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Task Characteristics Associated with Mathematical Word Problem-Solving Performance Among Elementary School-Aged Children: A Systematic Review and Meta-Analysis 与小学生数学文字问题解决能力相关的任务特征:系统回顾与元分析
IF 10.1 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2024-10-04 DOI: 10.1007/s10648-024-09954-2
T. Vessonen, M. Dahlberg, H. Hellstrand, A. Widlund, J. Korhonen, P. Aunio, A. Laine

Mathematical word problem-solving skills are crucial for students across their lives, yet solving such tasks poses challenges for many. Therefore, understanding the characteristics of mathematical word problems that are associated with students’ performance is important. The objective of this systematic review and meta-analysis was to evaluate the effects of linguistic and numerical task characteristics associated with mathematical word problem-solving performance among elementary school-aged children (Grades 1 to 6). The systematic review was based on five electronic databases and citation searching. Reporting was conducted following The Preferred Reporting Items for Systematic reviews and Meta-Analyses (PRISMA). The findings (K = 69) showed that five of the six investigated linguistic task characteristics (i.e., the position of the unknown, schematic structure, irrelevant information, realistic considerations, and lexical consistency) and one of the two numerical task characteristics (i.e., number of operations) were related (g = 0.39 to 4.26) with elementary school-aged children’s mathematical word problem-solving. However, the findings did not provide support for a general association between a familiar situational narrative or the required operation with mathematical word problem-solving. The findings highlight that elementary school-aged children especially struggle with mathematical word problems requiring realistic considerations or multiple mathematical operations, containing lexical inconsistency, and problems in which the position of the unknown is the first value. This further understanding of elementary schoolers’ word problem-solving performance may guide the design of appropriate and progressive instruction and assessment tools and steer research into the interactions within task characteristics and with individual characteristics.

解决数学文字问题的能力对学生的一生都至关重要,但解决这类问题对许多学生来说都是一种挑战。因此,了解与学生成绩相关的数学文字问题的特点非常重要。本系统综述和荟萃分析旨在评估语言和数字任务特征对小学学龄儿童(一至六年级)数学文字问题解决能力的影响。系统综述基于五个电子数据库和引文检索。报告按照《系统综述和元分析首选报告项目》(PRISMA)进行。研究结果(K = 69)显示,六项调查的语言任务特征中的五项(即未知数的位置、图式结构、无关信息、现实考虑和词汇一致性)和两项数字任务特征中的一项(即运算次数)与小学生的数学文字解题能力有关(g = 0.39 至 4.26)。然而,研究结果并不支持熟悉的情境叙述或所需运算与数学文字问题解决之间的普遍联系。研究结果表明,小学生在解决需要考虑现实因素或多种数学运算的数学文字问题、包含词性不一致的数学文字问题以及未知数位置为第一值的数学文字问题时尤为吃力。进一步了解小学生解决文字问题的表现,可以指导设计适当的渐进式教学和评估工具,并引导研究任务特征和个体特征之间的相互作用。
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引用次数: 0
Improving the Use of Retrieval Practice for Both Easy and Difficult Materials: The Effect of an Instructional Intervention 改进对简单和困难材料的检索练习的使用:教学干预的效果
IF 10.1 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2024-10-02 DOI: 10.1007/s10648-024-09945-3
Tian Fan, Luotong Hui, Liang Luo, Anique B. H. de Bruin

