Rise of the Machine: Detecting Aberrant Response Patterns in Survey Instruments Using Autoencoder
Applied Psychological Measurement
Published online on February 13, 2026
Abstract
Applied Psychological Measurement, Ahead of Print.
Survey questionnaires are essential tools in psychological and educational research, as the data they gather directly influence research conclusions and policy decisions. A major challenge in ensuring data quality is identifying aberrant response patterns ...
Survey questionnaires are essential tools in psychological and educational research, as the data they gather directly influence research conclusions and policy decisions. A major challenge in ensuring data quality is identifying aberrant response patterns ...