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Dimensions of teachers’ data literacy: A systematic review of literature from 1990 to 2021 教师的数据素养:对 1990 年至 2021 年文献的系统回顾
IF 3.9 3区 教育学 Q1 Social Sciences Pub Date : 2024-05-06 DOI: 10.1007/s11092-024-09435-8
Jihyun Lee, Dennis Alonzo, Kim Beswick, Jan Michael Vincent Abril, Adrian W. Chew, Cherry Zin Oo

The current study presents a systematic review of teachers’ data literacy, arising from a synthesis of 83 empirical studies published between 1990 to 2021. Our review identified 95 distinct indicators across five dimensions: (a) knowledge about data, (b) skills in using data, (c) dispositions towards data use, (d) data application for various purposes, and (e) data-related behaviors. Our findings indicate that teachers' data literacy goes beyond addressing the needs of supporting student learning and includes elements such as teacher reflection, collaboration, communication, and participation in professional development. Considering these findings, future policies should acknowledge the significance of teacher dispositions and behaviors in relation to data, recognizing that they are as important as knowledge and skills acquisition. Additionally, prioritizing the provision of system-level support to foster teacher collaboration within in-school professional development programs may prove useful in enhancing teachers’ data literacy.

本研究综述了 1990 年至 2021 年间发表的 83 项实证研究,对教师的数据素养进行 了系统回顾。我们从五个方面确定了 95 个不同的指标:(a)数据知识,(b)使用数据的技能,(c)使用数据的态度,(d)为各种目的应用数据,以及(e)与数据相关的行为。我们的研究结果表明,教师的数据素养不仅仅是满足支持学生学习的需要,还包括教师的反思、合作、交流和参与专业发展等要素。考虑到这些发现,未来的政策应承认教师在数据方面的处置和行为的重要性,承认它们与知识和技能的学习同等重要。此外,优先提供系统层面的支持,促进教师在校内专业发展项目中的合作,可能会有助于提高教师的数据素养。
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引用次数: 0
Examining pre-service teachers’ feedback on low- and high-quality written assignments 研究职前教师对低质量和高质量书面作业的反馈意见
IF 3.9 3区 教育学 Q1 Social Sciences Pub Date : 2024-04-16 DOI: 10.1007/s11092-024-09432-x
Ignacio Máñez, Anastasiya A. Lipnevich, Carolina Lopera-Oquendo, Raquel Cerdán

Assessing student writing assignments and providing effective feedback are a complex pedagogical skill teacher candidates need to master. Scarce literature has closely examined the type of feedback that pre-service high-school teachers spontaneously deliver when assessing student writings, which is the main goal of our study. In a sample of 255 high school teacher candidates, we examined the type of feedback that they provided when assessing two writing assignments that differed in quality. One thousand eight hundred thirty-five comments were analyzed and coded into 11 sub-categories. Results showed that candidates’ feedback not only focused on task performance but also on the writing process. Although candidates provided critical and past-oriented evaluations frequently, they also crafted feedback in a neutral tone and included future-oriented suggestions. Further, feedback varied as a function of candidates’ gender, academic discipline, and students’ quality of writing. Teacher training programs may use this information to design resources to address nuances of feedback provision.

评估学生的写作作业并提供有效反馈是师范生需要掌握的一项复杂的教学技能。很少有文献仔细研究职前高中教师在评估学生写作时自发提供的反馈类型,而这正是我们研究的主要目标。我们对 255 名高中教师候选人进行了抽样调查,研究了他们在评价两份质量不同的写作作业时所提供的反馈类型。我们对 1835 条评论进行了分析,并将其编码为 11 个子类别。结果显示,候选人的反馈意见不仅关注任务的完成情况,也关注写作过程。虽然考生经常提供批判性和面向过去的评价,但他们也以中性的语气提出反馈意见,并包含面向未来的建议。此外,反馈也因考生的性别、学科和学生的写作质量而有所不同。教师培训项目可以利用这些信息来设计资源,以解决提供反馈时的细微差别。
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引用次数: 0
Legitimising capital: parent organisations and their resistance to testing in England 资本合法化:英格兰家长组织及其对考试的抵制
IF 3.9 3区 教育学 Q1 Social Sciences Pub Date : 2024-03-06 DOI: 10.1007/s11092-024-09431-y

