Widespread distribution of the data can also affect the process that the data are supposed to measure.

When I taught a college course several years ago, it was conventional wisdom that student evaluations were primarily driven by grades, thus encouraging grade inflation. A popular website called "rate my professors" included ratings for "easyness" and "hotness."

Female teachers were advised to anticipate receiving one or two rape threats in each batch of anonymous comments.