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Promoting explicit instruction of strategies for self-regulated learning: evaluating a teacher professional development program in primary education 促进自我调节学习策略的明确指导:评估小学教育中的教师专业发展计划
IF 3.3 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-12-27 DOI: 10.1007/s11409-023-09368-5
Patrick Sins, Renske de Leeuw, Jaap de Brouwer, Emmy Vrieling-Teunter

Self-regulated learning (SRL) is crucial to students’ learning. SRL is characterized by students taking initiative, showing perseverance and adaptively regulating their learning. Teachers play an essential role in promoting and fostering this process. However, several studies have shown that in primary education explicit instruction of SRL strategies barely takes place. Given the relevance of SRL for learning and preparing students for the knowledge society of the 21st century, it is of crucial importance that teachers in primary education learn how they can improve their students’ SRL. In the present study, we implemented a professional development program (iSELF) in which primary teachers were trained and coached in promoting and fostering their students’ SRL. The extent to which iSELF contributed to teachers’ explicit instruction of SRL strategies was evaluated in a quasi-experimental pre-test-post-test design using video-based classroom observations. Thirty teachers from fourteen different primary schools participated in this study and were assigned to either a control (twelve teachers) or an experimental group (eighteen teachers). Results indicate that in both conditions explicit SRL strategy instruction is rare. However, explicit instruction of SRL strategies is significantly higher in the experimental group on the post-test compared to the control group showing that teachers do benefit from learning about explicit SRL instruction.

自我调节学习(SRL)对学生的学习至关重要。自律学习的特点是学生发挥主观能动性,表现出毅力,并能适应性地调节自己的学习。教师在促进和培养这一过程中起着至关重要的作用。然而,一些研究表明,在小学教育中,几乎没有对自学能力策略进行明确的指导。鉴于自学能力与学习的相关性,以及为学生进入 21 世纪的知识社会做准备,小学教师学习如何提高学生的自学能力至关重要。在本研究中,我们实施了一项专业发展计划(iSELF),对小学教师进行培训和指导,以促进和培养学生的自学能力。iSELF 在多大程度上促进了教师对学生自学能力策略的明确指导,我们采用了前测-后测的准实验设计,通过视频课堂观察进行了评估。来自 14 所不同小学的 30 名教师参与了这项研究,并被分配到对照组(12 名教师)或实验组(18 名教师)。结果表明,在这两种情况下,明确的自学策略指导都很少见。然而,与对照组相比,实验组在后期测试中对自学能力策略的明确指导明显高于对照组,这表明教师确实从学习明确的自学能力指导中受益。
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引用次数: 0
Integrating multiple cues in metamemory: using the illusory effect of font size and level of processing to inform FOK judgments 整合元记忆中的多重线索:利用字体大小和处理水平的虚幻效应为 FOK 判断提供信息
IF 3.3 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-12-16 DOI: 10.1007/s11409-023-09367-6

Abstract

Metamemory judgments, defined as predictions of memory performance, are often influenced by misleading cues, such as fluency. However, how fluency cues compete to influence retrospective metamemory judgments is still unclear. The present study investigated how multiple fluency cues concurrently influence immediate feeling of knowing (FOK) judgments with two fluency manipulations—font size (large vs. small font size) as a perceptual cue and level of processing (deep vs. shallow processing) as a conceptual cue. In Experiment 1, participants studied large or small unrelated word pairs and were either directed to process the conceptual aspects of each word pair (deep) or to focus on the perceptual aspects of the word pairs (shallow). Then participants were presented with a cued recall test and asked to make an FOK judgment. Lastly, participants received a five alternative- forced-choice recognition test. Experiment 2 was similar except the deep condition was replaced with a no-processing (no instruction) condition. Results revealed that perceptual fluency (large font size) influenced FOK judgments only when word pairs were processed in the shallow condition in both experiments compared to no-processing condition. This interaction of multiple cues suggests that, participants rely on information which is easily accessible to them (perceptual fluency) for FOK judgements in presence of certain secondary cues despite those cues being less diagnostic of future memory performance. These new insights inform how people integrate different sources of information in metamemory decisions and have broad implications for settings including academic learning and everyday decision making.

