Tag: family farm

This study investigates the classification of the family farmers’ perceptions of success, based on characteristics and resources. The empirical analysis was undertaken on primary data collected via a questionnaire completed by family farmers in Finland. The most important variables in the classification are identified using the C5.0 decision tree algorithm. The algorithm performs with an approximately 16% error rate. In the classification of family farmers’ perceptions of success, farm characteristics are of minor importance, whereas the most important variables relate to resources and skills. The most important variables classifying perceptions of success are skills for exploiting opportunities, funding opportunities, and technology, machinery and equipment. The importance of the factors of resources (capital, capability, organisational, skills) are interpreted, together with factors of success (financial, self-realisation, growth and family). This study provides a further indication of the potential of the methodology to highlight the role played by farm characteristics and resources in family farm success.

Is an agricultural corporation more efficient than a traditional family farm? This paper attempts to answer this question by examining the technical and allocative efficiency of family farms and agricultural corporations. To do so, it applies the stochastic production frontier method in panel data built on the family farms and agricultural corporations in the Japanese rice sector and focuses on comparing the technical and allocative efficiency of the two production forms at the same scale of operation. Results reveal that family farms have a significant advantage over agricultural corporations in technical efficiency at each level of scale of operation. In both production forms, as the scale of operation increases, the technical efficiency correspondingly rises. However, the disparity in technical efficiency diminishes between the two production forms as their land size increases. In contrast, the allocative efficiency of different factors differs between family farms and agricultural corporations at different scales of land size. Overall, family farms show superiority in the allocative efficiency of labour, and agricultural corporations exhibit superiority in the allocative efficiency of agricultural capital. Last, decomposition of total  productivity progress (TFP) reveals that family farms have positive TFP change which is mainly attributable to a positive and large allocative ...