Harmonization of Cognitive Function in Longitudinal Integrative Data Analysis: Results from two Chinese datasets

Abstract

Objective: Integrating data from multiple longitudinal studies is crucial for understanding cognitive aging across different population groups. However, common harmonization methods, such as z-scores or percentiles, often fail to account for differences in measurement properties and sample demographics, potentially introducing bias.