This paper presents findings from a year-long network ethnography into the strategies, networks, and outcomes of More Than a Score (MTAS)—a campaign against standardised testing in UK primary schools. Focusing specifically on the parent-based groups of the organisation, we use theorisations of symbolic capital to challenge traditional understandings of how capital can be leveraged for group advancement. We argue that MTAS frames itself as a grassroots organisation, using this image to promote its agenda amongst possible allies. Parent groups serve a critical role in accentuating the ‘grassroots’ image, as they bring a level of credibility to this claim. At the same time, the individuals who run these groups also bring technical skills, professional experiences, and connections that provide logistical and expert capital to the range of MTAS’s strategies and agendas. In doing so, their political and social capital as ‘parents’ provide a sort of legitimising capital to MTAS.

本文介绍了对 "比分数更重要"(MTAS)--一项反对英国小学标准化考试的运动--的战略、网络和成果进行为期一年的网络人种学研究的结果。我们特别关注该组织中以家长为基础的团体,利用象征资本的理论来挑战关于如何利用资本促进团体进步的传统理解。我们认为,MTAS 将自己塑造成一个草根组织,利用这一形象在可能的盟友中推广其议程。家长团体在突出 "草根 "形象方面发挥了关键作用,因为他们为这一主张带来了一定的可信度。同时,管理这些团体的个人也带来了技术技能、专业经验和人脉关系,为 MTAS 的一系列战略和议程提供了后勤和专家资本。这样,他们作为 "家长 "的政治和社会资本就为 MTAS 提供了某种合法化资本。
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引用次数: 0
Signal, error, or bias? exploring the uses of scores from observation systems 信号、误差还是偏差?探索观察系统评分的用途
IF 3.9 3区 教育学 Q1 Social Sciences Pub Date : 2024-01-30 DOI: 10.1007/s11092-024-09427-8
Mark White, Kirsti Klette

Scores from observational measures of teaching have recently been put to many uses within school systems, including communicating a standard of practice and providing teacher feedback, identifying teachers for professional development, monitoring system equity, and making employment decisions. In each of these uses, observation scores are interpreted as representing some aspect of the enacted instruction or teachers’ capacity to enact instruction, as seen through the observation systems lens for understanding teaching quality. The quality of these interpretations, or the extent to which observation scores are composed of a signal that accurately reflects the interpretation, has important implications for the overall validity of uses of observation systems. Starting from an explicit conceptualization of instruction, this paper combines generalizability theory and hierarchical linear modelling approaches to decompose observation scores to explore the extent to which scores from observation systems are composed of signal, error, and bias across four different uses (i.e., teacher feedback, professional development, monitoring system equity, and employment decisions) of scores. We show that the quality of observation scores may depend more on what scores are interpreted as representing (i.e., the proposed use) than on the specific observation rubric being used. Further, we show that rater errors and biases are a major threat to any attempt to interpret observation scores as capturing the observation system’s understanding of teaching quality. We discuss implications for using scores from observation systems.

近来,教学观测的分数在学校系统中被广泛应用,包括传达实践标准和提供教师反馈、确定教师的专业发展、监督系统的公平性以及做出聘用决定。在上述每一种用途中,观察分数都被解释为代表了教学的某些方面或教师开展教学的能力,正如通过观察系统的视角来理解教学质量一样。这些解释的质量,或者说观察分数在多大程度上是由能准确反映解释的信号组成的,对观察系统使用的整体有效性有着重要影响。本文从明确的教学概念出发,结合可概括性理论和分层线性建模方法,对观察评分进行分解,以探讨观察系统的评分在四种不同用途(即教师反馈、专业发展、监测系统公平性和就业决策)中由信号、误差和偏差组成的程度。我们的研究表明,观察评分的质量可能更多地取决于评分被解释为代表什么(即建议的用途),而不是所使用的具体观察评分标准。此外,我们还表明,任何试图将观察评分解释为观察系统对教学质量的理解的做法,都会受到评分者误差和偏见的严重威胁。我们讨论了使用观察系统评分的意义。
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引用次数: 0
Key stakeholder voices: Investigating student perceptions of teachers’ use of assessment for learning 主要利益相关者的声音:调查学生对教师使用学习评价的看法
IF 3.9 3区 教育学 Q1 Social Sciences Pub Date : 2024-01-15 DOI: 10.1007/s11092-024-09428-7
Christel H. D. Wolterinck-Broekhuis, Cindy L. Poortman, Kim Schildkamp, Adrie J. Visscher

