International Students

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Revision as of 11:12, 3 February 2022 by Seiyon (talk | contribs) (Created page with "Yu et al. (2020) https://files.eric.ed.gov/fulltext/ED608066.pdf pdf * Model predicting undergraduate course grades and average GPA * International students are falsely predicted to earn a lower final course grade as well as lower GPA than their peers * The algorithmic bias against international students is larger when only institutional data, or a combination of institutional and survey data is included, but this performance is fairer with the inclusion of both cli...")
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Yu et al. (2020) [pdf]

  • Model predicting undergraduate course grades and average GPA
  • International students are falsely predicted to earn a lower final course grade as well as lower GPA than their peers
  • The algorithmic bias against international students is larger when only institutional data, or a combination of institutional and survey data is included, but this performance is fairer with the inclusion of both clickstream and survey data.