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Exploring the relationship between learning sentiments and cognitive processing in online collaborative learning: A network analytic approach 网络分析方法探讨在线协作学习中学习情绪与认知加工的关系
IF 8.6 1区 教育学
Internet and Higher Education Pub Date : 2022-10-01 DOI: 10.1016/j.iheduc.2022.100875
Jun-min Ye , Jin Zhou
{"title":"Exploring the relationship between learning sentiments and cognitive processing in online collaborative learning: A network analytic approach","authors":"Jun-min Ye ,&nbsp;Jin Zhou","doi":"10.1016/j.iheduc.2022.100875","DOIUrl":"10.1016/j.iheduc.2022.100875","url":null,"abstract":"<div><p>Evidence suggests that learning sentiments are inextricably related to cognitive processing<span>, and the exploration of the relationship remains to be an important research topic. This study collected discourse data from 40 college students in online collaborative learning activities. Epistemic network analysis (ENA) was employed to explore the connection between learning sentiments and cognitive processing and compare the ENA network characteristics of the higher- and lower-engagement groups. The results indicated that there was a joint connection between understand-analyze-neutral, and insightful sentiments had more association with neutral sentiments and understanding. Besides, distinctions existed between higher- and lower-engagement groups with respect to the association between learning sentiments and cognitive processing. The higher-engagement group had stronger associations around positive and confused sentiments, while the lower-engagement group had stronger associations around off-topic discussion. The findings of this research may serve as a reference for designing and implementing collaborative learning activities to increase cognitive levels.</span></p></div>","PeriodicalId":48186,"journal":{"name":"Internet and Higher Education","volume":"55 ","pages":"Article 100875"},"PeriodicalIF":8.6,"publicationDate":"2022-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90520975","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
The role of multi-attributional student diversity in computer-supported collaborative learning 多归因学生多样性在计算机支持协作学习中的作用
IF 8.6 1区 教育学
Internet and Higher Education Pub Date : 2022-10-01 DOI: 10.1016/j.iheduc.2022.100868
Jan-Bennet Voltmer , Natalia Reich-Stiebert , Jennifer Raimann , Stefan Stürmer
{"title":"The role of multi-attributional student diversity in computer-supported collaborative learning","authors":"Jan-Bennet Voltmer ,&nbsp;Natalia Reich-Stiebert ,&nbsp;Jennifer Raimann ,&nbsp;Stefan Stürmer","doi":"10.1016/j.iheduc.2022.100868","DOIUrl":"10.1016/j.iheduc.2022.100868","url":null,"abstract":"<div><p>Many online learning contexts are characterized by both high levels of student diversity on socio-demographic attributes (e.g., gender, first language) as well as task-related attributes (e.g., prior online-learning experiences, prior degrees). This longitudinal study investigated the relationships of multi-attributional diversity with CSCL processes and outcomes in a cohort of 1525 distance education freshmen randomly allocated to 343 groups over the course of a nine-week CSCL assignment. Group-level path analyses revealed that, if not explicitly managed, higher multi-attributional socio-demographic diversity was negatively related to the groups' structural integration (computed from digital data). Lower structural integration, in turn, was positively related to lower task-related collaboration time among students and, ultimately, a poorer grading of the groups' work by independent tutors. Moderation analyses further indicated that high task-related diversity operated as an amplifier of the negative relationship of high socio-demographic diversity with structural integration pointing to a risk constellation that requires active intervention.</p></div>","PeriodicalId":48186,"journal":{"name":"Internet and Higher Education","volume":"55 ","pages":"Article 100868"},"PeriodicalIF":8.6,"publicationDate":"2022-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1096751622000240/pdfft?md5=1df7d09feb688c30315c9b39bafd7d30&pid=1-s2.0-S1096751622000240-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81455311","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Pseudonymous academics: Authentic tales from the Twitter trenches 匿名学者:来自Twitter战壕的真实故事
IF 8.6 1区 教育学
Internet and Higher Education Pub Date : 2022-10-01 DOI: 10.1016/j.iheduc.2022.100870
David E. Williams , Spencer P. Greenhalgh
