Research

Models

Theoretical measurement models for understanding cognitive dynamics in organizations.

Cognitive Friction Model Understanding the invisible resistance within modern work environments.
Interruptibility Framework A structured approach to evaluating when and how to engage human attention.
Interruption Cost Framework Modeling the systemic cost of breaking cognitive flow states.