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• W3161794367 abstract "Adaptive Collaborative Learning Support (ACLS) systems improve collaboration and learning for students over individual work or collaboration with non-adaptive support. However, many ACLS systems are ill-suited for rural contexts where students often need multiple kinds of support to complete tasks, may speak languages unsupported by the system, and require more than pre-assigned tutor-tutee student pairs for more equitable learning. We designed an intervention that fosters more equitable help-seeking by automatically detecting student struggles and prompts them to seek help from specific peers that can help. We conducted a mixed-methods experimental study with 98 K-3 students in a rural village in Tanzania over a one-month period, evaluating how the system affects student interactions, system engagement, and student learning. Our intervention increased student interactions by almost 4 times compared to the control condition, increased domain knowledge interactions, and propelled students to engage in more cognitively challenging activities." @default.
• W3161794367 created "2021-05-24" @default.
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• W3161794367 date "2021-05-06" @default.
• W3161794367 modified "2023-09-27" @default.
• W3161794367 title "Fostering Equitable Help-Seeking for K-3 Students in Low Income and Rural Contexts" @default.
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• W3161794367 doi "https://doi.org/10.1145/3411764.3445144" @default.
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