Item-level prediction models often outperform scale scores in personality research — usually credited to "nuances" (stable item-specific variance). Our new simulation study shows: measurement non-invariance can produce similar predictive gains.
Beyond Nuances: Measurement Non-Invariance as a Source of Item-Level Predictive Gains: https://osf.io/9wtay