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Using chatbots to support student goal setting and social presence in fully online activities: learner engagement and perceptions. 使用聊天机器人支持学生在完全在线活动中的目标设定和社交存在:学习者参与和感知。
IF 5.6 2区 教育学 Q1 Social Sciences Pub Date : 2023-01-01 DOI: 10.1007/s12528-022-09338-x
Khe Foon Hew, Weijiao Huang, Jiahui Du, Chengyuan Jia

Although fully online learning is now the 'new normal' in many parts of the world, its implementation is often beset by challenges such as the lack of student self-regulation, and the sense of isolation. In this paper, we explored the use of chatbots to support student goal setting (Study 1) and social presence (Study 2) in online activities. In Study 1, participants in a fully online course were invited to complete a goal setting activity prior to attending class via a goal-setting chatbot. The chatbot engaged participants with five questions developed based on the SMART (specific, measurable, achievable, realistic, and timely) goal setting framework. In Study 2, English-as-Foreign-Language participants in a fully online course were tasked to complete listening practices. The learning buddy chatbot was designed based on the social presence framework (interpersonal communication, open communication, cohesive communication) to guide students through listening exercises. In both Study 1 and 2, we evaluated participants' behavioral engagement by measuring their conversation records with the chatbots, as well as participants' perceived usefulness and ease of use of the chatbots. We also gathered in-depth interview data concerning the participants' perceptions of interacting with the chatbots. Overall, our findings found positive learner experiences with both chatbots with regard to the chatbots' perceived usefulness and perceived ease of use. We also provided suggestions for instructors to apply chatbots in teaching and learning.

尽管在世界许多地方,完全在线学习已成为“新常态”,但它的实施往往受到各种挑战的困扰,如学生缺乏自我监管和孤立感。在本文中,我们探讨了在在线活动中使用聊天机器人来支持学生的目标设定(研究1)和社交存在(研究2)。在研究1中,一个完全在线课程的参与者被邀请在上课前通过目标设定聊天机器人完成一个目标设定活动。聊天机器人根据SMART(具体的、可衡量的、可实现的、现实的、及时的)目标设定框架向参与者提出了五个问题。在研究2中,英语作为外语的参与者在一个完全在线的课程中被要求完成听力练习。基于社交在场框架(人际沟通、开放沟通、内聚沟通)设计学习伙伴聊天机器人,引导学生完成听力练习。在研究1和研究2中,我们通过测量参与者与聊天机器人的对话记录,以及参与者对聊天机器人的有用性和易用性的感知,来评估参与者的行为参与度。我们还收集了关于参与者对与聊天机器人互动的看法的深度访谈数据。总的来说,我们的研究结果发现,在聊天机器人的感知有用性和感知易用性方面,学习者都有积极的学习体验。我们还为教师提供了在教学中应用聊天机器人的建议。
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引用次数: 28
Examining key factors of beginner's continuance intention in blended learning in higher education. 高等教育混合式学习中初学者继续学习意愿的关键因素研究。
IF 5.6 2区 教育学 Q1 Social Sciences Pub Date : 2023-01-01 DOI: 10.1007/s12528-022-09322-5
He Yang, Jin Cai, Harrison Hao Yang, Xiaochen Wang

With the outbreak of the COVID-19 pandemic, blended learning became exceptionally widespread, especially in higher education. As a result, many college students became beginners in this learning method. To identify key factors that impact beginners' continuance intention in blended learning, this study surveyed 1845 first-year college students at a university in central China in the falls of 2020 and 2021 who used blended learning for the first time. Structural equation modeling was employed to verify a model that integrates intrinsic motivation and academic self-efficacy in the Expectation-Confirmation Model of Information System Continuance. The results show that performance expectancy, intrinsic motivation, and satisfaction significantly impact beginners' continuance intention in blended learning. Moreover, performance expectancy, intrinsic motivation, and confirmation significantly impact beginners' continuance intention through mediating variable satisfaction. Academic self-efficacy does not directly impact college students' continuance intention but indirectly impacts their continuance intention through intrinsic motivation. Finally, this study provides suggestions for educators to improve beginners' blended learning experience thus promoting their continuance intention in blended learning.

