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Jing Chen; Bei Fang; Hao Zhang; Xia Xue – Interactive Learning Environments, 2024
High dropout rate exists universally in massive open online courses (MOOCs) due to the separation of teachers and learners in space and time. Dropout prediction using the machine learning method is an extremely important prerequisite to identify potential at-risk learners to improve learning. It has attracted much attention and there have emerged…
Descriptors: MOOCs, Potential Dropouts, Prediction, Artificial Intelligence
Kimberly L. Henry; Linda R. Stanley; Randall C. Swaim – Prevention Science, 2024
Reservation-dwelling American Indian adolescents are at exceedingly high risk for cannabis use. Prevention initiatives to delay the onset and escalation of use are needed. The risk and promotive factors approach to substance use prevention is a well-established framework for identifying the timing and targets for prevention initiatives. This study…
Descriptors: Risk, Marijuana, Drug Use, American Indians
Gabriele Morganti; Alexandra Lascu; Gennaro Apollaro; Laura Pantanella; Mario Esposito; Alberto Grossi; Bruno Ruscello – Sport, Education and Society, 2024
Talent identification and development systems (TIDS) adopt a deterministic perspective (i.e. athletes' future state/performances can be predicted by observations of their initial state/performance), which encourages early identification and specialisation in sport. In this framework, the main aim of sport systems is to enhance predictability and…
Descriptors: Talent Identification, Talent Development, Athletics, Athletes
Geena Taite – ProQuest LLC, 2024
Modeling with mathematics (MP4) is a mathematical practice standard that can be used to engage students in mathematical content standards as well as additional mathematical practice standards. Research has shown the benefits of mathematical modeling (e.g., Aguirre et al., 2019; Cirillo et al., 2016a), but also the challenges teachers can face…
Descriptors: Mathematical Models, Faculty Development, Mathematics Instruction, Program Design
Conceptual and Applied Changes in the Approach to Well-Being at School--Systematic Literature Review
Katalin Borbáth; Attila Czabaji Horváth – Journal of Educational Sciences, 2024
This paper attempted to outline the interdisciplinary and broad path of well-being until it became a goal in the Learning Compass. The work paid special attention to positive psychology because they agreed that its insights need to be translated into positive pedagogy for the well-being of learners. So, it offers a collection and comparison of the…
Descriptors: Well Being, Interdisciplinary Approach, Skill Development, Mental Health
Caleb Or – OTESSA Journal, 2024
This study uses one-step meta-analytic structural equation modelling to delve into the technology acceptance model's (TAM) application within education, assessing perceived usefulness, ease of use, intentions to use, and actual technology use. It synthesises previous findings to validate the TAM's effectiveness and uncover the model's predictive…
Descriptors: Literature Reviews, Meta Analysis, Technology Integration, Educational Technology
Hüseyin Özçinar – International Technology and Education Journal, 2024
This study aims to examine the intellectual structure and development of the organizational learning field between 1990 and 2024. An analysis was performed on the titles and abstracts of 18,735 articles obtained from the Scopus database using dynamic topic modeling (DTM) and network analysis methods. DTM explores the organization and chronological…
Descriptors: Organizational Learning, Network Analysis, Intellectual History, Trend Analysis
Joshua B. Gilbert – Annenberg Institute for School Reform at Brown University, 2024
When analyzing treatment effects on test scores, researchers face many choices and competing guidance for scoring tests and modeling results. This study examines the impact of scoring choices through simulation and an empirical application. Results show that estimates from multiple methods applied to the same data will vary because two-step models…
Descriptors: Scores, Statistical Bias, Statistical Inference, Scoring
Teguh Yuliandri Putra; Vismaia S. Damaianti; Yeti Mulyati; Andoyo Sastromihardjo; Suhartini Sumadi – International Journal of Language Education, 2024
This research aims to determine the effect of the independent learning model assisted by plasticine media as a way to improve students' abilities in basic reading and writing so that it has an impact on elementary school students' phonemic awareness. The method used in this research is an experimental method with a comparison design of one group…
Descriptors: Literacy Education, Alphabets, Scores, Independent Study
Kansizoglu, Hasan Basri; Akdogdu Yildiz, Eda – International Journal of Contemporary Educational Research, 2022
Conceptually, although the effectiveness of communication is generally associated with the development of language skills, studies that model this relationship comprehensively are limited. Based on this, the current study examines the relationship between different linguistic variables (listening skills, attitude towards reading habits, speech…
Descriptors: Correlation, Preservice Teachers, Listening Skills, Self Efficacy
Rodriguez, Jon-Marc G.; Lazenby, Katherine; Scharlott, Leah J.; Hunter, Kevin H.; Becker, Nicole M. – Journal of Chemical Education, 2020
Metamodeling ideas move beyond using a model to solve a problem to consider the nature and purpose of a model, such as reasoning about a model's empirical basis and understanding why and how a model might change or be replaced. Given that chemistry relies heavily on the use of models to describe particulate-level phenomena, developing…
Descriptors: Science Instruction, College Science, Undergraduate Study, Inquiry
Mumbardó-Adam, Cristina; Guàrdia-Olmos, Joan; Giné Giné, Climent – Journal of Applied Research in Intellectual Disabilities, 2020
Self-determination, as a person dispositional characteristic, is indeed influenced by situational characteristics that shape actions across contexts. Research has also reported differences in self-determination as a function of personal factors, but there is a need to integrate this knowledge in a general model aiming to analyse the impact of…
Descriptors: Context Effect, Self Determination, Adolescents, Structural Equation Models
Wetzel, Melissa Mosley; Holyoke, Erica; Alexander, Kerry H.; Dunham, Heather; Collins, Claire – Harvard Education Press, 2023
In "Coaching in Communities," researcher Melissa Mosley Wetzel and her coauthors distill the lessons of an eight-year study into a transformative educator training model, Coaching with CARE (critical and content-focused, appreciative, reflective, and experiential). They demonstrate how effective, contextual teacher training can be a…
Descriptors: Coaching (Performance), Teacher Education, Program Effectiveness, Models
Herfort, Jonas Dreyøe; Tamborg, Andreas Lindenskov; Meier, Florian; Allsopp, Benjamin Brink; Misfeldt, Morten – Educational Studies in Mathematics, 2023
Mathematics education is like many scientific disciplines witnessing an increase in scientific output. Examining and reviewing every paper in an area in detail are time-consuming, making comprehensive reviews a challenging task. Unsupervised machine learning algorithms like topic models have become increasingly popular in recent years. Their…
Descriptors: Mathematics Education, Technology Uses in Education, Artificial Intelligence, Algorithms
Peschl, Markus F. – Learning Organization, 2023
Purpose: The purpose of this paper is to challenge processes of organizational learning and innovation that are based on making use of, extrapolating, or adapting past experiences and knowledge, because such a strategy turns out to be incapable of dealing with the challenges of today's volatile, uncertain, complex and ambiguous environment. As a…
Descriptors: Organizational Learning, Innovation, Models, Learning Processes