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Using learning analytics to engage students: Improving teaching practices through informed interactions 使用学习分析来吸引学生:通过知情互动改善教学实践
IF 4.5 Q1 Social Sciences Pub Date : 2020-07-15 DOI: 10.7821/naer.2020.7.561
Justina Naujokaitienė, Giedrė Tamoliūnė, A. Volungevičienė, J. Duart
Student engagement is one of the most relevant topics within the academic and research community nowadays. Higher education curriculum, teaching and learning integrate new technology- supported learning solutions. New methods and tools enhance teacher and learner interactions and influence learner engagement positively. This research addresses the need to explore new ways of improving teaching practices to better engage students with the help of learning analytics. The paper investigates how university teachers use the data from learning analytics to observe learners and to engage them in online learning. Qualitative inquiry was chosen to approach the research problem, and semi-structured interviews with the teachers using (blended) online learning were conveyed to explore teacher practices in students’ behaviour and engagement observations online, disclosing teachers’ abilities to understand the challenging learner engagement process based on the data from learning analytics. The new evidence provided by this research highlights the successful practices in the use of learning analytics data to observe students’ behaviour and engagement and to inform teachers on the presence needed in order to develop learner–centred activities and to make curriculum changes. The limitation of this study lies in the fact that the different online teaching experiences that research participants had might have restricted their understanding of the use of LA data for curriculum development and learners’ engagement.
学生参与是当今学术界和研究界最相关的话题之一。高等教育课程、教学和学习整合了新技术支持的学习解决方案。新的方法和工具加强了教师和学习者的互动,并积极影响学习者的参与。这项研究解决了探索改进教学实践的新方法的需求,以便在学习分析的帮助下更好地吸引学生。本文调查了大学教师如何使用学习分析的数据来观察学习者并使他们参与在线学习。我们选择了定性调查来处理研究问题,并对使用(混合)在线学习的教师进行了半结构化访谈,以探讨教师在学生行为和在线参与观察方面的做法,揭示教师基于学习分析数据理解具有挑战性的学习者参与过程的能力。这项研究提供的新证据强调了使用学习分析数据来观察学生行为和参与的成功实践,并告知教师为了开展以学习者为中心的活动和进行课程改革所需要的存在。本研究的局限性在于,研究参与者的不同在线教学经历可能限制了他们对使用LA数据进行课程开发和学习者参与的理解。
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引用次数: 6
Analysing Dialogue in STEM Classrooms in Ecuador: A Dual Socioeconomic Context in a High School 厄瓜多尔STEM课堂对话分析:一所高中的双重社会经济背景
IF 4.5 Q1 Social Sciences Pub Date : 2020-07-15 DOI: 10.7821/naer.2020.7.529
Juan Manuel Fernández-Cárdenas
Science, Technology, Engineering and Maths education (STEM Education) is presented as a way to reduce marginalisation and promote inclusion in developing countries. This qualitative study aims to identify ways of reducing marginality and promoting inclusion through dialogic and transformative learning by high school teachers of the New Harvest School (NHS), particularly in STEM Education. Method: The study was carried out within the framework of the critical social approach identifying four characteristics of dialogism. The data comprised ethnographic observations of classes, and interviews with the selected teachers, the vice-chancellor and the administrator of the institution. Results: The dialogic characteristics of sequentiality, positioning, historicity and plurality were found in the science classes taught by the institution. Teachers have curricular knowledge capabilities regarding STEM education; however, recommendations were presented regarding the dialogic training that teachers should have, which made this study particularly relevant for improving teachers’ skills in this field. This article suggests options to create spaces for the use of educational dialogue and a liberating practice of education.
科学、技术、工程和数学教育(STEM教育)是减少发展中国家边缘化和促进包容性的一种方式。这项定性研究旨在确定新收获学校(NHS)高中教师通过对话和变革性学习,特别是在STEM教育中,减少边缘化和促进包容性的方法。方法:本研究在批判性社会方法的框架内进行,确定对话主义的四个特征。这些数据包括对班级的民族志观察,以及对选定教师、副校长和学校管理人员的采访。结果:该机构的科学课具有顺序性、定位性、历史性和多元性的对话特征。教师具备STEM教育方面的课程知识能力;然而,对于教师应该进行的对话式培训提出了建议,这使得本研究对于提高教师在该领域的技能特别重要。这篇文章提出了一些选择,为教育对话和解放教育实践创造空间。
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引用次数: 6
Analysis of the Educational Impact of M-Learning and Related Scientific Research 移动学习的教育影响分析及相关科学研究
IF 4.5 Q1 Social Sciences Pub Date : 2020-07-15 DOI: 10.7821/naer.2020.7.470
Javier Fombona, M. Pascual, Miguel Pérez Ferra
The deep penetration and global impact of mobile devices has led the scientific community to undertake a thorough analysis of the implications of this phenomenon. Researchers need to determine their true real effect and how they can best be used to manage information and build knowledge. This study has examined recent investigations on the subject of mobile learning and carried out a descriptive analysis of a sample of registers indexed on the Web of Science research platform in 2015-16. An exhaustive content analysis has revealed new areas where M-Learning is being implemented, especially in the teaching of foreign languages, the emergence of social interaction methodologies in Secondary Education, evolving forms of collaborative relationships, work with clearly defined student profiles and the use of virtual immersive and innovative spaces in Higher Education. This paper also emphasizes the presence of previously unknown, transcendent problems associated with M-learning, such as the collateral addiction effect, and its interference in the classroom. Finally, our study suggests that teachers could embrace these technological proposals and include them in their strategies. Indeed, it might be necessary to flip the process, so this research could be the start of the generation and design of innovative guidelines to manage these forms and content.