随着COVID-19大流行的爆发,混合式学习变得异常普遍,特别是在高等教育中。因此,许多大学生成为这种学习方法的初学者。为了确定影响混合式学习初学者继续学习意愿的关键因素,本研究于2020年和2021年秋季对华中地区一所大学1845名首次使用混合式学习的一年级大学生进行了调查。采用结构方程模型对信息系统连续性期望-确认模型中整合了内在动机和学术自我效能感的模型进行验证。结果表明,绩效期望、内在动机和满意度对混合式学习初学者的继续学习意愿有显著影响。此外,绩效期望、内在动机和确认通过中介变量满意度显著影响初学者的继续学习意愿。学业自我效能感并不直接影响大学生的继续意向,而是通过内在动机间接影响大学生的继续意向。最后,本研究为教育工作者提供了改善初学者混合学习体验的建议,从而促进他们在混合学习中的继续意愿。
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引用次数: 15
Flipped classroom: motivational affordances of spherical video-based immersive virtual reality in support of pre-lecture individual learning in pre-service teacher education. 翻转课堂:基于球形视频的沉浸式虚拟现实在职前教师教育中支持课前个人学习的动机启示。
IF 5.6 2区 教育学 Q1 Social Sciences Pub Date : 2023-01-01 DOI: 10.1007/s12528-022-09334-1
Morris Siu-Yung Jong

Flipped classroom (FC) is a "blended" instructional approach that requires students to complete pre-lecture individual learning tasks in preparation for participating in related in-lecture peer learning activities. One of the critical problems of FC has been students' lack of motivation to complete the assigned online pre-lecture tasks prior to attending the corresponding face-to-face lectures. Spherical video-based immersive virtual reality (SV-IVR), which can be produced without costly computing equipment and sophisticated technical expertise, is a technological tool with considerable potential for enhancing teaching and learning. This mixed-methods study was grounded in the instructional motivation theory of ARCS (Attention, Relevance, Confidence and Satisfaction). A total of 188 education students (i.e., pre-service teachers) who were generally knowledgeable about the pedagogical concept of FC evaluated the ARCS motivational affordances of SV-IVR in support of the pre-lecture stage of FC. These students were from teaching majors of (i) language education, (ii) social and humanities education, and (iii) mathematics and science education. The results indicated the participants across the 3 majors positively perceived SV-IVR as having desirable benefits on "A," "R," and "S," but not "C." This research provides new insights into adopting SV-IVR in FC, in particular, shedding light on leveraging this technological tool in pre-service teacher education.

翻转课堂(FC)是一种“混合式”教学方法,要求学生在课前完成个人学习任务,为参与相关的课内同伴学习活动做准备。FC的一个关键问题是学生在参加相应的面对面讲座之前缺乏完成指定的在线课前任务的动力。基于视频的球形沉浸式虚拟现实(SV-IVR)可以在没有昂贵的计算设备和复杂的技术专业知识的情况下生产,是一种具有相当大潜力的技术工具,可以加强教学和学习。本研究以ARCS (Attention, Relevance, Confidence and Satisfaction)教学动机理论为基础。共有188名教育学生(即职前教师),他们对FC的教学概念大致了解,评估了SV-IVR的ARCS动机支持,以支持FC的课前阶段。这些学生分别来自(1)语言教育、(2)社会与人文教育、(3)数学与科学教育的教学专业。结果表明,三个专业的参与者都积极地认为SV-IVR在“A”、“R”和“S”上有可取的好处,但在“c”上没有。本研究为在FC中采用SV-IVR提供了新的见解,特别是在职前教师教育中利用这一技术工具。
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引用次数: 4
Re-thinking the online distance instruction based on students' feedback. 基于学生反馈对网络远程教学的再思考
IF 5.6 2区 教育学 Q1 Social Sciences Pub Date : 2023-01-01 DOI: 10.1007/s12528-022-09332-3
Ivana Simonova, Ludmila Faltynkova, Katerina Kostolanyova, Slavomira Klimszova

During the covid-19 pandemic, schools at all levels were often closed and online distance instruction (ODI) was applied. The main objective of this research was to discover the main didactic features of online distance instruction; and based on the collected data to define didactic recommendations towards improving the quality of the process. Five hypotheses were set that evaluated students' opinions in the areas of teachers' support for learners within ODI, types of sources exploited within ODI, means used for practising and fixing new knowledge within ODI, assessment of learners' performance within ODI, and students' feedback on ODI. In total, 272 respondents from upper secondary and higher education institutions participated in the research. Each respondent described the process of online distance instruction in two courses they selected of 64: (1) in a course that they appreciated, liked, enjoyed, and considered efficient from the point of view of their learning; (2) in a course that caused them discomfort in learning, as it was conducted in a way that did not suit them, and their learning did not bring the expected learning outcomes. Data were collected via a questionnaire; Chí-square test, adjusted residuals, and t test for comparison of means were calculated. Before the research started, teachers were trained in online distance instruction. Therefore, we expected that they will be competent in designing online distance courses and the courses will follow didactic principles. The results discovered significant differences in the frequency of occurrence of observed features in courses that received positive feedback compared to those having negative evaluation. However, some exceptions were detected.