摘要 元记忆判断被定义为对记忆表现的预测,通常会受到流畅性等误导性线索的影响。然而,流畅性线索如何竞争性地影响回溯性元记忆判断仍不清楚。本研究通过两种流畅性操作--作为知觉线索的字体大小(大字体与小字体)和作为概念线索的加工水平(深加工与浅加工)--研究了多种流畅性线索如何同时影响即时知觉(FOK)判断。在实验 1 中,受试者学习大号或小号的不相关词对,并被引导处理每个词对的概念方面(深层)或专注于词对的感知方面(浅层)。然后,参与者会接受一个提示性回忆测试,并被要求做出 "FOK "判断。最后,受试者接受了五项选择--强迫选择识别测试。实验 2 与此类似,只是将深层条件改为无处理(无指令)条件。结果显示,与无处理条件相比,只有在浅层条件下处理词对时,知觉流畅度(大字体)才会影响 FOK 判断。多种线索的交互作用表明,在存在某些次要线索的情况下,尽管这些线索对未来记忆表现的诊断性较低,但参与者还是会依赖于他们容易获得的信息(知觉流畅性)来进行FOK判断。这些新见解揭示了人们如何在元记忆决策中整合不同来源的信息,并对学术学习和日常决策等环境产生了广泛影响。
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引用次数: 0
Correction to: Scaffolding students’ use of metacognitive activities using discipline- and topic-specific reflective prompts 更正为利用针对学科和主题的反思提示,为学生使用元认知活动提供支架
IF 3.3 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-11-28 DOI: 10.1007/s11409-023-09365-8
Elien Sijmkens, M. De Cock, T. De Laet
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引用次数: 0
Scaffolding students’ use of metacognitive activities using discipline- and topic-specific reflective prompts 使用特定学科和主题的反思性提示,帮助学生使用元认知活动
IF 3.3 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-11-16 DOI: 10.1007/s11409-023-09363-w
Elien Sijmkens, Mieke De Cock, Tinne De Laet

To become proficient problem solvers, science and engineering students have to acquire the skill of self-regulating their problem-solving processes, a skill supported by their metacognitive abilities. The Disciplinary Learning Companion (DLC) is an online tool designed to scaffold students’ use of metacognitive activities through discipline-specific and even topic-specific reflective prompts. Our research focuses on the effectiveness of these reflective prompts in fostering metacognitive abilities. A prior study demonstrated a positive relationship between students’ interaction with the DLC and their academic achievement. The current study investigates whether an increase in metacognitive abilities can partially explain this relationship. To this end, we study the relationship between students’ interaction with the DLC and their strategic approach to solving an exam problem, using the latter as an indicator for metacognitive abilities. Additionally, since students’ prior metacognitive abilities may influence this relationship, we investigate how the results are affected by students’ prior abilities. Our findings indicate that, compared to students who had minimal or no interaction with the DLC, those who engaged more frequently with the DLC exhibited a more strategic approach to solving an exam problem. Notably, this effect was particularly pronounced among students who interacted with the DLC’s reflection module that focused on the physics topic relevant to the specific exam question. These results persist when we control for students’ prior metacognitive abilities. In conclusion, students’ improvement in academic achievement can be attributed to a combination of enhanced conceptual understanding of the particular physics topic and an improved strategic approach to problem solving.

为了成为熟练的问题解决者,理工科学生必须掌握自我调节解决问题过程的技能,这是一种由他们的元认知能力支持的技能。学科学习伙伴(DLC)是一个在线工具,旨在通过特定学科甚至特定主题的反思性提示来指导学生使用元认知活动。我们的研究重点是这些反思性提示在培养元认知能力方面的有效性。先前的研究表明,学生与DLC的互动与学业成绩之间存在正相关关系。目前的研究调查了元认知能力的提高是否可以部分解释这种关系。为此,我们研究了学生与DLC的互动与他们解决考试问题的策略方法之间的关系,并将后者作为元认知能力的指标。此外,由于学生的先验元认知能力可能影响这一关系,我们研究了学生的先验能力如何影响结果。我们的研究结果表明,与那些很少或没有与DLC互动的学生相比,那些更频繁地与DLC互动的学生在解决考试问题时表现出更有策略的方法。值得注意的是,这种效果在与DLC的反思模块互动的学生中尤为明显,该模块专注于与特定考试问题相关的物理主题。当我们控制学生先前的元认知能力时,这些结果仍然存在。总之,学生学业成绩的提高可以归因于对特定物理主题的概念理解的增强和解决问题的策略方法的改进。
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引用次数: 1
Scaffolding students’ use of metacognitive activities using discipline- and topic-specific reflective prompts 使用特定学科和主题的反思性提示,帮助学生使用元认知活动
IF 3.3 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-11-16 DOI: 10.1007/s11409-023-09363-w
Elien Sijmkens, Mieke De Cock, Tinne De Laet

