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Anna Zagrebina – Sage Research Methods Cases, 2025
Asking open-ended questions for research purposes might be very tempting because the answers can provide valuable authentic information not only about participants' responses to the asked questions but also about their unintentionally expressed feelings and emotions. However, analyzing answers to open-ended questions given in free form will very…
Descriptors: Questioning Techniques, Adult Students, Immigrants, Program Effectiveness
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Anagha Ani; Ean Teng Khor – Education and Information Technologies, 2024
Predictive modelling in the education domain can be utilised to significantly improve teaching and learning experiences. Massive Open Online Courses (MOOCs) generate a large volume of data that can be exploited to predict and evaluate student performance based on various factors. This paper has two broad aims. Firstly, to develop and tune several…
Descriptors: MOOCs, Classification, Artificial Intelligence, Prediction
Sebastian Castrechini; Laurel Sipes – John W. Gardner Center for Youth and Their Communities, 2025
New California reporting requirements drawing attention to outcomes for Long-Term English Learners (LTELs) opens a window of opportunity for changes to better support these students. In spring 2023, the Stanford-Sequoia K-12 Research Collaborative (Sequoia Collaborative) agreed to key changes in the reclassification process for multilingual…
Descriptors: English (Second Language), English Learners, Classification, Barriers
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Shimmei, Machi; Matsuda, Noboru – International Educational Data Mining Society, 2023
We propose an innovative, effective, and data-agnostic method to train a deep-neural network model with an extremely small training dataset, called VELR (Voting-based Ensemble Learning with Rejection). In educational research and practice, providing valid labels for a sufficient amount of data to be used for supervised learning can be very costly…
Descriptors: Artificial Intelligence, Training, Natural Language Processing, Educational Research
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Johannes König; Sandra Heine; Charlotte Kramer; Jonas Weyers; Michael Becker-Mrotzek; Jörg Großschedl; Charlotte Hanisch; Petra Hanke; Thomas Hennemann; Jörg Jost; Kai Kaspar; Benjamin Rott; Sarah Strauß – Journal of Curriculum Studies, 2024
Numerous reviews have synthesized the empirical research on the effectiveness of teacher education, highlighting teacher education effectiveness research (TEER) as an emerging research paradigm. Our systematic search identified 27 reviews related to TEER, wherein teacher education is broadly understood as comprising all stages of teacher…
Descriptors: Teacher Education Programs, Program Effectiveness, Educational Research, Faculty Development
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Grund, Simon; Lüdtke, Oliver; Robitzsch, Alexander – Journal of Educational and Behavioral Statistics, 2023
Multiple imputation (MI) is a popular method for handling missing data. In education research, it can be challenging to use MI because the data often have a clustered structure that need to be accommodated during MI. Although much research has considered applications of MI in hierarchical data, little is known about its use in cross-classified…
Descriptors: Educational Research, Data Analysis, Error of Measurement, Computation
Lofquist, Leslie Crews – ProQuest LLC, 2023
This project sought to revise the Pastoral Theology program at Shepherds Theological Seminary in Cary, North Carolina. Chapter 1 presents the history and ministry context of Shepherds Theological Seminary and the goals of this project. Chapter 2 provides exegesis of three passages of Scripture (1 Tim 3:1-7; 1 Tim 4:6-16; 2 Tim 2:1-6) to show that…
Descriptors: Theological Education, Educational History, Program Descriptions, Classification
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Kirk Vanacore; Erin Ottmar; Alison Liu; Adam Sales – Society for Research on Educational Effectiveness, 2023
Background: Implementation quality is a significant factor in determining whether a program has its intended impact (Durlak and DuPre, 2008; List et al., 2021). Therefore, when studying a program's efficacy, researchers must ensure that the program is implemented as intended to estimate its impact. To evaluate whether a program is being…
Descriptors: Program Implementation, Fidelity, Program Evaluation, Evaluation Criteria
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Shia J. Badajos; Trisha Kate E. Obsioma; Tharah Tibette W. Tungal; Angelo Mark P. Walag – Journal of Chemical Education, 2023
One approach that has been gaining significant attention among chemistry education scholars and practitioners is the employment of game-based learning to teach least-learned and difficult topics at various educational levels. One reason for this is that it promotes active, constructive learning and makes learning science a fun experience through…
Descriptors: Science Instruction, Chemistry, Game Based Learning, Educational Games
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Holly R. Turner; David S. Jackson; Max Sender; Trina E. Orimoto; Lesley A. Slavin; Charles W. Mueller – Administration and Policy in Mental Health and Mental Health Services Research, 2022
This study utilized latent profile analysis to categorize youth served by a public mental health setting into homogenous classes. Then, associations between class membership and meeting clinical criteria by the latest assessment were examined. Caregiver responses to the Ohio Scales, Short Form, Problem Severity Scale for 1090 youth completed at…
Descriptors: Mental Health, Mental Disorders, Health Services, Program Effectiveness
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Browne, Liz; Defty, Chris; Guo, Na; Hou, Kai; Wang, Dan; Zhuang, Lu – Teacher Development, 2022
Reporting on a mixed methods study carried out in China, this article explores the impact of an educational initiative some years after delivery. Taking data from a three staged longitudinal study, this paper facilitates debate about the nature of Continuing Professional Development (CPD) delivered in a transnational context. To promote such…
Descriptors: Classification, Faculty Development, Foreign Countries, Program Effectiveness
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Rienties, Bart; Divjak, Blazenka; Iniesto, Francisco; Pažur Anicic, Katarina; Žižak, Mirza – International Review of Education, 2023
It is widely acknowledged that graduates need to develop skills and competences beyond the theoretical knowledge nurtured within higher education curricula. In the last twenty years there has been an increased interest in supporting learners with work-based learning (WBL) (e.g. apprenticeships, practice-based lab sessions, project-based learning).…
Descriptors: Online Courses, Work Experience Programs, Job Skills, Skill Development
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Jo Al Khafaji-King – Society for Research on Educational Effectiveness, 2024
Background/Context/Setting: In the wake of growing evidence regarding the negative impacts of suspension on student outcomes, states and school districts have implemented disciplinary reforms, restricting or eliminating the use of suspension for minor misbehaviors. Recent evaluations of these reforms suggest that they have the potential to…
Descriptors: Discipline Policy, Suspension, At Risk Students, Students with Disabilities
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Stapleton, Suzanne Cady; Dinsmore, Chelsea S.; Van Kleeck, David; Ma, Xiaoli – College & Research Libraries, 2021
Discovery of digital items by scholars and the public is highly dependent upon effective metadata to ensure inclusion and prioritization in search engines. Subject descriptions based on controlled vocabulary, such as Library of Congress subject headings (LCSH), are particularly useful to enhance discovery, but they may be expensive to provide. In…
Descriptors: Indexing, Metadata, Computer Use, Electronic Publishing
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Chiu, Chuang-Kai; Tseng, Judy C. R. – Educational Technology & Society, 2021
Awareness of students' learning status, and maintaining students' focus and attention during class are important issues in classroom management. Several observation instruments have been designed for human observers to document students' engagement in class, but the processes are time-consuming and laborious. Recently, with the development of…
Descriptors: Bayesian Statistics, Classification, Classroom Techniques, Educational Technology
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