forward pricing are commonly used concurrently to manage crop revenue risk, the optimal combinations of these tools are … ratio which maximizes the certainty equivalent of a risk averse producer. The results generally reveal a lower optimal hedge … ratio with area-insurance than with individual insurance and show that STAX and ARC tend to slightly increase optimal hedge …