Recent research has suggested that students prefer restudying over retrieval practice when learning difficult materials, despite the latter being a more effective learning strategy. The current study investigated whether an instructional intervention can improve the use of retrieval practice for both easy and difficult materials. In Experiment 1, after initial learning of each item, participants rated their perceived mental effort (PME) and judgment of learning (JOL) for each item. Then, participants chose whether to restudy or take retrieval practice for that item. The results showed that participants chose to take retrieval practice less frequently for difficult items compared to easy ones. Furthermore, participants’ ratings of PME and JOL sequentially mediated the relationship between item difficulty and their learning strategy choices. Specifically, difficult items resulted in higher levels of PME, which in turn led to lower JOL, ultimately reducing the likelihood of choosing retrieval practice. In Experiment 2, half of the participants received an instructional intervention, which revealed that while students prefer restudying for difficult items, retrieval practice benefits both easy and difficult items in long-term retention. The remaining half did not receive such intervention and were designated as the control group. The results indicated that, compared to the control group, students who received the intervention increased the odds of choosing retrieval practice for both types of materials after the intervention. The findings of this study suggest that students can be supported to use retrieval practice regardless of item difficulty.

最近的研究表明,在学习难度较大的材料时,学生更喜欢复习而不是检索练习,尽管后者是一种更有效的学习策略。本研究调查了教学干预是否能提高学生对简单和困难材料的检索练习的使用。在实验 1 中,在初步学习每个项目后,被试对每个项目的感知脑力(PME)和学习判断(JOL)进行评分。然后,参与者选择是重新学习该项目还是进行检索练习。结果表明,与简单的项目相比,对于困难的项目,参与者选择进行检索练习的频率较低。此外,受试者对 PME 和 JOL 的评价依次介导了题目难度与学习策略选择之间的关系。具体来说,难度较大的题目会导致较高的 PME 水平,进而导致较低的 JOL 水平,最终降低选择检索练习的可能性。在实验 2 中,一半的参与者接受了教学干预,结果显示,虽然学生更喜欢重新学习难度较大的项目,但检索练习对长期保持简单和难度较大的项目都有好处。剩下的一半人没有接受这种干预,被指定为对照组。结果表明,与对照组相比,接受干预的学生在干预后选择对两类材料进行检索练习的几率都有所增加。这项研究结果表明,无论题目难度如何,都可以支持学生使用检索练习。
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引用次数: 0
Self-Regulated Learning Interventions for Pre-service Teachers: a Systematic Review 针对职前教师的自我调节学习干预:系统回顾
IF 10.1 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2024-09-30 DOI: 10.1007/s10648-024-09919-5
Alazne Fernández Ortube, Ernesto Panadero, Charlotte Dignath

Self-regulated learning (SRL) is a key competence for pre-service teachers to develop, both for their own activities as learners and for their future activities as teachers. Therefore, it is crucial to understand how pre-service teachers can be supported in acquiring SRL competence in their initial training. To reach this aim, we conducted a systematic review of SRL interventions for pre-service teachers. Sixty-six intervention studies fulfilled the inclusion criteria. We explored three aspects of those SRL interventions, and how they moderate the interventions’ effectiveness: (1) the theoretical and practical underpinnings of SRL, (2) whether the intervention aimed to promote SRL learning and/or teaching of SRL, and (3) the intervention’s pedagogical characteristics and content related to the SRL professional competences. We found that the most effective SRL interventions (1) focused the training on one or two SRL areas (especially cognition and metacognition); (2) when targeted both, SRL learning and teaching of SRL, pre-service teachers’ SRL skills improved as well as their pedagogical skills; and (3) addressed direct and implicit SRL instruction, inside which self-assessment of learning and teaching practices appear as an effective pedagogical method. We derive implications from our findings for designing effective SRL interventions for prospective teachers.

