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Emotion Regulation and Academic Burnout Among Youth: a Quantitative Meta-analysis 青少年情绪调节与学业倦怠:定量元分析
IF 10.1 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2024-09-10 DOI: 10.1007/s10648-024-09930-w
Ioana Alexandra Iuga, Oana Alexandra David

Emotion regulation (ER) represents an important factor in youth’s academic wellbeing even in contexts that are not characterized by outstanding levels of academic stress. Effective ER not only enhances learning and, consequentially, improves youths’ academic achievement, but can also serve as a protective factor against academic burnout. The relationship between ER and academic burnout is complex and varies across studies. This meta-analysis examines the connection between ER strategies and student burnout, considering a series of influencing factors. Data analysis involved a random effects meta-analytic approach, assessing heterogeneity and employing multiple methods to address publication bias, along with meta-regression for continuous moderating variables (quality, female percentage and mean age) and subgroup analyses for categorical moderating variables (sample grade level). According to our findings, adaptive ER strategies are negatively associated with overall burnout scores, whereas ER difficulties are positively associated with burnout and its dimensions, comprising emotional exhaustion, cynicism, and lack of efficacy. These results suggest the nuanced role of ER in psychopathology and well-being. We also identified moderating factors such as mean age, grade level and gender composition of the sample in shaping these associations. This study highlights the need for the expansion of the body of literature concerning ER and academic burnout, that would allow for particularized analyses, along with context-specific ER research and consistent measurement approaches in understanding academic burnout. Despite methodological limitations, our findings contribute to a deeper understanding of ER's intricate relationship with student burnout, guiding future research in this field.

情绪调节(ER)是影响青少年学业健康的一个重要因素,即使在学业压力并不突出的情况下也是如此。有效的情绪调节不仅能促进学习,进而提高青少年的学业成绩,还能成为防止学业倦怠的保护因素。学习压力与学业倦怠之间的关系十分复杂,不同的研究结果也不尽相同。本荟萃分析在考虑一系列影响因素的基础上,研究了ER策略与学生学习倦怠之间的关系。数据分析采用随机效应荟萃分析法,评估异质性并采用多种方法解决发表偏差问题,同时对连续调节变量(质量、女性比例和平均年龄)进行荟萃回归,并对分类调节变量(样本年级)进行亚组分析。根据我们的研究结果,适应性职业倦怠策略与总体职业倦怠得分呈负相关,而职业倦怠困难则与职业倦怠及其维度(包括情感衰竭、愤世嫉俗和缺乏效能感)呈正相关。这些结果表明,职业倦怠在心理病理学和幸福感中扮演着微妙的角色。我们还发现了影响这些关联的调节因素,如样本的平均年龄、年级和性别构成。本研究强调了扩展有关应急反应和学术倦怠的文献的必要性,这将允许进行特定的分析,以及针对具体环境的应急反应研究和一致的测量方法,以了解学术倦怠。尽管存在方法上的局限性,但我们的研究结果有助于加深对ER与学生倦怠之间错综复杂关系的理解,并为这一领域的未来研究提供指导。
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引用次数: 0
How to Optimize Self-Assessment Accuracy in Cognitive Skill Acquisition When Learning from Worked Examples 从工作实例中学习认知技能时,如何优化自我评估的准确性
IF 10.1 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2024-09-07 DOI: 10.1007/s10648-024-09944-4
Julia Waldeyer, Tino Endres, Julian Roelle, Martine Baars, Alexander Renkl

