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This study examines the effect of credit access on both agricultural and off-farm activities based on a household survey of 371 rural farmer respondents in Ethiopia.it was analyzed using a logistic regression model and statistical description. Findings demonstrated that the demographic factors; gender, age, level of education, and family size have a positive and significant effect on credit access. Agricultural credit access is impacted by each of the demographic variables as independent variables. On the other hand, the result indicated that the relationship between credit access and non-farm economic activities has a negative relationship. Credit access has a significant effect on agricultural intensification and specialization rather than diversification. Therefore, a comprehensive policy and strategy needs for credit access in both the agricultural and non-agricultural sectors. The Ethiopian government should follow the integration policy between both sectors and participate in livelihood diversification strategies and achieve sustainable development goals by 2030 at large.

Maize and Beans are the most grown crops in Lesotho as they are important sources of starch and protein respectively. Agricultural marketing in Lesotho is evolving especially due to the government policy of commercialisation of agriculture which promotes increased productivity and production levels. Most farmers produce for subsistence purposes due to small landholding however, there is emphasis on commercial production which requires marketing skills to be successful. This study investigates the marketing channels utilised by maize and bean farmers comparing CA adopters and non-adopters. Six market channels were investigated in this study and these included  Cooperatives, Collectors, Wholesalers, Retailers, Street vendors and Consumers. The study utilized data collected during a baseline survey for the Agricultural Productivity Programme for Southern Africa (APPSA) Lesotho in 2022 for a Conservation Agriculture project. The survey covered seven districts in Lesotho that included Lesotho Quthing, Mohale’s Hoek, Mafeteng, Leribe, Maseru. A structured questionnaire was used to collect data from 807 respondents in sampled villages in the seven districts. The data was analysed using the Multivariate Probit Model. The MVP used only four marketing channels;Collectors, Retailer, Street vendors Consumers to determine factors that influence participation in the marketing channels. The study results indicate  that the associated factors for each market channel were as follows: contractual agreement ( Consumer, Retail and Collector), gender (Retailers), household income(Street Vendors) and vehicle ownership (Retail and Consumers). The study recommends for enhancement of access to market information for farmers as it is critical in choosing market channels. Contract farming should be encouraged since facilitates farmers access and use of the collectors and retailers marketing channels.

This study sought to identify significant barriers to market access and marketing connections for small-scale rural farmers, evaluating the impact of demographic factors (gender, education level) and operational factors (years in farming, distance from home, type of commodity) on these constraints. The research employed a cross-sectional descriptive and inferential quantitative approach to examine the barriers to market access and marketing connections among small-scale rural farmers in Ghana's Volta area. The conceptual framework is based on a multi-theory approach. The contingency theory elucidates the significance of farm size, resource availability, and geographic location; the human capital theory delineates the impact of education level and years of farming experience; and the logistics and spatial analysis framework examines how transportation infrastructure, geographic location, and commodity type affect market access and connections. The investigation indicated that inadequate road infrastructure and elevated transportation expenses were the primary obstacles for small-scale rural farmers in accessing markets, with notable disparities based on gender and educational attainment. The commodity kind, years of cultivation, and distance from home substantially influenced limitations. The study concentrated on the Volta region, however the results are probably relevant to other regions in Ghana because of comparable agro-ecological zones and rural socio-economic traits. The rigorous research design, data collection techniques, and comprehensive analysis guarantee dependable and valid outcomes. Notwithstanding possible constraints in generalisability, the research provides comprehensive insights into the distinct issues encountered by small-scale farmers. It emphasises socio-economic factors affecting market access, illustrates the impact of farm-level contingencies on market access and linkages, identifies both diversity and uniformity among small-scale farmers, and addresses a gap in the literature by offering empirical evidence on market access constraints specific to the Volta region that may have global relevance. These contributions are significant for both academic comprehension and practical initiatives aimed at assisting small-scale rural farmers in Ghana and analogous environments worldwide.

