This study aimed to investigate the factors associated with adopting technologies promoting soil conservation in Brazilian family farming in 2017. Structural Equation Modelling (SEM) was employed to identify these factors to achieve this aim, with the territorial unit of analysis being the 558 Brazilian microregions delineated by the Brazilian Institute of Geography and Statistics (IBGE) in 2017. The adoption of soil conservation technologies by Brazilian family farming represents a multidimensional phenomenon, which is positively influenced by factors within the socioeconomic context (including access to technical assistance services and credit facilities, as well as participation in collective farmer organizations), as well as characteristics of rural properties (such as water availability and the presence of productive machinery and equipment) and the education level of the farmer. It was observed that adopting such technologies has the potential to contribute to an increase in the country’s Gross Production Value (GPV) of family farmers. The primary theoretical contribution of this study lies in validating factors associated with adopting soil conservation technologies within Brazilian family farming and the importance of family farmers’ participation in collective organizations (cooperatives, technical meetings, and seminars) to access technical assistance and credit services. Furthermore, the practical implications suggest the need for specific public policies, including the establishment of cooperatives and the organization of technical meetings and seminars nationwide, the conservation and preservation of springs and water bodies in rural areas, and the provision of dedicated credit lines for the acquisition of machinery and equipment by family farmers.

Unemployment is a major issue in Nigeria because the youth finds it difficult or impossible to secure jobs that meet their expectations. There appears to be a mismatch between graduate skills and those sought by employers. The study investigated the effect of International Institute of Tropical Agriculture (IITA) youth Agripreneurs (IYA) programme on employment and income generation on cattle fattening enterprise under the N2Africa Borno youth project. A two-stage sampling procedure was used to select IYA participants and non-participants. Results revealed that the majority of respondents were males in both categories. It also indicated that youths who are in their productive age are more into cattle fattening enterprise in both categories. The study also found that, unemployment and skill acquisition are the main driving reasons for participating in IYA. It also indicated that both categories of respondents’ required external capital support for start-up of their enterprise, and that IYA programme participants on the average earn more income per month than nonparticipants. IYA programme participants generated more employment opportunities which implied that the programme had not only empowered participants but also made the participants’ become employers. The study recommended that there is a need to support youths with funds, access to trainings on capacity development and skill acquisition to make them self-employed and job creators.