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Decoding Video Logs: Unveiling Student Engagement Patterns in Lecture Capture Videos 解码视频日志:揭示讲座捕捉视频中的学生参与模式
Pub Date : 2024-05-16 DOI: 10.19173/irrodl.v25i2.7621
Gökhan Akçapınar, Erkan Er, Alper Bayazıt
Lecture capture videos, a popular type of instructional content used by instructors to share course recordings online, play a significant role in educational settings. Compared to other educational videos, these recordings require minimal time and effort to produce, making them a preferred choice for disseminating course materials. Despite their numerous benefits, there exists a scarcity of data-driven evidence regarding students’ use of and engagement with lecture capture videos. Most existing studies rely on self-reported data, lacking comprehensive insights into students’ actual video engagement. This research endeavor sought to bridge this gap by investigating university students’ engagement patterns while watching lecture capture videos. To achieve this objective, we conducted an analysis of a large-scale dataset comprising over one million rows of video interaction logs. Leveraging clustering and process mining methodologies, we explored the data to reveal valuable insights into students’ video engagement behaviors. Our findings indicate that in approximately 60% of students’ video-watching sessions, only a small portion of the videos (an average of 7%) is watched. Our results also show that visiting the video page does not necessarily mean that the student watched it. This study may contribute to the existing literature by providing robust data-driven evidence on university students’ lecture capture video engagement patterns. It is also expected to contribute methodologically to capturing, preprocessing, and analyzing students’ video interactions in different contexts.
讲座录制视频是一种流行的教学内容类型,被教师用于在线共享课程录制,在教育环境中发挥着重要作用。与其他教学视频相比,这些视频只需花费极少的时间和精力即可制作完成,因此成为传播课程材料的首选。尽管这些视频好处多多,但有关学生使用和参与讲座录制视频的数据证据却很少。大多数现有研究都依赖于自我报告数据,缺乏对学生实际视频参与情况的全面了解。本研究试图通过调查大学生在观看讲课视频时的参与模式来弥补这一不足。为了实现这一目标,我们分析了由超过一百万行视频交互日志组成的大规模数据集。利用聚类和流程挖掘方法,我们对数据进行了探索,以揭示学生视频参与行为的宝贵见解。我们的研究结果表明,在大约 60% 的学生视频观看会话中,只有一小部分视频(平均 7%)被观看。我们的研究结果还表明,访问视频页面并不一定意味着学生观看了视频。本研究为大学生的讲座捕捉视频参与模式提供了可靠的数据证据,从而为现有文献做出了贡献。此外,本研究还有望在方法论上为捕捉、预处理和分析学生在不同情境下的视频互动做出贡献。
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引用次数: 0
Book Review: Research, Writing, and Creative Process in Open and Distance Education: Tales From the Field, edited by Dianne Conrad (Open Book Publishers, 2023) 书评:开放教育和远程教育中的研究、写作和创作过程:来自现场的故事》,Dianne Conrad 编辑(开卷出版社,2023 年)
Pub Date : 2024-05-16 DOI: 10.19173/irrodl.v25i2.7651
Frank Senyo Loglo
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引用次数: 0
Book Review: Critical Digital Pedagogy in Higher Education, edited by Suzan Köseoğlu, George Veletsianos, and Chris Rowell (AU Press, 2023) 书评:高等教育中的批判性数字教学法》,由 Suzan Köseoğlu、George Veletsianos 和 Chris Rowell 编辑(澳大利亚大学出版社,2023 年)
Pub Date : 2024-05-16 DOI: 10.19173/irrodl.v25i2.7617
Mohsen Keshavarz, Maliheh Ahmadian
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引用次数: 0
Exploring the Feasibility of Deploying Technology Enhanced School-Based Teacher Continuous Professional Development in Internet-Limited Environments in Tanzania 探索在坦桑尼亚互联网有限的环境中部署技术强化型校本教师持续专业发展的可行性
Pub Date : 2024-05-16 DOI: 10.19173/irrodl.v25i2.7428
Salome H. Maro, Aron W. Kondoro, Joel S. Mtebe, Jamie Proctor, Aneth Komba, Björn Haßler
In low-income countries, the use of technology to enhance teacher continuous professional development (TCPD) activities has been increasing significantly. However, most technology initiatives related to TCPD require the installation of complex information and communications technology (ICT) infrastructure in schools or availability of reliable Internet connectivity. While installation of ICT infrastructure is costly, the cost of the Internet is unaffordable to most teachers in low-income countries. This study explored the feasibility of deploying Raspberry Pi computers and tablets as micro-servers to facilitate school-based TCPD activities via a learning management system (LMS) without Internet connectivity. Teachers in eight schools in Dar es Salaam and Lindi accessed a TCPD sample module with Raspberry Pi and tablets providing hotspotting and treated as offline local servers hosting a LMS. After the trial, data was collected through focus group discussion, observation, and LMS logs involving 69 teachers. The findings showed that both Raspberry Pi and tablets could be used as micro-servers to provide access to learning resources in offline environments, but Raspberry Pi fared more favorably. Raspberry Pi was easy to set up and connected more devices than did the tablet. However, Raspberry Pi required careful handling as it is a delicate device. Interestingly, there was no significant difference in terms of the performance and cost of the two micro-servers. This study provided further evidence that both Raspberry Pi and tablets could be cost-effective approaches to deliver TCPD activities without installing complex ICT infrastructure or in areas with limited Internet connectivity.
