The Principle of Data Unambiguity and Its Implications for Economic Systems

Zenodo (CERN European Organization for Nuclear Research) 2026 Preprint Open access

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Authors: Dmitriy V. Andriyanov
DOI: 10.5281/zenodo.19555784
Cited by: 4

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.

Fields of Study & Subjects

Digital Platforms and Economics Economic and Technological Innovation Economic theories and models

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
13 April 2026
Language
EN
Document type
Preprint