在2019冠状病毒病大流行期间,各级学校经常关闭,并采用在线远程教学(ODI)。本研究的主要目的是发现在线远程教学的主要教学特征;并根据收集到的数据来定义教学建议,以提高过程的质量。设置了五个假设,以评估学生在ODI中教师对学习者的支持、ODI中开发的资源类型、ODI中用于实践和固定新知识的手段、ODI中学习者表现的评估以及学生对ODI的反馈等领域的意见。共有272名来自高中和高等教育机构的受访者参与了这项研究。每位受访者描述了他们在64门课程中选择的两门课程的在线远程教学过程:(1)从学习的角度来看,他们欣赏、喜欢、享受并认为有效的课程;(2)在一门让他们感到不舒服的课程中学习,因为该课程的授课方式不适合他们,他们的学习没有带来预期的学习成果。数据通过问卷收集;计算Chí-square检验、调整残差和均值比较的t检验。在研究开始之前,教师接受了在线远程教学的培训。因此,我们期望他们能够有能力设计在线远程课程,课程将遵循教学原则。结果发现,在接受正面评价的课程中,观察到的特征出现的频率与接受负面评价的课程有显著差异。但是,检测到一些异常。
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引用次数: 2
The relations between self-reported perceptions of learning environment, observational learning strategies, and academic outcome. 自我报告学习环境知觉、观察学习策略与学业成绩的关系。
IF 5.6 2区 教育学 Q1 Social Sciences Pub Date : 2023-01-01 DOI: 10.1007/s12528-022-09333-2
Feifei Han, Robert A Ellis

This study investigated the relations between students' self-reported perceptions of the blended learning environment, their observed online learning strategies, and their academic learning outcomes. The participants were 310 undergraduates enrolled in an introductory course on computer systems in an Australian metropolitan university. A Likert-scale questionnaire was used to examine students' perceptions. The digital traces recorded in a bespoke learning management system were used to detect students' observed online learning strategies. Using the data mining algorithms, including the Hidden Markov Model and an agglomerative hierarchical sequence clustering, four types of online learning strategies were found. The four strategies not only differed in the number of online learning sessions but also showed differences in the proportional distribution with regard to different online learning behaviors. A one-way ANOVA revealed that students adopting different online learning strategies differed significantly on their final course marks. Students who employed intensive theory application strategy achieved the highest whereas those used weak reading and weak theory application scored the lowest. The results of a cross-tabulation showed that the four types of observed online learning strategies were significantly associated with the better and poorer perceptions of the blended learning environment. Specially, amongst students who adopted the intensive theory application strategy, the proportion of students who self-reported better perceptions was significantly higher than those reporting poorer perceptions. In contrast, amongst students using the weak reading and weak theory application strategy, the proportion of students having poorer perceptions was significantly higher than those holding better perceptions.

