The 2022 replication at UC Berkeley of a pair programming experiment was conducted with first-year computer science students and showed significant changes in gender composition, which raised questions about the validity of the results and highlighted the importance of carefully analyzing participant profiles
This study not only reinforced the role of collaboration in learning to code but also offered an opportunity to link academic outcomes with practical industry solutions
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