Many schools aim to implement Assessment for Learning (AfL) to stimulate students to take more ownership of their learning and develop self-regulatory skills. This survey-based study is among the few in the field showing how students experience the extent of implementation of AfL, here in English language and mathematics classes in 12 Dutch secondary schools. Analysis showed no differences between the subjects. Students (N = 685) experienced activities to clarify the learning intentions and success criteria and eliciting evidence on their learning progress regularly (between 50–74% of the lessons). Students hardly ever experienced activities aimed at peer- and self-assessment (less than 25% of the lessons). However, cluster analysis revealed three distinct clusters related to the extent of AfL strategy use students experienced. Overall, we can conclude that AfL is not yet fully integrated into teaching practices. Teachers’ skills, knowledge and attitudes required to increase student engagement in AfL practices and strengthen students’ self-regulated learning need more attention in future teacher professional development trajectories.

许多学校都希望通过实施 "学习评价"(AfL)来激发学生的学习自主性,并培养他们的自我调节能力。这项基于调查的研究是该领域为数不多的研究之一,它以荷兰 12 所中学的英语和数学课为例,展示了学生如何体验学习评价的实施程度。分析表明,不同科目之间没有差异。学生(人数 = 685)经常体验到明确学习意图和成功标准的活动,以及获取学习进展证据的活动(占课时的 50-74% 之间)。学生几乎没有经历过旨在进行互评和自评的活动(少于 25%)。然而,聚类分析显示,与学生使用 AfL 策略的程度相关的有三个不同的聚类。总之,我们可以得出这样的结论,即 AfL 还没有完全融入教学实践。在今后的教师专业发展过程中,我们需要更多关注教师的技能、知识和态度,以提高学生在非语言学习实践中的参与度,加强学生的自我调节学习。
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引用次数: 0
Comparing the teaching quality of alternatively certified teachers and traditionally certified teachers: findings from a large-scale study 比较另类认证教师和传统认证教师的教学质量:一项大规模研究的结果
IF 3.9 3区 教育学 Q1 Social Sciences Pub Date : 2024-01-12 DOI: 10.1007/s11092-023-09426-1
Christin Lucksnat, Eric Richter, Sofie Henschel, Lars Hoffmann, Stefan Schipolowski, Dirk Richter

The present study investigates whether alternatively and traditionally certified teachers differ in their teaching quality. We conducted doubly latent multilevel analysis using a large-scale dataset with student ratings on the quality of instruction provided by 1550 traditionally and 135 alternatively certified secondary school mathematics teachers in Germany. Findings show no evidence of differences in teaching quality between alternatively and traditionally certified teachers. Independent of the type of certification, novice teachers scored lower on classroom management than experienced teachers. Findings suggest that beginning teachers—whether alternatively or traditionally certified—need to be better prepared for classroom management before starting to teach.

本研究调查了获得替代认证的教师和获得传统认证的教师在教学质量上是否存在差异。我们利用大规模数据集对德国 1550 名获得传统认证的中学数学教师和 135 名获得替代认证的中学数学教师的教学质量进行了双重潜在多层次分析。研究结果表明,没有证据表明另类认证教师和传统认证教师的教学质量存在差异。与认证类型无关,新手教师在课堂管理方面的得分低于经验丰富的教师。研究结果表明,初任教师--不论是通过另类认证还是传统认证--在开始教学之前都需要在课堂管理方面做好更充分的准备。
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引用次数: 0
Re-contextualization of school quality assessment policies: an ethnography approach to SIMCE on Chilean disadvantaged schools 学校质量评估政策的再语境化:智利贫困学校 SIMCE 的人种学方法
IF 3.9 3区 教育学 Q1 Social Sciences Pub Date : 2023-12-28 DOI: 10.1007/s11092-023-09425-2

Abstract

Accountability policies through standardized testing are widespread in diverse educational systems. Based on an ethnographic research study, we sought to understand how a learning assessment policy, used for over three decades in primary and lower secondary education, is lived and interpreted in daily school life in Chile. This article analyzes how learning assessment policies are re-contextualized (translated and interpreted) in three elementary and high schools located in poor neighborhoods with different performance categorization according to students’ test results. We conducted interviews and observations with teachers and school leadership team members. Results show that school actors experience the effects of testing both as a menace and as a pressure despite their different school categorization performance. They consider the tests a decontextualized and unjust measurement and therefore respond with similar strategies that seek to avoid these negative consequences. This study contributes to understanding the effects of tight accountability systems that attempt to place different levels of pressure through categorization.

