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Qian Fu; Wenjing Tang; Yafeng Zheng; Haotian Ma; Tianlong Zhong – Interactive Learning Environments, 2024
In this study, a predictive model is constructed to analyze learners' performance in programming tasks using data of programming behavioral events and behavioral sequences. First, this study identifies behavioral events from log data and applies lag sequence analysis to extract behavioral sequences that reflect learners' programming strategies.…
Descriptors: Predictor Variables, Psychological Patterns, Programming, Self Management
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Kumps, Audrey; Temperman, Gaetan; De Lievre, Bruno – Turkish Online Journal of Educational Technology - TOJET, 2022
In French-speaking Belgium, one of the new tasks of the teacher will be to develop the informational skills of learners. Therefore, the main purpose of this research is to identify the variables that affect the performance of online information retrieval so that teachers can plan appropriate teaching activities. The statistical Classification and…
Descriptors: Foreign Countries, Online Searching, Search Strategies, Information Retrieval
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Holenstein, Mathias; Bruckmaier, Georg; Grob, Alexander – European Journal of Psychology of Education, 2021
Mathematical literacy (ML) is considered central to the application of mathematical knowledge in everyday life and thus is found in many comparative international educational standards. However, there exists barely any evidence about predictors and outcomes of ML having a lasting effect on achievement in nonmathematical domains. We drew on a large…
Descriptors: Numeracy, Secondary School Students, Grade 5, Grade 6