自我调节学习(SRL)是职前教师需要培养的一种关键能力,它既关系到他们作为学 习者的学习活动,也关系到他们今后作为教师的教学活动。因此,了解如何支持职前教师在初始培训中获得自律学习能力至关重要。为了实现这一目标,我们对针对职前教师的 SRL 干预措施进行了系统回顾。66 项干预研究符合纳入标准。我们探讨了这些 SRL 干预措施的三个方面,以及它们如何影响干预措施的有效性:(1)SRL 的理论和实践基础,(2)干预措施是否旨在促进 SRL 学习和/或 SRL 教学,(3)干预措施的教学特点和与 SRL 专业能力相关的内容。我们发现,最有效的自学能力干预措施(1)将培训重点放在一个或两个自学能力领域(尤其是认知和元认知);(2)当同时针对自学能力学习和自学能力教学时,职前教师的自学能力技能和教学技能都得到了提高;(3)涉及直接和隐性的自学能力教学,其中对学习和教学实践的自我评估似乎是一种有效的教学方法。我们从研究结果中得出了为未来教师设计有效的自学能力干预措施的启示。
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引用次数: 0
The Effect of the Write, Talk, and Rewrite Dialogic Writing Treatment on Argumentative Texts: a Replication Study in Türkiye 写、说、改写 "对话式写作疗法对议论性文章的影响:土耳其的一项复制研究
IF 10.1 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2024-09-30 DOI: 10.1007/s10648-024-09949-z
Omer Faruk Tavsanli, Steve Graham, Yucheng Cao

The current study replicated an earlier investigation by Bouwer and van der Veen (2023) where 10 Grade 5 and 6 classrooms in the Netherlands (210 students) were randomly assigned to a treatment or control condition, with treatment students evidencing improvements in the quality of their essays after practice writing argumentative essays, reading and discussing them with a small group of peers, and revising each essay based on the discussion that ensued. In the present study, 12 Grade 2 to 4 classrooms in Türkiye (383 students) were randomly assigned to this write, talk, and rewrite dialogic treatment or to a control condition. Students in the control condition practiced planning and writing the same four argumentative essays as treatment students did during the experiment, and each of these essays was shared with peers (time spent in both conditions was comparable). Control students did not, however, discuss their essay with peers or use such feedback to revise them as was done by students in the write, talk, and rewrite dialogic treatment. When the nested nature of the data and pretest scores were held constant, the quality of the argumentative posttest essays produced by students in the treatment condition evidenced greater improvement than essays written by control students. The same outcome was obtained for the length of essays (number of words) when the nested nature of the data and pretest scores were held constant. This investigation provided evidence that the write, talk, and rewrite dialogic intervention tested by Bouwer and van der Veen (2023) was effective in improving the argumentative writing of even younger students in a different country. Implications for research and practice are provided.

本研究重复了 Bouwer 和 van der Veen(2023 年)早先的一项调查,将荷兰 10 个五、六年级班级(210 名学生)随机分配到治疗或对照条件下,治疗学生在练习写作议论文、阅读并与一小组同伴讨论、根据讨论结果修改每篇文章后,其作文质量都有所提高。在本研究中,土耳其的 12 个二年级至四年级班级(383 名学生)被随机分配到这种 "写、说、改 "对话式疗法或对照组。实验期间,对照组学生与治疗组学生一样,练习计划和撰写四篇议论文,每篇议论文都与同学分享(两种情况下所用时间相当)。然而,对照组学生并没有与同伴讨论他们的作文,也没有像 "写、说、改 "对话处理中的学生那样利用这些反馈来修改作文。当数据的嵌套性质和前测分数保持不变时,治疗条件下的学生所写的议论文的质量比对照组学生的文章有更大的提高。在数据嵌套性质和前测分数不变的情况下,作文长度(字数)也得到了相同的结果。这项调查提供了证据,证明 Bouwer 和 van der Veen(2023 年)测试过的 "写、说、改写 "对话式干预能有效提高不同国家低年级学生的议论文写作水平。本研究为研究和实践提供了启示。
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引用次数: 0
Single- and Multilevel Perspectives on Covariate Selection in Randomized Intervention Studies on Student Achievement 从单层次和多层次角度看学生成绩随机干预研究中的协变量选择
IF 10.1 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2024-09-25 DOI: 10.1007/s10648-024-09898-7
Sophie E. Stallasch, Oliver Lüdtke, Cordula Artelt, Larry V. Hedges, Martin Brunner

