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Using trace data to enhance Students' self-regulation: A learning analytics perspective 利用跟踪数据增强学生的自我调节:学习分析的视角
IF 8.6 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2022-06-01 DOI: 10.1016/j.iheduc.2022.100855
Dan Ye , Svoboda Pennisi

The purpose of this study was to investigate whether students' self-reported SRL align with their digital trace data collected from the learning management system. This study took place in an upper-level college agriculture course delivered in an asynchronous online format. By comparing online students' digital trace data with their self-reported data, this study found that digital trace data from LMS could predict students' performance more accurately than self-reported SRL data. Through cluster analysis, students were classified into three levels based on their self-regulatory ability and the characteristics of each group were analyzed. By incorporating qualitative data, we explored possible explanations for the differences between students' self-reported SRL data and the digital trace data. This study challenges us to question the validity of existing self-reported SRL instruments. The three-cluster division of students' learning behaviors provides practical implications for online teaching and learning.

本研究的目的是调查学生自我报告的SRL是否与他们从学习管理系统收集的数字跟踪数据一致。本研究以异步在线形式在一所高等大学的农业课程中进行。通过比较在线学生的数字轨迹数据和自我报告数据,本研究发现LMS的数字轨迹数据比自我报告的SRL数据更能准确地预测学生的表现。通过聚类分析,将学生的自我调节能力分为三个层次,并分析每个层次的特点。通过结合定性数据,我们探讨了学生自我报告的SRL数据与数字跟踪数据之间差异的可能解释。本研究挑战我们对现有自我报告的SRL工具的有效性提出质疑。学生学习行为的三聚类划分对网络教与学具有现实意义。
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引用次数: 12
Influences of depression, self-efficacy, and resource management on learning engagement in blended learning during COVID-19 抑郁、自我效能感和资源管理对新冠肺炎期间混合式学习投入的影响
IF 8.6 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2022-06-01 DOI: 10.1016/j.iheduc.2022.100856
Heeok Heo , Curtis J. Bonk , Min Young Doo

This study examined the structural relationships among self-efficacy, resource management, and learning engagement during the COVID-19 era based on self-regulation theory. We also investigated whether the level of depression moderates the structural relationships among the factors by comparing a non-depressed group and a moderate-to-high depressed group. This study confirmed that resource management influenced learning engagement regardless of the depression level. Self-efficacy for learning also influenced resource management. The implications of this study are that self-efficacy is a prerequisite for resource management for learning. However, the direct influences of self-efficacy on learning engagement were observed only in the non-depressed group. Self-efficacy for learning indirectly influenced learning engagement through resource management in the depressed group. The self-regulated behaviors, such as resource management should be encouraged to enhance learning engagement of depressed students. Students' depression should also be monitored on a regular basis to help improve learning engagement during as well as after the COVID-19 era.

本研究基于自我调节理论,考察了新冠肺炎时期自我效能感、资源管理和学习投入之间的结构关系。我们还通过比较非抑郁组和中重度抑郁组来研究抑郁水平是否调节了这些因素之间的结构关系。本研究证实,无论抑郁程度如何,资源管理都会影响学习投入。学习自我效能感也影响资源管理。本研究表明,自我效能感是学习资源管理的先决条件。然而,自我效能感对学习投入的直接影响仅在非抑郁组中观察到。抑郁组学习自我效能感通过资源管理间接影响学习投入。鼓励资源管理等自我调节行为,提高抑郁学生的学习参与度。还应定期监测学生的抑郁情况,以帮助提高在新冠疫情期间和之后的学习参与度。
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引用次数: 23
Would you use them? A qualitative study on teachers' assessments of open educational resources in higher education 你会使用它们吗?高等教育开放教育资源教师评价的定性研究
IF 8.6 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2022-06-01 DOI: 10.1016/j.iheduc.2022.100857
Marjon Baas , Roeland van der Rijst , Tjark Huizinga , Ellen van den Berg , Wilfried Admiraal

The quality of open educational resources (OER) has been a continuous topic of interest over the past two decades, because it is intertwined with the adoption of these resources. In previous research the quality of OER has been defined on the basis of quantitative or usage data, but few qualitative insights are available. In this study we analysed how teachers collaboratively assessed ‘big’ OERs, and whether changes occurred in teachers' perceptions of OER by means of collaborative dialogue about the quality of these resources. Five core themes were elicited: (1) content, (2) design, (3) usability, (4) engagement, and (5) readability. Changes we discerned in teachers' perceptions relate to their awareness, attitude and practical issues in relation to OER. Higher education institutes aiming to increase the use of OER should encourage conversation on OER in teacher teams during curriculum reforms, and provide support for the adaptation of resources to teachers' instructional needs and their specific teaching contexts.

