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Hyemin Han; Kelsie J. Dawson – Journal of Moral Education, 2024
In the present study, we examined how the perceived attainability and relatability of moral exemplars predicted moral elevation and pleasantness among both adult and college student participants. Data collected from two experiments were analyzed with Bayesian multilevel modeling to explore which factors significantly predicted outcome variables at…
Descriptors: Moral Values, Prediction, Models, Behavior Patterns
Isabella Minderop; Bernd Weiß – International Journal of Social Research Methodology, 2023
Preventing panel members from attriting is a fundamental challenge for panel surveys. Research has shown that response behavior in earlier waves (response or nonresponse) is a good predictor of panelists' response behavior in upcoming waves. However, response behavior can be described in greater detail by considering the time until the response is…
Descriptors: Prediction, Models, Behavior Patterns, Attrition (Research Studies)
Xiaona Xia; Wanxue Qi – Education and Information Technologies, 2024
The full implementation of MOOCs in online education offers new opportunities for integrating multidisciplinary and comprehensive STEM education. It facilitates the alignment between online learning content and learning behaviors. However, it also presents new challenges, such as a high rate of STEM dropouts. Many learners struggle to establish…
Descriptors: Graphs, MOOCs, STEM Education, Learning Processes
das Virgens Chagas, Daniel; Hesketh, Kylie; Downing, Katherine; Mohebbi, Mohammadreza; Barnett, Lisa M. – Journal of Motor Learning and Development, 2023
Background: Understanding how or whether sedentary behavior affects motor competence in young children is important considering that children spend a lot of time sedentary. The aim of this study was to examine whether sedentary behavior predicts motor competence in young children. Methods: A longitudinal study with a total of 372 children aged 3.5…
Descriptors: Young Children, Physical Activity Level, Child Behavior, Psychomotor Skills
Yun Tang; Zhengfan Li; Guoyi Wang; Xiangen Hu – Interactive Learning Environments, 2023
To better understand the self-regulated learning process in online learning environments, this research applied a data mining method, the two-layer hidden Markov model (TL-HMM), to explore the patterns of learning activities. We analyzed 25,818 entries of behavior log data from an intelligent tutoring system. Results indicated that students with…
Descriptors: Electronic Learning, Learning Activities, Self Management, Intelligent Tutoring Systems
Marlijn ter Bekke; Linda Drijvers; Judith Holler – Cognitive Science, 2024
During face-to-face conversation, transitions between speaker turns are incredibly fast. These fast turn exchanges seem to involve next speakers predicting upcoming semantic information, such that next turn planning can begin before a current turn is complete. Given that face-to-face conversation also involves the use of communicative bodily…
Descriptors: Nonverbal Communication, Speech Communication, Time, Prediction
Mäs, Michael; Helbing, Dirk – Sociological Methods & Research, 2020
Many sociological theories make critically different macropredictions when their microassumptions are implemented stochastically rather than deterministically. Deviations from individuals' behavioral patterns described by microtheories can spark cascades that change macrooutcomes, even when deviations are rare and random. With two experiments, we…
Descriptors: Social Theories, Prediction, Behavior Patterns, Sociology
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
Mohammed Jebbari; Bouchaib Cherradi; Soufiane Hamida; Abdelhadi Raihani – Education and Information Technologies, 2024
With the advancements in technology and the growing demand for online education, Virtual Learning Environments (VLEs) have experienced rapid development in recent years. This demand was especially evident during the COVID-19 pandemic. The incorporation of new technologies in VLEs provides new opportunities to better understand the behaviors of…
Descriptors: MOOCs, Algorithms, Computer Simulation, COVID-19
Motie-Shirazi, Mohsen; Zañartu, Matías; Peterson, Sean D.; Mehta, Daryush D.; Hillman, Robert E.; Erath, Byron D. – Journal of Speech, Language, and Hearing Research, 2022
Purpose: The goal of this study was to experimentally evaluate how compensating for the adverse acoustic effects of a posterior glottal opening (PGO) by increasing subglottal pressure and changing supraglottal compression, as have been associated with vocal hyperfunction, influences the risk of vocal fold (VF) trauma. Method: A self-oscillating…
Descriptors: Acoustics, Voice Disorders, Audio Equipment, Human Body
Schütz, Magdalena; Boxhoorn, Sara; Mühlherr, Andreas M.; Mössinger, Hannah; Freitag, Christine M.; Luckhardt, Christina – Journal of Autism and Developmental Disorders, 2023
The ability to infer intentions from observed behavior and predict actions based on this inference, known as intention attribution (IA), has been hypothesized to be impaired in individuals with autism spectrum disorder (ASD). The underlying neural processes, however, have not been conclusively determined. The aim of this study was to examine the…
Descriptors: Diagnostic Tests, Autism Spectrum Disorders, Brain Hemisphere Functions, Cognitive Processes
Margaça, Clara; Hernández Sánchez, Brizeida; Sánchez-García, José Carlos – International Journal of Sustainability in Higher Education, 2022
Purpose: To achieve sustainable development to protect the environment and society, an increasing number of scholars have conducted in-depth research on sustainable and responsible consumption behaviors. The outputs demonstrate that consumers are increasingly concerned and aware of the issues associated with the excessive use of resources. The…
Descriptors: Undergraduate Students, Sustainable Development, Reliability, Measures (Individuals)
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
Ruffman, Ted; Chen, Lisa; Lorimer, Ben; Vanier, Sarah; Edgar, Kate; Scarf, Damian; Taumoepeau, Mele – Developmental Science, 2023
There are two broad views of children's theory of mind. The mentalist view is that it emerges in infancy and is possibly innate. The minimalist view is that it emerges more gradually in childhood and is heavily dependent on learning. According to minimalism, children initially understand behaviors rather than mental states, and they are assisted…
Descriptors: Language Processing, Infants, Language Acquisition, Infant Behavior
Zotow, Ewa; Bisby, James A.; Burgess, Neil – Learning & Memory, 2020
An essential feature of episodic memory is the ability to recall the multiple elements relating to one event from the multitude of elements relating to other, potentially similar events. Hippocampal pattern separation is thought to play a fundamental role in this process, by orthogonalizing the representations of overlapping events during…
Descriptors: Memory, Brain Hemisphere Functions, Interference (Learning), Behavior Patterns