Well-chosen covariates boost the design sensitivity of individually and cluster-randomized trials. We provide guidance on covariate selection generating an extensive compilation of single- and multilevel design parameters on student achievement. Embedded in psychometric heuristics, we analyzed (a) covariate types of varying bandwidth-fidelity, namely domain-identical (IP), cross-domain (CP), and fluid intelligence (Gf) pretests, as well as sociodemographic characteristics (SC); (b) covariate combinations quantifying incremental validities of CP, Gf, and/or SC beyond IP; and (c) covariate time lags of 1–7 years, testing validity degradation in IP, CP, and Gf. Estimates from six German samples (1868 ≤ N ≤ 10,543) covering various outcome domains across grades 1–12 were meta-analyzed and included in precision simulations. Results varied widely by grade level, domain, and hierarchical level. In general, IP outperformed CP, which slightly outperformed Gf and SC. Benefits from coupling IP with CP, Gf, and/or SC were small. IP appeared most affected by temporal validity decay. Findings are applied in illustrative scenarios of study planning and enriched by comprehensive Online Supplemental Material (OSM) accessible via the Open Science Framework (OSF; https://osf.io/nhx4w).

精心选择的协变量可提高单独随机试验和分组随机试验的设计灵敏度。我们通过对学生成绩的单层次和多层次设计参数的广泛汇编,为协变量的选择提供了指导。结合心理测量启发式,我们分析了(a)不同带宽保真度的协变量类型,即相同领域(IP)、跨领域(CP)和流体智力(Gf)前测,以及社会人口学特征(SC);(b)量化 CP、Gf 和/或 SC 的增量有效性的协变量组合,超出 IP;以及(c)1-7 年的协变量时滞,测试 IP、CP 和 Gf 的有效性退化。对六个德国样本(1868 ≤ N ≤ 10,543 人)的估计值进行了元分析,涵盖了 1-12 年级的不同结果领域,并将其纳入精确度模拟中。不同年级、不同领域和不同层次的结果差异很大。总体而言,IP 的表现优于 CP,而 CP 的表现略优于 Gf 和 SC。将 IP 与 CP、Gf 和/或 SC 结合使用的优势很小。IP 受时间有效性衰减的影响似乎最大。研究结果应用于研究规划的说明性情景中,并通过开放科学框架(OSF; https://osf.io/nhx4w)访问全面的在线补充材料(OSM)加以丰富。
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引用次数: 0
From Hands to Mind: How Gesture, Emotional Valence, and Individual Differences Impact Narrative Recall 从 "手 "到 "心": 手势、情绪情感和个体差异如何影响叙事回忆
IF 10.1 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2024-09-24 DOI: 10.1007/s10648-024-09948-0
Kavya Thakore, Trisha Das, Shamma Jahan, Naomi Sweller

Narrative recall and comprehension are important lifelong skills. While gesturing may improve recall by alleviating cognitive load, it may be differentially beneficial, depending on task and individual characteristics. While research on gesture’s effects on a variety of task modalities is burgeoning, effects on recall of narratives read aloud are under-examined. Further, emotional valence and individual differences in verbal memory may affect recall, through effects on task difficulty. If gesturing lightens cognitive load, it may be more beneficial for harder tasks, namely for narratives lacking emotional content and for individuals with poorer verbal memory. Across two studies, impacts of gesture production, emotional valence, and individual differences on narrative recall were evaluated. In Study 1, participants (N = 100) read aloud three emotive narratives (positive, negative, neutral) while either instructed to gesture or receiving no gesture instructions. Gesture production hindered recall, particularly for those with higher verbal memory. Emotion benefited recall, with enhanced recall of the negative narrative and impaired recall for the neutral narrative. In Study 2, following a measure of individual propensity to gesture, participants (N = 98) similarly read aloud three emotive narratives. Instructions to gesture hindered recall for participants with a lower propensity to gesture, and emotional narratives again saw enhanced recall relative to the neutral narrative. Propensity to gesture and verbal memory were positively associated with narrative comprehension. Results suggest instructions to produce gestures may for some individuals hinder recall for self-guided learners when studying written texts, while emotional content benefits recall.