To become proficient problem solvers, science and engineering students have to acquire the skill of self-regulating their problem-solving processes, a skill supported by their metacognitive abilities. The Disciplinary Learning Companion (DLC) is an online tool designed to scaffold students’ use of metacognitive activities through discipline-specific and even topic-specific reflective prompts. Our research focuses on the effectiveness of these reflective prompts in fostering metacognitive abilities. A prior study demonstrated a positive relationship between students’ interaction with the DLC and their academic achievement. The current study investigates whether an increase in metacognitive abilities can partially explain this relationship. To this end, we study the relationship between students’ interaction with the DLC and their strategic approach to solving an exam problem, using the latter as an indicator for metacognitive abilities. Additionally, since students’ prior metacognitive abilities may influence this relationship, we investigate how the results are affected by students’ prior abilities. Our findings indicate that, compared to students who had minimal or no interaction with the DLC, those who engaged more frequently with the DLC exhibited a more strategic approach to solving an exam problem. Notably, this effect was particularly pronounced among students who interacted with the DLC’s reflection module that focused on the physics topic relevant to the specific exam question. These results persist when we control for students’ prior metacognitive abilities. In conclusion, students’ improvement in academic achievement can be attributed to a combination of enhanced conceptual understanding of the particular physics topic and an improved strategic approach to problem solving.

