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Closing Early Vocabulary Gaps: A Meta-Analysis of Interventions for Children Facing Elevated Risk For Challenges in Language Development 缩小早期词汇差距:对面临语言发展挑战高风险儿童干预措施的荟萃分析
IF 11.7 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2026-09-01 DOI: 10.1016/j.edurev.2026.100834
Leonie Dargiewicz, Svenja Wehrhöfer, Annika Ohle-Peters, Ulrich Ludewig, Fani Lauermann, Nele McElvany
Vocabulary knowledge is essential for language development and a strong predictor of later academic achievement. Substantial disparities in vocabulary in the language of instruction are evident at the beginning of formal schooling, especially among children with increased risk for challenges in language development because of low socioeconomic status, limited proficiency in the language of instruction, ethnicity different from the majority, diagnosed language impairment or language delay. This meta-analysis synthesized findings from 30 interventions (N = 4,184 students; 109 independent effect sizes) that evaluated vocabulary interventions for children facing elevated risk for challenges in language development aged 4;0 to 7;11 years. A multilevel meta-analysis revealed a moderate overall effect of vocabulary interventions (Hedges’ g = 0.62) and moderation effects by type of control group (alternate treatment vs. business-as-usual treatment) and outcome (proximal, researcher-developed vs. distal, standardized test). Business-as-usual treatment yielded larger effect sizes than alternate treatment. Further, using proximal, researcher-developed tests indicated higher effect sizes than distal, standardized tests. The results underscore the importance of systematic vocabulary interventions in formal educational settings. Implications for future research and practice are discussed.
词汇知识对语言发展至关重要,也是日后学术成就的有力预测指标。在正式入学之初,教学语言词汇的巨大差异就很明显,特别是在那些由于社会经济地位低、教学语言熟练程度有限、种族不同于大多数人、被诊断为语言障碍或语言迟缓而面临语言发展挑战风险增加的儿童中。本荟萃分析综合了30项干预措施(N = 4,184名学生,109个独立效应量)的结果,这些干预措施评估了4岁时面临语言发展挑战风险较高的儿童的词汇干预;0 ~ 7;11年。一项多水平荟萃分析显示,词汇干预的总体效果适中(Hedges ' g = 0.62),对照组类型(替代治疗与常规治疗)和结果(近端、研究者开发的与远端、标准化测试)的调节效果适中。常规治疗比替代治疗产生更大的效应。此外,使用研究人员开发的近端测试表明,远端标准化测试的效应量更高。研究结果强调了在正规教育环境中系统的词汇干预的重要性。讨论了对未来研究和实践的启示。
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引用次数: 0
A systematic literature review on students’ competencies on personal data: Defining personal data literacy for students 关于学生个人数据能力的系统文献综述:定义学生的个人数据素养
IF 11.7 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2026-08-27 DOI: 10.1016/j.edurev.2026.100845
Andria Agesilaou, Eleni A. Kyza
Empirical evidence underscores the limited awareness among children and adolescents concerning prevalent big data practices, coupled with a lack of understanding regarding the purposes and mechanisms underpinning the utilization of their personal data. Despite the recognized need to augment children's competencies for managing and protecting their personal data, a conspicuous gap exists in the literature, which lacks a systematic identification and organization of these competencies. Existing frameworks predominantly focus on adult populations, and do not address the unique needs, perspectives, and challenges faced by students in comprehending and managing their personal data. Furthermore, the literature discusses the matter using a variety of similar terms, while at the same time lacking an established definition. This review examined the literature to (a) understand the state-of-the-art around students’ literacy regarding personal data, (b) provide a definition for such kind of literacy, (c), identify pedagogical guidelines for personal data literacy and, (d) elucidate students’ fundamental competencies through the proposal of a competency framework. In total, thirty studies, encompassing empirical and theoretical research on critical and personal data literacy, have been identified and analyzed, using the PRISMA guidelines. The results informed the development of the Personal Data Literacy (PeDaL) framework, which offers instructional guidelines for designing learning experiences to cultivate student’s personal data literacy.