叙事回忆和理解是重要的终身技能。虽然手势可以减轻认知负荷,从而提高回忆能力,但它的益处可能因任务和个体特征而异。关于手势对各种任务模式的影响的研究正在蓬勃发展,但对朗读叙事回忆的影响却研究不足。此外,情绪情感和言语记忆的个体差异可能会通过对任务难度的影响而影响回忆。如果手势能减轻认知负荷,那么对于难度较大的任务,即缺乏情感内容的叙述和言语记忆力较差的人来说,手势可能更有益处。在两项研究中,我们评估了手势的产生、情绪价值和个体差异对叙述回忆的影响。在研究 1 中,参与者(N = 100)朗读了三段情感叙述(正面、负面、中性),同时接受了手势指示或未接受手势指示。手势的产生阻碍了回忆,尤其是那些口头记忆力较强的人。情绪则有利于回忆,负面叙述的回忆能力增强,而中性叙述的回忆能力减弱。在研究 2 中,在对个人手势倾向进行测量后,参与者(N = 98)同样朗读了三段情感叙述。对于手势倾向较低的参与者来说,手势指示阻碍了他们的回忆,而相对于中性叙述,情感叙述再次增强了回忆能力。手势倾向和言语记忆与叙述理解呈正相关。研究结果表明,在学习书面文本时,对某些人来说,做出手势的指示可能会妨碍自学者的回忆,而情感内容则有利于回忆。
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引用次数: 0
Measuring Mathematical Skills in Early Childhood: a Systematic Review of the Psychometric Properties of Early Maths Assessments and Screeners 衡量幼儿数学技能:早期数学评估和筛查工具心理计量特性的系统性回顾
IF 10.1 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2024-09-17 DOI: 10.1007/s10648-024-09950-6
Laura A. Outhwaite, Pirjo Aunio, Jaimie Ka Yu Leung, Jo Van Herwegen

Successful early mathematical development is vital to children’s later education, employment, and wellbeing outcomes. However, established measurement tools are infrequently used to (i) assess children’s mathematical skills and (ii) identify children with or at-risk of mathematical learning difficulties. In response, this pre-registered systematic review aimed to provide an overview of measurement tools that have been evaluated for their psychometric properties for measuring the mathematical skills of children aged 0–8 years. The reliability and validity evidence reported for the identified measurement tools were then synthesised, including in relation to common acceptability thresholds. Overall, 41 mathematical assessments and 25 screeners were identified. Our study revealed five main findings. Firstly, most measurement tools were categorised as child-direct measures delivered individually with a trained assessor in a paper-based format. Secondly, the majority of the identified measurement tools have not been evaluated for aspects of reliability and validity most relevant to education measures, and only 15 measurement tools met the common acceptability thresholds for more than two areas of psychometric evidence. Thirdly, only four screeners demonstrated an acceptable ability to distinguish between typically developing children and those with or at-risk of mathematical learning difficulties. Fourthly, only one mathematical assessment and one screener met the common acceptability threshold for predictive validity. Finally, only 11 mathematical assessments and one screener were found to concurrently align with other validated measurement tools. Building on this current evidence and improving measurement quality is vital for raising methodological standards in mathematical learning and development research.