The present study was designed to understand and optimize self-assessment accuracy in cognitive skill acquisition through example-based learning. We focused on the initial problem-solving phase, which follows after studying worked examples. At the end of this phase, it is important that learners are aware whether they have already understood the solution procedure. In Experiment 1, we tested whether self-assessment accuracy depended on whether learners were prompted to infer their self-assessments from explanation-based cues (ability to explain the problems’ solutions) or from performance-based cues (problem-solving performance) and on whether learners were informed about the to-be-monitored cue before or only after the problem-solving phase. We found that performance-based cues resulted in better self-assessment accuracy and that informing learners about the to-be-monitored cue before problem-solving enhanced self-assessment accuracy. In Experiment 2, we again tested whether self-assessment accuracy depended on whether learners were prompted to infer their self-assessments from explanation- or performance-based cues. We furthermore varied whether learners received instruction on criteria for interpreting the cues and whether learners were prompted to self-explain during problem-solving. When learners received no further instructional support, like in Experiment 1, performance-based cues yielded better self-assessment accuracy. Only when learners who were prompted to infer their self-assessments from explanation-based cues received both cue criteria instruction and prompts to engage in self-explaining during problem-solving did they show similar self-assessment accuracy as learners who utilized performance-based cues. Overall, we conclude that it is more efficient to prompt learners to monitor performance-based rather than explanation-based cues in the initial problem-solving phase.

本研究旨在通过基于实例的学习,了解和优化认知技能习得过程中的自我评估准确性。我们关注的重点是最初的问题解决阶段,即在学习了工作示例之后的阶段。在这一阶段结束时,学习者必须知道自己是否已经理解了解题步骤。在实验 1 中,我们测试了自我评估的准确性是否取决于学习者是根据基于解释的线索(解释问题解决方案的能力)还是基于表现的线索(解决问题的表现)来推断自我评估,也取决于学习者是在解决问题阶段之前还是仅在解决问题阶段之后才被告知要监测的线索。我们发现,基于表现的线索能提高自我评估的准确性,而在解决问题之前告知学习者有待监测的线索能提高自我评估的准确性。在实验 2 中,我们再次测试了自我评估的准确性是否取决于学习者是根据解释性线索还是表现性线索来推断自我评估。此外,我们还改变了学习者是否接受了有关解释线索的标准的指导,以及学习者在解决问题的过程中是否被提示进行自我解释。与实验 1 一样,当学习者没有接受进一步的指导支持时,以表现为基础的提示能提高自我评估的准确性。只有当学习者从基于解释的提示中推断出自我评估时,他们才会同时接受提示标准指导和在解决问题过程中进行自我解释的提示,他们的自我评估准确率才与使用基于表现的提示的学习者相似。总之,我们得出的结论是,在解决问题的初始阶段,促使学习者监控基于表现的线索比基于解释的线索更有效。
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引用次数: 0
The Dynamic Nature of Emotions in Language Learning Context: Theory, Method, and Analysis 语言学习情境中情感的动态性质:理论、方法与分析
IF 10.1 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2024-09-07 DOI: 10.1007/s10648-024-09946-2
Peng Wang, Lesya Ganushchak, Camille Welie, Roel van Steensel

In current research, emotions in language use situations are often examined only at their starting and ending points, akin to observing the beginning and end of a wave, while neglecting their complex fluctuations in between. To fully comprehend the dynamics of emotions in language use situations, it is essential to delve into their intricate unfolding throughout their progression. This is particularly critical in the context of Second Language Acquisition (SLA), where emotional dynamics can significantly influence learning outcomes and proficiency. Drawing on existing empirical research and theories, we propose a novel interpretation rooted in complex dynamic systems theory (CDST) to elucidate the dynamic nature of emotions in language use situations. Furthermore, we suggest methodologies for capturing the complete dynamics of emotional and language behaviours, including an analysis of their dynamic interrelationships. By embracing a dynamic perspective, we can advance our understanding of interplay between emotions and language behaviours from epistemological theory to methodology and analysis, paving the way for future research in this field.

在目前的研究中,语言使用情境中的情感往往只在其起点和终点进行研究,这就好比观察波浪的起点和终点,而忽略了其间复杂的波动。要充分理解语言使用情境中的情感动态,就必须深入研究其在整个发展过程中错综复杂的变化。这在第二语言习得(SLA)中尤为重要,因为情绪动态会对学习成果和能力产生重大影响。借鉴现有的实证研究和理论,我们提出了一种植根于复杂动态系统理论(CDST)的新解释,以阐明语言使用情境中情绪的动态性质。此外,我们还提出了捕捉情绪和语言行为完整动态的方法,包括分析它们之间的动态相互关系。通过采用动态视角,我们可以从认识论理论、方法论和分析等方面推进对情绪和语言行为之间相互作用的理解,为这一领域的未来研究铺平道路。
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引用次数: 0
The Self-Regulated Strategy Development Instructional Model: Efficacious Theoretical Integration, Scaling Up, Challenges, and Future Research 自我调节策略发展教学模式:有效的理论整合、推广、挑战和未来研究
IF 10.1 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2024-09-07 DOI: 10.1007/s10648-024-09921-x
Karen R. Harris

