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Learning to avoid biased reasoning: effects of interleaved practice and worked examples
Journal of Cognitive Psychology ( IF 1.2 ) Pub Date : 2021-02-26 , DOI: 10.1080/20445911.2021.1890092
Lara M. van Peppen 1, 2 , Peter P. J. L. Verkoeijen 1, 3 , Stefan V. Kolenbrander 3 , Anita E. G. Heijltjes 3 , Eva M. Janssen 4 , Tamara van Gog 4
Affiliation  

ABSTRACT

It is yet unclear which teaching methods are most effective for improving critical thinking (CT) skills and especially for the ability to avoid biased reasoning. Two experiments (laboratory: N = 85; classroom: N = 117), investigated the effect of practice schedule (interleaved/blocked) on students’ learning and transfer of unbiased reasoning, and whether it interacts with practice-task format (worked-examples/problems). After receiving CT-instructions, participants practiced in: (1) a blocked schedule with worked examples, (2) an interleaved schedule with worked examples, (3) a blocked schedule with problems, or (4) an interleaved schedule with problems. In both experiments, learning outcomes improved after instruction/practice. Surprisingly, there were no indications that interleaved practice led to better learning/transfer than blocked practice, irrespective of task format. The practice-task format did matter for novices’ learning: worked examples were more effective than low-assistance practice problems, which demonstrates –for the first time – that the worked-example effect also applies to novices’ learning to avoid biased reasoning.



中文翻译:

学习避免有偏见的推理:交织的练习和工作示例的影响

摘要

尚不清楚哪种教学方法对于提高批判性思维(CT)技能,尤其是避免偏见推理的能力最有效。两次实验(实验室:N  = 85;教室:N = 117),研究了练习时间表(交错/阻止)对学生学习和无偏推理的传递的影响,以及它是否与练习任务格式相互作用(工作实例/问题)。收到CT指令后,参与者进行以下练习:(1)附有工作实例的时间表,(2)交错有工作实例的时间表,(3)附表有问题的时间表,或(4)附有问题的交错的时间表。在两个实验中,在指导/练习后学习成果均得到改善。令人惊讶的是,没有迹象表明,与任务练习相比,交错练习比封闭练习能带来更好的学习/转移。练习任务的格式对于新手的学习确实很重要:工作示例比低辅助练习问题更有效,实例效果也适用于新手的学习,以避免偏见推理。

更新日期:2021-04-30
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