Random Screening as Accurate as Racial Profiling
A new study finds a better alternative to the both for finding the naughty among the nice
Racial profiling is a moral minefield, pitting safety against equity—one human right against another. But forgotten in the furor is a more important moral (and scientific question) about profiling: Does it actually work?
Not really, according to a new paper in the latest issue of the Proceedings of the National Academy of Sciences. In fact, profiling is no more effective than random screenings. The paper’s author, William H. Press, says that “square-root biased sampling”—a middle path between strong screening (of which racial profiling is a subcategory), and completely random screening—is a better tool for rooting out a wrongdoer. Strong screening lacks efficiency, he reports in his paper, because it wastes resources examining the same innocent people over and over every time they go the airport. Completely random screening misses the bar because it’s more likely to miss a bad-guy.
Square-root biased sampling means that people who are deemed more likely to be a terrorist for some reason—maybe because of their last name, appearance, or some other measure—are still screened more than other people, but not every single time they meet a security checkpoint. In fact, they would be as likely to be screened as the square root of their chance of being a terrorist. Deemed 100 times more likely to be a terrorist?—You would be screened 10 times more.
This method, while still it still involves profiling, is both more effective, and more fair, spreading extra screenings around instead of concentrating them on the same people over and over, according to Press’s paper. Whether the TSA might pick it up is anyone’s guess.