Computers & Education最新文献

{"title":"Personalization in educational gamification: Learners with different trait competitiveness benefit differently from rankings on leaderboards","authors":"Jing Wang ,&nbsp;Shaoying Gong ,&nbsp;Yang Cao ,&nbsp;Xiaorong Guo ,&nbsp;Peiyan Peng","doi":"10.1016/j.compedu.2024.105196","DOIUrl":"10.1016/j.compedu.2024.105196","url":null,"abstract":"<div><div>Leaderboards are among the most prevalent game elements and are widely used in educational gamification. However, most research has primarily compared learning scenarios using leaderboards with those not using leaderboards, ignoring the role of specific components of leaderboards such as rankings. Given that learners’ perceptions of leaderboards depend on their rankings, this study investigated how rankings (high vs. low) and learners’ trait competitiveness (high vs. low) influence learning in educational gamification. Sixty-one high-trait-competitiveness and sixty-two low-trait-competitiveness learners were randomly assigned to either high-ranking or low-ranking conditions. The results revealed the moderating role of trait competitiveness in the relationship between leaderboard rankings and learning. Interestingly, higher rankings were more beneficial in enhancing learning motivation of learners with low trait competitiveness, while lower rankings had more positive effects on performance of those with high trait competitiveness. Additionally, negative emotions mediated the relationship between rankings and learning performance, while the mediating effect of learning motivation was only significant for learners with low trait competitiveness. The implications of these findings for the design of effective gamified learning environments based on learners’ characteristics were discussed.</div></div>","PeriodicalId":10568,"journal":{"name":"Computers & Education","volume":"225 ","pages":"Article 105196"},"PeriodicalIF":8.9,"publicationDate":"2024-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142637367","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}

{"title":"Reducing interpretative ambiguity in an educational environment with ChatGPT","authors":"Francisco Garcia-Varela ,&nbsp;Zvi Bekerman ,&nbsp;Miguel Nussbaum ,&nbsp;Marcelo Mendoza ,&nbsp;Joaquin Montero","doi":"10.1016/j.compedu.2024.105182","DOIUrl":"10.1016/j.compedu.2024.105182","url":null,"abstract":"<div><div>The study posits that both concrete and abstract words are crucial for effective communication, particularly in educational contexts where the interplay between these forms of language intersects with linguistic, cognitive, and social stratification theories. A key challenge is balancing the efficiency of abstract language in conveying complex concepts with the accessibility of concrete language, which enhances student comprehension. Generative languages, with their capacity to manipulate symbols, offer a way to navigate this challenge by facilitating the structured and systematic representation and exploration of abstract concepts within their contexts. The central research question was: “How can generative languages assist educational stakeholders in articulating their ideas and actions more clearly by identifying and refining abstract terms?” To explore this, a protocol in English was developed for ChatGPT-4, featuring structured guidelines and prompts aimed at helping users achieve specific educational goals. In a pilot study involving 13 participants, ChatGPT-4 provided feedback, suggested improvements, and guided users through text interactions. One of the authors observed the participants, took notes on their behavior, and conducted brief post-exercise discussions to gauge their experiences. After the session, participants were asked to reflect on their experience and share their thoughts via email. The process helped participants refine their responses from abstract to more concrete terms, enhancing clarity and engagement with educational content. The ChatGPT-4 protocol effectively bridges the gap between abstract pedagogical theories and practical classroom application, training teachers to use vivid descriptions, relatable scenarios, and tangible examples. This study illustrates how artificial intelligence can successfully integrate teaching principles and learning theories to enhance educational practices.</div></div>","PeriodicalId":10568,"journal":{"name":"Computers & Education","volume":"225 ","pages":"Article 105182"},"PeriodicalIF":8.9,"publicationDate":"2024-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142637368","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}

