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ZENODO
Preprint . 2025
License: CC BY
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Preprint . 2025
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Preprint . 2025
License: CC BY
Data sources: Datacite
ZENODO
Preprint . 2025
License: CC BY
Data sources: Datacite
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Systemic Intelligence: Integrating Systems Thinking, System Dynamics, and Meta-Awareness

Authors: Matta, David;

Systemic Intelligence: Integrating Systems Thinking, System Dynamics, and Meta-Awareness

Abstract

This paper introduces systemic intelligence as a formal theoretical construct integrating systems thinking, system dynamics, and meta-awareness. It establishes seven foundational axioms and derives testable propositions for empirical investigation. It presents the Systemic Intelligence Scale (SIS), a 30-item measurement instrument operationalizing the three dimensions: perception (systems thinking), modeling (system dynamics understanding), and reflexivity (meta-awareness). The framework builds on second-order cybernetics, positioning meta-awareness as the reflexive variable that enables adaptive learning in complex systems. Applications span individual consciousness, organizational governance, and human-machine-world collaboration. The paper includes a comprehensive psychometric validation roadmap and discusses boundary conditions, competing frameworks, and practical implementation pathways. This work contributes to systems science, complexity theory, organizational learning, and AI ethics by providing both a theoretical foundation and empirical tools for cultivating intelligence capable of navigating interdependence and feedback in an age of accelerating complexity.

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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
Average
Average
Green