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Kidzinsk, Lukasz; Sharma, Kshitij; Boroujeni, Mina Shirvani; Dillenbourg, Pierre – International Educational Data Mining Society, 2016
The big data imposes the key problem of generalizability of the results. In the present contribution, we discuss statistical tools which can help to select variables adequate for target level of abstraction. We show that a model considered as over-fitted in one context can be accurate in another. We illustrate this notion with an example analysis…
Descriptors: Generalizability Theory, Online Courses, Large Group Instruction, Models
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Taylor, Maurice; Vaughan, Norman; Ghani, Shehzad K.; Atas, Sait; Fairbrother, Michael – International Journal of Adult Vocational Education and Technology, 2018
Using an engagement in research approach this article explores the landscape of blended learning in higher education over the last decade by comparing the results of a critical literature review by Vaughan to an instrumental case study that identified key factors that led to the implementation of a blended learning initiative in one medium sized…
Descriptors: Blended Learning, Higher Education, Case Studies, Program Implementation
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Fuchs, Travis T.; Sadler, Philip M.; Sonnert, Gerhard – Journal of Career and Technical Education, 2015
While there is no dearth of high school students who are interested in becoming physicians, racial/ethnic disparities still exist in the medical profession. This retrospective cohort study examined the influences on students' desire, at the end of high school, for a medical career, and, in particular, how these influences differed by…
Descriptors: College Students, Cohort Analysis, Regression (Statistics), Occupational Aspiration
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Warring, Susan – Quarterly Review of Distance Education, 2013
This case study forms a foundation for understanding the drivers for successful online learning within a constructivist paradigm. It investigates whether Chinese international students completing a degree had achieved a level of independence necessary to succeed in this context. It found that these students had not achieved the independence…
Descriptors: Foreign Countries, Models, Independent Study, Electronic Learning