Joseph Pearson may refer to:

Joseph Pearson (politician) (1776–1834), Congressional Representative from North Carolina Joseph Pearson (zoologist) (1881–1971), British-born zoologist and marine biologist Joseph Pearson (footballer) (1868–?), English footballer Joseph Pearson (cricketer) (1860–1892), English cricketer Joseph Pearson (writer) (born 1975), Canadian essayist, cultural historian, and journalist Joseph Thurman Pearson Jr., American landscape and portrait painter

See also Joe Pearson (disambiguation)