Climate change poses significant challenges to smallholder farmers, particularly in sub-Saharan Africa, where agriculture is highly vulnerable to changing climatic conditions. This study examines the socioeconomic determinants influencing the adoption of strategies for adapting to climate change among smallholder farmers in Mbombela, South Africa. A quantitative research approach was employed, using structured questionnaires to collect data from 308 randomly selected smallholder farmers. Furthermore, the study utilised binary logistic regression to analyse the relationship between socioeconomic factors and the adoption of adaptation strategies. The results revealed that gender, age, income sources, access to climate information, and cooperative membership significantly influenced farmers’ adoption of adaptation strategies. Findings further showed that female farmers, older farmers, and those relying solely on farming income were less likely to adopt adaptation strategies, while younger farmers and those with diversified income sources were more likely to embrace adaptation strategies. Moreover, the study found that access to climate information and cooperative membership were negatively associated with the adoption of adaptation strategies. This negative association may be attributed to inefficiencies in current information dissemination, where climate-related information may not be tailored to the specific needs of farmers, or to cooperative structures that may not effectively facilitate knowledge sharing or collective action. The study concludes that targeted interventions, such as gender-sensitive policies, livelihood diversification, improved extension services, and strengthened cooperative structures, are essential to enhance smallholder farmers’ adaptive capacity.

Agro-investment in the fourth industrial revolution will be an imperative driving factor and a sacrosanct enabler for small farm business entrepreneurs to participate holistically in the agricultural economic value chain. Investing in advanced technology and entrepreneurship has the potential to promote business modernization and improve the productivity and profitability of farm businesses. This study assessed agro-investments in small farm business entrepreneurs in the era of the fourth industrial revolution in Mpumalanga province, South Africa. The study objectives were precisely to determine the perception of small farm business entrepreneurs on agro-investment and examine the impact of agro-investment for small farm business entrepreneurs in the fourth industrial revolution. The questionnaire used in this study employed structured and semi-structured questions for data collection, and an aggregate of 235 participants were randomly selected. The results on perception indicate that small farm business entrepreneurs mostly perceive agro-investment in the fourth industrial revolution as not suitable for small farm business conditions; this may be attributed to modern agricultural implements being predominantly manufactured in accordance with commercial sector specifications. The results from the binary logistic regression analysis on the perception of small farm business entrepreneurs in the fourth industrial revolution revealed that gender (P-value = 0.031), level of education (P-value = 0.04), farm size (P-value = 0.048), farming skills and knowledge (P-value = 0.027), farm productivity (P-value = 0.059) and investment opportunities (P-value = 0.057) were significant and influence the perception of small farm business entrepreneurs. The mean and standard deviation were used to assess the degree of severity of impact. From the results, sources of investment, technology, market participation, economic benefits, and government interventions were discovered to be impactful on agro-investment for small farm business entrepreneurs. The key contributions of agro-investments among small farm business entrepreneurs in the technological era embody catalyzed rural development, a diversified inclusive rural economy, and competitive participation in the agricultural food value chain. Another crucial contribution of the study is unlocking and accentuating the potential and opportunities that investors, technology designers, and manufacturers can exploit in small farm business agro-investments. This paper identifies and recommends that the South African government ought to create enabling environments for agricultural investment activities to thrive, especially among small farm business entrepreneurs, thereby providing grant funding and training, and enabling public-private stakeholder linkages.