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Xiaoxiao Liu; Okan Bulut; Ying Cui; Yizhu Gao – Journal of Computer Assisted Learning, 2025
Background: Process data captured by computer-based assessments provide valuable insight into respondents' cognitive processes during problem-solving tasks. Although previous studies have utilized process data to analyse behavioural patterns or strategies in problem-solving tasks, the connection between latent cognitive states and their…
Descriptors: Adults, Problem Solving, Markov Processes, Network Analysis
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Mayra Puente – Berkeley Review of Education, 2025
This systematic literature review analyzed the theoretical frameworks and methodological approaches higher education researchers used to examine the intersections between geography and student college choice. The literature review was guided by Critical Race Spatial Analysis, a conceptual framework and methodological approach for studying the…
Descriptors: College Choice, Critical Race Theory, Geography, Network Analysis
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Julie P. Martin; Isabel Miller; Karin J. Jensen; Deepthi E. Suresh – IEEE Transactions on Education, 2025
Contribution: Our work focuses on building research capacity in engineering education research (EER). We operationalize enculturation of novice researchers into the EER community by studying temporal changes in the social networks of engineering faculty participating in a mentorship-based training grant. Background: The U.S. National Science…
Descriptors: Social Networks, Network Analysis, Capacity Building, Teacher Researchers
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Mireia Bolíbar; Julia Martínez-Ariño; Maria Schiller – Field Methods, 2025
We propose a new method for analyzing and visualizing information on a large collection of personal networks to uncover the socio-centric structure of relationships among aggregated actors that we clustered into categories. The network of categories identifies the links between groups of sampled ego actors sharing a given attribute (e.g.,…
Descriptors: Measurement Techniques, Data Analysis, Data Collection, Networks
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Yinying Wang; Joonkil Ahn – Educational Management Administration & Leadership, 2025
School leadership research literature has a large number of widely used constructs. Could fewer constructs bring more clarity? This study evaluates construct content validity, defined as the extent to which a measure's items reflect a theoretical content domain, in school leadership literature. To do so, we reviewed 29 articles that used Teaching…
Descriptors: Network Analysis, Construct Validity, Content Validity, Instructional Leadership
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Wei Xu; Wei-ang Dai – Education and Information Technologies, 2025
Social reading is an interactive reading activity that activates readers to read and discuss through social annotation, facilitates the expression of diverse ideas, and promotes collaborative inquiry and knowledge building. Social reading is a common activity in higher education. However, discussions on how social annotation can be combined with…
Descriptors: Graduate Students, Clubs, Books, Group Discussion
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Kailiang Chen; Juanjuan Chen; Yuwei Sun; Guorui Yan – Journal of Creative Behavior, 2025
Understanding and supporting pre-service teachers' creativity in collaborative instructional design has gained increasing attention. To design novel and effective learning experiences or activities for students, they need to build empathy with students, that is, understanding students' learning needs. This study aimed to (1) explore the patterns…
Descriptors: Preservice Teachers, Empathy, Cognitive Processes, Instructional Design
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Sonsoles Lopez-Pernas; Kamila Misiejuk; Rogers Kaliisa; Mohammed Saqr – IEEE Transactions on Learning Technologies, 2025
Despite the growing use of large language models (LLMs) in educational contexts, there is no evidence on how these can be operationalized by students to generate custom datasets suitable for teaching and learning. Moreover, in the context of network science, little is known about whether LLMs can replicate real-life network properties. This study…
Descriptors: Students, Artificial Intelligence, Man Machine Systems, Interaction
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Jun Oshima; Ritsuko Oshima; Anthony J. Taiki Kawakubo – Journal of Computer Assisted Learning, 2025
Background: This study aimed to develop and test new analytics for knowledge-building practices from the transactive perspective. Based on a literature review, network analysis was identified as a promising analytical tool for these practices. We observed two aspects of network analysis that could be further developed: the multilayers of networks…
Descriptors: Network Analysis, Concept Formation, Learning Processes, Performance
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Shreya Virani; Sonica Rautela – International Journal of Information and Learning Technology, 2025
Purpose: The present study aims to undertake an extensive review of scholarly literature by exploring the intersection of the metaverse and education. Design/methodology/approach: The researchers used the relevant documents from the Scopus database to conduct bibliometric analysis. The data were retrieved from 2010 to February 2024. Citation,…
Descriptors: Social Media, Educational Research, Educational Trends, Computer Mediated Communication
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Megan Duff; Jennifer Zoltners Sherer; Anna Premo; Hanan Perlman – Peabody Journal of Education, 2025
Given their proximity to local problems; deep engagement with educators, students, and other community stakeholders; and emphasis on recognizing systemic factors that produce school-level outcomes, improvement networks and the tools of improvement science offer unique equity affordances. Despite considerable and rapidly shifting environmental…
Descriptors: Educational Development, Regional Characteristics, Administrators, Equal Education
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Addey Camilla – Policy Futures in Education, 2025
How did a network of passionate academics with limited funding but big, comparative, education research ideas lead to an international assessment market? This paper explores the interests, capitals, and power dynamics embedded in the International Large-Scale Assessment (ILSA) market through a network ethnography to understand how the market…
Descriptors: College Faculty, Researchers, International Assessment, Ethnography
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Liz Ebersole; Teresa S. Foulger; Yi Jin; Daniel James Mourlam – British Journal of Educational Technology, 2025
Social media has been shown to be an efficient way to engage in networked participatory scholarship (NPS), which is defined as the use of online social networks to share and further develop scholarship. As leaders in the field, educational technology scholars should be at the forefront of this practice. We used social network analysis (SNA) to…
Descriptors: Social Media, Pedagogical Content Knowledge, Technological Literacy, Scholarship
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Xuqian Chen; Yishan Zhang; Qianyue Dai – Reading and Writing: An Interdisciplinary Journal, 2025
The trend of podcast and audiobook listening is on the rise, thus paving the way for a new, popular learning environment. It is crucial to deliberate on the influence of multiple-text listening comprehension. This research aimed to explore the impact of conceptual network processing on multiple-text comprehension performance from the perspective…
Descriptors: Reading Research, Educational Trends, Audio Books, Nonprint Media
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Elise Cappella; Madeline DeShazer; Christine Park; Jenna Watling Neal; Deinera Exner-Cortens; Julie S. Owens – Grantee Submission, 2025
Coaching can increase elementary school teachers' implementation of evidence-based classroom practices, including equity-centered or culturally responsive practices. However, coaching by personnel external to schools can be expensive and difficult to sustain. Community science principles and social network research suggest the potential of…
Descriptors: Social Networks, Network Analysis, Peer Teaching, Coaching (Performance)
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