Maize and Beans are the most grown crops in Lesotho as they are important sources of starch and protein respectively. Agricultural marketing in Lesotho is evolving especially due to the government policy of commercialisation of agriculture which promotes increased productivity and production levels. Most farmers produce for subsistence purposes due to small landholding however, there is emphasis on commercial production which requires marketing skills to be successful. This study investigates the marketing channels utilised by maize and bean farmers comparing CA adopters and non-adopters. Six market channels were investigated in this study and these included  Cooperatives, Collectors, Wholesalers, Retailers, Street vendors and Consumers. The study utilized data collected during a baseline survey for the Agricultural Productivity Programme for Southern Africa (APPSA) Lesotho in 2022 for a Conservation Agriculture project. The survey covered seven districts in Lesotho that included Lesotho Quthing, Mohale’s Hoek, Mafeteng, Leribe, Maseru. A structured questionnaire was used to collect data from 807 respondents in sampled villages in the seven districts. The data was analysed using the Multivariate Probit Model. The MVP used only four marketing channels;Collectors, Retailer, Street vendors Consumers to determine factors that influence participation in the marketing channels. The study results indicate  that the associated factors for each market channel were as follows: contractual agreement ( Consumer, Retail and Collector), gender (Retailers), household income(Street Vendors) and vehicle ownership (Retail and Consumers). The study recommends for enhancement of access to market information for farmers as it is critical in choosing market channels. Contract farming should be encouraged since facilitates farmers access and use of the collectors and retailers marketing channels.

This study sought to identify significant barriers to market access and marketing connections for small-scale rural farmers, evaluating the impact of demographic factors (gender, education level) and operational factors (years in farming, distance from home, type of commodity) on these constraints. The research employed a cross-sectional descriptive and inferential quantitative approach to examine the barriers to market access and marketing connections among small-scale rural farmers in Ghana's Volta area. The conceptual framework is based on a multi-theory approach. The contingency theory elucidates the significance of farm size, resource availability, and geographic location; the human capital theory delineates the impact of education level and years of farming experience; and the logistics and spatial analysis framework examines how transportation infrastructure, geographic location, and commodity type affect market access and connections. The investigation indicated that inadequate road infrastructure and elevated transportation expenses were the primary obstacles for small-scale rural farmers in accessing markets, with notable disparities based on gender and educational attainment. The commodity kind, years of cultivation, and distance from home substantially influenced limitations. The study concentrated on the Volta region, however the results are probably relevant to other regions in Ghana because of comparable agro-ecological zones and rural socio-economic traits. The rigorous research design, data collection techniques, and comprehensive analysis guarantee dependable and valid outcomes. Notwithstanding possible constraints in generalisability, the research provides comprehensive insights into the distinct issues encountered by small-scale farmers. It emphasises socio-economic factors affecting market access, illustrates the impact of farm-level contingencies on market access and linkages, identifies both diversity and uniformity among small-scale farmers, and addresses a gap in the literature by offering empirical evidence on market access constraints specific to the Volta region that may have global relevance. These contributions are significant for both academic comprehension and practical initiatives aimed at assisting small-scale rural farmers in Ghana and analogous environments worldwide.

This study examines the effect of credit access on both agricultural and off-farm activities based on a household survey of 371 rural farmer respondents in Ethiopia.it was analyzed using a logistic regression model and statistical description. Findings demonstrated that the demographic factors; gender, age, level of education, and family size have a positive and significant effect on credit access. Agricultural credit access is impacted by each of the demographic variables as independent variables. On the other hand, the result indicated that the relationship between credit access and non-farm economic activities has a negative relationship. Credit access has a significant effect on agricultural intensification and specialization rather than diversification. Therefore, a comprehensive policy and strategy needs for credit access in both the agricultural and non-agricultural sectors. The Ethiopian government should follow the integration policy between both sectors and participate in livelihood diversification strategies and achieve sustainable development goals by 2030 at large.