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Fatima, Saba – ProQuest LLC, 2023
Predicting students' performance to identify which students are at risk of receiving a D/Fail/Withdraw (DFW) grade and ensuring their timely graduation is not just desirable but also necessary in most educational entities. In the US, not only is the Science, Technology, Engineering, and Mathematics (STEM) major becoming less popular among…
Descriptors: Artificial Intelligence, Prediction, Outcomes of Education, At Risk Students
Prediction of Students' Learning Outcomes by Various Variables in Gamified Online Accounting Courses
Sercemeli, Murat; Baydas Onlu, Ozlem – Education and Information Technologies, 2023
The study aims to examine student emotions and behavior in a Gamified Learning Environment (GLE) in detail. In the study, in order to reveal the behavior (dynamics) and feelings (emotions) that emerge within the framework of the mechanics applied in the GLE process, it is within the scope of the main objectives of the study to determine how…
Descriptors: Accounting, Teaching Methods, Game Based Learning, Outcomes of Education
Yongyun Shin; Stephen W. Raudenbush – Grantee Submission, 2023
We consider two-level models where a continuous response R and continuous covariates C are assumed missing at random. Inferences based on maximum likelihood or Bayes are routinely made by estimating their joint normal distribution from observed data R[subscript obs] and C[subscript obs]. However, if the model for R given C includes random…
Descriptors: Maximum Likelihood Statistics, Hierarchical Linear Modeling, Error of Measurement, Statistical Distributions
Natsuno Funada – TESOL Quarterly: A Journal for Teachers of English to Speakers of Other Languages and of Standard English as a Second Dialect, 2025
Studies on Global Englishes (GE)-related pedagogical and curricular innovations emphasize the importance of exposing students to the diversity of English and its users. However, they do not provide direct evidence of changes in students' attitudes. The reliability and validity of existing quantitative instruments for measuring students' attitudes…
Descriptors: Language Variation, English (Second Language), Second Language Learning, Second Language Instruction
Marcus Kubsch; Sebastian Strauß; Adrian Grimm; Sebastian Gombert; Hendrik Drachsler; Knut Neumann; Nikol Rummel – Educational Psychology Review, 2025
Recent research underscores the importance of inquiry learning for effective science education. Inquiry learning involves self-regulated learning (SRL), for example when students conduct investigations. Teachers face challenges in orchestrating and tracking student learning in such instruction; making it hard to adequately support students. Using…
Descriptors: Inquiry, Science Instruction, Electronic Books, Workbooks
Tim Gill – Cambridge University Press & Assessment, 2025
What is this report about? This report investigates a limitation of the current GCSE awarding process in England, which relies on a 'comparable outcomes' approach using Key Stage 2 (KS2) prior attainment data. Specifically, it examines how failing to account for cohort effects -- where students perform differently depending on the average ability…
Descriptors: Foreign Countries, Exit Examinations, Academic Ability, Individual Differences
Jolsvai, Hajnal; McCauley, Stewart M.; Christiansen, Morten H. – Cognitive Science, 2020
Whereas a growing bulk of work has demonstrated that both adults and children are sensitive to frequently occurring word sequences, little is known about the potential role of meaning in the processing of such multiword chunks. Here, we take a first step toward assessing the contribution of meaningfulness in the processing of multiword sequences,…
Descriptors: Phrase Structure, Language Processing, Prediction, Decision Making
Bozdag, Faruk – International Journal of Education and Literacy Studies, 2020
Due to increasing human mobility in today's world, relations among groups are becoming more and more important. As people with different cultures come in close contact they begin to influence inter-group attitudes (Barni et al., 2020; Turner et al., 2020). Xenophobia, which can be described as negative attitudes towards migrants, is one of the…
Descriptors: Stranger Reactions, College Students, Student Attitudes, Interpersonal Relationship
A Machine Learning-Based Computational System Proposal Aiming at Higher Education Dropout Prediction
Nicoletti, Maria do Carmo; de Oliveira, Osvaldo Luiz – Higher Education Studies, 2020
In the literature related to higher education, the concept of dropout has been approached from several perspectives and, over the years, its definition has been influenced by the use of diversified semantic interpretations. In a general higher education environment dropout can be broadly characterized as the act of a student engaged in a course…
Descriptors: Artificial Intelligence, Man Machine Systems, Computation, Prediction
O'Toole, John Mitchell; McKoy, Karina; Freestone, Margaret; Osborn, Judy-Anne – Education Sciences, 2020
'Literacy' and 'science' are power words and the interaction between them is of potential interest to people working at other boundaries between text and content, such as that characterising wider disciplinary literacy. 'Scientific literacy' has a deep enough literature base to support an attempt to build a model of these interactions. If robust,…
Descriptors: Scientific Literacy, Models, Comparative Analysis, Journal Articles
Rihacek, Tomas; Roubal, Jan – British Journal of Guidance & Counselling, 2020
Many authors have proposed the existence of common principles of counselling and psychotherapeutic change. However, little is known about how practitioners use these change principles. A sample of 373 Czech psychotherapists and counsellors participated in an online survey and rated their use of 10 psychotherapy change principles in their practice…
Descriptors: Psychotherapy, Counselor Attitudes, Counselor Client Relationship, Counseling Techniques
Carruthers, Sophie; Kent, Rachel; Hollocks, Matthew J.; Simonoff, Emily – Journal of Autism and Developmental Disorders, 2020
Anxiety is a prevalent and impairing co-morbidity among individuals with autism spectrum disorder (ASD), yet assessment measures, including screening tools, are seldom validated with autism samples. We explored the psychometric properties of the child and parent reports of the Spence Children's Anxiety Scale (SCAS) and the Screen for Anxiety…
Descriptors: Autism, Pervasive Developmental Disorders, Psychometrics, Screening Tests
Leach, Amy-May; Da Silva, Cayla S.; Connors, Christina J.; Vrantsidis, Michael R. T.; Meissner, Christian A.; Kassin, Saul M. – Applied Cognitive Psychology, 2020
We examined whether observers' beliefs about deception were affected by a speaker's language proficiency. Laypersons (N = 105) and police officers (N = 75) indicated which nonverbal and verbal behaviors were predictive of native versus non-native speakers' deception. In addition, they provided their beliefs about these speakers' interrogation…
Descriptors: Deception, Native Speakers, Second Languages, Language Proficiency
Murad, Dina Fitria; Heryadi, Yaya; Isa, Sani Muhamad; Budiharto, Widodo – Education and Information Technologies, 2020
The recommender system has gained research attention from education research communities mainly due to two main reasons: increasing needs for personalized learning and big data availability in the education sector. This paper presents a hybrid user-collaborative, rule-based filtering recommendation system for education context. User profiles are…
Descriptors: Automation, Online Systems, Electronic Learning, Prediction
Hopkins, Chris; Ferrell, O. C.; Ferrell, Linda; Hopkins, Karen; Merkle, Adam C. – Marketing Education Review, 2020
Students' academic performance is usually evaluated by the final grade in a course. There have been limited studies evaluating psychological student traits directly related to academic performance. This study explores self-efficacy, locus of control, and student engagement as they relate to the final grade in the principles of marketing course.…
Descriptors: Self Efficacy, Locus of Control, Learner Engagement, Grade Prediction

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