{"title":"Advancing a Practical Inquiry Model with multi-perspective role-playing to foster critical thinking behavior in e-book reading","authors":"Gloria Yi-Ming Kao ,&nbsp;Hui-Chin Yeh ,&nbsp;Shih-Wen Su ,&nbsp;Xin-Zhi Chiang ,&nbsp;Chuen-Tsai Sun","doi":"10.1016/j.compedu.2024.105185","DOIUrl":"10.1016/j.compedu.2024.105185","url":null,"abstract":"<div><div>In the digital age, where media proliferation challenges traditional reading habits, this study investigated the impact of digital platforms on critical thinking (CT) and reading practices. Some conventional e-books may not sufficiently encourage reflective thinking or foster CT skills due to their linear nature and lack of engaging elements. Employing the Practical Inquiry Model (PIM) within the Community of Inquiry (CoI) framework, this study highlights the integration of multimedia elements and the use of students' selfies to boost engagement and social presence in a digital learning environment. This study introduced selfie role-playing reading, along with group discussions from various perspectives as an innovative pedagogy to enhance cognitive presence within the CoI, ultimately enhancing learners’ CT performance. Using a quasi-experimental design, 63 participants were grouped into single-perspective or multiple-perspective categories by narrative perspective exposure, and then engaged in online story discussions with worksheets. Reading performance was measured through a detailed examination of their CT patterns via behavioral sequential analysis. Results revealed that students in the multi-perspective groups demonstrated superior CT and reflective thinking levels, underscoring the potential of innovative e-book designs in enhancing CT. This study not only validates the importance of diverse narratives and role-playing in CT development, but also pioneers a method for analyzing such skills through behavioral sequence analysis. It signifies a leap in applying the PIM to multimedia e-book reading, offering insights for future educational strategies and CT assessment in the digital era.</div></div>","PeriodicalId":10568,"journal":{"name":"Computers & Education","volume":"225 ","pages":"Article 105185"},"PeriodicalIF":8.9,"publicationDate":"2024-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142637369","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}

{"title":"Development and techniques in learner model in adaptive e-learning system: A systematic review","authors":"Xiyu Wang,&nbsp;Yukiko Maeda,&nbsp;Hua-Hua Chang","doi":"10.1016/j.compedu.2024.105184","DOIUrl":"10.1016/j.compedu.2024.105184","url":null,"abstract":"<div><div>Adaptive e-learning systems (AeLS), which emerged in the late 1990s, offer an alternative to the 'one-size-fits-all' approach by addressing the demand for individualized learning experiences. These systems typically consist of five elements, including a domain model, a media space, an adaptation model, a user interface, and a learner model. Despite the increasing academic interest in this topic and the rapid development of techniques for adaptation over the past decade, there remains a significant gap in reviews that investigate learner characteristics and the techniques used for characteristic identification. To bridge this gap, we conducted a systematic review with a total of 57 studies reported from 2013 to 2023 to provide a comprehensive overview of the current trends in adaptive e-learning system research. While this review may serve as a reference for setting up a learner model as it provides the landscape of techniques utilized in recent studies, our review revealed a scarcity of research on the development of the learner model, particularly the studies that share clear theoretical or empirical justification of the techniques used for adaptation. We recommend incorporating multiple relevant learner characteristics in learner model and providing clear rationales for selecting these characteristics. We also suggest that future research should consider incorporating adaptive assessment more extensively in AeLSs.</div></div>","PeriodicalId":10568,"journal":{"name":"Computers & Education","volume":"225 ","pages":"Article 105184"},"PeriodicalIF":8.9,"publicationDate":"2024-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142637370","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}

{"title":"Innovative ongoing support within a multifaceted computational thinking professional learning program improves teachers’ self-efficacy and classroom practices","authors":"Jiangmei Yuan ,&nbsp;Carla B. Brigandi ,&nbsp;Karen E. Rambo-Hernandez ,&nbsp;Catherine L. Manley","doi":"10.1016/j.compedu.2024.105174","DOIUrl":"10.1016/j.compedu.2024.105174","url":null,"abstract":"<div><div>In-service elementary school teachers need training to teach computational thinking (CT). A common model for CT professional learning programs includes an initial workshop followed by ongoing support. However, little research has examined the efficacy of ongoing support, the most effective types, and its impact on classroom practices. The current study details a multifaceted CT professional learning program with innovative ongoing support to help elementary school teachers implement the Code.org curriculum. It also empirically investigated the impact of the support on teachers' self-efficacy in coding and teaching CT, the effectiveness of each component of the support, and to what extent it affected teachers' classroom practices. Our ongoing support included an additional workshop, grade-level professional learning community (PLC) sessions, instructional videos, and teacher leaders' support. Data included a pre-survey, four post-surveys, lesson observations, a focus group interview, tracking the number of video views, and surveys from PLC participants and teacher leaders. Results indicated that the ongoing support significantly increased teachers' self-efficacy in coding and teaching CT. Regarding the effectiveness of the various components of the ongoing support, the additional workshop significantly increased teachers' self-efficacy in coding and teaching CT. Teachers valued each component of the support, and this support improved teachers’ classroom practices.</div></div>","PeriodicalId":10568,"journal":{"name":"Computers & Education","volume":"225 ","pages":"Article 105174"},"PeriodicalIF":8.9,"publicationDate":"2024-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142662361","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}