在过去的二十年里,开放教育资源(OER)的质量一直是人们感兴趣的话题,因为它与这些资源的采用交织在一起。在以往的研究中,OER的质量是基于定量或使用数据来定义的,但很少有定性的见解。在这项研究中,我们分析了教师如何协作评估“大”OER,以及通过关于这些资源质量的协作对话,教师对OER的看法是否发生了变化。五个核心主题引出:(1)内容,(2)设计,(3)可用性,(4)粘性,(5)可读性。我们发现教师观念的变化与他们对OER的认识、态度和实际问题有关。旨在提高开放式教育资源使用的高等教育机构应在课程改革过程中鼓励教师团队就开放式教育资源进行讨论,并为教师的教学需求及其具体教学环境的资源调整提供支持。
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引用次数: 10
Using the community of inquiry framework to support and analyse BYOD implementation in the blended EFL classroom 运用社区探究框架支持和分析混合式英语课堂中BYOD的实施
IF 8.6 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2022-06-01 DOI: 10.1016/j.iheduc.2022.100854
Gary Cheng

Previous research suggested that bring your own device (BYOD) initiatives can potentially promote student engagement in learning and lead to improvements in learning achievement. However, there has been limited studies looking at how to design and implement BYOD to realise its full potential, especially in blended classroom settings. The present study was designed to fill this gap by adapting the community of inquiry (CoI) framework to support and analyse the implementation of BYOD for blended English as Foreign Language (EFL) learning in a Hong Kong university. Findings from lesson videos, course assessments, focus group interviews and student reflection are reported and discussed. This study can contribute to understanding how BYOD could benefit student learning through affording different types of presence in the CoI framework. It can also provide insights into possible ways of using BYOD to promote meaningful learning in the blended classroom.

之前的研究表明,自带设备(BYOD)计划可能会促进学生的学习参与度,并提高学习成绩。然而,关于如何设计和实施BYOD以充分发挥其潜力的研究有限,特别是在混合教室环境中。本研究旨在通过调整探究社区(CoI)框架来支持和分析在香港一所大学混合式英语作为外语(EFL)学习中BYOD的实施,从而填补这一空白。报告和讨论课程视频、课程评估、焦点小组访谈和学生反思的结果。本研究有助于理解BYOD如何通过在CoI框架中提供不同类型的存在而有益于学生的学习。它还可以为在混合课堂中使用BYOD促进有意义学习的可能方法提供见解。
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引用次数: 6
Interdisciplinary differences in hybrid courses: A study in biology & communication 混合课程的跨学科差异:生物学与传播学研究
IF 8.6 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2022-04-01 DOI: 10.1016/j.iheduc.2022.100847
Jennifer Louten , Laura Beth Daws

This study addressed disciplinary differences in hybrid courses using lecture videos to support in-person class discussions. Our results suggested that disciplinary differences existed, students' perceived importance of lecture videos may have had a stronger influence on viewership and audience retention rate than other factors, and procrastination of video consumption correlated with lower exam scores. Building on existing research in hybrid course design, the use of online lectures, and student engagement, our findings suggest that purposeful integration of online videos in the hybrid class should be a consideration of faculty members designing hybrid classes with a heavy reliance on online lectures.

