Topic Modeling

This NSF-funded project utilized topic modeling to extract words from open-ended responses and to quantitatively evaluate the impact and categorization of word content. This process was used to examine the quality of item design through participant response. Open-ended responses for two content knowledge items and 23 pedagogical content knowledge items were analyzed in conjunction with the corresponding coded levels of teacher reasoning for each item. 

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