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Hartmann, Christian; Rummel, Nikol; Bannert, Maria – Journal of Learning Analytics, 2022
This paper presents a fine-grained process analysis of 22 students in a classroom-based learning setting. The students engaged (and failed) in problem-solving attempts prior to instruction (i.e., the Productive-Failure approach). We used the HeuristicsMiner algorithm to analyze the data of a quasi-experimental study. The applied algorithm allowed…
Descriptors: Heuristics, Problem Solving, Computer Software, Comparative Analysis
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Vogel, Freydis; Kollar, Ingo; Fischer, Frank; Reiss, Kristina; Ufer, Stefan – International Journal of Computer-Supported Collaborative Learning, 2022
Collaboration scripts and heuristic worked examples have been described as powerful scaffolds to support skill acquisition in CSCL. While CSCL scripts particularly facilitate argumentative discourse within groups, heuristic worked examples provide heuristics and worked out pathways to solve domain-specific tasks. Yet, both scripts and heuristic…
Descriptors: Mathematics Instruction, Computer Assisted Instruction, Teaching Methods, Comparative Analysis
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Sobocinski, Márta; Malmberg, Jonna; Järvelä, Sanna – Metacognition and Learning, 2017
Investigating the temporal order of regulatory processes can explain in more detail the mechanisms behind success or lack of success during collaborative learning. The aim of this study is to explore the differences between high- and low-challenge collaborative learning sessions. This is achieved through examining how the three phases of…
Descriptors: Metacognition, Cooperative Learning, Difficulty Level, Comparative Analysis
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Finn, Bridgid; Metcalfe, Janet – Journal of Memory and Language, 2008
The Underconfidence with Practice (UPW) effect [Koriat, A., Sheffer, L., & Ma'ayan, H. (2002). Comparing objective and subjective learning curves: Judgment of learning exhibit increased underconfidence with practice. "Journal of Experimental Psychology: General, 131", 147-162.], found in multi-trial learning, is marked by a pattern of…
Descriptors: Heuristics, Memory, Experimental Psychology, Comparative Analysis
Chen, Ying-Chih – ProQuest LLC, 2011
The purpose of this study was to examine students' understanding of argumentation when talk and writing were provided as learning tools, as well as to explore how talk and writing can best support students' construction of scientific knowledge. Most current studies have examined discourse patterns over a short interval of only a few class periods…
Descriptors: Persuasive Discourse, Cognitive Processes, Scientific Literacy, Active Learning
Baumgartner, Peter; Payr, Sabine – 1998
This paper presents a model that was developed for the categorization and evaluation of stand-alone interactive media and that now is used to contribute to a more detailed and specific educational discussion of Internet use. The paper begins with a review of the foundations on which the model is built, including software as subject, tool, or…
Descriptors: Classification, Comparative Analysis, Computer Assisted Instruction, Computer Oriented Programs