经验证据表明,儿童和青少年对普遍存在的大数据做法的认识有限,而且对利用其个人数据的目的和机制缺乏了解。尽管认识到需要增强儿童管理和保护其个人数据的能力,但文献中存在明显的差距,缺乏对这些能力的系统识别和组织。现有的框架主要关注成人群体,并没有解决学生在理解和管理他们的个人数据时所面临的独特需求、观点和挑战。此外,文献讨论的问题使用各种类似的术语,而在同一时间缺乏一个既定的定义。本综述对文献进行了研究,以(a)了解学生对个人数据素养的最新状况,(b)为这种素养提供定义,(c)确定个人数据素养的教学指南,以及(d)通过提出能力框架来阐明学生的基本能力。总共有30项研究,包括对批判性和个人数据素养的实证和理论研究,已经使用PRISMA指南进行了识别和分析。研究结果为个人资料素养(PeDaL)框架的发展提供了参考,该框架为设计学习经验以培养学生的个人资料素养提供了指导方针。
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引用次数: 0
Teacher homework involvement and student learning outcomes: A three-level meta-analysis 教师家庭作业投入与学生学习成果:一个三层次的元分析
IF 11.7 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2026-08-26 DOI: 10.1016/j.edurev.2026.100837
Jianzhong Xu, Shengli Guo, Huiyong Fan, Jiyuan Sheng
A three-level meta-analysis examined the association between teacher homework involvement and student learning outcomes and tested substantive and study-level moderators. Teacher homework involvement encompassed homework quality, autonomy support, content support, feedback quality, feedback quantity, and combined support, whereas learning outcomes encompassed motivational and affective, behavioral and self-regulatory, and academic outcomes. The analysis included 506 effect sizes from 29 independent studies involving 35,702 students. Teacher homework involvement had an overall small-to-moderate positive association with student learning outcomes (r = 0.246, p < .001), which remained stable under study-clustered CR2 inference and leave-one-study-out analyses. This association varied by involvement dimension, outcome type, geographical region, publication type, and publication year, but not by grade level or subject matter. Omnibus differences across involvement dimensions and outcome types remained statistically significant under study-clustered inference. The most consistent evidence indicated stronger associations for homework quality, feedback quality, and autonomy support than for feedback quantity. Across outcomes, autonomous motivation showed the largest association, suggesting that teacher homework involvement may be particularly relevant to whether students experience homework as personally meaningful, valued, and self-endorsed. Associations were also stronger in studies conducted in Asia than in those conducted in the United States or Europe. Overall, the findings highlight the potential value of well-designed assignments, high-quality feedback, and autonomy-supportive guidance.
一项三水平的元分析检验了教师家庭作业投入与学生学习成果之间的关系,并测试了实质性和学习水平的调节因子。教师家庭作业参与包括家庭作业质量、自主支持、内容支持、反馈质量、反馈数量和综合支持,而学习成果包括动机和情感、行为和自我调节以及学术成果。该分析包括来自29项独立研究的506个效应值,涉及35,702名学生。教师家庭作业投入总体上与学生学习成果有小到中度的正相关(r = 0.246, p < .001),在研究聚类CR2推理和留一项研究分析下,这一正相关保持稳定。这种关联因涉及程度、结果类型、地理区域、出版类型和出版年份而异,但与年级水平或主题无关。在研究聚类推断下,参与维度和结果类型的综合差异仍然具有统计学意义。最一致的证据表明,家庭作业质量、反馈质量和自主支持比反馈数量有更强的关联。在所有结果中,自主动机显示出最大的关联,这表明教师的家庭作业参与可能与学生是否认为家庭作业对个人有意义、有价值和自我认可特别相关。在亚洲进行的研究也比在美国或欧洲进行的研究有更强的关联性。总的来说,研究结果强调了精心设计的作业、高质量的反馈和自主支持指导的潜在价值。
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引用次数: 0
Problematic Videogame Use and Academic Achievement: A Systematic Review and Meta-analysis 有问题的电子游戏使用与学业成就:系统回顾和元分析
IF 11.7 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2026-08-18 DOI: 10.1016/j.edurev.2026.100835
Adrian Paterna, Manuel Alcaraz-Ibáñez, Almudena F. Diaz-Carrasco, Mark D. Griffiths
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引用次数: 0
Fostering computational thinking through robotics in kindergarten: A systematic review of learning strategies, frameworks, and assessment 通过幼儿园机器人培养计算思维:学习策略、框架和评估的系统回顾
IF 10.3 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2026-08-01 Epub Date: 2026-08-03 DOI: 10.1016/j.edurev.2026.100829
Soultana Tsingidou, Theodosios Sapounidis
