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How can an educational chatbot's feedback influence human attention? 教育聊天机器人的反馈如何影响人类的注意力?
IF 3.2 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-05-24 DOI: 10.58459/rptel.2024.19007
Francesca Sylvester, N. Le, S. Soekadar
Educational chatbots have been shown to be useful assistants in computer-supported learning settings. However, how does feedback of an educational chatbot impact on the learner’s attention? Thus, this paper proposes a study to measure changes in human attention when learning by using an educational chatbot Liza that is intended to improve human reasoning ability. In total, 18 participants participated in the study and had a conversation with Liza. During the interaction with Liza, the attention of the study participants was measured using a mobile electroencephalogram (EEG) device. Three findings have been determined based on statistics methods. First, it was found that there was a significant attention effect occurring in 54% of the times, after the educational chatbot showed feedback and the attention measurement took place over the length of a task. Second, when differentiating the type of feedback, positive feedback had a significant effect in 71 of these 137 cases (51.82%) and negative feedback had a significant effect in 66 of the 137 cases (48.18%). Third, statistical results showed that there was no significant difference in attention at the significant level of 0.05 during the 10 seconds before, and 10 seconds after positive feedback is received. Similar is the case for negative feedback.
教育聊天机器人已被证明在计算机支持的学习环境中是有用的助手。然而,教育聊天机器人的反馈如何影响学习者的注意力?因此,本文提出了一项研究,通过使用旨在提高人类推理能力的教育聊天机器人Liza来测量人类在学习时注意力的变化。总共有18名参与者参与了这项研究,并与Liza进行了交谈。在与Liza的互动过程中,研究参与者的注意力使用移动脑电图(EEG)设备进行测量。根据统计方法确定了三个发现。首先,研究发现,在教育聊天机器人显示反馈后,在54%的情况下出现了显著的注意力效应,并且注意力测量发生在任务的整个过程中。其次,在区分反馈类型时,137例中,正反馈有71例(51.82%)具有显著效果,负反馈有66例(48.18%)具有显著效果。第三,统计结果显示,在收到正反馈前10秒和收到正反馈后10秒,两组学生的注意力在0.05的显著水平上无显著差异。负面反馈也是如此。
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引用次数: 0
What we have learned from adult students' online learning experiences to enhance online learning of other students' groups? 我们从成人学生的在线学习经验中学到了什么来加强其他学生群体的在线学习?
IF 3.2 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-05-15 DOI: 10.58459/rptel.2024.19006
O. Rotar
Adults used to be the largest online student population before the COVID-19 pandemic. However, the number of online students multiplied during the pandemic, and now includes the complete conglomeration of all student groups. Due to their longer experience of online education, adult students continue to provide valuable insights on how to enhance online learning for other higher education students. This article reports the results of phenomenographic research on the qualitative differences in the ways of experiencing learning by fifteen adult students enrolled in two online postgraduate programmes. The analysis on in-depth, participant-led interviews demonstrated that online learning is conceptualised in three ways: as an investment, as a process that brings structure, and as a process that enables and empowers an individual. The results of this study are of particular importance for those who are concerned with introducing online learning to the higher education curricula. The paper argues that the stigma of online education being the second choice, maintained in the educational research literature, should be replaced by a holistic approach to education as a process that organically incorporates the online educational elements into higher education. Focusing on how adult students experience online learning provides a broader and deeper understanding of adopted effective practices and the variety of online learning opportunities and outcomes for other students’ groups. Insights based on the results of this study are summarised.