在低收入国家,利用技术加强教师持续专业发展(TCPD)活动的情况显著增加。然而,大多数与教师持续专业发展有关的技术举措都需要在学校安装复杂的信息和传播技术(ICT)基础设施或提供可靠的互联网连接。安装信息与传播技术基础设施的费用高昂,而互联网的费用则是低收入国家的大多数教师无法负担的。本研究探讨了部署树莓派(Raspberry Pi)电脑和平板电脑作为微型服务器的可行性,以便在没有互联网连接的情况下,通过学习管理系统(LMS)促进校本 TCPD 活动。达累斯萨拉姆和林迪 8 所学校的教师使用树莓派电脑和平板电脑访问了一个 TCPD 示例模块,树莓派电脑和平板电脑可提供热点,并被视为托管 LMS 的离线本地服务器。试验结束后,通过焦点小组讨论、观察和涉及 69 名教师的 LMS 日志收集了数据。研究结果表明,Raspberry Pi 和平板电脑都可用作微型服务器,在离线环境中提供学习资源访问,但 Raspberry Pi 的表现更为出色。与平板电脑相比,Raspberry Pi 易于安装,连接的设备也更多。不过,Raspberry Pi 需要小心操作,因为它是一种易损设备。有趣的是,两种微型服务器在性能和成本方面没有明显差异。这项研究进一步证明,Raspberry Pi 和平板电脑都可以成为具有成本效益的方法,在不安装复杂的信息和通信技术基础设施的情况下,或在互联网连接有限的地区开展三年期全面政策文件活动。
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引用次数: 0
Alone in the Academic Ultraperiphery: Online Doctoral Candidates’ Quest to Belong, Thrive, and Succeed 孤独于学术超边缘:在线博士生的归属、发展和成功追求
Pub Date : 2024-05-16 DOI: 10.19173/irrodl.v25i2.7702
Efrem Melián, Julio Meneses
Despite the increasing number of non-traditional doctoral researchers, this population’s experiences remain largely understudied and their voices unheard. Through in-depth interviews with 24 part-time online doctoral candidates, we explored the perceived facilitators and barriers to academic integration and sense of belonging, as well as how online delivery influences the doctoral journey. Reflexive thematic analysis revealed a strong drive for participation, sometimes matched by the supervisor but rarely supported by the institution, which in the end does not sufficiently promote community building. Online delivery was viewed as both a blessing for the accessibility it enabled and a curse due to pervasive feelings of isolation and virtually non-existent peer networks. Online doctoral researchers coped by breaking free from the fully online model whenever possible to seek in-person and synchronous interactions and guidance. We conclude that online doctoral candidates constitute an ultraperipheral population in the academic landscape. Support provided by online PhD programmes should be modelled after the actual needs of their non-traditional students.
尽管非传统博士研究人员的数量在不断增加,但这一群体的经历在很大程度上仍未得到充分研究,他们的声音也未被倾听。通过对 24 名非全日制在线博士研究生的深入访谈,我们探讨了他们在学术融合和归属感方面所感受到的促进因素和障碍,以及在线授课如何影响博士生的学习历程。反思性专题分析揭示了一种强烈的参与驱动力,这种驱动力有时会得到导师的配合,但却很少得到院校的支持,最终未能充分促进社区建设。网上授课既被认为是一种幸运,因为它提供了无障碍环境,也被认为是一种不幸,因为普遍存在的孤独感和几乎不存在的同行网络。在线博士研究人员尽可能摆脱完全在线的模式,寻求面对面的同步互动和指导。我们的结论是,在线博士生是学术界的边缘人群。在线博士课程应根据非传统学生的实际需求提供支持。
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引用次数: 0
Marginalization, Technology Access and Study Approaches of Undergraduate Distance Learners during Covid-19 Pandemic in India 印度 Covid-19 大流行期间本科远程学习者的边缘化、技术获取和学习方法
Pub Date : 2024-05-16 DOI: 10.19173/irrodl.v25i2.7718
Anju Sanwal
The Covid-19 pandemic, for the past years, had led to disruption of classroom activities and adoption of online teaching-learning in almost all parts of the globe, including India.  Sudden switch over from the classroom blackboard to the laptop screen may have influenced study approaches of students especially when there were challenges for access to technology and non-readiness for online learning among the Indian students. Since different social and economic factors bring differences in students’ learning, an online survey was conducted with 296 randomly selected undergraduate distance learning (DL) students of Indira Gandhi National Open University (IGNOU) to examine how technology access during the pandemic has influenced study approach of Indian DL students belonging to different marginalized and non-marginalized groups. The research results showed that marginalized students had lower access to technology than their non-marginalized counterparts, although no gender differences were found in access to technology in both the groups. Lower access to technology was found associated with more surface approach to study in the DL students in general and the marginalized students in particular. The marginalized females were found at risk in terms of both, access to technology and approaches to study. The findings, as discussed, are intended to further enrich our understanding of the role of technology vis-à-vis study approach of distance learning students during the pandemic, and formulate appropriate teaching-learning strategies for the future.
