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Cognitive Processes as Predictors of Item Difficulty
Klaus Siller Ulrike Kipman
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Background Part of construct validation study
E8 Standards Baseline Reading Test RQ: What are the key cognitive features that contribute to item difficulty in the E8-Baseline Reading Test?
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Methods Identification of 4 potential cognitive predictor variables from the relevant literature (e.g. Khalifa and Weir 2009) Subjective quantification Statistical analyses To find out which variables have a significant impact on item difficulty (simple and multiple regression analyses) To look for differences between groups (ANOVAs) Khalifa, H., and C. J. Weir. Examining reading: Research and practice in assessing second language reading. Cambridge: Cambridge University Press, 2009.
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Results Significant predictors? Significant differences?
Processing operations (β= .568, p= .000) Metacognitive activities (β= .325, p= .036) Explained variance: 36,9%
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Processing operations
Metacognitive activities
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Conclusions Teaching learners different ways of approaching (metacognitive activities) and decoding (processing operations) texts Reading tasks that (are supposed to) elicit different types of reading and target both lower-level and higher-level cognitive processes Further research: What do good / weaker readers actually do when they try to solve the same reading tasks?
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