在COVID-19大流行之前,成年人曾经是最大的在线学生群体。然而,在大流行期间,在线学生的数量成倍增加,现在包括所有学生群体的完全聚集。由于成人学生的在线教育经验较长,他们继续为其他高等教育学生提供如何加强在线学习的宝贵见解。本文报告了对参加两个在线研究生课程的15名成人学生体验学习方式的质性差异的现象研究结果。对参与者主导的深度访谈的分析表明,在线学习可以从三个方面进行概念化:作为一种投资,作为一种带来结构的过程,以及作为一种使个人获得能力和授权的过程。这项研究的结果对于那些关注将在线学习引入高等教育课程的人来说尤为重要。本文认为,在教育研究文献中,在线教育是第二选择的耻辱应该被一种整体的教育方法所取代,这种方法是将在线教育元素有机地纳入高等教育的过程。关注成人学生如何体验在线学习,为其他学生群体提供了对所采用的有效实践和各种在线学习机会和结果的更广泛和更深入的理解。总结了基于本研究结果的见解。
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引用次数: 1
Meaningful ICT integration into deprived rural communities' multigrade classrooms 有意义的ICT融入贫困农村社区的多年级教室
IF 3.2 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-05-09 DOI: 10.58459/rptel.2024.19005
L. A. Ávila-Meléndez
An innovation project’s key features for meaningful information and communication technologies (ICT) integration into multigrade classrooms of non-internet access and deprived rural communities are explored. Although the project implementation achievement differed in each school, the article focuses on the concurrent conditions that enabled ICT integration in some cases. The research evidence stems from open structured interviews in six multigrade primary schools and two regional workshops, and one selected lesson’s focused ethnography. Considering a wide-ranging ICT integration impediment review, it stands out the value of the Project’s lesson planning model that, in turn, has features suited to traditional student autonomy rooted in Mexican rural schools. The conclusion is that the synergy occurred amongst a minimum of equipment and digital resources, a planning model highlighting academic subject links, learning activities based on multi-modal resources, and the tradition of student autonomy. Even though the Project’s digital technologies are not cutting-edge, their innovative adaptation to multigrade schools in deprived communities is a pressing necessity in many countries.
探索了一个创新项目的关键特征,即将有意义的信息和通信技术(ICT)融入非互联网接入和贫困农村社区的多级教室。虽然每个学校的项目实施成果不同,但本文重点关注在某些情况下实现ICT集成的并发条件。研究证据来自六所多年级小学的开放式结构化访谈和两个区域研讨会,以及一个精选的人种学课程。考虑到广泛的信息通信技术整合障碍审查,它突出了项目课程规划模式的价值,而该模式又具有适合墨西哥农村学校根深蒂固的传统学生自主权的特点。结论是,协同作用发生在最少的设备和数字资源、突出学科联系的规划模型、基于多模式资源的学习活动和学生自主的传统之间。尽管该项目的数字技术并不先进,但它们对贫困社区多年级学校的创新适应是许多国家迫切需要的。
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引用次数: 0
Digital information literacy, self-directed learning, and personal knowledge management in critical readers: Application of IDC Theory 批判性读者的数字信息素养、自主学习与个人知识管理:IDC理论的应用
IF 3.2 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-05-03 DOI: 10.58459/rptel.2024.19004
Moloud Mohammadi
The usefulness of self-directed learning ability in education has been demonstrated in previous studies. However, there has been much less understanding of the importance of digital information literacy, as well as how to manage these abilities and knowledge, and their effects on learning processes, especially in the current situation of digital education dominance and the necessity of interest creation in students. In order to address such needs and to evaluate students, as well as determine the effectiveness of the Interest-Driven Creator (IDC) loops, this study was conducted. In this study, 164 English language students were asked to participate in the pre-test, treatment, and post-test processes, while the treatments for the IDC group were developed in the form of interest-creation-habit triple loops. The results represented that IDC hybrid instruction was more effective in strengthening digital information literacy and personal knowledge management; and the IDC hybrid group outperformed the non-IDC hybrid group in terms of self-directed learning skills. These findings also revealed that to develop self-directed learning in critical readers, in addition to digital skills and how to manage and apply acquired knowledge, learning instructions (i.e., interest-creation-habit loops) have been effective. The IDC-hybrid group also identified the features of participation, perception-interest and facility-opportunity as the most significant and tangible ones.
自主学习能力在教育中的作用已经在以往的研究中得到证实。然而,对于数字信息素养的重要性,以及如何管理这些能力和知识,以及它们对学习过程的影响,尤其是在数字教育占主导地位和学生必须创造兴趣的情况下,人们的理解要少得多。为了满足这些需求,评估学生,以及确定兴趣驱动创建者(IDC)循环的有效性,进行了这项研究。在本研究中,164名英语语言学生被要求参与前测试、治疗和后测试过程,而IDC组的治疗以兴趣创造-习惯三重循环的形式发展。研究结果表明,IDC混合教学在加强数字信息素养和个人知识管理方面更有效;IDC混合组在自主学习技能方面的表现优于非IDC混合组。idc混合组还将参与、感知兴趣和便利机会的特征确定为最重要和最切实的特征。
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引用次数: 1
How personal, technical, social environments affecting generation Z to utilise video-based sharing platform in learning process during crisis? 个人、技术、社会环境如何影响Z世代在危机学习过程中利用视频分享平台?