{"title":"The effects of online peer-facilitated learning and distributed pair programming on students’ learning","authors":"Chia-Wen Tsai ,&nbsp;Michael Yu-Ching Lin ,&nbsp;Yih-Ping Cheng ,&nbsp;Lan-Yu Lee ,&nbsp;Wen-Li Chyr ,&nbsp;Chih-Hsien Lin ,&nbsp;Jian-Wei Lin ,&nbsp;Meng-Chuan Tsai","doi":"10.1016/j.compedu.2023.104849","DOIUrl":"10.1016/j.compedu.2023.104849","url":null,"abstract":"<div><p>The COVID-19 pandemic has forced universities and schools around the world to adopt online learning. Teachers may wonder if their students can attain satisfactory learning performance in an online learning environment without teachers' on-the-spot attention. In order to develop students' skills in programming, promote their enjoyment of learning and intention to learn to program, the researchers integrated two innovative teaching approaches, using online peer-facilitated learning and distributed pair programming, and investigated the effects of these on students' online learning performance. This study conducted an experiment that included 128 undergraduates from four class sections of Department of Finance. Thus, the experimental design in this research was a 2 (Peer-facilitated learning vs. non-peer-facilitated learning) × 2 (Distributed pair programming vs. non-distributed pair programming) factorial pretest/post-test design. The participants in this research mainly consisted of four classes of students from a non-computer or information department who took a compulsory course on programming design.’ Both quantitative and qualitative data were collected in this study. According to the results, the peer-facilitated learning group exhibited significantly better development of programming skills, enjoyment of learning, and intention to learn, than the non-peer-facilitated learning group. However, expected effects of enhancing the learning of the students in this study who received the distributed pair programming were not found. The design of online pedagogy can be a reference for online educators. The implications of applying online peer-facilitated learning and distributed pair programming to support students’ learning and the design of online programming courses are discussed.</p></div>","PeriodicalId":10568,"journal":{"name":"Computers & Education","volume":"203 ","pages":"Article 104849"},"PeriodicalIF":12.0,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10232937/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9651182","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}

{"title":"From face-to-face to online: Teachers' perceived experiences in online distance teaching during the Covid-19 pandemic","authors":"Yael Sidi,&nbsp;Tamar Shamir-Inbal,&nbsp;Yoram Eshet-Alkalai","doi":"10.1016/j.compedu.2023.104831","DOIUrl":"10.1016/j.compedu.2023.104831","url":null,"abstract":"<div><p>The urgent shift to online distance teaching and learning during the Covid-19 pandemic presented teachers with unique pedagogical, technological, and psychological challenges. The aim of this study was to map the main positive and negative experiences of teachers during this transition, as well as to examine intra- and interpersonal factors that affected teachers' ability to cope effectively with the challenges of online distance teaching. We used a mixed-method approach that combined qualitative (interviews) and quantitative (questionnaires) analyses. The interviews were analyzed using a grounded theory approach, specifically a bottom-up analysis, which led to the identification of five primary categories reflecting teachers' main concerns in online distance teaching (i.e., social, emotional, cognitive, pedagogical, and system support. The two most prominent categories were pedagogy and emotions, illustrating their centrality in teachers' experiences. A regression analysis of the questionnaires' data revealed that the two main variables which predicted both positive and negative experiences in online distance teaching were self-efficacy and teachers' attitudes towards technology integration in teaching. Findings of this study allow formulation of guidelines to promote factors related to positive experiences in online distance teaching.</p></div>","PeriodicalId":10568,"journal":{"name":"Computers & Education","volume":"201 ","pages":"Article 104831"},"PeriodicalIF":12.0,"publicationDate":"2023-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10168189/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9840555","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}

