About 1.8 billion people worldwide have an active Facebook account; about a third of employers search online for information about job candidates; and about half of adults who are searching for a relationship have used online dating.

But with all of this collective experience, we suck at choosing our own profile pictures. Despite what logic would suggest, science says we are far more likely to choose an unflattering shot of ourselves than a total stranger.