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Gigerenzer, Gerd and Garcia-Retamero, Rocio. Cassandra's Regret: The Psychology of Not Wanting to Know (March 2017), Psychological Review, 2017, Vol. 124, No. 2, 179–196. Paper proposes a regret theory of deliberate ignorance.   A summary discussion of the paper on the website of the American Psychological Association (APA).