成功的早期数学发展对儿童日后的教育、就业和福利成果至关重要。然而,已有的测量工具却很少被用于 (i) 评估儿童的数学技能和 (ii) 识别有数学学习困难或有数学学习困难风险的儿童。为此,本预注册系统性综述旨在概述那些用于测量 0-8 岁儿童数学技能的测量工具的心理测量特性。然后,对已确定的测量工具所报告的可靠性和有效性证据进行综合,包括与常见可接受性阈值相关的证据。总共确定了 41 种数学评估工具和 25 种筛查工具。我们的研究揭示了五个主要发现。首先,大多数测量工具都被归类为儿童导向测量工具,由经过培训的评估员以纸质形式单独进行。其次,大多数已确定的测量工具都没有经过与教育测量最相关的可靠性和有效性方面的评估,只有 15 种测量工具在两个以上的心理测量证据方面达到了共同的可接受性阈值。第三,只有四种筛查工具在区分发育正常儿童和有或可能有数学学习困难的儿童方 面的能力是可以接受的。第四,只有一项数学评估和一项筛选器达到了预测有效性的共同可接受临界值。最后,只有 11 项数学评估和一项筛查工具与其他经过验证的测量工具一致。在现有证据的基础上,提高测量质量对提高数学学习与发展研究的方法标准至关重要。
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引用次数: 0
A Meta-Analysis of the Relations Between Achievement Goals and Internalizing Problems 成就目标与内化问题之间关系的元分析
IF 10.1 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2024-09-16 DOI: 10.1007/s10648-024-09943-5
Loredana R. Diaconu-Gherasim, Andrew J. Elliot, Alexandra S. Zancu, Laura E. Brumariu, Cornelia Măirean, Cristian Opariuc‑Dan, Irina Crumpei-Tanasă

This systematic meta-analytic review investigated the relations between achievement goals and internalizing symptoms and disorders, namely, anxiety and depression. The number of samples for each focal relationship ranged from 3 to 36. The results indicated significant effect sizes for the relations between mastery-approach goals and anxiety (r = − .10) and depression (r = − .18), as well as performance-avoidance goals and anxiety (r = .25) and depression (r = .16). A significant effect size was also found for the relation between performance-approach goals and anxiety (r = .15), and a non-significant effect size was observed for the relation between performance-approach goals and depression (r = .05). Mastery-avoidance goals were not significantly related to either anxiety (r = .08) or depression (r = − .13). Several moderators representing the conceptualization of achievement goals (e.g., theoretical model), sample characteristics (e.g., education level), and methodology- and publication-based characteristics (e.g., year of publication) were significant, and suggested avenues for future research. These findings herein have implications for intervention programs that could focus on reducing the links between achievement goals and internalizing problems.

本系统性荟萃分析综述调查了成就目标与内化症状和障碍(即焦虑和抑郁)之间的关系。每种焦点关系的样本数量从 3 个到 36 个不等。结果表明,掌握-追求目标与焦虑(r = - .10)和抑郁(r = - .18)之间的关系,以及成绩-回避目标与焦虑(r = .25)和抑郁(r = .16)之间的关系,都有明显的效应大小。研究还发现,成绩接近目标与焦虑(r = .15)之间的关系有明显的效应大小,而成绩接近目标与抑郁(r = .05)之间的关系则没有明显的效应大小。掌握-逃避目标与焦虑(r = .08)或抑郁(r = - .13)的关系都不显著。代表成就目标概念化(如理论模型)、样本特征(如教育水平)以及方法论和出版物特征(如出版物年份)的几个调节因子具有重要意义,并为未来研究提供了途径。这些研究结果对干预计划有一定的启示,干预计划可以重点减少成就目标与内化问题之间的联系。
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引用次数: 0
What Does Research Say About the Science of Reading for K-5 Multilingual Learners? A Systematic Review of Systematic Reviews 关于 K-5 多语种学习者的科学阅读研究有什么发现?系统综述的系统综述
IF 10.1 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2024-09-12 DOI: 10.1007/s10648-024-09942-6
Jonathan M. Kittle, Steven J. Amendum, Christina M. Budde

The science of reading (SOR) refers to the sum of what we know about how people learn to read based on empirical studies across multiple disciplines. The purpose of this review was to identify research evidence to inform the SOR for multilingual learners (MLs). We reviewed 30 systematic reviews related to reading and reading instruction for MLs conducted primarily in K-5 U.S. classrooms. Results identified four broad clusters of components related to English reading comprehension as well as instructional practices and programs effective in addressing each component. Clusters included oral language, phonological awareness, decoding and oral reading fluency, and reading comprehension. Notably, oral language and reading skills in both MLs’ first language and in English were essential components of the SOR for MLs. Implications for theory and research as well as policy, curriculum, and instruction are provided.

