these results are partial and it is recommended to extend farmlevel risk analysis to other farm types and larger samples other forms of diversification in addition to the output diversification could be analysed such as spreading production across locations and diversifying trade across overseas markets there are inevitable tradeoffs between specialisation to reduce costs and diversification to reduce income variability the choice of a particular strategy will depend on individual farm business features and farmer risk preferences