{"title":"High-quality digital distance teaching during COVID-19 school closures: Does familiarity with technology matter?","authors":"Tim Fütterer ,&nbsp;Emely Hoch ,&nbsp;Andreas Lachner ,&nbsp;Katharina Scheiter ,&nbsp;Kathleen Stürmer","doi":"10.1016/j.compedu.2023.104788","DOIUrl":"10.1016/j.compedu.2023.104788","url":null,"abstract":"<div><p>During the COVID-19-related school closures teachers and students were challenged to suddenly switch to digital teaching at a distance. In particular, the challenge was to organize high-quality teaching in which students stay on task. Familiarity with technology may have helped to master the situation. However, only few studies so far have examined the quality of digital distance teaching (e.g., cognitive activation) during school closures and its relation to students' learning (e.g., effort investment). Moreover, systematic research concerning the role of familiarity with technology-enhanced teaching and learning acquired during face-to-face teaching is yet lacking. In our study, we used data from 729 ninth graders to investigate how student-observed learning activities when using technology at a distance were related to students' effort in learning in two subjects (mathematics, German). In addition, we examined whether student-perceived cognitive activation mediated this relation. Finally, the sample provides the unique opportunity to examine the role of familiarity, as some of the classes had been randomly equipped with tablet computers one year before the school closures and thus had the opportunity to gain familiarity with using technology in the classroom. Results from structural equation models showed that student-observed learning activities were associated with students’ learning effort in both subjects. Student-perceived cognitive activation mediated this association. Familiarity with face-to-face technology-enhanced teaching gained before the COVID-19 pandemic appeared to be less important for high-quality digital distance teaching. Thus, infrastructural measures, such as equipping schools with digital devices so that teachers and students can familiarize themselves with technology, do not seem to be decisive for high-quality digital (distance) teaching—at least in the case of short-term change from face-to-face to digital distance teaching, as was necessary during the COVID-19 pandemic.</p></div>","PeriodicalId":10568,"journal":{"name":"Computers & Education","volume":"199 ","pages":"Article 104788"},"PeriodicalIF":12.0,"publicationDate":"2023-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10030464/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9286678","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}

{"title":"The effect of teachers' self- innovativeness on accountability, distance learning self-efficacy, and teaching practices","authors":"Hava E. Vidergor","doi":"10.1016/j.compedu.2023.104777","DOIUrl":"10.1016/j.compedu.2023.104777","url":null,"abstract":"<div><p>During COVID-19 pandemic the teachers were suddenly forced to change their teaching and use distance learning practices, and become innovative in their ways of teaching online. In the current study we sought to understand whether teachers considered themselves innovative and how this affected their distance learning self-efficacy, accountability, and distance learning teaching practices. Two hundred elementary and secondary school teachers from Israel were asked to fill in a questionnaire comprising the four abovementioned components. Findings indicated that it was teachers' self-innovativeness which had significantly influenced their distance learning self-efficacy, accountability, and distance learning teaching practices. Findings indicate that work experience directly affected self-innovativeness, and older, more experienced teachers perceived themselves as more innovative in adopting and using distance learning compared to less experienced ones. The second finding was that professional development affected distance learning teaching practices but had no effect on teachers' self-innovativeness. The study shows that increasing teachers' self-innovativeness may affect their self-efficacy and accountability and lead to better distance learning teaching practices. Therefore, it is suggested to change the focus of professional development programs to promoting teachers' self-innovativeness and encouraging them to create novel and tailored combinations of hybrid learning.</p></div>","PeriodicalId":10568,"journal":{"name":"Computers & Education","volume":"199 ","pages":"Article 104777"},"PeriodicalIF":12.0,"publicationDate":"2023-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9998282/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9650092","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}

{"title":"Interaction during online classes fosters engagement with learning and self-directed study both in the first and second years of the COVID-19 pandemic","authors":"Claudia Gherghel ,&nbsp;Shoko Yasuda ,&nbsp;Yosuke Kita","doi":"10.1016/j.compedu.2023.104795","DOIUrl":"10.1016/j.compedu.2023.104795","url":null,"abstract":"<div><p>Maintaining students’ learning engagement was a challenge in emergency online education during the pandemic. In this study, we investigated the predictors (social interaction) and outcomes (self-directed study) of engagement in online learning during the first and second years of the COVID-19 pandemic. First-year Japanese university students (<em>N</em> = 1167) enrolled in online classes during 2020 and 2021 responded to a questionnaire measuring perceived opportunities for social interaction during online classes, engagement with online learning, and extracurricular self-directed study time. Multi-group path analysis revealed that social interaction during online classes exhibited a positive indirect effect on self-directed study time through emotional and behavioral engagement with online learning. The positive indirect effect was significant in both the first and second years of the pandemic. The results suggest that increasing the number of opportunities for social interaction during online classes may exhibit spillover effects on learning outside the online classroom.</p></div>","PeriodicalId":10568,"journal":{"name":"Computers & Education","volume":"200 ","pages":"Article 104795"},"PeriodicalIF":12.0,"publicationDate":"2023-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10088368/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9693049","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}