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Anna Khalemsky; Roy Gelbard; Yelena Stukalin – Journal of Statistics and Data Science Education, 2025
Classification, a fundamental data analytics task, has widespread applications across various academic disciplines, such as marketing, finance, sociology, psychology, education, and public health. Its versatility enables researchers to explore diverse research questions and extract valuable insights from data. Therefore, it is crucial to extend…
Descriptors: Classification, Undergraduate Students, Undergraduate Study, Data Science
Yihong Cheng; Xingyao Xiao; David Jackson; Sheikh Ahmad Shah; Fahd Abdus-Sabur; Avneet Hira; Helen Zhang; Michael Barnett – Journal of Science Education and Technology, 2025
Computational thinking is an important skill applicable to multiple disciplines and can be difficult to teach due to the stress and frustration novice learners feel from cognitively challenging learning activities. While existing theories like Zone of Proximal Development, Flow Theory, and Zone of Proximal Flow suggest that an ideal mode of…
Descriptors: Computation, Thinking Skills, Active Learning, Learning Activities