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Direct linkFernandes, Filipe Arantes; Rodrigues, Claudia Susie Camargo; Teixeira, Eldanae Nogueira; Werner, Claudia M. L. – IEEE Transactions on Learning Technologies, 2023
Contribution: This secondary study examines the literature on immersive learning frameworks and reviews their state of the art. Frameworks have been categorized according to their purpose. In addition, the elements that compose them were also categorized. Some gaps were identified and proposed as a research roadmap. Background: Immersive…
Descriptors: Educational Technology, Technology Uses in Education, Computer Simulation, Definitions
Joshua Weidlich; Ben Hicks; Hendrik Drachsler – Educational Technology Research and Development, 2024
Researchers tasked with understanding the effects of educational technology innovations face the challenge of providing evidence of causality. Given the complexities of studying learning in authentic contexts interwoven with technological affordances, conducting tightly-controlled randomized experiments is not always feasible nor desirable. Today,…
Descriptors: Educational Research, Educational Technology, Research Design, Structural Equation Models
Kitto, Kirsty; Hicks, Ben; Shum, Simon Buckingham – British Journal of Educational Technology, 2023
An extraordinary amount of data is becoming available in educational settings, collected from a wide range of Educational Technology tools and services. This creates opportunities for using methods from Artificial Intelligence and Learning Analytics (LA) to improve learning and the environments in which it occurs. And yet, analytics results…
Descriptors: Causal Models, Learning Analytics, Educational Theories, Artificial Intelligence
Amal Ibourk; Lauren Wagner; Khadija Zogheib – Journal of Science Education and Technology, 2025
Elementary teachers require support through professional learning activities to enhance their climate change literacy and bolster their self-efficacy for teaching climate change. This study explores methods for supporting in-service elementary teachers' self-efficacy in climate change teaching by examining the impact of professional learning…
Descriptors: Elementary School Teachers, Climate, Pedagogical Content Knowledge, Self Efficacy
Lilibeth Pinili; Porferio Almerino; Janine Joy Tenerife; Samantha Shane Evangelista; Jana Gloria Almerino; Joerabell Lourdes Aro; Vivian Arnaiz; Kaitlin Marie Opingo; Jocelyn Deniega; Helen Revalde; Margie Fulgencio; Honorio Añora; Ann Frances Cabigon; Niña Rozanne Delos Reyes; Fatima Maturan; Nadine May Atibing; Lanndon Ocampo – Open Education Studies, 2024
This study determines the critical success factors of teaching mathematics to special education (SPED) students wherein a list of success factors is identified through a literature survey and analyzes the causal relationships among the identified factors to evaluate the key success factors using the integration of the grey system theory and…
Descriptors: Special Education, Mathematics Education, Mathematics Instruction, Instructional Effectiveness
Sales, Adam C.; Pane, John F. – Journal of Research on Educational Effectiveness, 2021
Randomized evaluations of educational technology produce log data as a bi-product: highly granular data on student and teacher usage. These datasets could shed light on causal mechanisms, effect heterogeneity, or optimal use. However, there are methodological challenges: implementation is not randomized and is only defined for the treatment group,…
Descriptors: Educational Technology, Use Studies, Randomized Controlled Trials, Mathematics Curriculum
Songkram, Noawanit; Chootongchai, Suparoek – Education and Information Technologies, 2020
In today's society, innovation and creativity are needed in many areas, Unfortunately, graduated students miss out on employment opportunities due to a lack of creativity (Bateman 2013). Base on literature review, classroom observation and administrator s' feedback, there are three areas to support student 's creativity: Learner Engagement,…
Descriptors: Educational Technology, Technology Uses in Education, Teaching Methods, Educational Innovation
Download full textPérez, Andrea; Collado, Jesús; del Mar García de los Salmones, María; Herrero, Ángel; San Martín, Héctor – Journal of the Scholarship of Teaching and Learning, 2019
This paper explores a causal model, using Structural Equation Modelling (SEM), in order to understand how the perceived effectiveness of the 'flipped classroom' and students' satisfaction with this technique can be affected by students' engagement in the 'flipped classroom' activities as well as the complexity and task orientation of such…
Descriptors: Instructional Effectiveness, Business Communication, Causal Models, Student Satisfaction
Wiley, Jennifer; Hastings, Peter; Blaum, Dylan; Jaeger, Allison J.; Hughes, Simon; Wallace, Patricia; Griffin, Thomas D.; Britt, M. Anne – International Journal of Artificial Intelligence in Education, 2017
This article describes several approaches to assessing student understanding using written explanations that students generate as part of a multiple-document inquiry activity on a scientific topic (global warming). The current work attempts to capture the causal structure of student explanations as a way to detect the quality of the students'…
Descriptors: Science Instruction, Climate, Ecology, Concept Formation
Lei, Wu; Qing, Fang; Zhou, Jin – International Journal of Distance Education Technologies, 2016
There are usually limited user evaluation of resources on a recommender system, which caused an extremely sparse user rating matrix, and this greatly reduce the accuracy of personalized recommendation, especially for new users or new items. This paper presents a recommendation method based on rating prediction using causal association rules.…
Descriptors: Causal Models, Attribution Theory, Correlation, Evaluation Methods
Kara, Mehmet; Saltan, Fatih – Journal of Education and Training Studies, 2016
There are a limited number of studies about the use of interactive whiteboards (IWBs) in higher education, specifically in teacher education. This study investigated pre-service teachers' perceptions of IWBs. The pre-service teachers involved in the study were studying in nine different teacher training programs. To achieve this goal, a…
Descriptors: Bulletin Boards, Visual Aids, Educational Equipment, Educational Technology
Wu, Hsin-Kai; Wu, Pai-Hsing; Zhang, Wen-Xin; Hsu, Ying-Shao – Science Education, 2013
Drawing upon the literature in computational modeling, multivariable reasoning, and causal attribution, this study aims at characterizing multivariable reasoning practices in computational modeling and revealing the nature of understanding about multivariable causality. We recruited two freshmen, two sophomores, two juniors, two seniors, four…
Descriptors: College Students, Thinking Skills, Logical Thinking, Semi Structured Interviews
Sostrin, Jesse – Performance Improvement, 2011
This article presents a systemic, research-based cause analysis model for use in the field of human performance technology (HPT). The model organizes the most prominent barriers to workplace learning and performance into a conceptual framework that explains and illuminates the architecture of these barriers that exist within the fabric of everyday…
Descriptors: Workplace Learning, Performance Technology, Models, Barriers
Hwang, Gwo-Jen; Kuo, Fan-Ray – Australasian Journal of Educational Technology, 2015
Web-based problem-solving, a compound ability of critical thinking, creative thinking, reasoning thinking and information-searching abilities, has been recognised as an important competence for elementary school students. Some researchers have reported the possible correlations between problem-solving competence and information searching ability;…
Descriptors: Problem Solving, Structural Equation Models, Critical Thinking, Creative Thinking
Al-Ruz, Jamal Abu; Khasawneh, Samer – Educational Technology & Society, 2011
The purpose of this study was to test a model in which technology integration of pre-service teachers was predicted by a number of university-based and school-based factors. Initially, factors affecting technology integration were identified, and a research-based path model was developed to explain causal relationships between these factors. The…
Descriptors: Causal Models, Self Efficacy, Technology Integration, Educational Technology
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