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Cross-Classified Item Response Theory Modeling with an Application to Student Evaluation of Teaching
Sijia Huang; Li Cai – Journal of Educational and Behavioral Statistics, 2024
The cross-classified data structure is ubiquitous in education, psychology, and health outcome sciences. In these areas, assessment instruments that are made up of multiple items are frequently used to measure latent constructs. The presence of both the cross-classified structure and multivariate categorical outcomes leads to the so-called…
Descriptors: Classification, Data Collection, Data Analysis, Item Response Theory
Alison C. Witte – Learning Assistance Review, 2024
This article reports on data collected from a study of 101 students taking a first-year experience course. Using a mapping methodology in an effort to understand what resources students could identify and what relationships they saw between resources, the study showed that resources associated with a specific location or connected with people were…
Descriptors: Undergraduate Students, First Year Seminars, School Orientation, Academic Support Services
Giannis Karagiannakis; Marie-Pascale Noël; Anna Baccaglini-Frank; Cristiano Termine – Discover Education, 2024
By the end of primary school, children are expected to acquire a range of mathematical skills that progressively develop. This study aimed to gain insight into how a large number of numerical and geometrical measures are grouped and whether the structures shift or remain invariant along child's development based on the data obtained from a sample…
Descriptors: Mathematics Skills, Classification, Elementary School Students, Geometry
Soomaiya Hamid; Narmeen Zakaria Bawany – Interactive Learning Environments, 2024
E-learning is the process of sharing knowledge out of the traditional classrooms through different online tools using internet. The availability and use of these tools are not easy for every student. Many institutions gather e-learning feedback to know the problems of students to improve their systems. In e-learning systems, typically a high…
Descriptors: Feedback (Response), Electronic Learning, Automation, Classification
Daniel Corral; Shana K. Carpenter – Cognitive Research: Principles and Implications, 2024
We report six experiments that examine how two essential components of a category-learning paradigm, training and feedback, can be manipulated to maximize learning and transfer of real-world, complex concepts. Some subjects learned through classification and were asked to classify hypothetical experiment scenarios as either true or non-true…
Descriptors: Concept Formation, Teaching Methods, Observational Learning, Classification
Mara Silva Hope; Ana Luisa Muñoz Garcia; Lorena Medina Morales – Journal of Women and Gender in Higher Education, 2024
The number of academic women working in universities has increased significantly in Chile. This article analyzes discourses on gender in the Chilean higher education system coming from academics working as scholars in the educational field in private and public universities in three different regions of the country. Based on a large qualitative…
Descriptors: Foreign Countries, Higher Education, Research Methodology, Classification
Hairunnisa Hussim; Roslinda Rosli; Nurul Aisya Zahira Mohd Nor; Siti Mistima Maat; Muhammad Sofwan Mahmud; Zanaton Iksan; Azmin Sham Rambely; Siti Nurdiyana Mahmud; Lilia Halim; Kamisah Osman; Ah Nam Lay – European Journal of STEM Education, 2024
Student learning outside the formal classroom is inextricably linked to informal learning environments. In many countries, most activities that employ informal learning prioritize the integration of science, technology, engineering, and mathematics (STEM) disciplines and have shown a positive impact on increasing students' interest, self-efficacy,…
Descriptors: Informal Education, Summer Programs, Camps, Search Strategies
Sami Mahajna; Ayman Agbaria; Mohanad Mustafa – Irish Educational Studies, 2024
The main purpose of the present study was to examine the typology of Palestinian student-teachers living in Israel according to four variables: (a) the type of motivation, (b) perceived suitability, (c) career choice satisfaction and (d) student-teacher commitment. Data were collected from 113 first-year Palestinian Arab students studying at…
Descriptors: Student Teachers, Student Characteristics, Classification, Place of Residence
Brian P. Woods – Journal of Chemical Education, 2024
In this in-class activity, organic chemistry undergraduates try to place an assortment of molecules in chronological order from oldest to most recently synthesized. In the students' first attempt, they use their knowledge of reactions and synthesis to analyze the organic compounds for their structural complexity. Before a second attempt, the names…
Descriptors: Organic Chemistry, Entrepreneurship, Learning Activities, Undergraduate Students
Jeff Hanson; Blair Taylor; Siddharth Kaza – Information Systems Education Journal, 2025
Cybersecurity content is typically taught and assessed using Bloom's Taxonomy to ensure that students acquire foundational and higher-order knowledge. In this study we show that when students are given the objectives written in the form of a competency-based statements, students have a more clearly defined outcome and are be able to exhibit their…
Descriptors: College Students, Universities, Competency Based Education, Educational Objectives
Yang Du; Susu Zhang – Journal of Educational and Behavioral Statistics, 2025
Item compromise has long posed challenges in educational measurement, jeopardizing both test validity and test security of continuous tests. Detecting compromised items is therefore crucial to address this concern. The present literature on compromised item detection reveals two notable gaps: First, the majority of existing methods are based upon…
Descriptors: Item Response Theory, Item Analysis, Bayesian Statistics, Educational Assessment
Xieling Chen; Di Zou; Haoran Xie; Gary Cheng; Zongxi Li; Fu Lee Wang – International Review of Research in Open and Distributed Learning, 2025
Massive open online courses (MOOCs) offer rich opportunities to comprehend learners' learning experiences by examining their self-generated course evaluation content. This study investigated the effectiveness of fine-tuned BERT models for the automated classification of topics in online course reviews and explored the variations of these topics…
Descriptors: MOOCs, Distance Education, Online Courses, Course Evaluation
Nipapat Pomat – Higher Education Studies, 2025
This study aims to explore the frequently used words in 41 research articles and 12 related books from 2000 to 2024 in the context of social media marketing and e-commerce, focusing on general words, academic words, and specialized words. The investigation also leads to an in-depth examination of collocation words using Antconc software's N-gram…
Descriptors: Language Usage, Social Media, Marketing, Internet
Tim Palmer; Pamela Burnard; David Burke – Action, Criticism, and Theory for Music Education, 2025
This paper offers an invitation to higher music education communities to think differently about the significance of the connections between music and play. We highlight the many texts that articulate these connections and draw together a speculative ontological claim that all musicking is an enactment of play. In other words, we ask how…
Descriptors: Music Education, Higher Education, Music Activities, Drills (Practice)
Edoardo Bertone; Cecilia Bischeri; Jennifer Boddy – Environmental Education Research, 2025
Addressing the Sustainable Development Goals (SDGs) has become of paramount importance for higher education institutions; however, a lack of a transparent, transferrable approach to identifying and quantifying the extent of SDG contributions hinders the ability to benchmark against past performance or other institutions. In this study, a…
Descriptors: Foreign Countries, Architectural Education, Undergraduate Students, College Faculty