Computational Thinking (CT) is considered a core 21st-century skill that should be developed early. Educational robotics has been introduced to kindergarten settings to foster the CT learning process. However, there is no systematic review documenting the learning strategies and CT frameworks employed for CT development in kindergarten through robotics. Similarly, there is no updated presentation of the examined CT skills at this level. Furthermore, there is no up-to-date systematic record and classification of the CT assessment tools used to measure CT skills specifically in the kindergarten context. The existing reviews of CT assessment examine broad educational settings ranging from kindergarten through higher education, and do not focus exclusively on educational robotics. Therefore, this systematic review analyses 53 out of 2306 studies published from 2015 to March 2026 across 7 databases, examining robot-mediated CT development in kindergarten. It explored the learning strategies, CT frameworks, CT skills, and assessment tools employed. Our findings indicate that problem-based learning, storytelling, and scaffolding are the most frequently employed strategies in robot-mediated CT learning. In the reviewed articles, four CT frameworks were identified, although most of the studies did not specify any framework. CT concepts and practices are most frequently examined, while CT perspectives remain underexplored. Total CT, sequencing, debugging, and algorithmic design are the most assessed CT skills. Regarding CT assessment tools, TechCheck-K is the most widely used, although in many cases, the assessment tools are developed ad hoc and lack formal validation.
计算思维(CT)被认为是21世纪的核心技能,应该及早培养。教育机器人已被引入幼儿园环境,以促进CT学习过程。然而,目前还没有系统的综述记录了通过机器人技术在幼儿园发展CT所采用的学习策略和CT框架。同样,在这一级别没有更新的CT检查技能的展示。此外,没有最新的系统记录和分类的CT评估工具,用于测量CT技能,特别是在幼儿园的背景下。现有的CT评估审查了从幼儿园到高等教育的广泛教育环境,并没有专门关注教育机器人。因此,本系统综述分析了2015年至2026年3月在7个数据库中发表的2306项研究中的53项,研究了机器人介导的幼儿园CT发展。它探讨了学习策略、CT框架、CT技能和使用的评估工具。我们的研究结果表明,基于问题的学习、讲故事和搭建是机器人介导的CT学习中最常用的策略。在回顾的文章中,确定了四种CT框架,尽管大多数研究没有指定任何框架。CT的概念和实践是最常被检查的,而CT的观点仍然没有得到充分的探索。全CT、排序、调试和算法设计是最受评估的CT技能。在CT评估工具方面,TechCheck-K是使用最广泛的,尽管在许多情况下,评估工具是临时开发的,缺乏正式的验证。
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引用次数: 0
Place-based learning in K-12 science education: A systematic review K-12科学教育中基于地方的学习:系统回顾
IF 10.3 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2026-08-01 Epub Date: 2026-07-17 DOI: 10.1016/j.edurev.2026.100826
Jiahao Ge, Jiaqi Cheng, Xiaoyu Liang, Jianzhen Zhang
In recent years, place-based learning (PBL) has increasingly gained recognition and practice for its contribution to K-12 science education. However, the existing literature lacks a comprehensive review that systematically investigates the progress and implementation of PBL in K-12 science education. To bridge research and practice, this study conducted a systematic literature review of 68 studies published in internationally reputed journals. The findings revealed that PBL promotes authentic inquiry, fosters students' engagement in social transformation, and integrates local knowledge into science education. Scientific inquiry skills, understanding of human-environment relationships and critical thinking are identified as the main objectives. Main topics include regional sustainable development, biodiversity, and global climate change. Embodied experience, community-based project, and place-based socioscientific issues are frequently employed in the learning process. In terms of assessment, questionnaires & tests, specific formative assessment tasks are more appropriate methods. Moreover, the findings also suggest that PBL in K-12 science education encounters a range of challenges, including synergizing with standards-based science education, teachers' capacity for place-based pedagogy, differences in students’ inherent sense of place, and support from inside and outside the school. The study provides a systematic comprehension of PBL in K-12 science education, filling a gap in the existing literature, providing valuable suggestions for future research and practice.