In this article, I provide the first publication thoroughly detailing how the theoretical foundation for the self-regulated strategy development (SRSD) instructional model was developed. I explain the development of the theoretical base for the SRSD model of instruction and the initial focus on writing instruction. I detail the reasoning and research that provided the base for the theory underlying the SRSD model of instruction. The theoretical base relies, in part, on both theoretical integration and triangulation; I define and provide examples of each process. I address the role of multiple theories, early studies, and iterations that led to the current SRSD instructional model. The tenets of the theoretical base, theoretical principle, and four initial and foundational research questions for the SRSD instructional model are detailed. Research regarding the four initial research questions is summarized, demonstrating the tenets and theoretical principle behind the SRSD model of instruction are valid and meaningful. A sizeable body of research across multiple countries indicates moderate to large effect sizes across many outcomes of SRSD instruction in writing and other complex learning areas. Finally, I address both directions for future research and significant challenges in scaling up SRSD instruction, including paradigm wars and other barriers.

在这篇文章中,我首次发表文章,详细介绍了自我调节策略发展(SRSD)教学模式的理论基础是如何形成的。我解释了 SRSD 教学模式理论基础的发展以及最初对写作教学的关注。我详细介绍了为 SRSD 教学模式提供理论基础的推理和研究。理论基础部分依赖于理论整合和三角测量;我定义了每个过程并提供了实例。我论述了多种理论、早期研究和迭代的作用,正是这些作用促成了当前的 SRSD 教学模式。我详细介绍了 SRSD 教学模式的理论基础、理论原则和四个初步的基础性研究问题。总结了有关四个初步研究问题的研究,证明 SRSD 教学模式背后的信条和理论原则是有效和有意义的。多个国家的大量研究表明,在写作和其他复杂的学习领域,SRSD 教学的许多成果都具有中等至较大的效果。最后,我探讨了未来研究的方向以及推广 SRSD 教学所面临的重大挑战,包括范式战争和其他障碍。
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引用次数: 0
AI-Related Threats to Information Sovereignty and Challenges for Research Ethics 人工智能对信息主权的威胁与研究伦理的挑战
IF 10.1 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2024-09-02 DOI: 10.1007/s10648-024-09939-1
Alexander Skulmowski

Unnoticed by most, some technology corporations have changed their terms of service to allow user data to be transferred to clouds and even to be used to train artificial intelligence systems. As a result of these developments, remote data collection may in many cases become impossible to be conducted anonymously. Researchers need to react by reconsidering their mode of data collection, raising awareness, and expanding informed consent to ensure information sovereignty. Considerations for data sharing are discussed.

在大多数人没有注意到的情况下,一些科技公司已经修改了服务条款,允许将用户数据传输到云端,甚至用于训练人工智能系统。由于这些发展,远程数据收集在很多情况下可能无法匿名进行。研究人员需要做出反应,重新考虑数据收集模式,提高认识,扩大知情同意范围,以确保信息主权。还讨论了数据共享方面的考虑因素。
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引用次数: 0
Using DNA to Predict Education: a Meta-analytic Review 利用 DNA 预测教育:元分析综述
IF 10.1 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2024-09-02 DOI: 10.1007/s10648-024-09928-4
Kirsty Wilding, Megan Wright, Sophie von Stumm