阅读科学(SOR)是指我们根据多个学科的实证研究,对人们如何学习阅读的了解的总和。本综述旨在找出研究证据,为多语言学习者(MLs)的 SOR 提供参考。我们回顾了 30 篇主要在美国 K-5 年级课堂上进行的与多语言学习者阅读和阅读教学相关的系统性综述。研究结果确定了与英语阅读理解相关的四大组成部分,以及针对每个组成部分的有效教学实践和计划。这些内容包括口语、语音意识、解码和口语阅读流利性以及阅读理解。值得注意的是,口语和阅读技能(包括母语和英语)是小学生 SOR 的重要组成部分。研究结果对理论和研究以及政策、课程和教学都有启示。
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引用次数: 0
Evaluation is Creation: Self and Social Judgments of Creativity Across the Four-C Model 评价即创造:四C模型中对创造力的自我和社会评价
IF 10.1 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2024-09-12 DOI: 10.1007/s10648-024-09947-1
Denis Dumas, James C. Kaufman

Who should evaluate the originality and task-appropriateness of a given idea has been a perennial debate among psychologists of creativity. Here, we argue that the most relevant evaluator of a given idea depends crucially on the level of expertise of the person who generated it. To build this argument, we draw on two complimentary theoretical perspectives. The model of domain learning (MDL) suggests that, for novices in a domain, creativity is by-necessity self-referenced, but as expertise develops, more socially referenced creativity is possible. Relatedly, the four-C model posits four forms of creativity that fall along a continuum of social impact: mini-c, little-c, Pro-c, and Big-C. We show that the MDL implies a learning trajectory that connects the four Cs because, as socially referenced creativity develops, greater societal impact becomes available to a creator. Then, we describe four sources of evaluations that become relevant as an individual learns: judgments from the creators themselves, their local community, consumers of the idea, and finally, critics in the domain. We suggest that creators’ judgments are of essential importance for mini-c, community judgments are paramount for little-c, Pro-c requires either positive evaluations from consumers or critics, and Big-C requires both consumers and critics to evaluate an idea positively for an extended time. We identify key insights and imperatives for the field: aligning our measures (both human and AI scored) with the most relevant evaluations of ideas to support the reliability and validity of our measurements, using evaluations as feedback for learners to support the development of creative metacognition, and the importance of considering domain differences when evaluating ideas.

由谁来评价某个创意的独创性和任务适当性一直是创意心理学家们争论不休的问题。在此,我们认为,某个创意的最合适的评估者在很大程度上取决于创意产生者的专业水平。为了建立这一论点,我们借鉴了两种互补的理论观点。领域学习模型(MDL)认为,对于某一领域的新手来说,创造力必然是自我参照的,但随着专业知识的发展,更多的社会参照创造力是可能的。与此相关,"四C "模型提出了四种形式的创造力,它们的社会影响是连续的:mini-C、little-C、Pro-C 和 Big-C。我们表明,MDL 意味着连接四个 C 的学习轨迹,因为随着社会参考创造力的发展,创造者可以产生更大的社会影响。然后,我们描述了在个人学习过程中变得相关的四种评价来源:来自创造者本身、其当地社区、创意消费者以及该领域评论家的判断。我们认为,创作者的评价对迷你创意至关重要,社区的评价对小创意至关重要,专业创意需要消费者或评论家的积极评价,而大创意则需要消费者和评论家对创意进行长期的积极评价。我们确定了该领域的关键见解和当务之急:将我们的测量方法(人类和人工智能评分)与最相关的创意评价相一致,以支持我们测量方法的可靠性和有效性;将评价作为学习者的反馈,以支持创意元认知的发展;以及在评价创意时考虑领域差异的重要性。
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引用次数: 0
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Educational Psychology Review
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