic model, and it was discovered that some forms of non-farm jobs reduce household consumption. However, the disparity could be attributable to methodological and variable variances among the disputants.…”