近年来,基于地方的学习(PBL)在K-12科学教育中的作用得到了越来越多的认可和实践。然而,现有文献缺乏系统调查PBL在K-12科学教育中的进展和实施的全面综述。为了衔接研究与实践,本研究对发表在国际知名期刊上的68项研究进行了系统的文献综述。研究发现,PBL促进了真实的探究,促进了学生对社会转型的参与,并将当地知识融入科学教育。科学探究技能、对人与环境关系的理解和批判性思维被确定为主要目标。主要议题包括区域可持续发展、生物多样性和全球气候变化。具体经验、基于社区的项目和基于地点的社会科学问题在学习过程中经常被采用。在评估方面,问卷和测试,具体的形成性评估任务是更合适的方法。此外,研究结果还表明,K-12科学教育中的PBL面临一系列挑战,包括与基于标准的科学教育的协同、教师基于地方教学法的能力、学生固有地方感的差异以及学校内外的支持。本研究对K-12科学教育中的PBL进行了系统的理解,填补了现有文献的空白,为今后的研究和实践提供了有价值的建议。
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引用次数: 0
A systematic review of frameworks and measurement instruments for data literacy in higher and adult education 对高等和成人教育中数据素养的框架和测量工具的系统审查
IF 10.3 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2026-08-01 Epub Date: 2026-07-28 DOI: 10.1016/j.edurev.2026.100828
Marlene Ganz, Marco Kalz
The concept of data literacy suffers from a persistent theoretical and definitional fragmentation. To contribute to more coherence in the field, we introduce two systematic literature reviews. Together, they provide an integrated overview of how data literacy is conceptualized in competency frameworks and represented in measurement instruments. The first review analyzed 15 frameworks developed for higher education and related contexts after applying rigorous inclusion and exclusion criteria. The content analysis focused on target groups, structural characteristics, and competency dimensions. The second review examined six instruments designed to assess data literacy after applying rigorous inclusion and exclusion criteria. The content analysis focused on targeted competencies, validation approaches, and provided a quality appraisal. The synthesis shows that frameworks describe data literacy in broad and multidimensional terms, whereas instruments capture only a narrower subset of competencies, often emphasizing technical skills while reflective and ethical dimensions remain underrepresented. Most instruments rely on self-report formats and provide limited validation evidence, raising concerns about their ability to capture applied and context-dependent competencies. Building on these insights, the study proposes a Core–Periphery Framework (COPERDALE) that distinguishes a stable core of fundamental skills from more flexible, context-dependent competencies. This structure clarifies which dimensions can be universally assessed and which require contextual adaptation. Beyond conceptual clarification, the findings underscore the need to diversify assessment practices, moving beyond self-reports toward approaches that better capture applied, reflective and ethical aspects of data literacy. The review thereby offers both a structured conceptual foundation and directions for advancing research and educational practice.
数据素养的概念一直存在理论和定义上的分歧。为了促进该领域的一致性,我们介绍了两个系统的文献综述。它们共同提供了数据素养如何在能力框架中概念化并在测量工具中表示的综合概述。第一次审查分析了在应用严格的纳入和排除标准后为高等教育和相关背景开发的15个框架。内容分析侧重于目标群体、结构特征和胜任力维度。第二次审查审查了六种旨在评估数据素养的工具,这些工具采用了严格的纳入和排除标准。内容分析集中于目标能力、验证方法,并提供质量评估。综合分析表明,框架从广泛和多维的角度描述了数据素养,而工具只涵盖了能力的一个较窄子集,往往强调技术技能,而反思和道德层面仍然没有得到充分体现。大多数工具依赖于自我报告格式,并提供有限的验证证据,这引起了人们对其捕获应用和上下文相关能力的能力的关注。基于这些见解,该研究提出了一个核心-外围框架(COPERDALE),该框架将稳定的核心基本技能与更灵活的、依赖于环境的能力区分开来。这种结构阐明了哪些方面可以普遍评估,哪些方面需要上下文适应。除了概念澄清之外,研究结果强调了多样化评估实践的必要性,从自我报告转向更好地捕捉数据素养的应用、反思和道德方面的方法。因此,该综述为推进研究和教育实践提供了结构化的概念基础和方向。
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引用次数: 0
Dimensions and assessments of advertising literacy: A systematic review 广告素养的维度与评估:系统回顾
IF 10.3 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2026-08-01 Epub Date: 2026-07-09 DOI: 10.1016/j.edurev.2026.100817
Eugene Zheng Yao, Alexandra List
Given new legislative pushes to incorporate media literacy into curricula and concerns regarding increasingly intrusive and exploitative advertising, this systematic literature review examines the dimensions of advertising literacy investigated over the last 15 years and how these have been assessed. Based on an analysis of 56 studies, published in peer-reviewed journals, advertising literacy has most commonly been conceptualized as including cognitive (conceptual), affective (attitudinal), and moral dimensions. Critical reasoning, as an advertising literacy dimension, was most often assessed as students' recognition of persuasive intent, neglecting examinations of students' evaluation of advertisements as cultural products or analysis of the techniques used to accomplish persuasive ends. Assessments of advertising literacy largely focused on student outcomes, neglecting the cognitive processes involved when individuals encounter advertisements. Also, across dimensions of advertising literacy, the assessments used were predominantly rating scales. In contrast, open-ended questions capturing students’ elaborated reasoning about advertisements were often not examined. Further, process measures (e.g., eye-tracking, think-alouds) were less commonly used. Authors suggest the need to integrate the assessment of high-order thinking and critical thinking skills into frameworks of advertising literacy.
