Overview

Why do measurement systems fail the people who need them most? Not because of complexity. Because of assumptions. Every major management framework - Balanced Scorecard, OKRs, Results-Based Management - was built for environments with reliable infrastructure, stable staff, functional data systems, and cultures where honest reporting is safe. Most of the world's organisations have none of these things. MetriqOne: Foundations of Evidence-Based Leadership is the theoretical foundation of the MetriqOne framework - a paper-based, offline-first performance measurement system built for the environments that conventional frameworks consistently fail: cooperatives, local government units, NGOs, field teams, and micro-enterprises operating under volatility, resource constraint, and institutional fragility. This book answers the question that practitioners ask after the system works: why does it work? What this book covers: - The philosophical and scientific basis for evidence that can be trusted, taught, and defended - How Context Logic, SMART Logic, and Visum Logic function as a coherent epistemological architecture - not just implementation tools - Why anti-blame design is a structural engineering requirement, not a cultural preference - How the cascade produces tacit knowledge that survives staff turnover (Polanyi, 1966) - Whether the evidence the framework produces meets the conditions for scientific proof in Popper's sense - and what that question means for Book III - Six field cases from disaster response, local government, water access, education recovery, dengue control, and micro-enterprise contexts - A direct comparison of MetriqOne against Balanced Scorecard, PuMP, OKRs, and RBM/LogFrame across six structural dimensions Who this book is for: This book was written for five readers simultaneously: - The practitioner who deployed the framework and wants to understand why it works - not because a university told them to ask, but because the evidence they produced demands an explanation. - The self-directed learner in contexts where formal education never reached, building fluency through practice and curiosity rather than curriculum. In most of the regions this framework was built for, this is the majority. - The academic researcher who wants the philosophical foundations - the epistemological case for context-bounded evidence. - The development agency professional who needs to explain why the framework holds up in fragile contexts - to donors, to partners, to leadership. - The public sector leader accountable for evidence quality in under-resourced environments, where conventional measurement systems demand conditions that do not exist. Companion volume: MetriqOne: Proof Without Judgement (Book I) is the practitioner's field manual - the deployment guide for the cascade in any environment. Book II is the theoretical account of why the architecture is defensible. Each is complete on its own. Together, they form a full account of evidence-based leadership. About the author: Torgeir Skogvold, MSc (International Management, University of Liverpool, 2015) is the founder of MetriqOne and the developer of its framework. His field research across Southeast Asia over the past sixteen months produced the six cases documented here. The framework is currently in preparation for global deployment across Asia, Africa, South America, and Eastern Europe.

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