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|a (JST)jeductechsoci.13.2.180
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|a Developing Simulation-based Computer Assisted Learning to Correct Students' Statistical Misconceptions based on Cognitive Conflict Theory, using "Correlation" as an Example
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|c 2010
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|a ABSTRACT Understanding and applying statistical concepts is essential in modern life. However, common statistical misconceptions limit the ability of students to understand statistical concepts. Although simulation-based computer assisted learning (CAL) is promising for use in students learning statistics, substantial improvement is still needed. For example, few simulation-based CALs have been developed to address statistical misconceptions, most of the studies about simulation-based CAL for statistics learning lacked theoretical backgrounds, and design principles for enhancing the effectiveness of dynamically linked multiple representations (DLMRs), which is the main mechanism of simulation-based CAL, are needed. Therefore, this work develops a simulation-based CAL prototype, Simulation Assisted Learning Statistics (SALS), to correct misconceptions about the statistical concept of correlation. The proposed SALS has two novel elements. One is the use of the design principles based on cognitive load and the other is application of the learning model based on cognitive conflict theory. Further, a formative evaluation is conducted by using a case study to explore the effects and limitations of SALS. Evaluation results indicate that despite the need for further improvement, SALS is effective for correcting statistical misconceptions. Finally, recommendations for future research are proposed.
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|a Copyright 2010 by International Forum of Educational Technology & Society (IFETS)
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|a Simulation-based CAL
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|a Misconception
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|a Cognitive conflict theory
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|a Learning model
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|a Cognitive load
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|a Dynamically linked multiple representations
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|a Social sciences
|x Communications
|x Communication theory
|x Miscommunication
|x Misconception
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|a Education
|x Formal education
|x Educational institutions
|x Educational environment
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|a Education
|x Formal education
|x Pedagogy
|x Educational activities
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|a Mathematics
|x Applied mathematics
|x Statistics
|x Applied statistics
|x Descriptive statistics
|x Correlations
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|a Mathematics
|x Pure mathematics
|x Discrete mathematics
|x Graph theory
|x Scatter plots
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|a Mathematics
|x Applied mathematics
|x Statistics
|x Applied statistics
|x Descriptive statistics
|x Correlations
|x Correlation analysis
|x Correlation coefficients
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|a Behavioral sciences
|x Psychology
|x Cognitive psychology
|x Cognitive processes
|x Learning
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|a Arts
|x Applied arts
|x Design
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|a Behavioral sciences
|x Psychology
|x Cognitive psychology
|x Cognitive models
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|a Behavioral sciences
|x Psychology
|x Personality psychology
|x Personality
|x Personality processes
|x Emotional defense mechanisms
|x Externalization
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|
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|a Social sciences
|x Communications
|x Communication theory
|x Miscommunication
|x Misconception
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650 |
|
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|a Education
|x Formal education
|x Educational institutions
|x Educational environment
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650 |
|
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|a Education
|x Formal education
|x Pedagogy
|x Educational activities
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650 |
|
4 |
|a Mathematics
|x Applied mathematics
|x Statistics
|x Applied statistics
|x Descriptive statistics
|x Correlations
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650 |
|
4 |
|a Mathematics
|x Pure mathematics
|x Discrete mathematics
|x Graph theory
|x Scatter plots
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650 |
|
4 |
|a Mathematics
|x Applied mathematics
|x Statistics
|x Applied statistics
|x Descriptive statistics
|x Correlations
|x Correlation analysis
|x Correlation coefficients
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650 |
|
4 |
|a Behavioral sciences
|x Psychology
|x Cognitive psychology
|x Cognitive processes
|x Learning
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650 |
|
4 |
|a Arts
|x Applied arts
|x Design
|
650 |
|
4 |
|a Behavioral sciences
|x Psychology
|x Cognitive psychology
|x Cognitive models
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650 |
|
4 |
|a Behavioral sciences
|x Psychology
|x Personality psychology
|x Personality
|x Personality processes
|x Emotional defense mechanisms
|x Externalization
|x Full Length Articles
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|a research-article
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|i Enthalten in
|t Journal of Educational Technology & Society
|d International Forum of Educational Technology & Society
|g 13(2010), 2, Seite 180-192
|w (DE-627)32057881X
|w (DE-600)2017349-0
|x 14364522
|7 nnns
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|g volume:13
|g year:2010
|g number:2
|g pages:180-192
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|u https://www.jstor.org/stable/jeductechsoci.13.2.180
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|a AR
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|d 13
|j 2010
|e 2
|h 180-192
|