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• W1645805510 abstract "Traditional problem-based exams are not efficient instruments for assessing the structure of physics students' conceptual knowledge or for providing diagnostically detailed feedback to students and teachers. We present the Free Term Entry task, a candidate assessment instrument for exploring the connections between concepts in a student's understanding of a subject. In this task, a student is given a general topic area and asked to respond with as many terms from the topic area as possible in a given time; the between each term-entry event is recorded along with the response terms. The task was given to students from two different introductory physics classes. Response term thinking times were found to correlate with the strength of the association between two concepts. In addition, sets of thinking times from the task show distinct, characteristic patterns which might prove valuable for student assessment. We propose a quantitative dynamical model named the Matrix Walk Model which is able to match many aspects of the observed data. One particular feature of the data -- a distinct spike superimposed on the otherwise log-normal distribution of most thinking time sets -- has not been fit. The spike, other patterns observed in the data, and the proposed phenomenological model could all benefit from a grounding in cognitive theory." @default.
• W1645805510 created "2016-06-24" @default.
• W1645805510 creator A5011444433 @default.
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• W1645805510 date "2007-02-14" @default.
• W1645805510 modified "2023-09-27" @default.
• W1645805510 title "Measuring and modeling physics students' conceptual knowledge structures through term association times" @default.
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