IF 3.2 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-05-01 DOI: 10.58459/rptel.2024.19003
D. I. Inan, A. Hidayanto, Ratna Juita, Christopher Y. Hasian, Kevin Luvian, Leonardo, Samuel Ludwig Ian, Setyawan Pratama
In a crisis such as COVID-19 that struck the world in 2019, social and community activities are restricted, including in-person classes. On the one hand, these restrictions are aimed as a precautionary measure against the virus spread; on the other hand, this could lead to a lost generation without an educational process. Notwithstanding this, online learning through a video-sharing platform is envisaged as the best way to keep learning in this particular situation. However, students have their learning style preferences. While a video-based sharing platform is seen as the most representative way of facilitating self-directed learning, understanding the motivations driving the adoption is crucial. This paper investigates technical, social, and personal environments that motivate generation Z to utilise this tool for self-directed learning, employing Social Cognitive Theory (SCT) as the theoretical lens. A total of 251 survey responses from this cohort were collected and analysed with a structural equation modelling approach. The findings reveal that perceived usefulness and content quality, peer influence, and self-efficacy and outcome from three perspectives, respectively, determine the adoption intention substantially by 67.1%. These findings provide several important implications for video-sharing platform acceptance in terms of both research and practice. Limitations and future research directions are also discussed.
在2019年席卷全球的COVID-19等危机中,包括面对面课程在内的社交和社区活动受到限制。一方面,这些限制旨在作为防止病毒传播的预防措施;另一方面,这可能导致没有教育过程的迷惘一代。尽管如此,通过视频分享平台进行在线学习被认为是在这种特殊情况下保持学习的最佳方式。然而,学生有自己的学习方式偏好。虽然基于视频的分享平台被视为促进自主学习的最具代表性的方式,但了解推动采用的动机至关重要。本文采用社会认知理论(SCT)作为理论视角,研究了激励Z世代利用这一工具进行自主学习的技术、社会和个人环境。从该队列中收集了总共251份调查回复,并使用结构方程建模方法进行了分析。研究结果显示,感知有用性和内容质量、同伴影响、自我效能感和结果三个角度分别显著决定了67.1%的人的采用意愿。这些发现在研究和实践方面为视频分享平台的接受提供了几个重要的启示。并对研究的局限性和未来的研究方向进行了讨论。
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引用次数: 0
Loneliness, academic self-efficacy, and student engagement in the online learning environment: the role of humor in learning 孤独、学术自我效能感和在线学习环境中的学生参与:幽默在学习中的作用
IF 3.2 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-04-16 DOI: 10.58459/rptel.2024.19002
M. Ramli, Ani Cahyadi, Hilmi Mizani, Hendryadi, R. Mais
This study investigated the impact of loneliness on academic self-efficacy (ASE) and student engagement in the context of remote teaching during the COVID-19 pandemic. Moreover, as a boundary condition, we examined the role of intermediate ASE in the relationship between loneliness, student engagement, and perceived humor in learning. A total of 367 undergraduate students from six universities in Indonesia completed an online questionnaire. Data were analyzed using Macro Process version 4 to test the moderating mediation model hypothesis. As expected, the study results show that loneliness is negatively related to ASE and student engagement. ASE is proven to affect student engagement positively; concurrently, it plays an intermediate role in the link between loneliness and student engagement. Finally, humor had a significant moderating effect on learning in the tested model. This study contributes to the existing literature on loneliness and student engagement by uncovering the intermediate role of ASE. Drawing on the social cognitive theory (SCT) and instructional humor processing theory (IHTP), we explored how perceived humor in learning moderates the relationships between loneliness, ASE, and student engagement.
本研究旨在探讨新冠肺炎大流行背景下远程教学中孤独感对学业自我效能感和学生参与度的影响。此外,作为一个边界条件,我们研究了中间ASE在孤独、学生投入和学习中感知幽默之间的关系中的作用。来自印尼六所大学的367名本科生完成了一份在线调查问卷。使用Macro Process version 4对数据进行分析,以检验调节中介模型假设。正如预期的那样,研究结果表明孤独感与ASE和学生投入呈负相关。ASE被证明对学生的参与有积极的影响;同时,它在孤独感与学生参与度之间起着中介作用。最后,在测试模型中,幽默对学习有显著的调节作用。本研究通过揭示ASE在孤独感与学生敬业度之间的中介作用,对现有文献的研究做出了贡献。基于社会认知理论(SCT)和教学幽默加工理论(IHTP),我们探讨了学习中的幽默感知如何调节孤独感、ASE和学生参与之间的关系。
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引用次数: 2
A conceptual research framework for sustainable digital learning in higher education 高等教育中可持续数字化学习的概念研究框架
IF 3.2 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-03-28 DOI: 10.58459/rptel.2024.19001
Mostafa Hamadi, Jamal El-Den
The integration of digital technologies in Higher Education (HE) has dramatically changed the way students learn, however it has also raised critical concerns about the sustainability aspects of digital learning. Although a considerable amount of literature has been published on digital learning and Sustainable Development (SD) in HE, further research is needed to establish a comprehensive research framework which synthesises and organises the knowledge in this area. This paper draws on a critical review of the literature to develop a conceptual research framework on sustainable digital learning in HE from an Information Systems’ lens. The proposed framework is the outcome of a thorough integrative review, followed by a thematic analysis of relevant sources which outlines common research themes in the literature and identifies major areas for future research. The proposed framework provides researchers and educators with valuable insights on the use of digital technologies to promote SD in HE and highlights the importance of sustainability awareness. It further defines focus areas and future research directions which can guide their research, thereby assisting in building a coherent body of knowledge in this research area.