移动设备的深度渗透和全球影响导致科学界对这一现象的含义进行了彻底的分析。研究人员需要确定它们的真实效果,以及如何最好地利用它们来管理信息和建立知识。本研究考察了最近关于移动学习主题的调查,并对2015-16年在Web of Science研究平台上索引的注册表样本进行了描述性分析。详尽的内容分析揭示了移动学习正在实施的新领域,特别是在外语教学、中等教育中社会互动方法的出现、协作关系形式的演变、明确定义学生档案的工作以及在高等教育中使用虚拟沉浸式和创新空间。本文还强调了与移动学习相关的先前未知的先验问题的存在,例如附带成瘾效应及其对课堂的干扰。最后,我们的研究表明,教师可以接受这些技术建议,并将其纳入他们的策略。事实上,可能有必要改变这个过程,所以这项研究可能是生成和设计创新指南来管理这些形式和内容的开始。
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引用次数: 10
Universities Under Pressure: the Impact of International University Rankings 压力下的大学:国际大学排名的影响
IF 4.5 Q1 Social Sciences Pub Date : 2020-07-15 DOI: 10.7821/naer.2020.7.475
J. Vidal, Camino Ferreira
This paper synthesizes the characteristics of university rankings that cause pressure or ‘harassment’ on universities and analyses possible strategies for action that can be carried out in the real context of the three main university rankings (QS, THE, ARWU), suggesting the consequences for the so-called world-class universities and others (which represent 95% of the total). Although there is controversy over the criteria of the university ranking systems, many universities are establishing strategies aimed at adapting to these criteria and indicators and improving their positions. This study concludes that international university rankings should not be a relevant source of information to consider the quality of universities because this can have a negative impact on the development of medium- and long-term policies in higher education and the universities themselves. Universities should concentrate on their mission and must provide valid and reliable information to all stakeholders about the level of achievement of their goals.
本文综合了对大学造成压力或“骚扰”的大学排名的特点,并分析了可以在三个主要大学排名(QS, the, ARWU)的实际背景下实施的可能的行动策略,建议对所谓的世界一流大学和其他大学(占总数的95%)的后果。虽然对大学排名的标准存在争议,但许多大学正在制定适应这些标准和指标的战略,以提高自己的排名。这项研究的结论是,国际大学排名不应该成为考虑大学质量的相关信息来源,因为这可能对高等教育和大学本身的中长期政策的制定产生负面影响。大学应该专注于自己的使命,必须向所有利益相关者提供关于其目标实现水平的有效和可靠的信息。
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引用次数: 10
Evaluation of Teacher Digital Competence Frameworks Through Expert Judgement: the Use of the Expert Competence Coefficient 基于专家判断的教师数字能力框架评估——专家能力系数的应用
IF 4.5 Q1 Social Sciences Pub Date : 2020-07-15 DOI: 10.7821/naer.2020.7.578
Julio Cabero-Almenara, Rosalía Romero-Tena, Antonio Palacios-Rodríguez
In this paper, different proposals made by national and international organizations and institutions on Teacher Digital Literacy are taken into account. The 7 most commonly used competence frameworks in international contexts are presented for evaluation through expert judgment. Next, the most suitable for the subsequent realization of a t-MOOC on Teacher Digital Literacy was selected. The selection of these experts was based on seven criteria that helped to establish the expert knowledge coefficient (EKC). This strategy served to obtain the viability of the selected sample. A total of 412 people, 155 experts and 257 non-experts participated in this study. After conducting the expert judgment, in a single round, it was concluded that the European Framework of Digital Competence for Teachers DigCompEdu is the most valued and adequate to be used as reference for the formative t-MOOC, followed by INTEF. This result is logical, since the latter is inspired by the former. These findings do not question the validity of the other competency frameworks, but the preferences granted by the judges.
