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Using Attributes of Survey Items to Predict Response Times May Benefit Survey Research

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Researchers have become increasingly interested in response times to survey items as a measure of cognitive effort. We used machine learning to develop a prediction model of response times based on 41 attributes of survey items (e.g., question length, response... ...