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Extensive research has been conducted on detecting partiality patterns in the academic community. However, in the last few decades, limited research has focused on assessing gender and nationality biases in graduate admission results of universities. In this study, we collected a novel and comprehensive dataset containing information on approximately 14,000 graduate students majoring in computer science (CS) at the top 25 North American universities. We used statistical hypothesis tests to determine whether there is a preference for students\u2019 gender and nationality in the admission processes. In addition to partiality patterns, we discuss the relationship between gender\/nationality diversity and the scientific achievements of research teams. Consistent with previous studies, our findings show that there is no gender bias in the admission of graduate students to research groups, but we observed bias based on students\u2019 nationality.<\/jats:p>","DOI":"10.1140\/epjds\/s13688-023-00422-5","type":"journal-article","created":{"date-parts":[[2023,10,4]],"date-time":"2023-10-04T15:01:34Z","timestamp":1696431694000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Diversity dilemmas: uncovering gender and nationality biases in graduate admissions across top North American computer science programs"],"prefix":"10.1140","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6153-9048","authenticated-orcid":false,"given":"Ghazal","family":"Kalhor","sequence":"first","affiliation":[]},{"given":"Tanin","family":"Zeraati","sequence":"additional","affiliation":[]},{"given":"Behnam","family":"Bahrak","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2023,10,4]]},"reference":[{"issue":"2","key":"422_CR1","first-page":"120","volume":"34","author":"I Sharaievska","year":"2019","unstructured":"Sharaievska I, Kono S, Mirehie MS (2019) Are we speaking the same language? 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