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The Principle of Data Unambiguity and Its Implications for Economic Systems | Synapse

April 15, 2026Open Access

The Principle of Data Unambiguity and Its Implications for Economic Systems

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Key Points

The aim is to explore how ambiguity in data affects economic efficiency and how eliminating it can improve decision-making.
Introduces the Principle of Data Unambiguity
Analyzes ambiguity in data structures
Examines implications for economic and institutional efficiency
Identifies ambiguity as a source of inefficiency
Proposes that clarity in data supports deterministic decision-making
Suggests operational improvements in institutional theory

Abstract

This paper introduces the Principle of Data Unambiguity, identifying ambiguity in data structures as a fundamental source of economic and institutional inefficiency. It proposes that eliminating such ambiguity enables deterministic, verifiable, and reproducible decision-making, forming an operational layer beneath institutional theory.

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Cite this study

Dmitriy V. Andriyanov (Mon,) studied this question.

synapsesocial.com/papers/69df2c62e4eeef8a2a6b1815 — DOI: https://doi.org/10.5281/zenodo.19555784

Authors

D

Dmitriy V. Andriyanov

Capgemini (Netherlands)

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Institutions

Capgemini (Netherlands)

References and Citations

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