November 2024
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5 Reads
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1 Citation
Computers in Human Behavior
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November 2024
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5 Reads
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1 Citation
Computers in Human Behavior
October 2023
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14 Reads
August 2023
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35 Reads
Lecture Notes in Computer Science
Approaching the problem of fake news with media literacy and fake news training, lateral reading training improves the discernment between truthful and fake news. How this improvement is achieved remains to be proven. Assuming that the level of cognitive processing mediates the effect of news literacy training on news evaluation skills, changes in cognitive processing need to be examined. Addressing this gap, this poster paper presents the development of a category system as a content analysis tool, aiming to analyze the cognitive processing level applied to assessing news. The new instrument is tested with data from an information literacy training using the lateral reading training approach in three different training conditions including a control group. Data from N = 179 participants were coded using the proposed category system and analyzed using regression analysis to examine mediation effects between the training groups, cognitive processing level and test scores. The results of this analysis show a mediation effect of cognitive processing level on news evaluation test scores, suggesting that enhancing the cognitive processing may improve the ability to evaluate information. Furthermore, these preliminary results will be supplemented with results from more participants to reach a sample size of N = 344. KeywordsMisinformationInformation Literacy TrainingLevel of Cognitive Processing
August 2023
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9 Reads
Lecture Notes in Computer Science
Technology is often not used profitably to promote teaching and learning processes. Implicit theories influence the use of technology in teaching. So far, these have been insufficiently explored against the background of the ICAP framework. This study addressed this research gap and investigated teachers’ implicit theories of quality use of technology. Semi-structured expert interviews were conducted with N = 12 teachers from different types of secondary schools in Germany. The results show that the use of technology for passive engagement is justified by the format of the technology, the active engagement by the learning outcome, the constructive engagement by information and communication technology (ICT) literacy promotion and the interactive engagement by students’ cooperation. Further research should describe implicit theories by the way learner-centered teaching is implemented with technology.KeywordsTechnology in teachingCognitive activationImplicit theories
July 2023
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55 Reads
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5 Citations
Journal of Media Literacy Education
May 2023
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92 Reads
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2 Citations
The 10th edition of the Technological Ecosystems for Enhancing Multiculturality (TEEM 2022) brings together researchers and postgraduate students interested in combining different aspects of the technology applied to knowledge society development, with particular attention to educational and learning issues. This volume includes contributions related to communication, educational assessment, sustainable development, educational innovation, mechatronics, and learning analytics. Besides, the doctoral consortium papers close the proceedings book from a transversal perspective.Keywordscommunicationeducational assessmentsustainabilityeducational innovationengineeringlearning analyticsdoctoral thesis
May 2023
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19 Reads
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3 Citations
So Far, Little Empirical Research Has Paid Attention to Doctoral Dissertations and Considered the Influence of Academic Culture on Dissertation Writing. The Purpose of the Study Is to Explore Theory Choice in Doctoral Educational Research. In Academic Communities of Practice, Doctoral Dissertations Are Regarded As Cultural and Conceptual Artifacts. To Address the Research Gap, Our Study Focuses On Two Research Questions: (1) Which Learning Theories Do Doctoral Students Choose for Their Educational Research? (2) What Is the Relationship Between Theory Preference and the University’s Research Quality? The Corpus in Our Study Consists of N = 878 Doctoral Dissertations at 88 U.S. Universities. We Examined Text Similarities Between 141 Learning Theories and Dissertations Within and Across Universities. The Results Suggest That Doctoral Researchers at Higher-Level Universities Might Prefer Classic Theories, Whereas Those at Lower-Level Universities Might Prefer Specialized Theories. The Study Makes Headway in Higher Education Research With a Focus On Doctoral Dissertations and Potentially Improving the Quality of Research and Higher Education Institutions.Keywordshigher educationlearning theorieslearning analyticsdoctoral dissertationstext similarity
May 2023
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72 Reads
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8 Citations
Computers in Human Behavior
The pervasive problem of misinformation requires fostering Internet users’ information literacy. Existing interventions raise the question of how the skills enabling the discernment of truthful vs. fake news can be efficiently trained, and which training approaches may be scalable. We conducted a lateral reading training based on cognitive apprenticeship and assessed its effects on N = 312 participants using an online news credibility test. The quantitative, 3 × 2 experimental design included the factors training type (no training vs. cognitive apprenticeship with written instructions vs. cognitive apprenticeship with human trainers) and trainer education (undergraduate freshmen vs. graduate students of education). Overall, we found significant effects of the training type and marginal effects of the trainer education, but no significant differences between cognitive apprenticeship with written instructions and cognitive apprenticeship with human trainers. The training effects pertained mainly to participants’ fake news identification ability, whereas their truthful news evaluation was changed little. In sum, participants’ discernment of truthful vs. fake news was improved. Consequently, lateral reading training based on written instructions appears to be an effective and scalable media education intervention.
January 2023
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34 Reads
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3 Citations
SSRN Electronic Journal
The pervasive problem of misinformation requires fostering Internet users’ information literacy. Existing interventions raise the question how corresponding skills can be efficiently trained and which training approaches may be upscalable. We conducted a lateral reading training based on cognitive apprenticeship and assessed its effects on N = 312 participants using an online news credibility test. The quantitative, 3x2 experimental design included the factors training type (no training vs. written instructions vs. cognitive apprenticeship) and trainer education (freshmen vs. graduate students of education). Overall, we found significant effects of the training type and marginal effects of the trainer education, but no significant differences between the written instructions and the cognitive apprenticeship group. The effects pertained mainly to participants’ fake news evaluation, whereas their truthful news evaluation was hardly influenced. Consequently, lateral reading training based on written instructions appears as an effective and upscalable media education intervention.