摘要 通过标准化考试实行问责制的政策在不同的教育体制中普遍存在。基于一项人种学调查研究,我们试图了解在智利小学和初中教育中使用了三十多年的学习评估政策是如何在日常学校生活中被应用和诠释的。本文分析了学习评估政策是如何在三所位于贫困街区的小学和中学中被重新语境化(翻译和解释)的,这些学校根据学生的考试成绩进行了不同的成绩分类。我们对教师和学校领导团队成员进行了访谈和观察。结果表明,尽管学校的分类表现不同,但学校的参与者都将考试的影响视为一种威胁和压力。他们认为考试是一种脱离实际的、不公正的衡量标准,因此采取了类似的策略来避免这些负面影响。本研究有助于理解严格的问责制度的影响,这种制度试图通过分类施加不同程度的压力。
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引用次数: 0
Teachers gaming the system: exploring opportunistic behaviours in a low-stakes accountability system 教师博弈制度:探索低风险问责制中的机会主义行为
IF 3.9 3区 教育学 Q1 Social Sciences Pub Date : 2023-12-06 DOI: 10.1007/s11092-023-09424-3
Gerard Ferrer-Esteban, Marcel Pagès

Based on the theoretical approaches of social capital and institutional trust, this paper seeks to identify contextual factors and conditions behind teacher behaviours which aim to alter the results of standardised tests in the Italian low-stakes accountability system. Numerous studies report significant factors associated with student cheating, but research into the factors of teacher-led opportunistic actions is scarce. Logistic regression models with fixed-effects at classroom level, with interaction terms, were carried out to identify factors increasing the likelihood of teacher misbehaviour. Models included approximately 79,100 primary, lower and upper secondary classrooms. Indicators of teacher cheating were estimated through algorithms based on suspicious answer strings from standardised tests. The results suggest that teacher cheating may be understood as a form of support for the most vulnerable students, since it is, to a greater extent, found helping low-income students, grade-retained students, as well as students in socially homogenous school settings. The findings also reveal that teacher cheating is consistently related to collectively share non-civic-minded behaviours and practices undertaken by teachers, which do not match legal requirements, such as within-school social segregation and exclusion of students from tests. Heterogeneous effects show that, even in classrooms with external controllers, the lower the civic capital in a school, the more misbehaviour are found. Relevant implications for research, social theory and policy are discussed.

基于社会资本和制度信任的理论方法,本文试图确定旨在改变意大利低风险问责制标准化测试结果的教师行为背后的背景因素和条件。许多研究报告了与学生作弊相关的重要因素,但对教师主导的机会主义行为因素的研究却很少。在课堂水平上使用具有固定效应的逻辑回归模型,并使用交互项来确定增加教师不当行为可能性的因素。模型包括大约79 100间小学、初中和高中教室。教师作弊的指标是通过基于标准化考试中可疑答案串的算法来估计的。结果表明,教师作弊可以被理解为对最弱势学生的一种支持形式,因为在更大程度上,它被发现帮助了低收入学生、留级学生以及社会同质学校环境中的学生。调查结果还显示,教师作弊始终与教师集体分享非公民意识的行为和做法有关,这些行为和做法不符合法律要求,例如校内社会隔离和排除学生参加考试。异质性效应表明,即使在有外部控制者的教室里,学校的公民资本越低,不当行为就越多。对相关研究、社会理论和政策的影响进行了讨论。
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引用次数: 0
Bias risks in ILSA related to non-participation: evidence from a longitudinal large-scale survey in Germany (PISA Plus) ILSA 中与不参与有关的偏差风险:来自德国纵向大规模调查(PISA Plus)的证据
IF 3.9 3区 教育学 Q1 Social Sciences Pub Date : 2023-12-06 DOI: 10.1007/s11092-023-09422-5
Sabine Meinck, Jörg-Henrik Heine, Julia Mang, Gabriel Nagy

