CSA Alignment Map (CAM): Operational Application of the Coherent Signal Alignment Framework (Version 1.0)

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Authors: Charlotte Estcourt
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Abstract

The CSA Alignment Map (CAM) is a structured operational assessment instrument derived from the Coherent Signal Alignment (CSA) framework. While CSA defines the theoretical architecture of signalling alignment, distortion, and fragmentation in complex systems, CAM provides a formalised method for evaluating signalling configuration within a clearly specified system boundary. CAM assesses five structural dimensions: Boundary and Interpretive Coherence, Signal Integrity, Feedback Functionality, Fragmentation Pressure, and Re-alignment Capacity. Each dimension is scored independently to produce a sectional structural profile prior to composite calculation. Fragmentation Pressure is analytically primary and is inverted exclusively for computation of the Alignment Density Index (ADI), which functions as a summary indicator of structural alignment density. The instrument maps signalling conditions at a defined point in time. It does not measure morale, performance, predictive risk, or organisational health, nor does it prescribe intervention. Interpretation prioritises sectional configuration over composite score, consistent with the structural logic of the CSA framework. CAM supports repeated administration for longitudinal comparison and multi-respondent analysis, where score variance may indicate signalling asymmetry or structural misalignment. This document represents Version 1.0 of the operational application of CSA.

Fields of Study & Subjects

Systems Engineering Methodologies and Applications Complex Systems and Decision Making Diverse Interdisciplinary Research Studies

Publication details

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