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Sales, Adam C.; Prihar, Ethan B.; Gagnon-Bartsch, Johann A.; Heffernan, Neil T. – Journal of Educational Data Mining, 2023
Randomized A/B tests within online learning platforms represent an exciting direction in learning sciences. With minimal assumptions, they allow causal effect estimation without confounding bias and exact statistical inference even in small samples. However, often experimental samples and/or treatment effects are small, A/B tests are underpowered,…
Descriptors: Data Use, Research Methodology, Randomized Controlled Trials, Educational Technology
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Sancenon, Vicente; Wijaya, Kharisma; Wen, Xavier Yue Shu; Utama, Diaz Adi; Ashworth, Mark; Ng, Kelvin Hongrui; Cheong, Alicia; Neo, Zhizhong – International Journal of Virtual and Personal Learning Environments, 2022
Although there is increasing acceptance that personalization improves learning outcomes, there is still limited experimental evidence supporting this claim. The aim of this study was to implement and evaluate the effectiveness of an adaptive recommendation system for Singapore primary and secondary education. The system leverages users trace data…
Descriptors: Academic Achievement, Electronic Learning, Learning Analytics, Learning Processes
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McHugh, Douglas; Feinn, Richard; McIlvenna, Jeff; Trevithick, Matt – Education Sciences, 2021
Learner-centered coaching and feedback are relevant to various educational contexts. Spaced retrieval enhances long-term knowledge retention. We examined the efficacy of Blank Slate, a novel spaced retrieval software application, to promote learning and prevent forgetting, while gathering and analyzing data in the background about learners'…
Descriptors: Randomized Controlled Trials, Learning Analytics, Coaching (Performance), Formative Evaluation
de Hoop, Thomas; Brudevold-Newman, Andrew; Davis, Dustin – American Institutes for Research, 2018
Low- and middle-income countries have made significant progress getting children into school, but student learning and achievement are often dreadfully low (Berry, Barnett, & Hinton, 2015; Pritchett, 2013). Approximately 250 million children across the world are not acquiring basic reading and math skills, even though about half have spent at…
Descriptors: Randomized Controlled Trials, Networks, Electronic Learning, Educational Technology
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Guimarães, Bruno; Ribeiro, José; Cruz, Bernardo; Ferreira, André; Alves, Hélio; Cruz-Correia, Ricardo; Madeira, Maria Dulce; Ferreira, Maria Amélia – Anatomical Sciences Education, 2018
The time, material, and staff-consuming nature of anatomy's traditional pen-and-paper assessment system, the increase in the number of students enrolling in medical schools and the ever-escalating workload of academic staff have made the use of computer-based assessment (CBA) an attractive proposition. To understand the impact of such shift in the…
Descriptors: Anatomy, Medical Education, Medical Students, Randomized Controlled Trials
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Outhwaite, Laura A.; Gulliford, Anthea; Pitchford, Nicola J. – International Journal of Research & Method in Education, 2020
Randomized control trials (RCTs) are commonly regarded as the 'gold standard' for evaluating educational interventions. While this experimental design is valuable in establishing causal relationships between the tested intervention and outcomes, reliance on statistical aggregation typically underplays the situated context in which interventions…
Descriptors: Randomized Controlled Trials, Intervention, Program Evaluation, Program Effectiveness
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Smith, Ben O.; White, Dustin R.; Kuzyk, Patricia C.; Tierney, James E. – Journal of Economic Education, 2018
Information provided at the moment a person makes a decision can influence behavior in predictable ways. The United Kingdom's Behavioural Insights Team have used this idea to help improve the insulation of lofts, collect taxes, and even reduce litter. The authors of this article developed software that appends a personalized message to each…
Descriptors: Grades (Scholastic), Electronic Mail, Educational Technology, Technology Uses in Education
Wang, Yan; Ostrow, Korinn; Beck, Joseph; Heffernan, Neil – Grantee Submission, 2016
The focus of the learning analytics community bridges the gap between controlled educational research and data mining. Online learning platforms can be used to conduct randomized controlled trials to assist in the development of interventions that increase learning gains; datasets from such research can act as a treasure trove for inquisitive data…
Descriptors: Learning Analytics, Educational Research, Randomized Controlled Trials, Information Retrieval
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Jarke, Hannes; Broeks, Miriam; Dimova, Sashka; Iakovidou, Eleftheria; Thompson, George; Ilie, Sonia; Sutherland, Alex – RAND Europe, 2020
RAND Europe evaluated the implementation of a technology-based intervention that made use of the Microsoft Immersive Reader (IR) in UK classrooms for eight- and nine-year-old pupils. This is the first evaluation of this intervention that uses a randomised control trial (RCT) design, following promising findings related to the use of IR from a…
Descriptors: Foreign Countries, Educational Technology, Technology Uses in Education, Elementary School Students
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Kjällander, Susanne; Frankenberg, Sofia Johnson – International Journal of Research & Method in Education, 2018
This article takes its point of departure in the research methodology of a comprehensive and multi-disciplinary innovative intervention study in Swedish preschools with preschoolers aged 3-5, involving two digital learning games focusing early math and executive functions. Based on a combination of video-ethnography, focus groups, field notes and…
Descriptors: Foreign Countries, Intervention, Preschool Education, Preschool Children
Ostrow, Korinn; Heffernan, Neil; Williams, Joseph Jay – Grantee Submission, 2017
Background/Context: Large-scale randomized controlled experiments conducted in authentic learning environments are commonly high stakes, carrying extensive costs and requiring lengthy commitments for all-or-nothing results amidst many potential obstacles. Educational technologies harbor an untapped potential to provide researchers with access to…
Descriptors: Educational Technology, Authentic Learning, Technology Uses in Education, Cooperation
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Cooper, Katelyn M.; Ding, Lu; Stephens, Michelle D.; Chi, Michelene T. H.; Brownell, Sara E. – CBE - Life Sciences Education, 2018
Instructor-generated videos have become a popular way to engage students with material before a class, yet this is a relatively unexplored area of research. There is support for the use of videos in which instructors tutor students, but few studies have been conducted within the context of a classroom. In this study, conducted in a…
Descriptors: Video Technology, Physiology, Randomized Controlled Trials, Teacher Developed Materials
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Zaranis, Nicholas; Exarchakos, George M. – International Journal of Web-Based Learning and Teaching Technologies, 2018
The purpose of this research is to compare the level of competence in stereometry of the university students taught using the authors' ICT oriented learning method based on the Van Hiele model for stereometry concepts, as opposed to traditional teaching methodology. The study deals with second year undergraduate students form the Department of…
Descriptors: Educational Technology, Technology Uses in Education, Undergraduate Students, Foreign Countries
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Pedersen, Scott J.; Cooley, Paul D.; Cruickshank, Vaughan J. – Physical Education and Sport Pedagogy, 2017
Background: The advent of technology use in physical education is upon us. But the implications of using exergames as a substitute for traditional physical education instruction for some students raise questions. Although exergames have the potential to increase energy expenditure and motivation in some children, it is less clear whether they can…
Descriptors: Teaching Methods, Physical Education, Exercise, Program Effectiveness
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Minalla, Amir Abdalla – English Language Teaching, 2018
This study was mainly conducted to examine the possibility of utilizing "WhatsApp Group" in enhancing EFL learners' verbal interaction. To do this experimental and descriptive methods were used to achieve the objective of this study. A questionnaire and pre- and post-test were adopted as tools for data collection. Samples of two groups…
Descriptors: Foreign Countries, Educational Technology, Technology Uses in Education, English (Second Language)
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