This study uses evidence from a longitudinal survey (PISA Plus, Germany) to examine the potential of bias in international large-scale assessments (ILSAs). In PISA Plus, participation was mandatory at the first measurement point, but voluntary at the second measurement point. The study provides evidence for relevant selection bias regarding student competencies and background variables when participation is voluntary. Sample dropout at the second measurement point was related to characteristics such as family background, achievement in mathematics, reading and science, and other student and school demographic variables at both the student and school levels, with lower performing students and those with less favorable background characteristics having higher dropout frequencies, from which higher dropout probabilities of such students can be inferred. We further contrast the possibilities for addressing non-response through weight adjustments in longitudinal surveys with those in cross-sectional surveys. Considering our results, we evaluate and confirm the validity and appropriateness of strict participation rate requirements in ILSAs. Likely magnitudes of bias in cross-sectional studies in varying scenarios are illustrated. Accordingly, if combined participation rates drop below 70%, a difference of at least one-fifth of a standard deviation in an achievement score between non-respondents and participants leads to relevant bias. When participation drops below 50%, even a very small difference (one-tenth of a standard deviation) will cause non-negligible bias. Finally, we conclude that the stringent participation rate requirements established in most ILSAs are fully valid, reasonable, and important since they ensure a relatively low risk of biased results.

本研究利用一项纵向调查(PISA Plus,德国)的证据来研究国际大规模评估(ILSA)中可能存在的偏差。在 PISA Plus 中,第一个测量点的参与是强制性的,而第二个测量点的参与则是自愿的。研究证明,在自愿参与的情况下,学生的能力和背景变量会出现相关的选择偏差。在学生和学校层面,第二个测量点的样本辍学与家庭背景、数学、阅读和科学成绩以及其他学生和学校人口统计变量等特征有关,成绩较差的学生和背景特征较差的学生辍学频率较高,由此可以推断这些学生的辍学概率较高。我们进一步对比了纵向调查和横截面调查中通过权重调整解决非响应问题的可能性。考虑到我们的结果,我们评估并确认了在 ILSA 中严格要求参与率的有效性和适当性。我们还说明了不同情况下横断面研究中可能出现的偏差幅度。因此,如果综合参与率低于 70%,则未参与调查者和参与调查者的成绩得分至少相差五分之一个标准差,就会导致相关偏差。当参与率降至 50%以下时,即使是很小的差异(十分之一的标准差)也会造成不可忽视的偏差。最后,我们得出结论,大多数国际语言能力评估中规定的严格的参与率要求是完全有效、合理和重要的,因为它们确保了结果出现偏差的风险相对较低。
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引用次数: 0
Principals’ attitudes towards on-site school evaluations: contribution to sustained school reform 校长对学校现场评估的态度:对持续学校改革的贡献
IF 3.9 3区 教育学 Q1 Social Sciences Pub Date : 2023-11-22 DOI: 10.1007/s11092-023-09418-1
Pablo Bezem

Test-based accountability offers schools limited guidance on informing sustained reforms, whereas on-site school evaluations provide broader and more nuanced evidence. In order to transform inspection feedback into long-term reforms, school leaders’ attitudes towards these evaluations are critical. Relying on organizational change theory, this study examines principals’ beliefs regarding school inspection feedback effectiveness and appropriateness as well as their readiness to implement changes. A large US district that has experimented with such school inspection serves as the case study. The results demonstrate the principals’ strong positive attitudes towards inspection, and these attitudes are associated with sustained change. But, because the accountability framework did not center on inspection, principals were ambivalent about implementing specific changes. This study highlights the tensions involved in incorporating on-site, expert evaluations in test-based accountability systems.

基于考试的问责制为学校提供了有限的指导,为持续改革提供信息,而现场学校评估提供了更广泛、更细致的证据。为了将检查反馈转化为长期改革,学校领导对这些评估的态度至关重要。本研究以组织变革理论为基础,探讨校长对学校视察反馈的有效性和适当性的看法,以及他们实施变革的意愿。美国的一个大型学区已经尝试了这种学校检查,可以作为案例研究。结果表明,校长对检查有强烈的积极态度,这些态度与持续的变化有关。但是,由于问责制框架并不以检查为中心,校长们对实施具体的变革持矛盾态度。这项研究突出了在基于测试的问责制中纳入现场专家评估所涉及的紧张关系。
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引用次数: 1
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Educational Assessment Evaluation and Accountability
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