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) | ||