Quasi-Experimental Design for Risk Reduction in Smallholder Farms Systems in Rwanda: A Methodological Evaluation

Smallholder farms in Rwanda face significant challenges related to risk management, affecting their productivity and sustainability. A mixed-method approach combining qualitative interviews with quantitative surveys was employed to assess the impact of implemented interventions on reducing agricultural risks. Farmers reported an average 20% decrease in crop loss due to effective insurance schemes and improved weather forecasting tools, indicating a substantial reduction in risk exposure. The quasi-experimental design proved effective in measuring the efficacy of risk mitigation strategies among smallholder farmers. Further research should explore scalability and cost-effectiveness of these interventions across different geographical regions and socio-economic contexts. The empirical specification follows $Y=\beta_0+\beta^\top X+\varepsilon$, and inference is reported with uncertainty-aware statistical criteria.