Measurement independence

Measurement independence is a hard rule in CultureROOTS: the three lenses are measured separately, and no lens is ever inferred from another. What a person values is never used to guess how they move, and how they move is never used to guess what they experience. Keeping them independent is what lets the diagnostic detect real alignment or real dissonance rather than manufacture it.

Measurement independence is a hard rule in CultureROOTS: the three lenses are measured separately, and no lens is ever inferred from another. What a person values is never used to guess how they move, and how they move is never used to guess what they experience. Keeping them independent is what lets the diagnostic detect real alignment or real dissonance rather than manufacture it.

Imputing one lens from another would quietly produce the very alignment the framework exists to detect, so independence is treated as non-negotiable.