本文考虑了国内外组织和机构对教师数字素养提出的不同建议。介绍了国际环境中最常用的7个能力框架,供通过专家判断进行评估。接下来,选择了最适合后续实现教师数字素养的t-MOOC。这些专家的选择基于七个标准,这些标准有助于建立专家知识系数。这种策略有助于获得所选样本的生存能力。共有412人、155名专家和257名非专家参与了这项研究。在进行专家判断后,在一轮中,得出的结论是,欧洲教师数字能力框架DigCompEdu是最有价值和最适合作为形成性t-MOOC的参考,其次是INTEF。这个结果是合乎逻辑的,因为后者受到前者的启发。这些调查结果并不质疑其他能力框架的有效性,而是质疑法官给予的偏好。
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引用次数: 64
How the Education Community Perceives Cyberbullying: a Comparison of Students, Teachers and Families 教育界如何看待网络欺凌:学生、教师和家庭的比较
IF 4.5 Q1 Social Sciences Pub Date : 2020-07-15 DOI: 10.7821/naer.2020.7.554
Pablo Bautista Alcaine, Eva Vicente Sánchez
This study aims to find out how the groups that form the education community (students, teachers, families) differ in terms of the various characteristics surrounding the cyberbullying phenomenon. To do this, we conducted research using a selective correlational and cross-sectional design to analyze relationships and differences among variables: defining cyberbullying, typology, involved roles, possible causes and coping strategies in the different groups. The study recruited 116 participants as follows: 51% were year-6 Primary Education students; 29% were students’ family members; 20% were school teachers. We collected data through an ad hoc questionnaire that a group of experts had previously validated. The results of the data analysis showed that significant differences appeared in terms of: how typologies were perceived; the importance of roles; coping strategies for cyberbullying.
本研究旨在找出组成教育社区的群体(学生、教师、家庭)在围绕网络欺凌现象的各种特征方面的差异。为此,我们使用选择性相关和横断面设计来分析变量之间的关系和差异:定义网络欺凌,类型,涉及的角色,可能的原因和不同群体的应对策略。本研究共招募了116名参与者,其中51%为小学六年级学生;29%为学生家属;20%是学校教师。我们通过一组专家先前验证过的临时问卷收集数据。数据分析的结果表明,在如何感知类型学方面出现了显著差异;角色的重要性;网络欺凌的应对策略。
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引用次数: 6
Digital Competence: A Study from the Perspective of Pre-service Teachers in Turkey 数字能力:基于土耳其职前教师的研究
IF 4.5 Q1 Social Sciences Pub Date : 2020-07-13 DOI: 10.7821/naer.2020.7.583
A. Çebi, I. Reisoglu
This study aims to know the opinions of pre-service teachers on their digital competence and to determine whether these opinions vary according to gender, branch and perceived level of digital competence. In this study, a cross-sectional survey model was used. In such a context, the study was conducted with 518 pre-service teachers who were studying in different provinces of Turkey. The study used a digital competence questionnaire as a data collection tool. When the results were evaluated, it can be said that the digital competence of pre-service teachers is moderate and that it varies significantly according to gender, branch and perceived level of digital competence. It is thought that the results of this study will guide the researchers as they reveal the needs of the pre-service teachers and contain information about what should be focused on the training or activities to be organized to meet these needs.
本研究旨在了解职前教师对其数字能力的看法,并确定这些看法是否因性别、学科和数字能力感知水平的不同而不同。本研究采用横断面调查模型。在这样的背景下,这项研究是对518名在土耳其不同省份学习的职前教师进行的。该研究使用数字能力问卷作为数据收集工具。结果表明,职前教师的数字能力水平处于中等水平,且在性别、学科和感知水平上存在显著差异。研究结果揭示了职前教师的需求,并包含了为满足这些需求应组织哪些培训或活动的信息,这将对研究人员起到指导作用。
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引用次数: 33
Reflection on the Dangers of 'Cultural Racism' in Intercultural Education 对跨文化教育中“文化种族主义”危害的反思
IF 4.5 Q1 Social Sciences Pub Date : 2020-01-15 DOI: 10.7821/naer.2020.1.534
Z. Bekerman
This paper assesses the dangers of the use of the concept ‘culture’ in present political and educational rhetoric. The first section offers a critique of the use of the term ‘culture’ in the so-called intercultural educational efforts. It asserts that ‘culture’ in its present use is a proxy for ‘race’ and supports views, which ignore diversity and suggest, purposely or not, an homogeneity which can easily spread into the sphere of biological resemblances and differences. The paper, then, identifies possible alternative understandings of culture through the examination of the contribution of anthropology to cultural research. In the last section of the paper suggestions are made to overcome current approaches to intercultural education through a call to diversify the understanding of diversity to include not only ethnic/cultural differences but also, physical, and cognitive ones. To achieve this goal a turn to the ontological and the training of teachers as ‘critical experts of design’ is suggested.