{"title":"Pseudonymous academics: Authentic tales from the Twitter trenches","authors":"David E. Williams ,&nbsp;Spencer P. Greenhalgh","doi":"10.1016/j.iheduc.2022.100870","DOIUrl":"10.1016/j.iheduc.2022.100870","url":null,"abstract":"<div><p>Academics' use of social media platforms is widely recognized and often understood as an extension of traditional academic practice. However, this understanding does not account for academics' use of pseudonymous Twitter accounts. We used a combination of computational and human-driven methods to examine the activity of 59 anonymized, self-identified academics on Twitter. Our computational analysis identified five broad topics: discussing academic life, discussing British news and affairs, discussing everyday life, surviving lockdown, and engaging with academic Twitter. Within these broad topics, we identified 24 more specific codes, most of which were concentrated in individual topics, with some cross-cutting codes. These codes demonstrate how the pseudonymous accounts considered in this study can be considered “authentically academic” even if they do not conform with widespread expectations of academic social media use.</p></div>","PeriodicalId":48186,"journal":{"name":"Internet and Higher Education","volume":"55 ","pages":"Article 100870"},"PeriodicalIF":8.6,"publicationDate":"2022-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86916599","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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: 1
The impacts of scaffolding socially shared regulation on teamwork in an online project-based course 脚手架式社会共享规则对网络项目课程团队合作的影响
IF 8.6 1区 教育学
Internet and Higher Education Pub Date : 2022-10-01 DOI: 10.1016/j.iheduc.2022.100877
Catalina Cortázar , Miguel Nussbaum , Carlos Alario-Hoyos , Julián Goñi , Danilo Alvares
{"title":"The impacts of scaffolding socially shared regulation on teamwork in an online project-based course","authors":"Catalina Cortázar ,&nbsp;Miguel Nussbaum ,&nbsp;Carlos Alario-Hoyos ,&nbsp;Julián Goñi ,&nbsp;Danilo Alvares","doi":"10.1016/j.iheduc.2022.100877","DOIUrl":"10.1016/j.iheduc.2022.100877","url":null,"abstract":"<div><p>Employers now consider teamwork one of the essential skills for students to acquire during their academic life. However, COVID-19 has accelerated the transition towards online learning, affecting how we work in teams. This study looked at how scaffolding socially shared regulation of learning can influence teamwork in an online, project-based course. Intra-group peer assessment was used to analyze three variables during a first-year engineering course. By following the proposed scaffolding, students found an optimum balance in their contribution to team meetings. They also managed to establish a positive working environment earlier in the semester. This study contributes to the field by showing that scaffolding socially shared regulation in an online, project-based course allows for an interplay between collaboration during class and cooperation outside of it. This interplay ultimately leads teams to achieve better results on their final project.</p></div>","PeriodicalId":48186,"journal":{"name":"Internet and Higher Education","volume":"55 ","pages":"Article 100877"},"PeriodicalIF":8.6,"publicationDate":"2022-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89450802","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Individual versus collaborative note-taking: Results of a quasi-experimental study on student note completeness, test performance, and academic writing 个人笔记与合作笔记:学生笔记完整性、考试成绩和学术写作的准实验研究结果
IF 8.6 1区 教育学
Internet and Higher Education Pub Date : 2022-10-01 DOI: 10.1016/j.iheduc.2022.100873
Matthew Courtney , Jamie Costley , Matthew Baldwin , Kyungmee Lee , Mik Fanguy
{"title":"Individual versus collaborative note-taking: Results of a quasi-experimental study on student note completeness, test performance, and academic writing","authors":"Matthew Courtney ,&nbsp;Jamie Costley ,&nbsp;Matthew Baldwin ,&nbsp;Kyungmee Lee ,&nbsp;Mik Fanguy","doi":"10.1016/j.iheduc.2022.100873","DOIUrl":"10.1016/j.iheduc.2022.100873","url":null,"abstract":"<div><p>There is research showing benefits to both collaboration and note-taking, but a lack of research into how they may both work together in an online context. More specifically, there is a gap in the research looking at how collaborative note-taking and individual note-taking can be compared when considering the quality of the notes taken, and how note-quality can impact student performance. The present study looks at the online note-taking behavior and performance of 186 graduate students studying at a Korean university. The results indicate that students who collaborate perform better than individual note-takers on measures of recall of course content, but that individual note-takers perform better on tasks focused on academic writing. Furthermore, the findings suggest that note-quality has no effect on collaborative note-takers' recall of course content, and a slight negative impact on their writing, while individual note-takers benefit from higher quality notes for both recall and writing.</p></div>","PeriodicalId":48186,"journal":{"name":"Internet and Higher Education","volume":"55 ","pages":"Article 100873"},"PeriodicalIF":8.6,"publicationDate":"2022-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S109675162200029X/pdfft?md5=218af55c63d1556c954b28fccee03601&pid=1-s2.0-S109675162200029X-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74865736","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