鉴于新的立法推动将媒体素养纳入课程,以及对越来越多的侵入性和剥削性广告的关注,本系统的文献综述检查了过去15年调查的广告素养的各个方面以及如何评估这些方面。基于对发表在同行评议期刊上的56项研究的分析,广告素养最常被概念化为包括认知(概念)、情感(态度)和道德维度。批判性推理作为广告素养的一个维度,最常被评估为学生对说服意图的认识,而忽视了学生对广告作为文化产品的评价或对用于实现说服目的的技术的分析。广告素养的评估主要集中在学生的成绩上,而忽视了个人遇到广告时所涉及的认知过程。此外,在广告素养的各个维度上,使用的评估主要是评级量表。相比之下,捕捉学生对广告的详细推理的开放式问题往往没有被检查。此外,过程测量(例如,眼球追踪,大声思考)不太常用。作者建议有必要将高阶思维和批判性思维技能的评估整合到广告素养的框架中。
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引用次数: 0
Early mathematics interventions in pre-primary education: A three-level meta-analysis of intentional teaching and exploratory play approaches 学前教育中的早期数学干预:意向教学和探索性游戏方法的三层次元分析
IF 10.3 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2026-08-01 Epub Date: 2026-08-13 DOI: 10.1016/j.edurev.2026.100830
Jin Sun, Shuang Xie, Jian-Bin Li, Jiajia Li, Fangmeng Mu
Early mathematics interventions in pre-primary education are generally effective, but prior syntheses rarely distinguish the dominant pedagogical approach used and provide limited evidence on which study or implementation features are associated with effects within each approach. This three-level meta-analysis synthesized 74 studies (2000–2025) of early mathematics interventions in preschool and kindergarten, focusing on two broad pedagogical approaches: intentional teaching and exploratory play. Studies were classified by dominant pedagogical emphasis as intentional teaching (k = 56) or exploratory play (k = 18), yielding 566 effect sizes. Both approaches were associated with positive effects on children's learning (intentional teaching: g = 0.32; exploratory play: g = 0.21), and the difference between approaches was not statistically significant. Moderator analyses examined heterogeneity by program design, intervention conditions and outcome evaluation. For intentional teaching, effects were larger for advanced numeracy outcomes (quantitative comparison: g = 0.42; calculation: g = 0.45) than for foundational number and counting skills (g = 0.21). Effects also attenuated over time, with smaller follow-up than immediate post-test effects (post-test: g = 0.34; follow-up: g = 0.20), suggesting partial fadeout. For exploratory play, interventions incorporating contextual scenarios showed larger effects (g = 0.47) than those without (g = 0.13), and effects were stronger for math-specific outcomes (g = 0.26) than for non-math outcomes (g = −0.01). Overall, the findings support the use of both pedagogical approaches in early mathematics programs and highlight the need to align instructional design with targeted numeracy goals and to sustain learning gains over time.
