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Baneres, David; Rodriguez-Gonzalez, M. Elena; Guerrero-Roldan, Ana Elena – IEEE Transactions on Learning Technologies, 2023
Course dropout is a concern in online higher education, mainly in first-year courses when different factors negatively influence the learners' engagement leading to an unsuccessful outcome or even dropping out from the university. The early identification of such potential at-risk learners is the key to intervening and trying to help them before…
Descriptors: Prediction, Models, Identification, Potential Dropouts
Kelli A. Bird; Benjamin L. Castleman; Zachary Mabel; Yifeng Song – Annenberg Institute for School Reform at Brown University, 2021
Colleges have increasingly turned to predictive analytics to target at-risk students for additional support. Most of the predictive analytic applications in higher education are proprietary, with private companies offering little transparency about their underlying models. We address this lack of transparency by systematically comparing two…
Descriptors: At Risk Students, Higher Education, Predictive Measurement, Models
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Jenkins, Andrew – British Journal of Educational Studies, 2018
This paper investigates why people return to study in their 30s and beyond and upgrade to a higher level qualifications. Some previous research has argued that attitudes formed in childhood, via family background and schooling, continue to shape a person's engagement in learning throughout the adult lifecourse. Psychologists distinguish extrinsic…
Descriptors: Adults, Adult Learning, Adult Education, Higher Education
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Perez-Encinas, Adriana; Rodriguez-Pomeda, Jesus – Journal of International Students, 2019
Updated research is required on the geographies of the cultural issues that shape international students' experiences. The growing number of students traveling to different countries implies a need to cater to cultures and values from different parts of the world. Apart from cultural and geographical aspects, there is scarce knowledge about…
Descriptors: Foreign Students, Student Experience, Student Attitudes, Higher Education
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Ouedraogo, Boukary – Higher Education Studies, 2017
This article uses data survey on 82 teachers from the University of Ouagadougou and the model of unified theory of acceptance and use of technology (UTAUT) to assess the determinants of acceptance and educational use of ICT by teachers. The paper's outcomes show that the construct "performance expectancy" of ICT (expected utility and…
Descriptors: Foreign Countries, Models, Information Technology, Computer Attitudes
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Groth, Randall E. – Mathematical Thinking and Learning: An International Journal, 2013
A hypothetical framework to characterize statistical knowledge for teaching (SKT) is described. Empirical grounding for the framework is provided by artifacts from an undergraduate course for prospective teachers that concentrated on the development of SKT. The theoretical notion of "key developmental understanding" (KDU) is used to identify…
Descriptors: Preservice Teachers, Knowledge Base for Teaching, Pedagogical Content Knowledge, Models
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Calvert, Carol Elaine – Open Learning, 2014
This case study relates to distance learning students on open access courses. It demonstrates the use of predictive analytics to generate a model of the probabilities of success and retention at different points, or milestones, in a student journey. A core set of explanatory variables has been established and their varying relative importance at…
Descriptors: Academic Achievement, Distance Education, Open Education, Probability
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Waters, Andrew; Studer, Christoph; Baraniuk, Richard – Journal of Educational Data Mining, 2014
Identifying collaboration between learners in a course is an important challenge in education for two reasons: First, depending on the courses rules, collaboration can be considered a form of cheating. Second, it helps one to more accurately evaluate each learners competence. While such collaboration identification is already challenging in…
Descriptors: Cooperation, Large Group Instruction, Online Courses, Probability
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Khefacha, I.; Belkacem, L. – Africa Education Review, 2014
This study investigates how decisions are made in Tunisian public higher education establishments. Some factors are identified as having a potentially significant impact on the odds that the decision-making process follows the characteristics of one of the most well known decision-making models: collegial, political, bureaucratic or anarchical…
Descriptors: Foreign Countries, Decision Making, Models, Higher Education
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Miller, Michael B.; Guerin, Scott A.; Wolford, George L. – Journal of Experimental Psychology: Learning, Memory, and Cognition, 2011
The false memory effect produced by the Deese/Roediger & McDermott (DRM) paradigm is reportedly impervious to warnings to avoid false alarming to the critical lures (D. A. Gallo, H. L. Roediger III, & K. B. McDermott, 2001). This finding has been used as strong evidence against models that attribute the false alarms to a decision…
Descriptors: Models, Memory, Recognition (Psychology), Test Items
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Langelett, George; Chang, Kuo-Liang; Ola' Akinfenwa, Samson; Jorgensen, Nicholas; Bhattarai, Kopila – Journal of Higher Education Policy and Management, 2015
Using a conjoint survey of 161 students at South Dakota State University (SDSU), we mapped a probability-of-enrolment curve for SDSU students, consistent with demand theory. A quasi-demand curve was created from the conditional-logit model. This study shows that along with the price of tuition fees, distance from home, availability of majors, and…
Descriptors: Tuition, Fees, Supply and Demand, Higher Education
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Wallace, Colin S.; Prather, Edward E.; Duncan, Douglas K. – Astronomy Education Review, 2012
This is the third of five papers detailing our national study of general education astronomy students' conceptual and reasoning difficulties with cosmology. In this paper, we use item response theory to analyze students' responses to three out of the four conceptual cosmology surveys we developed. The specific item response theory model we use is…
Descriptors: General Education, Astronomy, Probability, Item Response Theory
Daigneau, William A. – Facilities Manager, 2010
In this article, the author talks about Portfolio Management, a concept used to make allocation decisions in the world of financial investments. While much has been written about Portfolio theory, and the term is widely used in the facilities management industry, little is really understood about the concept and its real-world application. The…
Descriptors: Portfolios (Background Materials), Investment, Facilities Management, Resource Allocation
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Liu, Chen-Chung; Don, Ping-Hsing; Chung, Chen-Wei; Lin, Shao-Jun; Chen, Gwo-Dong; Liu, Baw-Jhiune – Educational Technology & Society, 2010
While Web discovery is usually undertaken as a solitary activity, Web co-discovery may transform Web learning activities from the isolated individual search process into interactive and collaborative knowledge exploration. Recent studies have proposed Web co-search environments on a single computer, supported by multiple one-to-one technologies.…
Descriptors: Cooperative Learning, Internet, Foreign Countries, Models
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Yeari, Menahem; Goldsmith, Morris – Journal of Experimental Psychology: Human Perception and Performance, 2010
Is object-based attention mandatory or under strategic control? In an adapted spatial cuing paradigm, participants focused initially on a central arrow cue that was part of a perceptual group (Experiment 1) or a uniformly connected object (Experiment 2), encompassing one of the potential target locations. The cue always pointed to an opposite,…
Descriptors: Stimuli, Prompting, Probability, Attention
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