高等教育(HE)中数字技术的整合极大地改变了学生的学习方式,但它也引发了对数字学习可持续性方面的关键担忧。虽然已经发表了大量关于高等教育数字化学习和可持续发展(SD)的文献,但需要进一步的研究来建立一个综合和组织这一领域知识的综合研究框架。本文通过对相关文献的批判性回顾,从信息系统的角度构建了高等教育中可持续数字化学习的概念研究框架。提出的框架是全面综合审查的结果,随后是对相关来源的专题分析,概述了文献中的共同研究主题,并确定了未来研究的主要领域。建议的架构为研究人员和教育工作者提供了宝贵的见解,让他们了解如何利用数码科技在高等教育中推广可持续发展,并强调了可持续发展意识的重要性。它进一步定义了可以指导他们研究的重点领域和未来的研究方向,从而帮助他们在这个研究领域建立一个连贯的知识体系。
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引用次数: 3
Characteristics of engaging teaching videos in higher education: a systematic literature review of teachers' behaviours and movements in video conferencing 高等教育中参与教学视频的特点:教师在视频会议中的行为和动作的系统文献综述
IF 3.2 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-03-21 DOI: 10.58459/rptel.2023.18040
Navdeep Verma, S. Getenet, Christopher Dann, T. Shaik
Online learning is in high demand due to benefits such as convenience, flexibility, cost efficiency, and improved accessibility. In online learning, video conferencing is an effective technology for collaboration and increasing online student engagement. This study is part of a larger study conducted using design-based research (DBR) to develop a video annotation tool using artificial intelligence (AI) methodologies such as machine learning and deep learning. This systematic literature review is the foundation of the process which identifies the characteristics and indicators of engaging teaching videos. The studies included in this systematic literature review have been gathered from seven databases and selected by applying inclusion/exclusion criteria in accordance with the Preferred Reporting Items for Systematic Reviews. From the selected studies, we identified, categorised, and explained the characteristics and indicators of engaging teaching videos based on teachers’ behaviours and movements. In this study, we identified 11 characteristics and 47 associated indicators of the characteristics critical in enhancing student engagement. Teachers and higher education institutions can use these characteristics and indicators as a benchmark to improve the quality of engaging teaching videos and later improve teaching and learning. In the final stage of DBR, the identified indicators can be used to train a machine learning tool, a form of AI. This tool can provide a report on engaging teaching videos by highlighting the teachers’ behaviours and movements.