本研究使用课堂视频来支持面对面的课堂讨论,以解决混合课程中的学科差异。我们的研究结果表明,学科差异存在,学生对讲座视频的感知重要性可能比其他因素对收视率和观众保留率的影响更大,视频消费拖延与考试成绩降低相关。基于对混合课程设计、在线讲座的使用和学生参与的现有研究,我们的研究结果表明,在设计严重依赖在线讲座的混合课程时,教师应该考虑有目的地将在线视频整合到混合课程中。
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引用次数: 2
Effects of group awareness tools on students' engagement, performance, and perceptions in online collaborative writing: Intergroup information matters 小组意识工具对学生在线协作写作的参与、表现和认知的影响:小组间信息问题
IF 8.6 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2022-04-01 DOI: 10.1016/j.iheduc.2022.100845
Yu Peng , Yanyan Li , You Su , Kailiang Chen , Shiyan Jiang

Low student engagement is still a problem in online collaborative writing. We integrated two types of awareness information (i.e., intergroup and intragroup information) into a collaborative writing platform to enhance student engagement. A quasi-experiment study was conducted to examine the effects of intergroup and intragroup awareness information. The experimental class of 81 students were presented with intergroup information while the control class of 80 students were presented with intragroup information, and these students were required to perform collaborative writing and peer evaluation activities. The Wilcoxon–Mann–Whitney U test revealed that the experimental class had significantly higher behavioral engagement in writing and better academic performance than the control class. Also, the results showed that the students with intergroup awareness information had deeper cognitive thinking and demonstrated more positive emotion than the students with intragroup awareness information in online discussion and peer evaluation. Additionally, this study investigated students' perceptions of the group awareness tool using the Technology Acceptance Model (TAM). This paper concludes with future research directions for supporting collaborative learning.

在网络协作写作中,学生参与度低仍然是一个问题。我们将两种类型的意识信息(即组间信息和组内信息)整合到协作写作平台中,以提高学生的参与度。本研究采用准实验的方法,探讨了群体间和群体内意识信息的影响。实验班81名学生被提供小组间信息,对照组80名学生被提供小组内信息,这些学生被要求进行合作写作和同伴评价活动。Wilcoxon-Mann-Whitney U测试显示,实验组的写作行为参与度显著高于对照组,学习成绩也优于对照组。在网络讨论和同伴评价中,具有组间意识信息的学生比具有组内意识信息的学生有更深的认知思维,表现出更多的积极情绪。此外,本研究使用技术接受模型(TAM)调查了学生对群体意识工具的看法。最后,提出了支持协作学习的未来研究方向。
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引用次数: 12
Initiating and maintaining student-instructor rapport in online classes 在在线课程中建立和维护学生与教师的融洽关系
IF 8.6 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2022-04-01 DOI: 10.1016/j.iheduc.2021.100844
Abraham E. Flanigan, Mete Akcaoglu, Emily Ray

We investigated the behaviors and contextual factors college instructors rely upon to cultivate rapport with students in asynchronous online courses. Nineteen phenomenological interviews revealed that online instructors view rapport-building as a two-pronged process of initiating and subsequently maintaining rapport with students. Findings also indicated that online instructors rely upon different rapport-related strategies and contextual factors to initiate and maintain rapport. During the first weeks of the semester, these instructors rely upon connecting, information sharing, and common grounding behaviors to initiate a sense of rapport from their students. Going forward throughout the semester, these instructors rely upon attentive and courteous behaviors while providing learners with personalized instruction to maintain rapport. Findings from the present study provide insights into how college instructors approach the rapport-building process with students in online learning environments and can be used as a framework for helping college instructors make rapport-related decisions in their online classes.

我们调查了大学教师在异步在线课程中培养与学生融洽关系所依赖的行为和情境因素。19次现象学访谈显示,在线教师将建立关系视为一个双管齐下的过程,即与学生建立和随后保持关系。研究结果还表明,在线教师依靠不同的关系相关策略和情境因素来启动和维持关系。在学期的前几周,这些教师依靠联系、信息共享和共同的接地行为来建立学生之间的融洽感。在整个学期中,这些教师依靠细心和礼貌的行为,同时为学习者提供个性化的指导,以保持融洽的关系。本研究的发现为大学教师如何在在线学习环境中与学生建立融洽关系提供了见解,并可作为帮助大学教师在在线课程中做出与融洽关系相关决策的框架。
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引用次数: 12
Benefits of additional online practice opportunities in higher education 高等教育中额外的在线实践机会的好处
IF 8.6 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2022-04-01 DOI: 10.1016/j.iheduc.2021.100834
Jakob Schwerter , Thomas Dimpfl , Johannes Bleher , Kou Murayama

