Methodology Drift: Measuring the Structure Within the Void

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Authors: Michael Shatny
Cited by: 0

Abstract

Methodology Drift is a measurement framework that quantifies the alignment gap between what content demonstrates (methodology score) and how content performs (performance score). The framework introduces a dual-interpretation model: negative gaps create curiosity (entertainment optimization), while positive gaps enable unconscious absorption (educational optimization). Built on Loewenstein's Information Gap Theory, the Zeigarnik Effect, and cormorant foraging biomimicry, Methodology Drift operates across three dimensions—ChirpIQX (urgency/sound), PerchIQX (structure/space), and WakeIQX (memory/time)—to measure the structure within the void.

Fields of Study & Subjects

Visual and Cognitive Learning Processes Innovative Human-Technology Interaction Psychological and Educational Research Studies

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
15 March 2026
Language
EN