Methodological Evaluation of Smallholder Farms Systems in South Africa: A Difference-in-Differences Approach to Assess Efficiency Gains

Smallholder farms in South Africa face challenges that affect their operational efficiency and profitability. A theoretical framework will be developed using DID econometric techniques. The model will compare pre- and post-intervention periods within matched control and treatment groups. The theoretical framework provides a robust method for assessing smallholder farm efficiency gains using DID econometrics, offering insights into policy interventions and resource allocation. Implementing this model can aid policymakers in understanding and improving agricultural productivity among smallholders. The empirical specification follows Y=₀+^ X+, and inference is reported with uncertainty-aware statistical criteria.