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培训教师有效运用计算机辅助学习

Teaching Teachers to Use Computer Assisted Learning Effectively
Journal of Human Resources · 2026 · Philip Oreopoulos、Chloe Gibbs、Michael Jensen、J. Ricky Price

中文摘要

在两项田野实验中,我们检验了一项旨在通过技术手段和持续的教师支持促进更充分掌握学习的项目成效。研究聚焦于小学和初中数学,教师每周接受辅导,并引导学生按照定制化、循序渐进的学习路线图推进。结果显示,该项目对数学成绩产生了0.12—0.22个标准差、且统计显著的意向处理(ITT)效应。进一步分析表明,这些提升集中在平均每周练习35分钟及以上的课堂。能够实现高剂量练习的教师往往具有较高的初始认同度、清晰的实施策略,并愿意密切监测学习进展。

Abstract

In two field experiments, we test the efficacy of a program designed to encourage greater mastery learning through technology and continuous teacher support. Focusing on elementary and middle school mathematics, teachers receive weekly coaching and guide students through customized, incremental roadmaps. Results indicate significant intent-to-treat effects on math performance of 0.12–0.22 standard deviations. Further analysis shows that these gains are concentrated in classrooms that average 35 minutes or more of practice per week. Teachers able to achieve high-dosage practice have a high degree of initial buy-in, a clear implementation strategy, and a willingness to closely monitor progress.
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