Our intermediate estimate suggests that the creation of $120 million of revenue for pirates in the Somalia area led to a welfare loss of over $1:5 billion.That is from the new paper by Besley, Fetzer, Mueller "One Kind of Lawlessness: Estimating the Welfare Cost of Somali Piracy" (April 2012).
A map from the paper:
