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Liang Zhang; Jionghao Lin; John Sabatini; Conrad Borchers; Daniel Weitekamp; Meng Cao; John Hollander; Xiangen Hu; Arthur C. Graesser – IEEE Transactions on Learning Technologies, 2025
Learning performance data, such as correct or incorrect answers and problem-solving attempts in intelligent tutoring systems (ITSs), facilitate the assessment of knowledge mastery and the delivery of effective instructions. However, these data tend to be highly sparse (80%90% missing observations) in most real-world applications. This data…
Descriptors: Artificial Intelligence, Academic Achievement, Data, Evaluation Methods
Abigail Goben; Megan Sapp Nelson; Shaurya Gaur – College & Research Libraries, 2025
The "Building Your Research Data Management Toolkit" was developed to provide introductory research data management skills training to liaisons in academic libraries. This paper assesses the participants' perceived change in knowledge, behaviors and attitudes as a result of participation in the RoadShow program. Long term changes in…
Descriptors: Academic Libraries, Data, Information Management, Data Analysis
Yang, Yuqin; Zheng, Zhizi; Zhu, Gaoxia; Salas-Pilco, Sdenka Zobeida – British Journal of Educational Technology, 2023
Preparing data-literate citizens and supporting future generations to effectively work with data is challenging. Engaging students in Knowledge Building (KB) may be a promising way to respond to this challenge because it requires students to reflect on and direct their inquiry with the support of data. Informed by previous studies, this research…
Descriptors: Elementary School Students, Grade 6, Information Literacy, Data
Xu, Zhihong; Zhou, Xuan; Watts, John; Kogut, Ashlynn – Education and Information Technologies, 2023
Evaluating the effectiveness of teaching methods for synchronous online instruction is integral to fostering student engagement and maximizing student learning, particularly in one-time workshops or seminars. Using the lens of social constructivism theory, this study investigated the effect of different approaches of synchronous online instruction…
Descriptors: Learner Engagement, Web Based Instruction, Data, Skill Development
Vyatkina, Nina – Foreign Language Annals, 2020
Corpora, large electronic collections of texts, have been used in language teaching for several decades. Also known as Data-Driven Learning (DDL), this method has been gaining popularity because empirical research has consistently shown its effectiveness for learning. However, corpora are still underutilized, especially with learners of languages…
Descriptors: Open Educational Resources, Second Language Instruction, Data, Data Use
The Data to Decision Project: An Experiential Approach to Teaching Undergraduate Business Statistics
Matthew P. Shatzkin; Wei Chen; David S. Greisler; Christopher Kratz – Journal of Education for Business, 2024
Teaching statistics to undergraduate business students is an enduring challenge, often due to student apprehension and low understanding of relevance. The Data to Decision Project is an approach designed to address this challenge. At the onset of an introductory statistics course, fifty-two students received instruction on the Define, Collect,…
Descriptors: Undergraduate Students, Business Administration, Undergraduate Study, Statistics
Jelena Mitic; Slobodanka Djenic – Interactive Learning Environments, 2024
The main aim of this research was to improve a blended learning course, by adding specific online activity that will improve learning outcomes and enable producing, collecting and analysing educational data. Moodle LMS, a widely used, well-known learning environment, was used for realisation of the online activity. Data collected over LMS Moodle…
Descriptors: Educational Improvement, Outcomes of Education, Data, Blended Learning
Erin Ottmar; Ji-Eun Lee; Kirk Vanacore; Siddhartha Pradhan; Lauren Decker-Woodrow; Craig A. Mason – Grantee Submission, 2023
This paper provides information on datasets for the research project that examined the efficacy of three educational technologies including "From Here to There!", a research-based game for improving algebraic understanding. The dataset contains 4,092 7th-grade students' data collected through a randomized control trial conducted in…
Descriptors: Data, Mathematics Achievement, Algebra, Educational Technology
Feijoo-Garcia, Pedro G.; Kapoor, Amanpreet; Gardner-McCune, Christina; Ragan, Eric – IEEE Transactions on Education, 2022
Contribution: In this article, the authors present findings and insights on the efficacy of using an educational block-based programming (BBP) environment--Blocks4DS, to teach the binary search tree (BST). Background: For a decade, BBP environments have been a hot topic in the computer science education (CSEd) community to promote interactive…
Descriptors: Computer Science Education, Programming, Programming Languages, Mathematics
Yung Po Tsang; Carman Ka Man Lee; Chun Ho Wu; Yanlin Li – IEEE Transactions on Education, 2024
Contribution: This research explores the effectiveness of a proposed teaching strategy in blockchain education, finding that it enhances learning outcomes, cognitive well-being, and student engagement in tertiary education, ultimately resulting in a shallower learning curve for STEM knowledge. Background: In the context of Industry 4.0, blockchain…
Descriptors: Gamification, Experiential Learning, Cognitive Processes, Well Being
Yu-Hung Chiang; Yu-Chen Su; Wei-Tsong Wang; Tien-Chi Huang – Journal of Educational Computing Research, 2025
As big data and artificial intelligence become integral to business decision-making, business management students require proficiency in data science and big data. However, the use of instructional technologies, such as augmented reality (AR) and mind mapping to teach these subjects is limited. This study introduces an innovative pedagogical model…
Descriptors: Business Education, College Students, Foreign Countries, Data
Wu, Pengfei; Ma, Fengjuan; Yu, Shengquan – Interactive Learning Environments, 2023
A linked data approach provides new opportunities for annotating, interlinking, sharing and enriching massive open online educational resources. However, it can be difficult for non-expert users to build and utilize the educational linked data in educational settings. Thus, flexible and user-friendly ways to represent, interlink, visualize and…
Descriptors: Art Education, Design, Undergraduate Students, Student Motivation
Liquan Chen – Interactive Learning Environments, 2024
Through the sports group teaching of school students, this paper uses the evaluation method to construct the ability evaluation model, collects the changes of language ability, and tests the students' understanding ability, expression ability, action language, and group cooperation. Following the teaching for three months, the average value of the…
Descriptors: Physical Education Teachers, Teaching Methods, Multimedia Instruction, Sustainable Development
Hepworth, Katherine; Ivey, Cesunica E.; Canon, Chelsea; Holmes, Heather A. – Journal of Geoscience Education, 2020
An interdisciplinary undergraduate atmospheric science modeling course was cotaught at a midsize public university by three professors from atmospheric science, statistics, and design using a blended learning approach. The in-class portion of the course taught upper-level students numerical weather prediction modeling and statistical evaluation…
Descriptors: Undergraduate Students, Interdisciplinary Approach, Blended Learning, Data
Lockwood, Meghan – Educational Leadership, 2018
Teacher-led inquiry cycles--in which small groups of teachers study and address a promise--hold promise as a method of professional development, but only if they receive enough support. In particular, they need access to outside expertise that can help them meaningfully change instructional practices--often a difficult step for teachers working on…
Descriptors: Teacher Collaboration, Partnerships in Education, Teamwork, Faculty Development