Recent advances in genomics make it possible to predict individual differences in education from polygenic scores that are person-specific aggregates of inherited DNA differences. Here, we systematically reviewed and meta-analyzed the strength of these DNA-based predictions for educational attainment (e.g., years spent in full-time education) and educational achievement (e.g., school grades). For educational attainment (k = 20, n = 16, Ntotal = 314,757), a multilevel meta-analysis showed an association with polygenic scores of ρ = .27 (95% CI from .22 to .32). For educational achievement (k = 19, n = 10, Ntotal = 83,788), the association was ρ = .24 (95% CI from .18 to .30). Eurocentric biases were evident with only 15% of estimates being reported in samples of non-European ancestry. After accounting for sample ancestry, age at assessment, and education measure, the meta-analytic estimates increased to ρ = .29 (95% CI from .24 to .33) for educational attainment and ρ = .50 (95% CI from .39 to .61) for educational achievement, indicative of large effect sizes. All meta-analytic estimates were associated with significant heterogeneity. Our findings suggest that DNA-based predictions of education are sizeable but vary across samples and studies. We outline three steps to safeguard potential applications of polygenic score predictions in education to maximize their benefits for personalizing learning, while minimizing the bioethical risks of perpetuating social, cultural, and economic inequalities.

基因组学的最新进展使我们有可能通过多基因分数预测教育方面的个体差异,多基因分数是遗传 DNA 差异的特定个体集合体。在此,我们对这些基于 DNA 的教育程度(如接受全日制教育的年数)和教育成就(如学校成绩)预测的强度进行了系统回顾和元分析。对于受教育程度(k = 20,n = 16,Ntotal = 314 757),多层次荟萃分析显示与多基因分数的关联度为 ρ = .27(95% CI 为 .22 至 .32)。在教育成就方面(k = 19,n = 10,Ntotal = 83 788),相关性为 ρ = .24(95% CI 从 .18 到 .30)。欧洲中心偏倚明显,只有 15%的估计值是在非欧洲血统样本中报告的。在考虑了样本血统、评估年龄和教育程度后,教育程度的荟萃分析估计值增加到ρ = .29(95% CI 从 .24 到 .33),教育成就的ρ = .50(95% CI 从 .39 到 .61),显示出较大的效应大小。所有荟萃分析估计值都存在显著的异质性。我们的研究结果表明,基于 DNA 的教育预测具有一定规模,但在不同样本和研究中存在差异。我们概述了三个步骤来保护多基因分数预测在教育领域的潜在应用,以最大限度地发挥其在个性化学习方面的优势,同时最大限度地降低延续社会、文化和经济不平等的生物伦理风险。
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引用次数: 0
Are Some People Generally More Creative Than Others? A Systematic Review of Fifty Years’ Research 某些人是否普遍比其他人更有创造力?五十年研究的系统回顾
IF 10.1 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2024-08-28 DOI: 10.1007/s10648-024-09926-6
Sébastien Miravete, André Tricot

Many recent studies support the idea that creativity is partially or totally “domain-general.” Certain individuals may exhibit greater creativity than the average, whatever the domain. More precisely, certain general factors (e.g., genetic factors, creative personality) could significantly impact creativity. This systematic review aims to evaluate this latter assertion. All empirical papers using at least two creative performance tasks in two domains were selected (n = 36). Results show that some participants succeed in creative tasks in several different domains, but only in experiments where specific prior knowledge is not controlled and tasks are artificial. Furthermore, certain studies conflate the function, which is domain-general, with its functioning, which may not necessarily be domain-general. For these reasons, the results appear less robust (no control for confounding factors) and less representative (creative tasks are not academically, socially, or professionally realistic). Therefore, it seems premature to recommend the integration of general creative skills into school or training programs, as well as the selection of students or employees with a presumed “creative profile.”