本文评估了在当前政治和教育修辞中使用“文化”概念的危险。第一部分对所谓的跨文化教育努力中“文化”一词的使用进行了批判。它断言,“文化”目前的用法是“种族”的代表,并支持忽视多样性的观点,有意或无意地暗示一种同质性,这种同质性很容易蔓延到生物相似性和差异性的领域。然后,本文通过考察人类学对文化研究的贡献,确定了对文化的可能的其他理解。在论文的最后一部分,我们提出了一些建议,通过呼吁多样化对多样性的理解来克服当前的跨文化教育方法,不仅包括种族/文化差异,还包括身体和认知差异。为了实现这一目标,建议转向本体论,并将教师培训为“设计的关键专家”。
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引用次数: 6
Measuring Intercultural Learning through CLIL 通过CLIL测量跨文化学习
IF 4.5 Q1 Social Sciences Pub Date : 2020-01-15 DOI: 10.7821/naer.2020.1.457
María Elena Gómez Parra
CLIL (Content and Language Integrated Learning) —endorsed by the European Commission since 1996— constitutes the official approach to bilingual education in Spain. Intercultural learning (IL) is one of the four defining Cs in CLIL, though the literature has consistently described it as the weakest implementation area. This paper analyses the opinions of 76 Spanish secondary education students about IL through their bilingual curriculum. Their viewpoints clearly suggest that IL comes from two main sources: native assistants; and exchange programmes. These data were contrasted with the views of school principals and bilingual coordinators, who declared that both of these valuable ‘resources’ for IL are scarce due to administrative difficulties and lack of budget. Our conclusions reveal how improving these areas can lead not only to improved scores but also to a better implementation of the intercultural axis in CLIL, if the goal consists in educating 21st century citizens.
CLIL(内容和语言综合学习)自1996年以来得到欧盟委员会的认可,构成了西班牙双语教育的官方方法。跨文化学习(IL)是CLIL的四个定义c之一,尽管文献一直将其描述为最薄弱的实施领域。本文分析了76名西班牙中学学生在双语课程中对外语学习的看法。他们的观点清楚地表明,IL来自两个主要来源:本地助手;还有交流项目。这些数据与学校校长和双语协调员的观点形成鲜明对比,他们宣称,由于行政困难和缺乏预算,这两种宝贵的外语“资源”都很稀缺。我们的结论表明,如果CLIL的目标是教育21世纪的公民,那么改善这些领域不仅可以提高分数,还可以更好地实施CLIL中的跨文化轴。
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引用次数: 17
Does Mathematical Anxiety Differ Cross-Culturally? 数学焦虑在不同文化中存在差异吗?
IF 4.5 Q1 Social Sciences Pub Date : 2020-01-15 DOI: 10.7821/naer.2020.1.464
Jennifer L. Brown, Myriam Ortiz-Padilla, Roberto Soto-Varela
Mathematics constitutes a foundation in the training of engineering students because their competence in this reasoning will be utilised as a tool for the resolution of real problems when inserted in the productive sector and throughout their professional life. The purpose of this causal comparative research study was to determine the difference in learning math anxiety and math evaluation anxiety for engineering students at two universities with different cultural backgrounds. The sample included 20 engineering students from the south-eastern United States and 88 engineering students from Colombia. The English and Spanish version of the AMAS, which contained nine items was divided into two subscales, used to collect data. A series of two-way factorial ANOVAs were conducted to answer the research questions that are related to cultural background, gender and the interaction effect between cultural group and gender. The results indicated there was a statistically significant difference in learning maths anxiety when comparing the two cultures.
数学是培养工程专业学生的基础,因为他们在数学推理方面的能力将被用作解决实际问题的工具,当这些问题被应用到生产部门和他们的职业生涯中。本研究旨在探讨不同文化背景的两所大学工科学生在数学学习焦虑和数学评价焦虑方面的差异。样本包括来自美国东南部的20名工科学生和来自哥伦比亚的88名工科学生。AMAS的英语和西班牙语版本包含9个项目,分为两个子量表,用于收集数据。对文化背景、性别、文化群体与性别的互动效应等研究问题进行了一系列的双向因子方差分析。结果表明,两种文化在学习数学焦虑方面存在显著差异。
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引用次数: 14
期刊
Journal of New Approaches in Educational Research
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