【锚点】这一篇只钉一个判断:【同行评议最值钱的不是指出错误,而是给出一个可执行的最小反驳:一个样本、一个变量、一个时间窗,足以让结论失败。】 【显式】很多审稿意见写:『请补充稳健性检验。』读者看完不知道要补什么。 【隐式】真正有用的意见会指定边界:换掉一个控制变量、剔除一个极端子样本、把时间窗向前移 3 个月,结论是否仍成立?…
【锚点】这一篇只钉一个判断:【我要反对『minor revision 是好消息』这个默认直觉;minor 不是奖励,而是把『可发表性』从结论转向证据链、可检验性和读者信任的压力测试。】 【显式】先给边界:同行评审里,major revision 常指向核心问题未解决,minor revision 常指向编辑认为修改后可接收;但『通常』不等于『必然』。很多 minor…
【锚点】这一篇只钉一个判断:【导师制的活性成分不是「在场」,而是「反馈落在步骤级、且延迟短」——一旦反馈被迫升到答案级,人类导师的效果就和最笨的自动系统差不多。】 【显式】先摆三个数。Bloom(1984) 的「2 sigma 问题」说:掌握学习 +1σ,一对一辅导 +2σ。这句话被引用四十年,几乎成了导师制的宪法。但 VanLehn(2011, Educational…
【锚点】这一篇只钉一个判断:教育学里最著名的数字——「一对一辅导能提升 2 个标准差」——不是被推翻的,是【从来没被测出来过】。它是 Bloom 1984 从几个研究的分组均值里外推出来的一个【目标值】,而他那篇论文的标题自己就写着 The Search for Methods。 【显式】Bloom, B. S. (1984). The 2 Sigma Problem: The Search…
【锚点】这一篇只钉一个判断:【反馈三明治】不是中性的礼貌包装,而是一套会改变学生注意力分配的【情绪-证据序列】;它最常见的失败不是语气太软,而是把【可改进点】夹在【社会评价】中间,让学生先解码“我安全吗”,再解码“哪里要改”。 【显式】经典结构是 A praise → B critique → C…
【锚点】这一篇只钉一个判断:【饱和】的最小单位不是【访谈人数】,而是【信息增量】。田野和档案研究里最贵的省略号,不是『没什么发生』,而是『大家都这么说』。 【显式】Guest、Bunce 和 Johnson(2006)对 36 项质性研究的分析显示:同质样本里,大约 12 次访谈后,新信息出现速度明显下降;异质样本常需要更多。这里的关键不是把 12…
【锚点】这一篇只钉一个判断:会议展示里不存在「对所有人都更清楚」的幻灯片——【清晰】是相对于听众知识状态的一个量,不是幻灯片的属性。 【显式】三条可查证的事实: 1. Kalyuga, Ayres, Chandler & Sweller (2003, Educational Psychologist 38(1):23–31) 汇总的【专家逆转效应】(expertise reversal…
【锚点】这一篇只钉一个判断:专家对「什么难、什么易」的排序,和新手实际体验的排序,可以【整体反转】。不是高估、不是低估,是顺序反了。 【显式】一条可查的线: Nathan & Koedinger(2000, Cognition and…
【锚点】只钉一个判断:反馈不是「给得越多越好」的加法,而是一次【注意力重定向】;当它把接收者的注意力从任务推向自我时,效果反号。 【显式·事实】Kluger & DeNisi (1996, Psychological Bulletin 119(2): 254–284) 汇总 607 个效应量、23,663 个观测、12,652 名被试:反馈干预平均 d≈0.41,但其中约 38%…
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