We use CDRs of mobile phone users in Uganda combined with data from a phone survey to train machine-learning models to predict the sex of the mobile phone user and several indicators of economic empowerment such as ownership of a house and land, occupation, and decision-making over household income. The most accurate of the models predicts the sex of the mobile phone user with 78% accuracy.

The problem addressed in this paper is the challenge of moving from formulating policy goals to achieving the promised results. The purpose is to assess the possible role of innovation in agriculture as a way of contributing towards achieving the Malabo Declaration commitments and the zero hunger Sustainable Development Goal 2 (SDG2) in six African countries.

Small ruminant value chain development started in Ethiopia as part of Livestock and Fish CRP in 2012 in seven sites representing different regions of Ethiopia, production systems and communities. The objective of the initiative was to test technological and institutional innovations that would transform the small ruminant value chain and this involved rigorous procedures.

Global narratives around the links between deforestation and agricultural commodity production have led to the application of voluntary zero-deforestation agreements between companies, governments, and civil society. The continued tropical deforestation warrants a re-examination of this approach in order to customize its application for a particular location.

Ethiopia is increasingly impacted by climate change and variability because of its greater reliance on climate-sensitive economic sectors such as agriculture. The impacts of climate change and variability are greater on a poor section of the rural community in particular because of their weak adaptive capacities.

CIP, in partnership with Orgamed Farms Ltd and Stokman Rozen Kenya conducted a scoping exercise to assess
private interest in seed production, and the potato sector and partners in general. This scoping report maps
partners relevant to potato development and provides an agro-ecological and socio-economic assessment of

Effective assessments of the current status of biodiversity conservation are needed to support planning, policy and action, from local to global levels. Of particular use would be well documented, reproducible methods based on openly accessible data and tools.

This case study was conducted to generate insights on the financial sustainability of selected VDFSGs and to gather information on members’ perceptions of the usefulness of these institutions in coping with household and climate change-related shocks or stresses.