在过去的几年里,Covid-19 的流行导致了课堂活动的中断,全球几乎所有地区都采用了在线教学,印度也不例外。 从教室黑板到笔记本电脑屏幕的突然转换可能会影响学生的学习方法,尤其是在印度学生面临技术获取挑战和不具备在线学习准备的情况下。由于不同的社会和经济因素会给学生的学习带来差异,我们对英迪拉-甘地国立开放大学(IGNOU)随机抽取的 296 名远程教育(DL)本科生进行了在线调查,以研究大流行病期间技术的获取如何影响了属于不同边缘化和非边缘化群体的印度远程教育学生的学习方法。研究结果表明,与非边缘化群体的学生相比,边缘化群体的学生获得技术的机会较少,尽管在两个群体中获得技术的机会没有性别差异。研究发现,一般而言,获得技术的机会较少与学习方法较为表面化有关,特别是与被边缘化的学生有关。边缘化女性在获取技术和学习方法方面都存在风险。讨论中的这些发现旨在进一步丰富我们对技术在大流行病期间对远程学习学生学习方法的作用的理解,并为未来制定适当的教学策略。
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引用次数: 0
Identifying Pedagogical Design and Implementation of Synchronous Virtual Classrooms 确定同步虚拟教室的教学设计与实施
Pub Date : 2024-05-16 DOI: 10.19173/irrodl.v25i2.7584
Sinem Cilligol Karabey, Selcuk Karaman
This study aimed to systematically compile the activities and applications to be used by instructors to conduct synchronous virtual classrooms effectively. Using specific keywords in various databases we examined the literature to discover the activities and applications associated with effective synchronous virtual classrooms. A total of 70 studies were included in the study, based upon pre-determined criteria. A total of 53 activities and applications for conducting synchronous virtual classrooms effectively were obtained and classified according to Gagné’s nine events of instruction (GNEI). These activities and applications were sorted within 11 themes dimensions: technical control, environment control, clarity, introductory activities, technological tools, course materials, interaction, feedback, summarizing, time management, and self-assessment. Synchronous virtual classrooms conducted according to this classification will serve as a guide for instructors to conduct synchronous virtual classrooms effectively.
本研究旨在系统地汇编教员有效开展同步虚拟课堂的活动和应用。通过使用各种数据库中的特定关键词,我们对文献进行了研究,以发现与有效同步虚拟课堂相关的活动和应用。根据预先确定的标准,共有 70 项研究被纳入研究范围。我们共获得了 53 项有效开展同步虚拟课堂的活动和应用,并根据盖尼耶的九项教学活动(GNEI)进行了分类。这些活动和应用按 11 个主题维度进行了分类:技术控制、环境控制、清晰度、导入活动、技术工具、课程材料、互动、反馈、总结、时间管理和自我评估。根据这一分类开展的同步虚拟课堂将为教师有效开展同步虚拟课堂提供指导。
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引用次数: 0
Editorial - Volume 25, Issue 2 社论 - 第 25 卷第 2 期
Pub Date : 2024-05-16 DOI: 10.19173/irrodl.v25i2.8012
Dietmar Kennepohl
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引用次数: 0
Perceived Utility and Learning by Dominican University Students in Virtual Teaching–Learning Environments: An Analysis of Multiple Serial Mediation Based on the Extended Technology Acceptance Model 多明尼加大学学生在虚拟教学环境中的感知效用与学习:基于扩展技术接受模型的多重序列中介分析
Pub Date : 2024-05-16 DOI: 10.19173/irrodl.v25i2.7578
Clemente Rodríguez-Sabiote, Ana T. Valerio-Peña, Roberto A. Batista-Almonte, Álvaro M. Úbeda-Sánchez
The global pandemic caused by the SARS-CoV-2 virus brought about a true revolution in the predominant teaching–learning processes (i.e., face-to-face environment) that had been implemented up to that point. In this regard, virtual teaching–learning environments (VTLEs) have gained unprecedented significance. The main objectives of our research were to define an explanatory theoretical model and to test a multiple serial mediation model with four variables in series (one independent variable plus three mediators) to relate perceived utility (independent variable) in the use of a VTLE and perceived learning (dependent or criterion variable) in such contexts, taking into account the mediation of subjective norm (mediator 1), ease of use (mediator 2), and intention to use behavior (mediator 3), and using the extended technology acceptance model as the theoretical framework. Additionally, we aimed to analyze the direct and indirect relationships and effects among the variables that constituted the proposed model. Methodologically, the research can be classified as a cross-sectional causal ex post facto design. A representative sample of students enrolled in higher education institutions in the Dominican Republic was used as the research population, and a standardized Likert scale was administered to measure the five dimensions of the proposed model. Finally, it is worth noting that the obtained results indicate that all direct and indirect effects considered in the model were statistically significant, except for the indirect effect, where the four predictor variables were arranged in series to verify their influence on the criterion variable: perceived learning.