最近的许多研究都支持这样一种观点,即创造力部分或完全具有 "领域通用性"。无论在哪个领域,某些人都可能表现出比一般人更强的创造力。更确切地说,某些一般因素(如遗传因素、创造性人格)可能会对创造力产生重大影响。本系统综述旨在评估后一种说法。我们选取了在两个领域中使用至少两种创造性表现任务的所有经验性论文(n = 36)。结果表明,一些参与者在多个不同领域的创造性任务中取得了成功,但仅限于在没有控制特定先验知识和人为任务的实验中。此外,某些研究将具有领域通用性的功能与其作用混为一谈,而后者不一定具有领域通用性。由于这些原因,研究结果似乎不那么可靠(没有对混杂因素进行控制),也不那么具有代表性(创造性任务在学术、社会或职业方面都不现实)。因此,建议将一般创造性技能纳入学校或培训计划,以及选择具有假定的 "创造性特征 "的学生或员工,似乎还为时过早。
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引用次数: 0
Socioeconomic Status and Student Learning: Insights from an Umbrella Review 社会经济地位与学生学习:总括评论的启示
IF 10.1 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2024-08-28 DOI: 10.1007/s10648-024-09929-3
Cheng Yong Tan

Socioeconomic status (SES) has been widely argued to be an important predictor of students’ learning outcomes; the corollary is that low-SES students face immense challenges in their learning. The present study employed an umbrella review, comprising a thematic review and second-order meta-analysis, of 48 reviews relating SES to student learning to critically examine this argument. Results elucidate three sets of insights on the relationship between SES and student learning. First, researchers need to expand the conceptualization of SES from being an objective, individual attribute measuring hierarchical differences in access to resources to a more comprehensive construct incorporating (a) objective and subjective evaluations of (b) individual and collective SES attributes; (c) emphasizing students’ mobilization of capital; and (d) adopting a more diverse, asset-based perspective of SES. Second, the umbrella review provides a nuanced evaluation of the influence of SES in student learning. It yields a mean SES effect size of r = .22 (deemed as large with reference to educational benchmarks, expected students’ achievement gains, and percentile points in achievement tests) but SES effects may be confounded with other demographics. Third, SES needs to be examined from an ecological perspective, given the different mediating and moderating processes pertaining to SES in student learning. The results imply that policies for improving low-SES students’ learning outcomes should comprehensively address multiple factors influencing student learning and avoid a one-size-fits-all approach, enhance disadvantaged students’ access to educational opportunities and resources, affirm the strengths that disadvantaged students bring to their learning, and address structural and systemic inequalities related to poverty, classism, and segregation.

人们普遍认为,社会经济地位(SES)是预测学生学习成果的一个重要因素;由此推论,社会经济地位低的学生在学习中面临巨大挑战。本研究通过对 48 篇有关社会经济地位与学生学习的综述进行专题综述和二阶荟萃分析,对这一论点进行了批判性研究。研究结果阐明了关于社会经济地位与学生学习之间关系的三组见解。首先,研究人员需要将社会经济地位的概念从衡量获取资源方面等级差异的客观、个体属性扩展为一个更全面的概念,其中包括:(a) 对(b) 个人和集体社会经济地位属性的客观和主观评价;(c) 强调学生对资本的调动;(d) 对社会经济地位采用更多样化、基于资产的视角。其次,总括性综述对学生学习中的社会经济地位影响进行了细致入微的评估。它得出的平均社会经济地位效应大小为 r = 0.22(参照教育基准、学生的预期成绩提高以及成绩测试的百分位数,这被认为是较大的效应),但社会经济地位效应可能会与其他人口统计学因素相混淆。第三,考虑到与学生学习中的社会经济地位有关的不同中介和调节过程,需要从生态学的角度对社会经济地位进行研究。研究结果表明,改善低社会经济地位学生学习成绩的政策应全面解决影响学生学习的多种因素,避免一刀切的方法,增加弱势学生获得教育机会和资源的途径,肯定弱势学生在学习中发挥的优势,解决与贫困、阶级歧视和种族隔离有关的结构性和系统性不平等问题。
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引用次数: 0
Interrelations Among Achievement Goals and Achievement Emotions: A Meta-Analytic Examination 成就目标与成就情感之间的相互关系:元分析研究
IF 10.1 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2024-08-24 DOI: 10.1007/s10648-024-09931-9
Tanja Bross, Ulrike Elisabeth Nett, Martin Daumiller