November 2022
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151 Reads
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18 Citations
Computers in Human Behavior
Disinformation currently floods the Internet worldwide and likely affects social knowledge building in online communities. Strategic framing in the form of emotional, value, and semantic framing is a common tool fake news producers use to more efficiently disseminate their content, yet these strategies have not been sufficiently examined, even less in relationship with the online dialog initiated by misinformation. In this exploratory study we aim to investigate the most relevant types of strategic framing and their role as predictors of news consumers’ emotions, argumentation, and social knowledge building in the online dialog on a German alternative news site. Employing both manual and automated content analysis, we found significant relationships between framing in posted news articles and the subsequent online dialog. News framing predicted negative emotions in the online discussions and interfered with argumentation and social knowledge building. Conclusions pertain to digital information literacy interventions and further research on news framing.
... In learning threedimensional geometry, students need the ability to visualize and reason spatially, which helps them grasp the material (Ng et al., 2020). Given the rapid development of information and communication technologies, which are rooted in mathematical advancements (Artmann et al., 2023). This study aims to update traditional learning processes by incorporating digital teaching materials based on augmented reality. ...
July 2023
Journal of Media Literacy Education
... The structure of the credibility evaluation was based on our previous study (Kiili et al., 2023), in which students' credibility evaluations loaded into four factors according to the online texts. These four first-order factors further formed two second-order factors: confirming the credibility of more credible online texts and questioning the credibility of less credible online texts (see also Fendt et al., 2023). ...
May 2023
Computers in Human Behavior
... Text analytics can identify emerging topics of difficulty within a course, gauge student sentiment towards specific learning materials, or analyse student responses to better understand their thought processes [41]. • Social Network Analysis: This technique examines the relationships and interactions between students in a learning environment [42,43]. In analysing collaboration patterns and communication networks, educators can identify isolated students who might benefit from additional connections or foster peer-to-peer learning opportunities [44]. ...
May 2023
... LDA is a versatile method that has been used in past studies of textual corpuses, including more restrictive social media platforms such as Facebook and Twitter on which contributions are relatively short, offering sparse data with which to build a model (see Jelodar et al., 2019, for a detailed review). It has likewise been used to identify temporal shifts in longitudinal text corpora (e.g., Stavarache et al., 2015;Weismayer & Pezenka, 2017) as well as other social media data, such as in De Choudhury and De's (2014) study of mental health discourse on Reddit, and it has been applied to other game-related discourse (e.g., Saga & Kunimoto, 2016). Thus, LDA, which has been used to assess longitudinal changes in topic representations, can be applied to social media data including Reddit discussions, and is effective for modeling game-related conversations-all of which are key components of the present project-is well suited to this study. ...
April 2015
... Future research should focus on both fake and real news credibility assessments and use more comprehensive indicators, such as accuracy and sensitivity. 67,91 Fourth, we only included peer-reviewed studies to ensure the quality of the articles; thus, unpublished articles could have been overlooked, increasing the risk of publication bias. Finally, this study lacks attention to specific groups. ...
January 2023
SSRN Electronic Journal
... Research on online learning, the overarching theme of this special issue, has been conducted at least since the early 1990s, and has become increasingly specialized. Our study calls for research on self-regulated learning skills (Kirschner et al., 2006;Nistor, Dascȃlu, & Trȃușan-Matu, 2020;Pedrotti & Nistor, 2019). In this context, an investigation of students' learning strategies (Broadbent & Poon, 2015;Pedrotti & Nistor, 2019) would be of interest. ...
December 2019
Interaction Design and Architecture(s)
... Throughout the COVID-19 pandemic [16], bots spread misinformation about the virus and the vaccines on social media, leading to mob panic, confusion, and even resistance to public health measures. Fake news is often framed in a manner that fosters negativity in social discussions and hinders individuals' ability to consider diverse perspectives, contributing to the formation of 'echo chambers' on social media platforms [17]. Bots also exacerbate cyberbullying by mass-targeting users, leading to serious psychological consequences. ...
November 2022
Computers in Human Behavior
... Information technology faced numerous challenges in delivering digital service education during the COVID-19 pandemic [14]. Throughout the studies reviewed in work, it was consistently recommended and highlighted as a crucial component of proposed solutions for post-COVID-19 education and for maintaining educational co nuity during the pandemic. ...
February 2022
Computers in Human Behavior
... A growing number of studies have used experimental methods to examine the effectiveness of media literacy interventions in combating misinformation, and mixed findings have been reported regarding various misinformation-related outcomes. For example, empirical studies have shown that media literacy interventions decreased belief in misinformation and intention to share misinformation Dame Adjin-Tettey, 2022;Hwang et al., 2021;Scheibenzuber et al., 2021). However, some studies found that exposure to tweets involving a news literacy intervention had little impact on reducing misperceptions about food safety (Vraga et al., 2022a(Vraga et al., , 2022b, whereas other studies showed that digital media literacy interventions increased older adults' ability to discern fake news from real news (Moore & Hancock, 2022). ...
March 2021
Computers in Human Behavior
... In other words, the pandemic, although destructive to education and life more generally in many ways, provided an opportunity to create new conditions for teacher education, including didactic and pedagogical solutions better able to respond to the urgent and important responsibilities allocated to teachers in contemporary Poland, such as supporting the wellbeing and learning trajectories of students from Ukraine. The importance of this unique period of development is highlighted by Hofer et al. (2021): 'The lessons learnt about online teaching and learning in crisis situations should not be forgotten, but kept in mind for other possible crisis situations, and used to develop and improve digital education in normal times' (p. 8). ...
March 2021
Computers in Human Behavior