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Eric T. McChesney; Christian D. Schunn; Linda DeAngelo; Erica McGreevy – International Journal of STEM Education, 2025
Background: This study breaks new ground by presenting a new, more sophisticated model of learning engagement that goes beyond the current state of the art embodied in the widely used Affective-Behavioral-Cognitive (ABC) model. This work synthesizes and builds upon neglected lines of research in the structure of affective engagement. It also…
Descriptors: Models, Learner Engagement, Academic Achievement, Affective Behavior
Delianidi, Marina; Diamantaras, Konstantinos – Journal of Educational Data Mining, 2023
Student performance is affected by their knowledge which changes dynamically over time. Therefore, employing recurrent neural networks (RNN), which are known to be very good in dynamic time series prediction, can be a suitable approach for student performance prediction. We propose such a neural network architecture containing two modules: (i) a…
Descriptors: Academic Achievement, Prediction, Cognitive Measurement, Bayesian Statistics
Xiaodong Wei; Lei Wang; Lap-Kei Lee; Ruixue Liu – Journal of Educational Computing Research, 2025
Notwithstanding the growing advantages of incorporating Augmented Reality (AR) in science education, the pedagogical use of AR combined with Pedagogical Agents (PAs) remains underexplored. Additionally, few studies have examined the integration of Generative Artificial Intelligence (GAI) into science education to create GAI-enhanced PAs (GPAs)…
Descriptors: Artificial Intelligence, Technology Uses in Education, Models, Science Education
Rui Xu; Yen Hsu; Xinyan Wang – Psychology in the Schools, 2025
As the repercussions from post-pandemic normative management continue, digital information and communication technologies have become widely integrated into teaching and learning across ages and environments. Most countries prioritize developing student media literacy to equip them for a digitalized society and diverse educational environments.…
Descriptors: Media Literacy, Outcomes of Education, Creativity, Academic Achievement
Helen Burns – Pedagogy, Culture and Society, 2024
This paper presents a theoretical exploration of the relationship between imagination, cognition and metacognition, conceptualised within "emergent models." These models are offered to enable dialogue and tools to understand and support imagination in education practice, through the presence of ever-transforming theory, conceived as…
Descriptors: Imagination, Metacognition, Cognitive Processes, Correlation
Xiangyi Shi – Discover Education, 2025
Over 10 years of the new college entrance examination reform, the flexible subject selection model has posed challenges to Science, Technology, Engineering, and Math (STEM) majors education in Chinese universities. The relaxation of subject requirements has led to diverse knowledge backgrounds among students, resulting in some lacking a solid…
Descriptors: College Entrance Examinations, STEM Education, Foreign Countries, Context Effect
Gyöngyvér Molnár; Ádám Kocsis – Studies in Higher Education, 2024
How important are learning strategies or personal attributes for learning outside of domain-specific knowledge or twenty-first-century transversal skills when predicting academic success in higher education? To address this question, we conducted a longitudinal study among 1,681 students at one of the leading universities in Hungary. Students took…
Descriptors: Academic Achievement, Predictor Variables, Higher Education, Learning Strategies
Zhengyuan Liu – Education and Information Technologies, 2024
This study investigates the differential impacts of various online language assessment models--specifically, the Nonlinear Dynamic Individual-Centered Language Assessment (NDICLA), diagnostic assessment, and formative assessment--on the cognitive load and learning outcomes of English as a Foreign Language (EFL) learners within computer-assisted…
Descriptors: Computer Assisted Testing, Student Evaluation, Models, Second Language Learning
Li, Yangyang; Jiang, Chunlian; Chen, Zengzhao; Fang, Jing; Wang, Chenyang; He, Xiuling – Education and Information Technologies, 2023
This study was conducted to examine peer tutoring models in collaborative learning of mathematical problem solving (MPS) in flipped classrooms and their effect on group achievement. Quantitative data collected include 32 videos of eight groups of students in four MPS periods that were designed based on a simplified version of Polya's four-stage…
Descriptors: Students, Peer Teaching, Tutoring, Models
Li, Hongli; Kim, Min Kyu; Xiong, Yao – American Journal of Distance Education, 2020
Researchers have been interested in classifying massive open online course (MOOC) students based on their learning behaviors. However, less attention has been paid to the cognitive attributes associated with various learning behaviors. In this study, we propose a conceptual model that links MOOC students' observable learning behaviors to their…
Descriptors: Learning Strategies, Cognitive Processes, Student Behavior, Online Courses
George, John H. – Journal of Instructional Pedagogies, 2021
The author was an engineer for 20 years in both development and applications followed by 15 years as adult educator primarily at a Midwestern urban university with under-represented students. Beginning fall 2008 and for the next 7 years, he developed interventions for "underprepared" STEMM (STEM and pre-Medical) students. This freshmen…
Descriptors: STEM Education, Medical Education, Secondary Education, Postsecondary Education
Kell, Harrison J.; Robbins, Steven B.; Su, Rong; Brenneman, Meghan – ETS Research Report Series, 2018
The concept of human capital originated in economics over 200 years ago. The current paper takes a novel approach to human capital by interpreting it from a psychological perspective. We divide human capital into 2 domains: traditional and nontraditional. The traditional domain consists of the constructs that have been historically classified as…
Descriptors: Human Capital, Cognitive Ability, Personality Traits, Vocational Interests
Alrashidi, Oqab; Phan, Huy P.; Ngu, Bing H. – International Education Studies, 2016
Engagement is a prominent theoretical orientation that has received great attention from educators and researchers. This article provides a literature overview of the engagement construct pertaining to its various definitions, dimensions, and major conceptualisations. In addition, the review sheds light on two major approaches to engagement in the…
Descriptors: Learner Engagement, Definitions, Models, Academic Achievement
Katerina Berková; Kristýna Krejcová; Alena Králová; Pavel Krpálek; Katarína Krpálková Krelová; Dana Kolárová – Problems of Education in the 21st Century, 2018
The research deals with the development of cognitive process dimensions in economic education. The aim is to research factors that influence academic achievement of students according to their intellectual level and grades. The researchers used quantitative design of research based on standardized assessment of intelligence and non-standardized…
Descriptors: Models, Cognitive Processes, Secondary School Students, Foreign Countries
Huang, Xiaoxia – Interactive Learning Environments, 2017
Previous research has indicated the disconnect between example-based research focusing on worked examples (WEs) and that focusing on modeling examples. The purpose of this study was to examine and compare the effect of four different types of examples from the two separate lines of research, including standard WEs, erroneous WEs, expert (masterly)…
Descriptors: Teaching Methods, Problem Solving, Academic Achievement, Cognitive Processes