学前教育中的早期数学干预通常是有效的,但之前的综合研究很少区分所使用的主要教学方法,并且提供有限的证据来证明哪种学习或实施特征与每种方法的效果有关。这项三层次的荟萃分析综合了74项关于学前和幼儿园早期数学干预的研究(2000-2025),重点关注两种广泛的教学方法:有意教学和探索性游戏。研究根据主要的教学重点分为有意教学(k = 56)或探索性游戏(k = 18),产生566个效应值。两种方法均对儿童的学习产生积极影响(有意教学:g = 0.32;探索性游戏:g = 0.21),两种方法之间的差异无统计学意义。调节分析通过方案设计、干预条件和结果评估来检验异质性。有意教学对高级计算能力(定量比较:g = 0.42;计算:g = 0.45)的影响大于对基础数字和计数技能(g = 0.21)的影响。随着时间的推移,效果也逐渐减弱,随访的效果小于立即的后测效果(后测:g = 0.34;随访:g = 0.20),表明部分消退。在探索性游戏中,结合情境情境的干预措施的效果(g = 0.47)大于不包含情境情境的干预措施(g = 0.13),并且对数学特定结果的影响(g = 0.26)强于非数学结果(g = - 0.01)。总体而言,研究结果支持在早期数学课程中使用这两种教学方法,并强调需要将教学设计与有针对性的数学目标保持一致,并随着时间的推移保持学习成果。
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引用次数: 0
Attitudes and emotions in the context of mathematical learning: A systematic review and meta-analysis of intervention studies 数学学习中的态度与情绪:干预研究的系统回顾与元分析
IF 10.3 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2026-08-01 Epub Date: 2026-07-08 DOI: 10.1016/j.edurev.2026.100815
Enrica Donolato, Sara Caviola, Alice Masi, Arne Lervåg, Monica Melby-Lervåg
This meta-analytic review examines the effectiveness of math attitude interventions on math attitudes, math emotions, math self-regulated strategies, and math performance in school-age students. A systematic search identified 28 studies (142 effects) at post-test, of which five (49 effects) also reported follow-up data. At post-test, interventions showed a large and positive effect on math attitudes (g = 0.34, 95% CI [0.17, 0.52]; p < .001), and a large reduction in negative math emotions (g = −0.40, 95% CI [−0.66, −0.13]; p = .003). Medium positive effects emerged for math self-regulated strategies (g = 0.30, 95% CI [0.13, 0.47]; p < .001) and math performance (g = 0.27, 95% CI [0.14, 0.41]; p < .001). Effects on positive emotions for math were nonsignificant (g = 0.30, 95% CI [−0.83, 1.33]; p = .651), based on only three studies. None of the moderators of math attitude outcomes—intervention approach, delivery agent, intervention duration, and student school level—reached significance. Analyses of publication bias suggested small-study effects for math attitudes, although a modest effect remained after bias correction; no bias was detected for math negative emotions or math performance. Follow-up effects were null and nonsignificant across math attitudes, math self-regulated strategies, and math performance, based on a limited number of studies. Overall, math attitude interventions yield meaningful short-term benefits, including improved math performance, but longer-term effects remain unclear. Future research should prioritize theory-driven studies testing mechanisms linking attitudinal, emotional, and self-regulated strategy changes to sustained outcomes, and examine generalizability across diverse educational contexts.
本研究检视数学态度干预对学龄学生数学态度、数学情绪、数学自我调节策略和数学成绩的影响。系统检索确定了28项研究(142项影响),其中5项研究(49项影响)也报告了随访数据。在测试后,干预显示对数学态度有很大的积极影响(g = 0.34, 95% CI [0.17, 0.52]; p < 0.001),对数学的负面情绪有很大的减少(g = -0.40, 95% CI [-0.66, -0.13]; p = 0.003)。数学自我调节策略(g = 0.30, 95% CI [0.13, 0.47]; p < .001)和数学成绩(g = 0.27, 95% CI [0.14, 0.41]; p < .001)出现中等正向效应。仅基于三项研究,数学对积极情绪的影响不显著(g = 0.30, 95% CI [-0.83, 1.33]; p = .651)。数学态度结果的调节因子-干预方式、传递主体、干预持续时间和学生学校水平均无显著性。发表偏倚分析表明,数学态度有小规模研究效应,尽管偏倚校正后仍有适度影响;在数学负面情绪或数学表现方面没有发现偏差。基于有限数量的研究,随访效应在数学态度、数学自我调节策略和数学表现方面无效且不显著。总体而言,数学态度干预产生了有意义的短期效益,包括提高数学成绩,但长期效果尚不清楚。未来的研究应优先考虑理论驱动的研究,测试将态度、情绪和自我调节策略变化与持续结果联系起来的机制,并检查不同教育背景下的普遍性。
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Educational Research Review
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