Kibrom Abay

Armed conflict, community-based cash transfers, and social cohesion: Evidence from a randomized intervention in Ethiopia

Estimating multidimensional development resilience

Existing measures of resilience are typically based on a single well-being indicator. This is problematic in contexts where households face deprivations across multiple dimensions. We develop a multidimensional resilience measure, integrating probabilistic moment-based resilience measurement approaches with multidimensional poverty measurement methods. Applying these to household panel data from Ethiopia, we show that univariate and multidimensional resilience measures based on expenditure-based poverty, dietary diversity, and livestock asset holdings can yield varied inferences on the ranking of households as well as potential impact of development interventions. Univariate resilience measures constructed using consumption expenditure, dietary diversity and livestock asset holdings show distinct temporal and spatial distributional patterns. But while univariate measures are weakly correlated with one another and with different well-being metrics, multivariate measures exhibit much stronger rank correlations. When we contrast univariate measures of resilience to multidimensional measures of resilience, we find that the latter vary less over the study period; multidimensional resilience measures seem to capture more “persistent or structural” vulnerability and associated capacity of households. We also demonstrate the differences in these univariate and multivariate measures, including the potential of the composite multidimensional resilience measures for supporting targeting processes.

The landscape of youth engagement in labor markets in Africa: Are youth driving structural transformation?

This paper assesses the landscape and evolution of youth engagement in labor markets in Africa, focusing on three important countries—Ethiopia, Kenya, and Nigeria—which together account for 40 percent of Africa’s youth population. We also examine whether Africa’s youth are driving structural transformation. To do so, we combine nationally representative data and surveys spanning more than two decades (from the 1990s to the 2020s). We situate the analysis within the region’s pressing youth unemployment challenge, where annual labor-force entrants surpass job creation. Our findings show that, despite substantial heterogeneities across countries, largely due to sectoral composition of economies, youth remain engaged in agriculture almost as much as adults. While labor continues to gradually shift out of agriculture, it has moved overwhelmingly into services rather than industry, reinforcing the unique pattern of structural transformation in Africa. More importantly, exit rates from agriculture are similar for youth and adults, except in Ethiopia, where youth are leaving agriculture at slightly higher rates than adults. In Ethiopia and Kenya, the entry rate into services is higher among young women, while entry into industry is higher among young men, suggesting distributional and equity implications of Africa’s ongoing structural transformation. These findings offer important insights and challenge simplistic views that youth are leaving agriculture in “droves” as well as the sometimes-embroidered perceptions of their role in that transformation. We discuss the implications of these findings for sustaining inclusive employment opportunities and argue that agriculture should remain central to job creation efforts in Africa.