Making Meaning Measurable: How to See Coherence in Decision Systems

Tagline: Treating institutional coherence as an empirically estimable variable. Paper Description: This paper addresses the observability problem: how to study meaning and alignment when they are not directly visible.It introduces Translation Coherence as a latent institutional variable observable through resource allocation patterns, evaluative criteria, and governance artefacts.The paper outlines methodological pathways for estimating coherence longitudinally without disrupting governance processes.Its contribution is measurement — not optimisation. Programme description: This paper is part of the Coherence Programme, a research series examining how institutional decision systems maintain—or lose—fidelity to declared intent under conditions of complexity, scale, and delayed feedback. The programme models institutional governance as an Operating Spine linking Purpose, Capabilities, Value Drivers, Strategy, Portfolio, and Signals. Across this spine, intent is translated through discrete interfaces where cumulative divergence (Translation Drift), measurable alignment (Translation Coherence), and governance intervention (Interpretive Maintenance) can be structurally analysed. Supporting materials, working documents, and programme structure are available via the Open Science Framework (OSF): https://osf.io/9cvky/ Version 1.0: Initial release of the methodological framework outlining pathways for making translation coherence empirically observable. Version 1.01: Terminology clarification, improved articulation of the latent-variable framing, strengthened boundary condition statements, and refinement of pathway definitions. No changes were made to the conceptual structure or methodological claims. Version 2.00: This release consolidates the manuscript within the full research programme structure. Cross-paper terminology has been harmonised, the distinction between interpretive coherence (narrative) and translation coherence (measured latent property) has been standardised, and reference architecture has been aligned. No changes have been made to the methodological framework, pathway structure, boundary conditions, or theoretical claims. Version 2.01: consolidates the manuscript within the full research programme structure. Cross-paper terminology has been harmonised, titles and references have been aligned with the programme statement, and internal cross-references have been updated. No changes have been made to the formal decision-learning architecture, measurement logic, boundary conditions, or theoretical claims. Empirical studies, measurement instruments, and field applications are in preparation and will be released in subsequent linked records. Version 2.02: Programme Consolidation Update: This version consolidates the manuscript within the unified Coherence Programme structure.Titles, terminology, and internal cross-references have been harmonised across the series to stabilise the programme’s core constructs: Translation Drift (mechanism) Translation Coherence (metric) Interpretive Maintenance (governance function) Distributed Coherence (theoretical integration) No changes have been made to the formal architecture, boundary conditions, methodological logic, or theoretical claims.The update improves cross-paper traceability, indexing consistency, and conceptual coherence across the programme.