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Omer, Uzma; Tehseen, Rabia; Farooq, Muhammad Shoaib; Abid, Adnan – Education and Information Technologies, 2023
Learning analytics (LA) is a significant field of study to examine and identify difficulties the novice programmers face while learning how to program. Despite producing notable research by the community in the specified area, rare work is observed to synthesize these research efforts and discover the dimensions that guide the future research of…
Descriptors: Programming, Learning Analytics, Educational Research, Data
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Sandra Jo Wilson; Brian Freeman; E. C. Hedberg – Grantee Submission, 2024
As reporting of effect sizes in evaluation studies has proliferated, researchers and consumers of research need tools for interpreting or benchmarking the magnitude of those effect sizes that are relevant to the intervention, target population, and outcome measure being considered. Similarly, researchers planning education studies with social and…
Descriptors: Benchmarking, Effect Size, Meta Analysis, Statistical Analysis
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Nogueira, Tadeu Fernando – Learning Organization, 2019
Purpose: Given the growing recognition that learning plays a crucial role in entrepreneurship, this paper aims to systematically review the literature on entrepreneurial learning (EL), take account of its progress and analyze the unique characteristics of EL as a concept. Design/methodology/approach: This paper uses a systematic approach to…
Descriptors: Entrepreneurship, Learning Processes, Behavior Patterns, Educational Research
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Martschenko, Daphne – Research in Education, 2020
This collection of works builds upon previous scholarship on biosociality and education. The timely contributions in this Special Issue are international in focus and explore the growing interface between the biosocial sciences and education. The issue begins with papers that are more applied in nature and ends on a conceptual note, leaving the…
Descriptors: Social Sciences, Biological Sciences, Correlation, Genetics
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Liu, Min; Lee, Jaejin; Kang, Jina; Liu, Sa – Technology, Knowledge and Learning, 2016
Using a multi-case approach, we examined students' behavior patterns in interacting with a serious game environment using the emerging technologies of learning analytics and data visualization in order to understand how the patterns may vary according to students' learning characteristics. The results confirmed some preliminary findings from our…
Descriptors: Case Studies, Student Behavior, Behavior Patterns, Games
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Liu, Sanya; Hu, Zhenfan; Peng, Xian; Liu, Zhi; Cheng, H. N. H.; Sun, Jianwen – International Journal of Distance Education Technologies, 2017
In a MOOC environment, each student's interaction with the course content is a crucial clue for learning analytics, which offers an opportunity to record learner activity of unprecedented scale. In online learning, the educators and the administrators need to get informed with students' learning states since the performance of unsupervised…
Descriptors: Online Courses, Electronic Learning, Cognitive Style, Educational Research