为了成为熟练的问题解决者,理工科学生必须掌握自我调节解决问题过程的技能,这是一种由他们的元认知能力支持的技能。学科学习伙伴(DLC)是一个在线工具,旨在通过特定学科甚至特定主题的反思性提示来指导学生使用元认知活动。我们的研究重点是这些反思性提示在培养元认知能力方面的有效性。先前的研究表明,学生与DLC的互动与学业成绩之间存在正相关关系。目前的研究调查了元认知能力的提高是否可以部分解释这种关系。为此,我们研究了学生与DLC的互动与他们解决考试问题的策略方法之间的关系,并将后者作为元认知能力的指标。此外,由于学生的先验元认知能力可能影响这一关系,我们研究了学生的先验能力如何影响结果。我们的研究结果表明,与那些很少或没有与DLC互动的学生相比,那些更频繁地与DLC互动的学生在解决考试问题时表现出更有策略的方法。值得注意的是,这种效果在与DLC的反思模块互动的学生中尤为明显,该模块专注于与特定考试问题相关的物理主题。当我们控制学生先前的元认知能力时,这些结果仍然存在。总之,学生学业成绩的提高可以归因于对特定物理主题的概念理解的增强和解决问题的策略方法的改进。
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引用次数: 0
How to design and evaluate personalized scaffolds for self-regulated learning 如何设计和评估个性化的自我调节学习支架
2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-11-08 DOI: 10.1007/s11409-023-09361-y
Joep van der Graaf, Mladen Raković, Yizhou Fan, Lyn Lim, Shaveen Singh, Maria Bannert, Dragan Gašević, Inge Molenaar
Abstract Self-regulation is an essential skill for lifelong learning. Research has shown that self-regulated learning (SRL) leads to greater academic achievement and sustainable education, but students often struggle with SRL. Scaffolds are widely reported as an effective and efficient support method for SRL. To further improve digital scaffolds’ effectiveness, real-time detection of learning behavior can be used to personalize scaffolds. Therefore, the present study aimed to inform the field of scaffolding SRL by reporting on the design and evaluation of digital scaffolds. We present decisions made during the design process of personalized scaffolds to inform future scaffold designs. We evaluated how scaffolds were personalized based on real-time detection SRL, how university students respond to the scaffolds (i.e., compliance), and how this response is related to learning outcomes (i.e., quality of an essay). The research design was a pre-posttest with three conditions (no, generalized (same for all), or personalized scaffolds). A 45-minute reading and writing task was used, during which SRL processes were recorded in real-time. Findings revealed that different real-time SRL processes could be used to personalize scaffolds, meaning that we were able to personalize the content of scaffold based on students’ actual learning behavior. In addition, students in the personalized condition complied more with the scaffolds than students in the other conditions. This compliance with the scaffolds was generally associated with better learning outcomes. To conclude, our approach showed how design decisions could be evaluated and provided insight into the personalization of scaffolds.
自我调节是终身学习的基本技能。研究表明,自我调节学习(SRL)可以带来更大的学术成就和可持续的教育,但学生经常在SRL方面挣扎。支架作为一种有效的SRL支撑方法被广泛报道。为了进一步提高数字化支架的有效性,可以通过对学习行为的实时检测来实现支架的个性化。因此,本研究旨在通过报道数字支架的设计和评估,为支架SRL领域提供信息。我们提出在个性化支架设计过程中做出的决定,为未来的支架设计提供信息。我们评估了基于实时检测SRL的支架是如何个性化的,大学生对支架的反应(即依从性),以及这种反应与学习成果(即论文质量)的关系。研究设计采用三种条件的前-后测试(无、一般化(所有人都一样)或个性化支架)。使用45分钟的读写任务,在此期间实时记录SRL进程。结果表明,不同的实时SRL过程可以用于个性化支架,这意味着我们可以根据学生的实际学习行为来个性化支架的内容。此外,个性化条件下的学生比其他条件下的学生更遵守脚手架。这种对支架的依从性通常与更好的学习结果相关。总之,我们的方法展示了如何评估设计决策,并为支架的个性化提供了见解。
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引用次数: 1
Introduction to special issue on facilitating self-regulated learning with scaffolds: Recent advances and future directions 《利用支架促进自我调节学习:最新进展和未来方向》特刊简介
2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-11-06 DOI: 10.1007/s11409-023-09364-9
Joep van der Graaf, Michelle Taub, Yizhou Fan
Abstract It is important for learners to engage in self-regulated learning (SRL), as it predicts academic achievement in a wide range of disciplines. However, SRL can be difficult to enact. Therefore, scaffolds have been designed to support SRL. In our introductory article to this special issue on facilitating SRL with scaffolds, we present a framework to categorize different scaffolds, place the contributions to this special issue in the framework, present highlights from the contributions, and conclude with a discussion on designing scaffolds to facilitate SRL.
对于学习者来说,自我调节学习(SRL)是非常重要的,因为它可以预测许多学科的学术成就。然而,SRL很难实施。因此,支架被设计为支持SRL。在我们的介绍性文章中,我们介绍了一个框架来对不同的支架进行分类,将对这个特殊问题的贡献放在框架中,介绍了贡献中的亮点,并以设计支架来促进SRL的讨论结束。
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引用次数: 0
Exploring the impact of concept-oriented faded WOE and metacognitive scaffolding on learners’ transfer performance and motivation in programming education 探讨以概念为导向的淡去的WOE和元认知脚手架对编程教育中学习者迁移绩效和动机的影响
2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-11-02 DOI: 10.1007/s11409-023-09362-x
Yoonhee Shin, Jaewon Jung, Hyun Ji Lee
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引用次数: 0
Ethnic minority multilingual young learners’ longitudinal development of metacognitive knowledge and breadth of vocabulary knowledge 少数民族多语青年学习者元认知知识和词汇知识广度的纵向发展
2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-10-20 DOI: 10.1007/s11409-023-09360-z
Mark Feng Teng, Lawrence Jun Zhang
