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Other literature type . 2026
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https://doi.org/10.2139/ssrn.6...
Article . 2026 . Peer-reviewed
Data sources: Crossref
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Research . 2026
License: CC BY
Data sources: Datacite
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Research . 2026
License: CC BY
Data sources: Datacite
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Decision Engineering Science: Designing Decision Systems for Business and Scientific Inquiry

Authors: Pinar, Aleksandra;

Decision Engineering Science: Designing Decision Systems for Business and Scientific Inquiry

Abstract

<p>Decision Engineering Science™ (DES) introduces a new engineering discipline focused on the systematic design, evaluation, and governance of decision systems in business, artificial intelligence, and scientific research.</p> <p>While traditional fields such as decision theory, management science, data science, and AI governance analyze choices, optimize models, or regulate algorithms, they do not treat the decision process itself as a first-class engineered object. Decision Engineering Science™ addresses this gap.</p> <p>At its core, DES proposes that:</p> <ul> <li> <p>A decision is not an isolated choice or outcome.</p></li> <li> <p>A decision is not equivalent to a prediction or model output.</p></li> <li> <p>A decision is a structured transformation of information under constraints, uncertainty, and time.</p></li> </ul> <p>This founding paper establishes:</p> <ol> <li> <p>The formal definition of Decision Engineering Science™</p></li> <li> <p>The ontological foundations of decision objects</p></li> <li> <p>The structural layers of engineered decision systems</p></li> <li> <p>A framework for measuring decision quality beyond outcomes</p></li> <li> <p>The distinction between local optimization and systemic resilience</p></li> <li> <p>The boundaries separating DES from adjacent disciplines</p></li> <li> <p>The macroeconomic extension toward the Cognitive Economy</p></li> </ol> <p>DES positions decision capability as a form of strategic infrastructure. As organizations increasingly rely on AI-assisted and automated systems, failures in decision architecture scale into systemic fragility. The discipline therefore shifts focus from model accuracy to structural decision robustness.</p> <p>The paper introduces the Decision Engineering Stack:</p> <p>Ontology → Metrics → Engineering Core → Stability Layer → Macroeconomic Layer</p>

Keywords

Cognitive Infrastructure, Cognitive Economy, AI Governance, Systemic Risk, Decision Engineering Science, Decision Quality, Decision Object Theory, Structural Decision Design, Decision Systems

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
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Average
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