I think and hope you could drastically reduce this effect by giving people an ADBOC box to check. It would promote the idea to the test-taker's attention, and it would be extra appealing since it's clearly the most sophisticated option and shows you're a nuanced thinker.
Unfortunately, real life discourse generally doesn't have a prominently displayed ADBOC checkbox. People have confidently informed me that gun control laws fail to reduce people's access to guns.
A article in the Atlantic, linked to by someone on the unofficial LW IRC channel caught my eye. Nothing all that new for LessWrong readers, but still it is good to see any mention of such biases in mainstream media.
I break here to comment that I don't see why we would expect this to be so given the reality of academia.