Advancing and Evaluating the Applicability of Latent Response Models for Identifying Careless and Insufficient Effort Responding in Survey Data
This project investigates the limitations and potential of model-based approaches for detecting careless response behavior in questionnaires. Simulation studies and experimental data will be used to identify conditions under which careless response behavior can be detected.
Project data
Research lines | Research Line Methodological Research and Machine Learning | ||
Departments | Educational Measurement and Data Science | ||
Funding | Deutsche Forschungsgemeinschaft | ||
Period | 8/1/2023–7/31/2026 | ||
Status | current | ||
IPN researchers | Prof. Dr. Gabriel Nagy (Project lead) |