Unsupervised Careless Responding Detection: A Comprehensive Comparison between Model-based and Model-Agnostic Approaches

Careless responding (CR) is a major concern for data quality in the social sciences. It is common for researchers to attempt to detect and filter out CR at the respondent level. Though various choices are available, detection methods relying solely on response data have received much attention since