How am I going and where to next? Elaborated online feedback improves university students' self-regulated learning and performance 我要怎么做,下一步要去哪里?精心设计的在线反馈提高了大学生的自主学习和绩效
IF 8.6 1区 教育学
Internet and Higher Education Pub Date : 2022-10-01 DOI: 10.1016/j.iheduc.2022.100872
Maria Theobald , Henrik Bellhäuser
{"title":"How am I going and where to next? Elaborated online feedback improves university students' self-regulated learning and performance","authors":"Maria Theobald ,&nbsp;Henrik Bellhäuser","doi":"10.1016/j.iheduc.2022.100872","DOIUrl":"10.1016/j.iheduc.2022.100872","url":null,"abstract":"<div><p><span>The goal of this study was to examine the effects of adaptive online feedback on self-regulated learning, motivation, and achievement. University students (</span><em>N</em><span> = 257) participated in an experimental field study with an intensive longitudinal design (daily assessment over 30 days). The experiment included a between-subject and a within-subject manipulation. The target of the feedback intervention was varied between subjects: Students either received (1) feedback on metacognitive aspects, (2) feedback on motivational aspects, (3) feedback on metacognitive and motivational aspects, (4) or no feedback. Within the three feedback groups, we additionally varied feedback content from day to day within-subjects. Students either received (1) informative feedback on self-regulated learning (2) directive feedback including only a strategy suggestion, (3) transformative feedback including feedback on self-regulated learning and a strategy suggestion, (4) or – on some days – no feedback. Results revealed that informative, directive, and transformative informative feedback reduced students' procrastination and improved daily self-monitoring, adherence to time schedules, and goal achievement compared to receiving no feedback. Informative and transformative feedback additionally improved planning strategies and concentration. Motivation and self-efficacy were unaffected by any kind of feedback. The positive effects of the intervention were most pronounced when students received feedback on metacognitive and motivational aspects. Moreover, students in the feedback groups achieved better grades in the examinations compared students in the control group. Together, results indicate that the feedback intervention effectively improved students' self-regulated learning and achievement. We discuss differential effectiveness of the feedback depending on feedback content.</span></p></div>","PeriodicalId":48186,"journal":{"name":"Internet and Higher Education","volume":"55 ","pages":"Article 100872"},"PeriodicalIF":8.6,"publicationDate":"2022-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80647206","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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: 10
Social presence and teacher involvement: The link with expectancy, task value, and engagement 社会存在与教师参与:与期望、任务价值和参与的联系
IF 8.6 1区 教育学
Internet and Higher Education Pub Date : 2022-10-01 DOI: 10.1016/j.iheduc.2022.100869
Ordene V. Edwards, Gita Taasoobshirazi
{"title":"Social presence and teacher involvement: The link with expectancy, task value, and engagement","authors":"Ordene V. Edwards,&nbsp;Gita Taasoobshirazi","doi":"10.1016/j.iheduc.2022.100869","DOIUrl":"10.1016/j.iheduc.2022.100869","url":null,"abstract":"<div><p>Students' social experiences are critical to their academic success, including determining their motivation and engagement. However, little is known about how various social factors, including social presence and teacher involvement, relate to expectancy, task value, and facets of engagement in online learning. Using path modeling to analyze the survey responses of 122 college students, we examined the relations among social presence, teacher involvement, expectancy, task value, and cognitive and behavioral engagement guided by the situated expectancy-value theory. We discovered that social presence predicted expectancy, task value, and behavioral engagement, and task value impacted cognitive engagement. We found a mediating effect of expectancy-to-task value in the link between social presence and cognitive engagement. Overall, the predictive influence of expectancy on task value was critical in the model. Interestingly, teacher involvement did not play a role. These findings confirm the significance of online social features to motivation and engagement and further highlight the value of motivation for online learning success. Therefore, it is important to design online learning environments whereby students feel socially connected and motivated.