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Yangyang Luo; Xibin Han; Chaoyang Zhang – Asia Pacific Education Review, 2024
Learning outcomes can be predicted with machine learning algorithms that assess students' online behavior data. However, there have been few generalized predictive models for a large number of blended courses in different disciplines and in different cohorts. In this study, we examined learning outcomes in terms of learning data in all of the…
Descriptors: Prediction, Learning Management Systems, Blended Learning, Classification
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Mohd Fazil; Angelica Rísquez; Claire Halpin – Journal of Learning Analytics, 2024
Technology-enhanced learning supported by virtual learning environments (VLEs) facilitates tutors and students. VLE platforms contain a wealth of information that can be used to mine insight regarding students' learning behaviour and relationships between behaviour and academic performance, as well as to model data-driven decision-making. This…
Descriptors: Learning Analytics, Learning Management Systems, Learning Processes, Decision Making
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Kuthe, Alina; Keller, Lars; Körfgen, Annemarie; Stötter, Hans; Oberrauch, Anna; Höferl, Karl-Michael – Journal of Environmental Education, 2019
Under the premise that the young generation of teenagers cannot be considered to be uniform, this study identified groups of teenagers based on their level of climate change awareness. Questionnaires answered by 760 teenagers (13-16 years old) from Germany and Austria were analyzed using a hierarchical cluster analysis. The teenagers were assigned…
Descriptors: Classification, Climate, Environmental Influences, Secondary School Students
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Araújo, Isabel; Faria, Pedro Miguel – International Association for Development of the Information Society, 2020
The evolution of ICT and its adoption in higher education is driving greater interactivity in teaching and learning processes. The teaching/learning paradigm has been changing. Both educational actors, teacher and student, are increasingly adapting to use technologies. This article presents a study that enhances how technologies can be used in the…
Descriptors: Student Attitudes, Integrated Learning Systems, Higher Education, Technology Integration
Las-Vergnas, Olivier – Online Submission, 2016
The purpose of this paper is to present complementary studies focused on the a posteriori effects of school science categorization (SSC) on adults' relationships to scientific knowledge. This interest of this issue is linked to the fact that specificities of the science secondary school diplomas in many countries such as France make many adults…
Descriptors: STEM Education, Secondary School Students, Foreign Countries, Classification
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Pham, Xuan Lam; Nguyen, Thi Huyen; Chen, Gwo Dong – Journal of Educational Computing Research, 2018
In this study, we analyzed usages behaviors of 53,825 active users from 12 countries in a mobile app called "English Practice." The data indicated that the app was used most often in the evening from 8 p.m. to 9 p.m., and especially midweek, with less use at weekends and on Mondays. Learners used the app for about 5 minutes each session…
Descriptors: English (Second Language), Second Language Learning, Second Language Instruction, Computer Software
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Ng, Kelvin H. R.; Hartman, Kevin; Liu, Kai; Khong, Andy W. H. – International Educational Data Mining Society, 2016
During the semester break, 36 second-grade students accessed a set of resources and completed a series of online math activities focused on the application of the model method for arithmetic in two contexts 1) addition/subtraction and 2) multiplication/division. The learning environment first modeled and then supported the use of a scripted series…
Descriptors: Word Problems (Mathematics), Mathematics Instruction, Arithmetic, Problem Solving
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Gregoriadis, Athanasios; Grammatikopoulos, Vasilis – Early Child Development and Care, 2014
The purpose of this study was to examine kindergarten teachers' and children's perceptions of their relationships following a person-centred approach, and to describe patterns of relationships between them. 67 Kindergarten teachers and 403 children completed two measures designed to explore their perceptions of their relations. Four patterns of…
Descriptors: Early Childhood Education, Teacher Student Relationship, Preschool Teachers, Preschool Children
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McMullen, Jake A.; Veermans, Koen; Laine, Kaarina – Scandinavian Journal of Educational Research, 2014
Despite the recent technical and theoretical advances in the investigation of children's social relations, the inherent complexity of these methods may prevent their easy integration into the classroom. A simple and effective tool can be valuable for teachers who wish to investigate students' social realities in the classroom. Therefore, the…
Descriptors: Sociometric Techniques, Classroom Techniques, Evaluation Methods, Evaluation Research
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Zhukov, Katie – Psychology of Music, 2013
This study examined verbal and non-verbal teacher/student interpersonal interactions in higher education instrumental music lessons. Twenty-four lessons were videotaped and teacher/student behaviours were analysed using a researcher-designed instrument. The findings indicate predominance of student and teacher joke among the verbal behaviours with…
Descriptors: Interpersonal Relationship, Music Education, Teacher Student Relationship, Nonverbal Communication
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Suranyi, Zsuzsanna; Hitchcock, David B.; Hittner, James B.; Vargha, Andras; Urban, Robert – International Journal of Behavioral Development, 2013
Previous research on sensation seeking (SS) was dominated by a variable-oriented approach indicating that SS level has a linear relation with a host of problem behaviors. Our aim was to provide a person-oriented methodology--a probabilistic clustering--that enables examination of both inter- and intra-individual differences in not only the level,…
Descriptors: Personality Traits, Behavior Problems, Conceptual Tempo, Individual Differences
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Lundstrom, Sebastian; Haworth, Claire M. A.; Carlstrom, Eva; Gillberg, Christopher; Mill, Jonathan; Rastam, Maria; Hultman, Christina M.; Ronald, Angelica; Anckarsater, Henrik; Plomin, Robert; Lichtenstein, Paul; Reichenberg, Abraham – Journal of Child Psychology and Psychiatry, 2010
Background: Despite extensive efforts, the causes of autism remain unknown. Advancing paternal age has been associated with various neurodevelopmental disorders. We aim to investigate three unresolved questions: (a) What is the association between paternal age and autism spectrum disorders (ASD)?; (b) Does paternal age moderate the genetic and…
Descriptors: Twins, Autism, Genetics, Foreign Countries
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Beukelaar, L. J.; Kroonenberg, P. M. – British Journal of Psychology, 1983
Investigated hand preference using a questionnaire. Respondents were divided into: right-handers (N=523), left-handers (N=412), and impossible to classify (N=42). Items were subjected to a cluster analysis. Results show a clear grouping of items for left-handers and a vaguely similar grouping for right-handers, characterized by the muscle groups…
Descriptors: Adults, Behavior Patterns, Classification, Foreign Countries
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Sagiv, Lilach – Journal of Career Assessment, 1999
A taxonomy of decision behavior styles (independence/dependence, active/passive, insightful/not) tested with 372 career counseling clients was supported by similar structure analysis and confirmatory factor analysis. Counselors were more likely to be satisfied with decisions of clients they perceived to be insightful. (SK)
Descriptors: Behavior Patterns, Career Counseling, Classification, Decision Making
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Ryan, David Patrick; And Others – Gerontologist, 1988
Nurses in long-term care facilities indicated that about 30 percent of residents presented noise-making behavior. From descriptions, typology of noise-making was identified: purposeless and perseverative noise-making, noise-making in response to environment, noise-making to elicit response from environment, "chatterbox" noise-making,…
Descriptors: Behavior Patterns, Behavior Problems, Classification, Foreign Countries
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