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The ex ante moral hazard occurs in medical insurance when

physicians have strong incentive to adopt high-cost
treatment.

consumers have less incentive to guard against an insured event
such as no exercise.

consumers have less incentive to monitor the behavior of health
care providers.

consumers have less incentive to shop around to fins the lowest
price providers.