</p></div>","PeriodicalId":48186,"journal":{"name":"Internet and Higher Education","volume":"55 ","pages":"Article 100869"},"PeriodicalIF":8.6,"publicationDate":"2022-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82748634","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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: 3
Identity Artifacts: Resources that facilitate transforming participation in blended learning communities 身份工件:在混合学习社区中促进转变参与的资源
IF 8.6 1区 教育学
Internet and Higher Education Pub Date : 2022-06-01 DOI: 10.1016/j.iheduc.2022.100846
Yotam Hod, Michal Dvir
{"title":"Identity Artifacts: Resources that facilitate transforming participation in blended learning communities","authors":"Yotam Hod,&nbsp;Michal Dvir","doi":"10.1016/j.iheduc.2022.100846","DOIUrl":"10.1016/j.iheduc.2022.100846","url":null,"abstract":"<div><p>This study builds on views of identity as jointly accomplished stories about people expressed through interpersonal relations as they participate in learning communities. Specifically, we suggest a framework that introduces the notion of identity artifacts – Shared resources in the public sphere about participants' lives. We analyzed a blended, humanistic learning community in a graduate setting that included specially designed person-centered activities to facilitate closer interpersonal relationships. We found 2640 identity artifacts, collected from 14 participants, which were organized into a five-staged framework. We use these to describe the role the artifacts played in the transforming participation of the students in the community. We include an extended example of a student to elucidate how this process occurs. This research advances our understanding of the connection between people's interpersonal relations and their learning practices, and suggests an approach to online pedagogies in higher education that can foster robust learning communities</p></div>","PeriodicalId":48186,"journal":{"name":"Internet and Higher Education","volume":"54 ","pages":"Article 100846"},"PeriodicalIF":8.6,"publicationDate":"2022-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76556085","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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: 3
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
Internet and Higher Education Pub Date : 2022-06-01 DOI: 10.1016/j.iheduc.2022.100855
Dan Ye , Svoboda Pennisi
{"title":"Using trace data to enhance Students' self-regulation: A learning analytics perspective","authors":"Dan Ye ,&nbsp;Svoboda Pennisi","doi":"10.1016/j.iheduc.2022.100855","DOIUrl":"10.1016/j.iheduc.2022.100855","url":null,"abstract":"<div><p>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.</p></div>","PeriodicalId":48186,"journal":{"name":"Internet and Higher Education","volume":"54 ","pages":"Article 100855"},"PeriodicalIF":8.6,"publicationDate":"2022-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91113146","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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: 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
Internet and Higher Education Pub Date : 2022-06-01 DOI: 10.1016/j.iheduc.2022.100856
Heeok Heo , Curtis J. Bonk , Min Young Doo
{"title":"Influences of depression, self-efficacy, and resource management on learning engagement in blended learning during COVID-19","authors":"Heeok Heo ,&nbsp;Curtis J. Bonk ,&nbsp;Min Young Doo","doi":"10.1016/j.iheduc.2022.100856","DOIUrl":"10.1016/j.iheduc.2022.100856","url":null,"abstract":"<div><p>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.</p></div>","PeriodicalId":48186,"journal":{"name":"Internet and Higher Education","volume":"54 ","pages":"Article 100856"},"PeriodicalIF":8.6,"publicationDate":"2022-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1096751622000124/pdfft?md5=b53a65e64f14413776fb71ea000b6206&pid=1-s2.0-S1096751622000124-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88904513","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 23
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