Both achievement goals and achievement emotions have empirically been found to be important within educational contexts. This meta-analysis examined the interrelations among six achievement goals and fifteen achievement emotions and various moderators by analyzing 2,644 effect sizes from 355 studies with 155,208 participants. The findings revealed interrelations among achievement goals and achievement emotions that mainly corroborate theoretical assumptions. Mastery and performance goals showed associations with activity and outcome emotions. The results for work-avoidance goals confirmed the assumption that engaging in work avoidance is particularly related to negative activity emotions. Relational goals are positively linked to positive affect and enjoyment. Facets of mastery goals were identified as relevant moderators of the interrelations among achievement goals and emotions, in contrast to population. The results highlight the relevance of considering the interplay among achievement goals and achievement emotions at a specific level, as opposed to considering only the affective level, as well as differentiating between activity and outcome emotions to better understand their relationships with achievement goals.

经验表明,成就目标和成就情绪在教育环境中都很重要。这项荟萃分析通过分析来自 355 项研究、155 208 名参与者的 2 644 个效应大小,考察了六个成就目标和十五种成就情感之间的相互关系以及各种调节因素。研究结果表明,成就目标和成就情绪之间的相互关系主要证实了理论假设。掌握目标和绩效目标与活动和结果情绪有关联。工作回避目标的研究结果证实了这一假设,即工作回避与消极活动情绪特别相关。关系目标与积极情绪和愉悦感呈正相关。与人口相比,掌握目标的各个方面被认为是成就目标与情绪之间相互关系的相关调节因素。研究结果凸显了在特定层面上考虑成就目标和成就情绪之间的相互影响(而不是只考虑情感层面),以及区分活动情绪和结果情绪以更好地理解它们与成就目标之间关系的相关性。
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引用次数: 0
Meta-analysis of Interventions for Monitoring Accuracy in Problem Solving 监测问题解决准确性干预措施的元分析
IF 10.1 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2024-08-22 DOI: 10.1007/s10648-024-09936-4
Noortje Janssen, Ard W. Lazonder

Accurate monitoring of performance in problem-solving tasks is an important prerequisite for students’ future academic success. A wide variety of interventions aiming to enhance students’ monitoring accuracy have been developed, but their effectiveness is not apparent from the individual studies in which they have been examined. This meta-analysis classified these interventions in terms of how they target students’ monitoring and investigated their relative effectiveness to improve monitoring accuracy in problem-solving tasks. Findings across the 35 included studies indicated that all interventions combined have a small positive effect on students’ monitoring accuracy (g = 0.25). Intervention type moderated the findings. Interventions on the whole task, metacognitive knowledge, and external standards improved monitoring accuracy. On the other hand, interventions targeting the timing of metacognitive judgment negatively impacted monitoring accuracy and significantly differed from all other interventions. Exploratory moderator analyses of study features indicated that secondary school students benefited least from the interventions compared to primary school students and adults, laboratory studies showed larger effects than classroom studies, and interventions were more effective for retrospective confidence judgments than for judgments of learning. For educational practice, interventions targeting the whole task, metacognitive knowledge, and external standards are recommended, while reconsideration and possibly discontinuation of timing interventions is needed.

准确监控学生在解决问题任务中的表现是学生未来学业成功的重要前提。旨在提高学生监控准确性的干预措施种类繁多,但从对这些干预措施的单项研究来看,其有效性并不明显。本荟萃分析根据这些干预措施如何针对学生的监控进行了分类,并调查了它们在提高问题解决任务中的监控准确性方面的相对有效性。35 项纳入研究的结果表明,所有干预措施加在一起对学生的监控准确性有微小的积极影响(g = 0.25)。干预类型调节了研究结果。对整个任务、元认知知识和外部标准的干预提高了监控的准确性。另一方面,针对元认知判断时机的干预对监控准确性产生了负面影响,并且与所有其他干预有显著差异。对研究特点的探索性调节分析表明,与小学生和成人相比,中学生从干预中获益最少,实验室研究比课堂研究显示出更大的效果,干预对回顾性自信判断比对学习判断更有效。在教育实践中,建议采取针对整个任务、元认知知识和外部标准的干预措施,同时需要重新考虑并在可能的情况下停止定时干预。
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