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Direct linkMayer, Christian W. F.; Ludwig, Sabrina; Brandt, Steffen – Journal of Research on Technology in Education, 2023
This study investigates the potential of automated classification using prompt-based learning approaches with transformer models (large language models trained in an unsupervised manner) for a domain-specific classification task. Prompt-based learning with zero or few shots has the potential to (1) make use of artificial intelligence without…
Descriptors: Prompting, Classification, Artificial Intelligence, Natural Language Processing
Nesrin Hark Söylemez – SAGE Open, 2025
The aim of this study is to examine the intercultural sensitivity levels of teacher candidates using CART analysis and to develop a predictive model using machine learning algorithms. Additionally, this study provides a framework for understanding the relationship between internet usage and intercultural sensitivity. The participants comprised 416…
Descriptors: Preservice Teachers, Teacher Education Programs, Cultural Awareness, Gender Differences
Seyedahmad Rahimi; Justice T. Walker; Lin Lin-Lipsmeyer; Jinnie Shin – Creativity Research Journal, 2024
Digital sandbox games such as "Minecraft" can be used to assess and support creativity. Doing so, however, requires an understanding of what is deemed creative in this game context. One approach is to understand how Minecrafters describe creativity in their communities, and how much those descriptions overlap with the established…
Descriptors: Creativity, Video Games, Computer Games, Evaluation Methods
Jane McCormack; Kerry Ttofari; Deborah Denman; Gaenor Dixon; Sharon Crosbie; Anna Cronin – Language, Speech, and Hearing Services in Schools, 2025
Purpose: For speech-language pathologists (SLPs) working in schools, outcome measurement is an important element of practice, enabling us to evaluate the efficacy of our service provision and guiding future decision making, funding, and resource allocation. When selecting outcomes to measure, it is helpful to consider both the level at which…
Descriptors: Allied Health Personnel, Speech Language Pathology, Response to Intervention, Speech Impairments
Anastasia Dimiski – Educational Research for Policy and Practice, 2025
This paper addresses the influence of ethnic and gender disparities on educational outcomes and recognizes the significance of maternal education in shaping students' academic achievements. The study aims to evaluate the efficacy of policies aimed at integrating maternal involvement in education among 15-year-old students from OECD countries.…
Descriptors: Equal Education, Achievement Tests, Scores, Test Bias
Andrew Ho – Teachers College Record, 2025
Background/Context: Public monitoring of educational progress and inequality often involves tracking changes in the percentage of "proficient" students across groups and over time. These trends are important signals of state and district provision of educational opportunity. I show how known flaws of this percentage metric, sometimes…
Descriptors: Educational Assessment, Progress Monitoring, Educational Trends, Educational Opportunities
Download full textJunfeng Man; Rongke Zeng; Xiangyang He; Hua Jiang – Knowledge Management & E-Learning, 2024
At present, the widespread use of online education platforms has attracted the attention of more and more people. The application of AI technology in online education platform makes multidimensional evaluation of students' ability become the trend of intelligent education in the future. Currently, most existing studies are based on traditional…
Descriptors: Cognitive Ability, Student Evaluation, Algorithms, Learning Processes
López, Daniel A.; Espinoza, Oscar; Rojas, María J.; Crovetto, Mirta – Quality Assurance in Education: An International Perspective, 2022
Purpose: This study aims to review processes of accreditation for Chilean Universities. Along with cataloguing evolutionary milestones, the study analyses effects at the institutional and program levels. Design/methodology/approach: The study adopts a meta-evaluative approach and is based on secondary information sources, including both…
Descriptors: Foreign Countries, Accreditation (Institutions), Higher Education, Institutional Evaluation
Laurejane B. Piano; Maria Elaine D. Tabilog; Camilla J. Vizconde – Journal on English Language Teaching, 2023
The emerging interest in self-directed learning (SDL) in the context of language learning has focused less on specific learning strategies selected by language learners based on their discoveries. Anchored on Boyatzis' Theory of Self directed Learning (2001) and Classifications of Language Learning Strategies by O'Mally and Chamot (1990), and…
Descriptors: Independent Study, English (Second Language), Second Language Learning, Second Language Instruction
Ma, Wenchao; de la Torre, Jimmy – Educational Measurement: Issues and Practice, 2019
In this ITEMS module, we introduce the generalized deterministic inputs, noisy "and" gate (G-DINA) model, which is a general framework for specifying, estimating, and evaluating a wide variety of cognitive diagnosis models. The module contains a nontechnical introduction to diagnostic measurement, an introductory overview of the G-DINA…
Descriptors: Models, Classification, Measurement, Identification
Lentz, Jennifer J.; He, Yuan – Journal of Speech, Language, and Hearing Research, 2020
Purpose: The goal of this study was to establish the perceptual underpinnings of the terms that are commonly used by patients when describing the quality of their tinnitus. Method: Using a free-classification method, 15 subjects with normal hearing placed 60 different tinnitus-like sounds into similarity clusters on a grid. Multidimensional…
Descriptors: Auditory Perception, Patients, Classification, Acoustics
Mohd Fazil; Angelica Rísquez; Claire Halpin – Journal of Learning Analytics, 2024
Technology-enhanced learning supported by virtual learning environments (VLEs) facilitates tutors and students. VLE platforms contain a wealth of information that can be used to mine insight regarding students' learning behaviour and relationships between behaviour and academic performance, as well as to model data-driven decision-making. This…
Descriptors: Learning Analytics, Learning Management Systems, Learning Processes, Decision Making
Julia J. Yi; Karen A. Erickson – Perspectives of the ASHA Special Interest Groups, 2024
Purpose: The purpose of this study was to examine the occurrence of preservice literacy coursework in a sample of graduate speech-language pathology programs in the United States and to investigate the relationship between the likelihood that programs offered literacy coursework and (a) geographical region, (b) Carnegie Classification of research…
Descriptors: Literacy, Speech Language Pathology, Intervention, Geographic Regions
Kim, Stella Y.; Lee, Won-Chan – Journal of Educational Measurement, 2020
The current study aims to evaluate the performance of three non-IRT procedures (i.e., normal approximation, Livingston-Lewis, and compound multinomial) for estimating classification indices when the observed score distribution shows atypical patterns: (a) bimodality, (b) structural (i.e., systematic) bumpiness, or (c) structural zeros (i.e., no…
Descriptors: Classification, Accuracy, Scores, Cutting Scores
Roberts, Angela; Aveni, Katharine; Basque, Shalane; Orange, Joseph B.; McLaughlin, Paula; Ramirez, Joel; Troyer, Angela K.; Gutierrez, Stephanie; Chen, Angie; Bartha, Robert; Binns, Malcolm A.; Black, Sandra E.; Casaubon, Leanne K.; Dowlatshahi, Dar; Hassan, Ayman; Kwan, Donna; Levine, Brian; Mandzia, Jennifer; Sahlas, Demetrios J.; Scott, Christopher J. M.; Strother, Stephen; Sunderland, Kelly M.; Symons, Sean; Swartz, Richard – Topics in Language Disorders, 2021
Purpose: Dementia due to cerebrovascular disease (CVD) is common. Detecting early cognitive decline in CVD is critical because addressing risk factors may slow or prevent dementia. This study used a multidomain discourse analysis approach to determine the spoken language signature of CVD-related cognitive impairment. Method: Spoken language and…
Descriptors: Prediction, Discourse Analysis, Language Impairments, Dementia