Abstract Ethnolinguistic minority students may have lower levels of metacognitive knowledge and English vocabulary knowledge than non-minority students. Nevertheless, few longitudinal studies have examined their growth trajectories of metacognitive knowledge and English vocabulary knowledge over time. Drawing upon a latent growth curve model, the present study aims to contrast two groups of students’ growth trajectories in metacognitive knowledge and breadth of English vocabulary knowledge: with a sample of 115 ethnolinguistic Yao minority and 108 ethnolinguistic majority Han students. The results showed that both groups improved their metacognitive knowledge and breadth of English vocabulary knowledge from third grade to sixth grade in a cumulative trend. Metacognitive knowledge predicted the breadth of English vocabulary knowledge throughout the examined school years. The results also highlighted differences in the students’ development of metacognitive knowledge and breadth of English vocabulary knowledge. The ethnolinguistic Yao minority students lagged behind their ethnolinguistic majority Han counterparts. The findings suggest a need for pedagogical interventions to enhance ethnolinguistic minority students’ metacognitive knowledge and English vocabulary knowledge.
少数民族语言学生的元认知知识和英语词汇知识水平可能低于非少数民族学生。然而,很少有纵向研究考察他们的元认知知识和英语词汇知识随时间的增长轨迹。本研究利用潜在增长曲线模型,以115名少数民族瑶族学生和108名少数民族汉族学生为样本,对比两组学生在元认知知识和英语词汇知识广度方面的增长轨迹。结果表明,两组学生在三年级至六年级的元认知知识和英语词汇知识广度均有累积性提高。元认知知识预测了整个被试学年的英语词汇知识广度。结果还显示了学生在元认知知识发展和英语词汇知识广度方面的差异。少数民族瑶族学生落后于少数民族汉族学生。研究结果表明,需要通过教学干预来提高少数民族学生的元认知知识和英语词汇知识。
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引用次数: 0
Relations between undergraduates’ self-regulated learning skill mastery during digital training and biology performance 大学生数字化训练中自主学习技能掌握与生物学成绩的关系
2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-10-06 DOI: 10.1007/s11409-023-09356-9
Matthew L. Bernacki, Megan Claire Cogliano, Shelbi L. Kuhlmann, Jenifer Utz, Christy Strong, Jonathan C. Hilpert, Jeffrey A. Greene
Abstract Undergraduate STEM lecture courses enroll hundreds who must master declarative, conceptual, and applied learning objectives. To support them, instructors have turned to active learning designs that require students to engage in self-regulated learning (SRL). Undergraduates struggle with SRL, and universities provide courses, workshops, and digital training to scaffold SRL skill development and enactment. We examined two theory-aligned designs of digital skill trainings that scaffold SRL and how students’ demonstration of metacognitive knowledge of learning skills predicted exam performance in biology courses where training took place. In Study 1, students’ ( n = 49) responses to training activities were scored for quality and summed by training topic and level of understanding. Behavioral and environmental regulation knowledge predicted midterm and final exam grades; knowledge of SRL processes did not. Declarative and conceptual levels of skill-mastery predicted exam performance; application-level knowledge did not. When modeled by topic at each level of understanding, declarative knowledge of behavioral and environmental regulation and conceptual knowledge of cognitive strategies predicted final exam performance. In Study 2 (n = 62), knowledge demonstrated during a redesigned video-based multimedia version of behavioral and environmental regulation again predicted biology exam performance. Across studies, performance on training activities designed in alignment with skill-training models predicted course performances and predictions were sustained in a redesign prioritizing learning efficiency. Training learners’ SRL skills –and specifically cognitive strategies and environmental regulation– benefited their later biology course performances across studies, which demonstrate the value of providing brief, digital activities to develop learning skills. Ongoing refinement to materials designed to develop metacognitive processing and learners’ ability to apply skills in new contexts can increase benefits.
本科STEM讲座课程招收数百人,他们必须掌握陈述性、概念性和应用性的学习目标。为了支持他们,教师已经转向主动学习设计,要求学生参与自我调节学习(SRL)。大学生与SRL斗争,大学提供课程、研讨会和数字培训来支持SRL技能的发展和实施。我们研究了两种理论一致的数字技能训练设计,这些设计支撑了SRL,以及学生对学习技能的元认知知识的展示如何预测进行训练的生物学课程的考试成绩。在研究1中,对学生(n = 49)对培训活动的反应进行质量评分,并根据培训主题和理解水平进行总结。行为和环境调节知识预测期中和期末考试成绩;对SRL进程的了解却没有。陈述性和概念性技能水平预测考试成绩;应用级知识则不然。当在每个理解水平上按主题建模时,行为和环境调节的陈述性知识以及认知策略的概念性知识预测了期末考试的表现。在研究2 (n = 62)中,在重新设计的基于视频的行为和环境调节多媒体版本中展示的知识再次预测了生物学考试成绩。在所有研究中,根据技能培训模型设计的培训活动的表现可以预测课程表现,并且在重新设计优先学习效率的过程中,预测得以维持。训练学习者的SRL技能——特别是认知策略和环境调节——有利于他们后来在生物学课程中的表现,这证明了提供简短的数字活动来发展学习技能的价值。不断改进旨在发展元认知加工和学习者在新环境中应用技能的能力的材料可以增加收益。
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引用次数: 2
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Metacognition and Learning
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