Response Style Bias and Class Overextraction in Growth Mixture Models

We examined whether response styles, such as socially desirable response style (SDR), leads to overestimation of classes in growth mixture models (GMMs). Longitudinal data were simulated from a single-class model with SDR, and GMM's were fit to the resulting data. We found spurious extraction of classes when SDR was present but unmodeled.