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Ming-Chi Tseng – Structural Equation Modeling: A Multidisciplinary Journal, 2024
The primary objective of this investigation is the formulation of random intercept latent profile transition analysis (RI-LPTA). Our simulation investigation suggests that the election between LPTA and RI-LPTA for examination has negligible impact on the estimation of transition probability parameters when the population parameters are generated…
Descriptors: Monte Carlo Methods, Predictor Variables, Research Methodology, Test Bias
Seda Sakar; Sema Tan – Gifted Child Quarterly, 2025
Many articles have been published in gifted education in recent years. This study aims to provide a comprehensive review of the evolution of academic studies in gifted education. In this context, the structural topic modeling (STM) method was used to analyze the topics and trends in the field. STM is a machine learning technique that utilizes…
Descriptors: Gifted Education, Educational Trends, Educational Research, Research Methodology
Priscilla Echeverria – Journal of Transformative Education, 2025
Initial teacher formation is a permanent focus of attention on the part of research, as the value of education for the progress of society is well known. However, given the naturalization of instrumental criteria as common sense acquired in today's society, on occasion, initial teacher formation reproduces a technocratic perspective of education,…
Descriptors: Preservice Teacher Education, Preservice Teachers, Transformative Learning, Role of Education
Bang Quan Zheng; Peter M. Bentler – Structural Equation Modeling: A Multidisciplinary Journal, 2025
This paper aims to advocate for a balanced approach to model fit evaluation in structural equation modeling (SEM). The ongoing debate surrounding chi-square test statistics and fit indices has been characterized by ambiguity and controversy. Despite the acknowledged limitations of relying solely on the chi-square test, its careful application can…
Descriptors: Monte Carlo Methods, Structural Equation Models, Goodness of Fit, Robustness (Statistics)
Andrew Gilbert; Jennifer Suh; Fahima Choudhry – International Journal of Science and Mathematics Education, 2025
This paper details an integrated inquiry-based mathematics and science method course for preservice teachers designed around STEM problem-based learning. It documents how problem-based learning (PBL) activities supported PSTs' envisioning of equitable approaches for diverse children. The overarching research question was: "How did preservice…
Descriptors: Faculty Development, Preservice Teachers, Equal Education, Methods Courses
Linyuan Wang; Arjen de Vetten; Wilfried Admiraal; Roeland van der Rijst – Education and Information Technologies, 2025
In this study, we investigated the relationship between perceived learner control and student engagement in a blended course. Data were collected from 110 s-year bachelor students through weekly questionnaires to gather information about how they perceived their learner control and engagement in various study activities, including reading…
Descriptors: Undergraduate Students, Blended Learning, Teaching Methods, Student Empowerment
Sophie Begon – Journal of Multilingual and Multicultural Development, 2025
For newly arrived students who are d/Deaf and hard-of-hearing (DHH), language acquisition is particularly complex. The spectrum of initial language situations ranges from no first language to multilingual acquisition contexts. In Germany, there are currently no studies that focus on the education of these learners. This prompted an interview study…
Descriptors: Immigrants, Deafness, Hard of Hearing, Second Language Learning
Sam Elkington; Paul Chesterton – Teaching in Higher Education, 2025
Studies reporting flexible assessment strategies and their impact across different modes of study remain limited with little emphasis placed on the role these arrangements play in devising authentic assessment processes. This paper synthesises recent research work depicting flexible design principles and practice strategies for how educators might…
Descriptors: Authentic Learning, Evaluation Methods, Instructional Design, Teaching Methods
Giesselmann, Marco; Schmidt-Catran, Alexander W. – Sociological Methods & Research, 2022
An interaction in a fixed effects (FE) regression is usually specified by demeaning the product term. However, algebraic transformations reveal that this strategy does not yield a within-unit estimator. Instead, the standard FE interaction estimator reflects unit-level differences of the interacted variables. This property allows interactions of a…
Descriptors: Regression (Statistics), Monte Carlo Methods, Correlation, Evaluation Methods
Juebei Chen; Xiangyun Du; Dan Jiang; Aida Guerra; Bente Nørgaard – European Journal of Engineering Education, 2024
The pedagogical development (PD) for educators in higher engineering education is indispensable to the promotion of educational changes and high-quality teaching and learning necessary to train twenty-first century engineering talents. With the expansion of various PD activities in engineering education in recent decades, there is a growing need…
Descriptors: Teaching Methods, Faculty Development, College Faculty, Engineering Education
Xi Lin – Adult Learning, 2024
This qualitative study examines student learning experiences toward a student-developed case study activity for online discussion guided by a three-tier case method model. Forty-five students were recruited from four online adult education courses. Analysis of students' feedback shows that this activity leads to students' positive learning…
Descriptors: Learning Experience, Adults, Adult Education, Adult Learning
Erica Litke; Amber Candela; Melissa Boston; Leslie Dietiker – ZDM: Mathematics Education, 2024
When analyzing instructional quality in mathematics, observational measures can consider domain-specific instructional approaches (e.g., effective teaching of mathematics) and content-focused practices (e.g., effective teaching of a specific mathematical topic). In this study, we analyze lesson videos from secondary algebra classrooms using two…
Descriptors: Educational Quality, Mathematics Instruction, Algebra, Feedback (Response)
Unggi Lee; Yeil Jeong; Junbo Koh; Gyuri Byun; Yunseo Lee; Hyunwoong Lee; Seunmin Eun; Jewoong Moon; Cheolil Lim; Hyeoncheol Kim – Smart Learning Environments, 2024
This preliminary study explores how GPT-4 Vision (GPT-4V) technology can be integrated into teacher analytics through observational assessment, aiming to improve reflective teaching practice. Our study develops a Video-based Automatic Assessment System (VidAAS) powered by GPT-4V. This approach uses Generative Artificial Intelligence (GenAI) to…
Descriptors: Observation, Teaching Methods, Artificial Intelligence, Behavior
LeAnna B. Iddings – Visions of Research in Music Education, 2024
This literature review describes the origin and development of Dalcroze Eurhythmics and the implications of utilizing this approach in the choral rehearsal. This information aims to equip choral directors with knowledge about how Eurhythmics can benefit their pedagogical practices and students' experiences in choir. Émile Jaques-Dalcroze developed…
Descriptors: Singing, Music Education, Teaching Methods, Educational Benefits
Zoltán Kátai; Pálma-Rozália Osztián; David Iclanzan – Education and Information Technologies, 2024
Visual storytelling, particularly through dance choreographies as showcased in previous AlgoRythmics performances, has been effective in communicating relatively straightforward algorithms in an engaging and memorable way. Nevertheless, when addressing complex algorithmic concepts, an approach with greater expressiveness and flexibility becomes…
Descriptors: Algorithms, Story Telling, Methods Courses, Theater Arts