由 SARS-CoV-2 病毒引起的全球大流行,给迄今为止实施的主要教学过程(即面 对面环境)带来了一场真正的革命。在这方面,虚拟教学环境(VTLE)获得了前所未有的重要意义。我们研究的主要目的是确定一个解释性理论模型,并测试一个由四个变量(一个自变量加三个中介变量)串联而成的多重序列中介模型,将使用虚拟教学环境时的感知效用(自变量)与在这种环境下的感知学习(因变量或标准变量)联系起来,同时考虑到主观规范(中介变量 1)、易用性(中介变量 2)和使用行为意向(中介变量 3)的中介作用,并将扩展的技术接受模型作为理论框架。此外,我们还旨在分析构成拟议模型的各变量之间的直接和间接关系及影响。在方法上,本研究可归类为横截面因果事后设计。研究对象是多米尼加共和国高等教育机构中具有代表性的在校学生,采用标准化的李克特量表来测量所提议模型的五个维度。最后,值得注意的是,所得结果表明,除间接效应外,模型中考虑的所有直接和间接效应在统计意义上都是显著的,在间接效应中,四个预测变量按系列排列,以验证它们对标准变量:感知学习的影响。
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引用次数: 0
Centering Cultural Knowledge in TPACK— Evidence From a Collaborative Online International Learning Collaboration 以 TPACK 中的文化知识为中心--来自在线国际学习合作的证据
Pub Date : 2024-05-16 DOI: 10.19173/irrodl.v25i2.7548
Sohyeon Bae, Kyle L. Chong
In this qualitative study, we analyzed the processes of a collaborative online international learning (COIL) collaboration between two higher education institutions in Japan and the United States from the perspective of the technological, pedagogical, and content knowledge (TPACK) framework. The research question this study aimed to address was: What is the utility of the TPACK framework, as a lens of analysis, for this online cultural exchange? To address this question, we conducted semi-structured interviews with student participants and examined their written works. From the student participants’ learning experiences, we identified evidence of cultural exchange as well as evidence of missed opportunities for cultural exchange arising from the limited knowledge of technology, pedagogy, content, and culture. COIL and TPACK both share a common goal of increasing students’ access to multiple knowledge systems using educational technology. As a result, COIL conceptually aligns well with the TPACK framework. This collaboration showed an ongoing need for the centering of cultural knowledge and cultural exchange in both COIL and TPACK. We, accordingly, outline potential for a TPACCK, a modified TPACK framework to center cultural knowledge in both with the hope of taking steps towards a more culturally sustaining framework of international collaboration.
在这项定性研究中,我们从技术、教学和内容知识(TPACK)框架的角度,分析了日本和美国两所高等教育机构之间的协作式在线国际学习(COIL)合作过程。本研究要解决的问题是作为一种分析视角,TPACK 框架对这种在线文化交流有什么用处?为了解决这个问题,我们对学生参与者进行了半结构式访谈,并研究了他们的书面作品。从学生参与者的学习经历中,我们发现了文化交流的证据,也发现了因技术、教学法、内容和文化知识有限而错失文化交流机会的证据。COIL 和 TPACK 都有一个共同的目标,即利用教育技术增加学生对多种知识系统的获取。因此,COIL 在概念上与 TPACK 框架非常吻合。这次合作表明,COIL 和 TPACK 都需要以文化知识和文化交流为中心。因此,我们概述了 TPACCK 的潜力,这是一个经过修改的 TPACK 框架,将文化知识置于这两个框架的中心位置,希望采取步骤建立一个更具文化可持续性的国际合作框架。
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引用次数: 0
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The International Review of Research in Open and Distributed Learning
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