Scale and Context Dependence of Personality–Environment Associations
Determine whether associations between personality traits and built environments operate similarly at regional, national, and global scales or are fundamentally context-dependent.
References
An open question remains about the optimal scale at which to embrace this trade-off. While studying highly similar contexts strengthens internal validity, we do not yet know whether personality-environment associations operate similarly at regional, national, or global scales, or whether they are fundamentally context-dependent.
— Uncovering the Associations between Human Big Five Personality Traits and Built Environment Characteristics from Street View Imagery
(2608.07489 - Ito et al., 15 Jun 2026) in Section 5.4, “Generalizability and Contextual Considerations”