How can surface-level diversity lead to potential discrimination? Perceived differences in appearance can lead to discrimination based on self-fulfilling prophesies. Easily observed differences can lead to discrimination based on stereotypes of age, ethnicity, gender, race, or ability level. Surface-level diversity always leads to discrimination regardless of training or individual processes. Americans are diverse enough that empathy is common; only deep-level diversity leads to discrimination