It should not be self-employment income. You need to edit the 1099-MISC entry and on the screen that says Does one of these uncommon situations apply? choose the I was in a research study and this was a payment option, and then indicate that you did not perform a service to earn the money paid to you. Then, it will be treated as Other Income as opposed to self-employment income.