A Facebook Inc. study on users' emotions sparked soul-searching among researchers and calls for better ethical guidelines in the online world.

"I do think this whole incident will cause a lot of rethinking" about the relationship between business and academic researchers, said Susan T. Fiske, the study's editor and a professor of psychology and public affairs at Princeton University.

Researchers...