在线学习因其便利性、灵活性、成本效率和可访问性等优点而需求量很大。在在线学习中,视频会议是一种有效的协作和提高在线学生参与度的技术。该研究是利用机器学习和深度学习等人工智能(AI)方法开发视频注释工具的大型研究的一部分,该研究采用基于设计的研究(DBR)。系统的文献综述是确定参与式教学视频的特征和指标的基础。本系统文献综述中纳入的研究从7个数据库中收集,并根据系统评价的首选报告项目应用纳入/排除标准进行选择。从选定的研究中,我们根据教师的行为和动作识别、分类并解释了引人入胜的教学视频的特征和指标。在本研究中,我们确定了对提高学生参与度至关重要的11个特征和47个相关指标。教师和高等教育机构可以利用这些特征和指标作为基准,提高教学视频的参与性质量,进而改善教与学。在DBR的最后阶段,确定的指标可以用来训练机器学习工具,这是一种人工智能。该工具可以通过突出教师的行为和动作来提供引人入胜的教学视频报告。
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引用次数: 0
A systematic review of factors influencing student interest in online homework 影响学生在线作业兴趣因素的系统回顾
IF 3.2 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-03-08 DOI: 10.58459/rptel.2023.18039
Liu Chen, S. Wong, Shwu Pyng How
Online homework has been emerging with the popularity of online learning. The significance of online homework has been recognised, especially during the outbreak of COVID-19. Although it is regarded as one homework format, studies explicitly targeted at online homework are limited till now, particularly in student interest. As interest is defined as the driver of student learning, it is important to explore the factors influencing student interest in online homework to promote this technology use. Thus, a systematic review of the literature was conducted to identify studies on student interest in online homework with the guide of PRISMA. Based on 23 selected studies, this study unveiled the included studies’ characteristics and the informed factors influencing student interest in the online homework system or the homework assigned or completed online. The findings of this study showed that background variables, adult guidance and monitoring, and the role of students in the process impact student interest in online homework. As online homework is delivered via technology, other factors, such as content design, the ability of technology use and homework submission methods, are also associated with student interest in online homework. Relevant educational implications are elaborated. Further studies and limitations are also included in this study.
随着网络学习的普及,网络作业应运而生。在线作业的重要性已得到认可,特别是在COVID-19爆发期间。虽然它被认为是一种作业形式,但目前明确针对在线作业的研究还很有限,尤其是在学生兴趣方面。由于兴趣被定义为学生学习的驱动力,因此探索影响学生对在线作业兴趣的因素以促进这项技术的使用是很重要的。因此,在PRISMA的指导下,我们对文献进行了系统的回顾,以确定学生对在线作业兴趣的研究。本研究在选取的23项研究的基础上,揭示了所纳入研究的特征以及影响学生对在线作业系统或在线布置或完成作业兴趣的知情因素。本研究发现,背景变量、成人指导与监控、学生在过程中的角色等因素影响学生对网络作业的兴趣。由于网络作业是通过技术来完成的,所以内容设计、技术使用能力、作业提交方式等其他因素也与学生对网络作业的兴趣有关。并详细阐述了相关的教育意义。本研究还包括进一步的研究和局限性。
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引用次数: 1
What are the pedagogical characteristics of elementary emergency e-learning? Crosschecking learning activities' analysis with perspectives of teachers, students and parents 小学应急电子学习的教学特点是什么?从教师、学生和家长的角度对学习活动的分析进行交叉核对
IF 3.2 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-03-08 DOI: 10.58459/rptel.2023.18038
T. Shamir-Inbal, Esti Schwartz, I. Blau
This research examined the pedagogical characteristics of emergency online learning in elementary schools. The study adds to the educational technology literature, exploring the opportunities and challenges for students by triangulating analysis of learning activities with perspectives of teachers, students, and parents. Thematic analysis of the interviews with 22 teachers, 21 students, and 10 parents revealed 913 statements grouped into categories and subcategories. Furthermore, 93 learning activities were analyzed based on the recent e-CSAMR framework that combines the SAMR and collaboration models. Participants reported development of student independence, responsibility, and learning autonomy, while adversely mentioned feelings of disconnection and lack of social communication. However, analysis of learning activities reflected mostly basic rather than advanced techno-pedagogical levels of the original SAMR model and revealed that they did not sufficiently incorporate collaborative activities or design of learning artifacts. Theoretical implications supported the e-CSAMR framework and identified optimal components for emergency learning within the framework. The results highlight the need to integrate collaborative learning into distance online learning and suggest that appropriate support and training can transform challenges into pedagogical opportunities.
本研究考察了小学应急在线学习的教学特点。该研究增加了教育技术文献,通过从教师、学生和家长的角度对学习活动进行三角分析,探索学生的机遇和挑战。对22名教师、21名学生和10名家长的访谈进行主题分析,得出913条陈述,分为类别和子类别。此外,基于结合SAMR和协作模型的最新e-CSAMR框架,对93项学习活动进行了分析。参与者报告了学生独立性、责任感和学习自主性的发展,而消极地提到了与社会脱节和缺乏社会沟通的感觉。然而,对学习活动的分析主要反映了原始SAMR模型的基本水平,而不是先进的技术-教学水平,并表明它们没有充分地纳入协作活动或学习工件的设计。理论影响支持e-CSAMR框架,并确定了框架内应急学习的最佳组成部分。研究结果强调了将协作学习整合到远程在线学习中的必要性,并表明适当的支持和培训可以将挑战转化为教学机会。
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引用次数: 0
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Research and Practice in Technology Enhanced Learning
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