Are exam grades predetermined by students' prior performance and personal characteristics, or can underperforming students catch up? We evaluate whether additional e-learning practice opportunities improve learning outcomes for a group of undergraduate business students enrolled in a university math course (N = 281). During the semester, students were offered two types of voluntary additional e-learning practice opportunities (some earned extra credit, others did not). These practice opportunities incorporated the study techniques of self-testing and spacing, as well as knowledge of correct responses feedback. After controlling for a large number of personal characteristics, we find that voluntary practice has a statistically significant effect on exam performance, which indicates that practicing leads to better grades. Our results show that students currently performing at any level can improve their learning outcomes through additional practice. Furthermore, the overall effect is most significant for weak students who would otherwise be expected to score low on the exam.

考试成绩是由学生之前的表现和个人特征决定的吗?还是表现不佳的学生可以赶上来?我们评估了额外的电子学习实践机会是否改善了一组参加大学数学课程的商科学本科学生的学习成果(N = 281)。在本学期,学生们获得了两种自愿的额外电子学习实践机会(一些获得额外学分,另一些没有)。这些实践机会结合了自测和间隔的学习技巧,以及正确反应反馈的知识。在控制了大量的个人特征后,我们发现自愿实践对考试成绩有统计学上显著的影响,这表明实践导致更好的成绩。我们的研究结果表明,目前处于任何水平的学生都可以通过额外的练习来提高他们的学习成果。此外,整体效果对成绩差的学生最为显著,否则他们在考试中就会得低分。
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引用次数: 7
Learning analytics in higher education – Stakeholders, strategy and scale 高等教育中的学习分析——利益相关者、策略和规模
IF 8.6 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2022-01-01 DOI: 10.1016/j.iheduc.2021.100833
Dragan Gašević , Yi-Shan Tsai , Hendrik Drachsler
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引用次数: 10
Building a critically transformative community of inquiry in an online undergraduate program 在在线本科课程中建立一个批判性的变革社区
IF 8.6 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2022-01-01 DOI: 10.1016/j.iheduc.2021.100830
Carolyn Brennan , Miriam Packard , Jodi Newman

Higher education can be a powerful tool for advancing social justice. As online programs expand it is imperative that we understand the potential impact of coursework on students' attitudes towards advancing equity and how to increase the potential for positive change in this area.This mixed-methods study examines the impact of online asynchronous coursework designed with the Community of Inquiry Framework (CoI) on early childhood student teachers' beliefs, dispositions, and self-efficacy toward advancing social justice. Phase one analyzed a one-group pretest-posttest survey of student teachers before and at the end of their first year in an online bachelor's degree completion program. Phase two included a case study analysis of course discussions and related content. Findings suggest student self-efficacy and beliefs about social justice shifted over the year. Analysis revealed the role of critical transformative learning practices in supporting student growth. A Critical Transformative Community of Inquiry (CTCoI) model is presented as a framework that enhances the CoI by centering equity in online courses. The CTCoI offers guidance on enacting the CoI through a critical social theory lens and provides practical implications for online course development.

高等教育可以成为促进社会公正的有力工具。随着在线课程的扩展,我们必须了解课程作业对学生对促进公平的态度的潜在影响,以及如何增加这一领域积极变化的潜力。这项混合方法研究考察了用探究社区框架(CoI)设计的在线异步课程对幼儿学生教师的信念、倾向和自我效能对促进社会正义的影响。第一阶段分析了一组学生教师在参加在线学士学位完成课程的第一学年之前和结束时的前测后测调查。第二阶段包括个案研究分析课程讨论和相关内容。研究结果表明,学生的自我效能感和对社会正义的信念在过去一年中发生了变化。分析揭示了批判性变革学习实践在支持学生成长中的作用。关键变革型探究社区(CTCoI)模型作为一个框架提出,通过集中在线课程的公平性来增强CoI。CTCoI通过批判性的社会理论视角为制定CoI提供指导,并为在线课程开发提供实际意义。
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引用次数: 5
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Internet and Higher Education
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