本研究调查了学生自我报告的混合学习环境感知、他们观察到的在线学习策略和他们的学术学习成果之间的关系。参与者是澳大利亚一所城市大学计算机系统入门课程的310名本科生。使用李克特量表调查学生的认知。记录在定制学习管理系统中的数字痕迹被用来检测学生观察到的在线学习策略。利用隐马尔可夫模型和聚类层次序列聚类等数据挖掘算法,发现了四种在线学习策略。四种策略不仅在在线学习次数上存在差异,而且在不同在线学习行为上的比例分布也存在差异。单因素方差分析显示,采用不同在线学习策略的学生在最终课程成绩上存在显著差异。采用强化理论应用策略的学生得分最高,而采用弱阅读和弱理论应用策略的学生得分最低。交叉表的结果显示,观察到的四种在线学习策略与混合学习环境的好坏感知显著相关。特别是,在采用强化理论应用策略的学生中,自我感觉较好的学生比例显著高于自我感觉较差的学生比例。相比之下,在使用弱阅读和弱理论应用策略的学生中,认知较差的学生比例显著高于认知较好的学生。
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引用次数: 0
Investigating what learners value in marketing MOOCs: a content analysis 调查学习者在市场营销mooc中的价值:内容分析
IF 5.6 2区 教育学 Q1 Social Sciences Pub Date : 2022-12-30 DOI: 10.1007/s12528-022-09347-w
M. Cho, Tianxiao Yang, Zhijuan Niu, Jae Kum Kim
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引用次数: 1
Correction to: An investigation of self-regulated learning in a novel MOOC platform 更正:一项关于新型MOOC平台中自主学习的调查
IF 5.6 2区 教育学 Q1 Social Sciences Pub Date : 2022-12-26 DOI: 10.1007/s12528-022-09346-x
D. Onah, E. Pang, J. Sinclair
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引用次数: 1
Using learning analytics to explore the multifaceted engagement in collaborative learning 使用学习分析来探索协作学习的多方面参与
IF 5.6 2区 教育学 Q1 Social Sciences Pub Date : 2022-12-15 DOI: 10.1007/s12528-022-09343-0
Wanli Xing, Gaoxia Zhu, Okan Arslan, Jaesub Shim, Vitaliy Popov
{"title":"Using learning analytics to explore the multifaceted engagement in collaborative learning","authors":"Wanli Xing, Gaoxia Zhu, Okan Arslan, Jaesub Shim, Vitaliy Popov","doi":"10.1007/s12528-022-09343-0","DOIUrl":"https://doi.org/10.1007/s12528-022-09343-0","url":null,"abstract":"","PeriodicalId":15404,"journal":{"name":"Journal of Computing in Higher Education","volume":null,"pages":null},"PeriodicalIF":5.6,"publicationDate":"2022-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48920652","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Analyzing the effects of instructional strategies on students’ on-task status from aspects of their learning behaviors and cognitive factors 从学习行为和认知因素分析教学策略对学生任务状态的影响
IF 5.6 2区 教育学 Q1 Social Sciences Pub Date : 2022-11-29 DOI: 10.1007/s12528-022-09345-y
Xu Du, Lizhao Zhang, Jui-Long Hung, Hao Li, Hengtao Tang, Miao Dai
{"title":"Analyzing the effects of instructional strategies on students’ on-task status from aspects of their learning behaviors and cognitive factors","authors":"Xu Du, Lizhao Zhang, Jui-Long Hung, Hao Li, Hengtao Tang, Miao Dai","doi":"10.1007/s12528-022-09345-y","DOIUrl":"https://doi.org/10.1007/s12528-022-09345-y","url":null,"abstract":"","PeriodicalId":15404,"journal":{"name":"Journal of Computing in Higher Education","volume":null,"pages":null},"PeriodicalIF":5.6,"publicationDate":"2022-11-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44497223","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Using social media as e-Portfolios to support learning in higher education: a literature analysis. 利用社交媒体作为电子档案袋支持高等教育学习:文献分析。
IF 5.6 2区 教育学 Q1 Social Sciences Pub Date : 2022-11-16 DOI: 10.1007/s12528-022-09344-z
Siew Lee Chang, Muhammad Kamarul Kabilan

Although e-Portfolio is acknowledged as one of the powerful pedagogical practices that enhance learning in higher education (HE), not much is known about the types of social media (SM) utilized as e-Portfolios and the benefits for students. This literature analysis, using directed content analysis, aims to explore the above vacuum. The research questions in this study are: (1) In what ways do the SM as e-Portfolios benefit students in HE? (2) To what extent are the benefits of SM as e-Portfolios comparable to those of conventional e-Portfolios? and (3) What are the drawbacks that practitioners and researchers need to be concerned with? Findings indicate that blogs are the most popular SM used as e-Portfolios to support learning, followed by social networking sites and collaborative projects. The study yields 13 advantages and 12 drawbacks when SM is manipulated as e-Portfolios. These findings conclude that the use of SM as e-Portfolios has a great potential in supporting students' learning and development by providing an environment for them to learn meaningfully from their experiences and engage in critical reflections and dialogues that allow them to gain new knowledge and valuable insights and thus, improve their skills. A pedagogical framework for the planning and implementation of SM as e-Portfolios is suggested based on the findings and aims of the papers that were reviewed.

Supplementary information: The online version contains supplementary material available at 10.1007/s12528-022-09344-z.

尽管电子作品集被公认为是促进高等教育(HE)学习的强大教学实践之一,但人们对用作电子作品集的社交媒体(SM)类型及其对学生的益处却知之甚少。本文献分析采用定向内容分析法,旨在探索上述真空地带。本研究的问题如下(1) 作为电子作品集的社交媒体在哪些方面使高校学生受益?(2) SM 作为电子作品集的好处在多大程度上可与传统电子作品集相媲美? (3) 实践者和研究者需要关注哪些缺点?研究结果表明,博客是最常用的支持学习的电子学习工具,其次是社交网站和协作项目。研究得出了将 SM 用作电子作品集的 13 个优点和 12 个缺点。这些研究结果得出结论,使用 SM 作为电子作品集在支持学生的学习和发展方面有着巨大的潜力,它为学生提供了一个环境,让他们从自己的经历中进行有意义的学习,并参与批判性的反思和对话,从而获得新的知识和有价值的见解,进而提高自己的技能。根据所审查论文的研究结果和目的,提出了规划和实施 SM 作为电子作品集的教学框架:在线版本包含补充材料,可查阅 10.1007/s12528-022-09344-z。
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引用次数: 0
期刊
Journal of Computing in Higher Education
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